$title Indus Basin Model Revised - IBMR (INDUS89,SEQ=181) $onText This file contains the basic data and definition of the surface water system. Data is complete for year 1988. Some parameters could be computed for future years using growth rates provided in this file, others had to be estimated and entered. Enter the year for which the setup is desired in Set isr (Set isr should have only one entry). Ahmad, M, and Kutcher, G P, Irrigation Planning with Environmental Considerations - A Case Study of Pakistans's Indus Basin. Tech. rep., The World Bank, 1992. Changes for year 2000 runs: Growth of crop yields set to a maximum of 3% insert this line after growthcy parameter: growthcy(c,z)$(growthcy(c,z) > 3) = 3.0; Keywords: linear programming, irrigation engineering, agricultural economics, resource allocation, water management, surface water system, water distribution, agricultural production, irrigation planning $offText $sTitle Set Definition Set z 'agroclimatic zones' / nwfp 'northwest frontier mixed cropping' pmw 'punjab wheat-mixed cropping' pcw 'punjab cotton-wheat' psw 'punjab sugarcane-wheat' prw 'punjab rice-wheat' scwn 'sind cotton-wheat north' srwn 'sind rice-wheat north' scws 'sind cotton wheat south' srws 'sind rice-wheat south' / pv 'provinces and country' / nwfp, punjab, sind, pakistan / pv1(pv) 'provinces' / nwfp, punjab, sind / pv2(pv) 'punjab and sind' / punjab, sind / pvz(pv,z) 'province to zone map' / nwfp . nwfp punjab.(pmw,pcw,psw,prw) sind .(scwn,scws,srwn,srws) / cq 'crop and livestock products' / basmati, irri, cotton, rab-fod gram, maize, mus+rap, kha-fod sc-mill, sc-gur, wheat, orchard potatoes, onions, chilli cow-milk, buff-milk, meat / cc(cq) 'consumable commodities' / basmati, irri, gram maize, mus+rap, sc-gur wheat, potatoes, onions chilli / c(cq) 'crops' / basmati 'rice crop' irri 'rice crop' cotton rab-fod 'fodder crop' gram maize mus+rap kha-fod 'fodder crop' sc-gur 'sugarcane processed at the farm' sc-mill 'sugarcane for mill' wheat orchard potatoes onions chilli / cf(c) 'fodder crops' / rab-fod, kha-fod / cnf(c) 'non-fodder crops' t 'technology' / bullock, semi-mech / s 'sequence' / standard 'standard sequence' la-plant 'late planting' el-plant 'early planting' qk-harv 'quick harvesting' / w 'water stress level' / standard 'no stress' light 'light stress' heavy 'heavy stress' january 'water stress in january' / g 'ground water quality types' / fresh, saline / gf(g) 'fresh ground water sub-zone' / fresh / gs(g) 'saline ground water sub-zone' / saline / t1 'sub zones by gw quality' / fresh, saline, total / r1 'resources' / cca 'culturable commanded area of the canal' ccap 'canal capacity at the canal head' ceff 'canal efficiency from barrage to the water course head' wce-r 'water course command efficiency in rabi season' wce-k 'water course command efficiency in kharif season' flde 'field efficiency' farmpop 'farm population in the irrigated' farmhh 'number of agricultural households' tractors 'tractor population in the irrigated area' tubewells 'number of tubewells' twc 'existing private tubewell capacity' bullocks cows buffalos / dc(r1) 'characteristics of canal command' / cca 'culturable commanded area of the canal' ccap 'canal capacity at the canal head' ceff 'canal efficiency from barrage to the water course head' wce-r 'water course command efficiency in rabi season' wce-k 'water course command efficiency in kharif season' flde 'field efficiency' / sa 'subareas' / s1*s4 / wce(dc) 'watercourse efficiencies' / wce-r, wce-k / m1 'months and seasons' / jan, feb, mar, apr, may, jun, jul, aug, sep, oct, nov, dec, rabi, kharif, annual / m(m1) 'months' / jan, feb, mar, apr, may, jun, jul, aug, sep, oct, nov, dec / wcem(wce,m) 'mapping from season to months for watercourse efficiencies' / wce-r.(oct,nov,dec,jan,feb,mar), wce-k.(apr,may,jun,jul,aug,sep) / sea(m1) 'seasons' / rabi, kharif / seam(sea,m) 'mapping from seasons to months' / rabi.(oct,nov,dec,jan,feb,mar), kharif.(apr,may,jun,jul,aug,sep) / sea1 / rabi, kharif, annual / sea1m(sea1,m) / rabi.(oct,nov,dec,jan,feb,mar), kharif.(apr,may,jun,jul,aug,sep) / ci 'crop input outputs' / straw-yld, nitrogen, phosphate, seed / p2(ci) / nitrogen, phosphate / a 'animal types' / cow, bullock, buffalo / ai 'animals input output' / tdn, dp, labor, cow-milk, buff-milk, meat / q(cq) 'livestock commodities' / cow-milk 'milk from cattle cow' buff-milk 'milk from buffalo cow' meat 'from cows buffaloes and bullocks' / nt 'nutrients for animals' / tdn 'total digestible nutrients' dp 'digestible protein' / is 'irrigation system scenarios' / 1980*2000 / ps 'price scenarios' / 87-88 / * change the set isr to setup data for desired year. isr(is) 'irrigation system scenario for this run' / 1988 /; Scalar baseyear 'base year for crop yields' / 1988 /; cnf(c) = yes; cnf(cf) = no; pvz("pakistan",z) = yes; sea1m("annual",m) = yes; * Parameters to export data for zone model * Set set1 / tdn, dp, labor, cow-milk, buff-milk, meat, fix-cost /; * Following parameters are to store data for export to the zone models. * Parameter * zone1xxxxx(z,c,t,s,w,m) 'bullock requirements (bullock pair hrs per month)' * zone2xxxxx(z,a,set1) 'input output coefficients for livestock' * zone3xxxxx(z,cq,*) 'demand data' * zone4xxxxx(z,c,ci) 'crop input output'; $sTitle Crop Data Table land(c,z,t,s,w,m) 'land occupation by month' jan feb mar apr may jun jul aug sep oct nov dec (basmati,irri).(pmw,pcw,psw,prw).(bullock, semi-mech).standard.standard 1 1 1 1 1 .5 irri. scwn.(bullock,semi-mech).standard.standard 1 1 1 1 1 1 irri. srwn.(bullock,semi-mech).standard.standard .5 1 1 1 1 1 .5 irri. scws.(bullock,semi-mech).standard.standard .5 1 1 1 1 1 1 irri. srws.(bullock,semi-mech).standard.standard 1 1 1 1 1 1 maize. nwfp.bullock. standard.standard 1 1 1 1 1 maize. (pcw,psw,prw).bullock. standard.standard .5 1 1 1 1 1 .5 maize. (pcw,psw,prw).semi-mech. standard.standard 1 1 1 1 1 .5 maize. scwn. (bullock,semi-mech).standard.standard .5 1 1 1 1 .5 maize. scws. (bullock,semi-mech).standard.standard .5 1 1 1 1 1 .5 maize. nwfp.semi-mech.standard.standard .5 1 1 1 1 mus+rap.nwfp.(bullock,semi-mech). standard.standard 1 1 1 1 1 1 mus+rap.(pmw,pcw).(bullock,semi-mech). standard.standard 1 1 1 1 1 1 mus+rap. psw. (bullock,semi-mech). standard.standard 1 1 .5 .5 1 1 1 mus+rap. prw. (bullock,semi-mech). standard.standard 1 .5 1 1 1 1 mus+rap.(scwn,srwn,srws).(bullock,semi-mech).standard.standard 1 1 .5 1 1 1 1 mus+rap.scws.(bullock,semi-mech). standard.standard 1 1 1 .5 1 1 1 (sc-gur,sc-mill).(nwfp,pmw,pcw,psw,prw, scwn,srwn,scws,srws). (bullock,semi-mech).standard.standard 1 1 1 1 1 1 1 1 1 1 1 1 kha-fod.(nwfp,pmw,pcw).(bullock,semi-mech).standard.standard .5 .5 .5 1 1 1 .5 .5 kha-fod.psw.(bullock,semi-mech). standard.standard .5 .5 .5 1 1 .5 .5 kha-fod.prw.(bullock,semi-mech). standard.standard .5 .5 .5 1 1 1 .5 .5 kha-fod.(scwn). (bullock,semi-mech).standard.standard .5 .5 1 1 .5 1 1 .75 kha-fod.scws. (bullock,semi-mech).standard.standard .5 .5 1 1 .5 1 1 1 kha-fod.(srwn,srws).(bullock,semi-mech).standard.standard .5 .5 1 1 1 1 1 1 kha-fod.srws.(bullock,semi-mech). la-plant. standard 1 1 1 1 1 1 rab-fod.nwfp.bullock. standard.standard 1 1 1 1 1 .5 1 1 1 rab-fod.(nwfp,pcw).semi-mech. standard.standard 1 1 1 1 1 .25 1 1 1 rab-fod.pmw. bullock. standard.standard 1 1 1 1 1 1 1 1 rab-fod.pcw. bullock. standard.standard 1 1 1 1 1 .5 1 1 1 rab-fod.psw. bullock. standard.standard 1 1 1 1 .5 1 1 1 rab-fod.prw. bullock. standard.standard 1 1 1 1 1 1 1 1 rab-fod.scwn.(bullock,semi-mech). standard.standard 1 1 1 1 .5 1 1 1 rab-fod.srwn.(bullock,semi-mech). standard.standard 1 1 1 .75 .5 1 1 1 rab-fod.scws.(bullock,semi-mech). standard.standard 1 1 1 1 .25 .5 1 1 1 rab-fod.srws.(bullock,semi-mech). standard.standard 1 1 1 1 .5 .5 1 1 1 rab-fod.pmw. semi-mech. standard.standard 1 1 1 1 1 1 1 1 rab-fod.psw. semi-mech. standard.standard 1 1 1 1 .5 .25 1 1 rab-fod.prw. semi-mech. standard.standard 1 1 1 1 1 .5 1 1 rab-fod.(srwn,srws).(bullock,semi-mech).standard.heavy 1 1 .5 1 1 1 rab-fod.(srwn,srws).(bullock,semi-mech).standard. light 1 1 1 .5 1 1 1 cotton. pmw.(bullock,semi-mech). standard.standard 1 1 1 1 1 1 .5 cotton. (pcw,psw,prw).(bullock,semi-mech).standard.standard 1 1 1 1 1 1 .5 cotton. scwn.bullock. standard.standard .5 1 1 1 1 1 1 .5 cotton. scws.bullock. standard.standard 1 1 1 1 1 1 1 cotton. srws.bullock. standard.standard .5 1 1 1 1 1 1 cotton. scwn.semi-mech. standard.standard 1 1 1 1 1 1 .5 cotton. scws.semi-mech. standard.standard .5 1 1 1 1 1 1 cotton. srws.semi-mech. standard.standard 1 1 1 1 1 1 cotton. pcw. bullock. el-plant. standard .5 1 1 1 1 1 1 1 .5 cotton. pcw. semi-mech.la-plant. standard 1 1 1 1 1 1 .5 gram.(nwfp,pmw,pcw).bullock. standard.standard 1 1 1 .5 1 1 1 gram.(nwfp,pmw,pcw).semi-mech. standard.standard 1 1 1 .25 1 1 1 gram.(psw,prw).bullock. standard.standard 1 1 1 .5 1 1 gram.(psw,prw).semi-mech. standard.standard 1 1 1 .25 1 1 gram.(scwn,srwn,scws,srws).(bullock,semi-mech).standard.standard 1 1 1 .25 1 1 1 wheat. (nwfp,pmw,pcw,psw).bullock.la-plant.(standard,light, heavy,january) 1 1 1 1 1 1 wheat. prw. bullock. la-plant.(standard,light,heavy,january) 1 1 1 1 1 wheat. (scwn,srwn).bullock.la-plant.(standard,light,heavy,january) 1 1 1 .5 1 1 wheat. (scws,srws).bullock.la-plant.(standard,light,heavy,january) 1 1 1 .25 1 1 wheat. (nwfp,pmw,pcw,psw).bullock.qk-harv. (standard,light,heavy,january) 1 1 1 .5 .5 1 1 wheat. prw. bullock. qk-harv.(standard,light,heavy,january) 1 1 1 .5 .5 1 wheat. (scwn,srwn,scws,srws).bullock.qk-harv.(standard,light, heavy,january) 1 1 1 .5 1 1 wheat. (nwfp,pmw,pcw,psw).bullock.standard.(standard,light,heavy, january) 1 1 1 1 .5 1 wheat. prw. bullock. standard.(standard,light,heavy,january) 1 1 1 1 .5 1 wheat. (scwn,srwn).bullock.standard.(standard,light,heavy,january) 1 1 1 .5 .5 1 1 wheat. (scws,srws).bullock.standard.(standard,light,heavy,january) 1 1 1 .25 .5 1 1 wheat. (nwfp,pmw,pcw,psw).semi-mech.la-plant.(standard,light,heavy) 1 1 1 1 1 wheat. (nwfp,pmw,psw).semi-mech.la-plant.january 1 1 1 1 1 wheat. pcw.semi-mech.la-plant.january 1 1 1 1 1 wheat. prw. semi-mech.la-plant.(standard,light,heavy,january) 1 1 1 1 1 wheat. (scwn,srwn).semi-mech.la-plant. (standard,light,heavy,january) 1 1 1 .5 .5 1 wheat. (scws,srws).semi-mech.la-plant. (standard,light,heavy,january) 1 1 1 .25 .5 1 wheat. (nwfp,pmw,psw).semi-mech.qk-harv. (standard,light,heavy,january) 1 1 1 .5 .25 1 1 wheat. (pcw,prw).semi-mech.qk-harv. (standard,light,heavy,january) 1 1 1 .5 .5 1 wheat. (scwn,srwn,scws,srws).semi-mech. qk-harv.(standard,light,heavy,january) 1 1 1 1 1 wheat.(nwfp,pmw,psw).semi-mech.standard. (standard,light,heavy,january) 1 1 1 1 .5 1 wheat. (pcw,prw).semi-mech.standard.(standard,light,heavy,january) 1 1 1 1 .5 1 wheat.(scwn,srwn).semi-mech.standard.(standard,light,heavy,january) 1 1 1 .5 1 1 wheat.(scws,srws).semi-mech.standard.(standard,light,heavy,january) 1 1 1 .25 1 1 (orchard). (nwfp,pmw,pcw,psw,prw, scwn,srwn,scws,srws). (bullock,semi-mech).standard.standard 1 1 1 1 1 1 1 1 1 1 1 1 potatoes.(scwn,scws,srwn,srws) .semi-mech.standard.standard 1 1 .5 1 1 1 potatoes.(nwfp,pmw,pcw,psw,prw).semi-mech.standard.standard 1 1 1 1 onions. (nwfp,pmw,pcw,psw,prw).semi-mech.standard.standard 1 1 1 1 1 onions. (scwn,scws,srwn,srws). semi-mech.standard.standard 1 1 1 1 1 chilli. (nwfp,pmw,pcw,psw,prw).semi-mech.standard.standard .5 1 1 1 1 1 1 1 .5 chilli. (scwn,scws,srwn,srws). semi-mech.standard.standard 1 1 1 .5 .5 1; Set tech(z,c,t,s,w) 'technology availability indicator'; tech(z,c,t,s,w)$sum(m, land(c,z,t,s,w,m)) = yes; Table bullock(c,z,t,s,w,m) 'bullock power requirements (bullock pair hours per month)' jan feb mar apr may jun jul aug sep oct nov dec basmati.pmw. bullock. standard.standard 22.0 17.2 2.0 15.6 basmati.pcw. bullock. standard.standard 22.0 17.2 2.0 15.6 basmati.psw. bullock. standard.standard 22.6 17.3 2.0 17.4 basmati.prw. bullock. standard.standard 32.5 24.6 2.0 23.0 basmati.pmw. semi-mech.standard.standard 13.6 basmati.pcw. semi-mech.standard.standard 13.6 basmati.psw. semi-mech.standard.standard 15.4 basmati.prw. semi-mech.standard.standard 20.0 rab-fod.nwfp.bullock. standard.standard 3.0 3.0 3.0 3.0 2.0 8.0 17.9 2.0 2.0 rab-fod.pmw. bullock. standard.standard 3.0 3.0 3.0 3.0 2.0 17.9 7.6 2.0 rab-fod.pcw. bullock. standard.standard 2.0 4.0 4.0 2.0 2.0 10.1 13.0 7.6 2.0 rab-fod.psw. bullock. standard.standard 4.0 4.0 4.0 2.0 2.0 16.5 9.7 2.0 rab-fod.prw. bullock. standard.standard 4.0 4.0 4.0 2.0 2.0 12.7 9.4 2.0 rab-fod.scwn.bullock. standard.standard 2.0 2.0 2.0 1.0 9.6 16.4 2.0 2.0 rab-fod.srwn.bullock. standard.standard 2.0 2.0 2.0 1.0 8.9 14.8 2.0 2.0 rab-fod.scws.bullock. standard.standard 2.0 2.0 2.0 2.0 1.0 10.3 18.4 2.0 2.0 rab-fod.srws.bullock. standard.standard 2.0 2.0 2.0 2.0 1.0 10.7 18.3 2.0 2.0 rab-fod.scwn.semi-mech.standard.standard 2.0 2.0 2.0 1.0 2.0 2.0 rab-fod.srwn.semi-mech.standard.standard 2.0 2.0 2.0 1.0 2.0 2.0 rab-fod.scws.semi-mech.standard.standard 2.0 2.0 2.0 2.0 1.0 2.0 2.0 rab-fod.srws.semi-mech.standard.standard 2.0 2.0 2.0 2.0 1.0 2.0 2.0 cotton. pmw. bullock. standard.standard 14.1 6.0 1.0 1.0 1.0 1.0 cotton. pcw. bullock. standard.standard 17.1 15.2 1.0 1.0 1.0 1.0 cotton. psw. bullock. standard.standard 9.0 13.0 1.0 1.0 1.0 1.0 cotton. prw. bullock. standard.standard 10.3 17.1 1.0 1.0 1.0 1.0 cotton. scwn.bullock. standard.standard 7.4 19.0 5.0 2.0 2.0 4.0 cotton. scws.bullock. standard.standard 26.0 5.0 2.0 4.0 cotton. srws.bullock. standard.standard 9.3 21.4 5.0 2.0 4.0 cotton. (scwn,scws,srws).semi-mech. standard.standard 5.0 cotton. pcw. bullock. el-plant. standard 16.0 4.0 12.3 1.0 1.0 1.0 1.0 gram. nwfp.bullock. standard.standard 7.0 8.9 14.5 gram. pmw. bullock. standard.standard 7.0 10.7 5.6 gram. pcw. bullock. standard.standard 7.0 10.8 5.6 gram. psw. bullock. standard.standard 7.0 10.2 5.2 gram. prw. bullock. standard.standard 7.0 10.3 5.3 gram. scwn.bullock. standard.standard 4.0 5.7 6.4 8.1 gram. scws.bullock. standard.standard 4.0 5.7 6.4 8.1 gram. srwn.bullock. standard.standard 4.9 6.4 7.1 9.3 gram. srws.bullock. standard.standard 4.9 6.4 7.1 9.3 irri. pmw. bullock. standard.standard 18.9 19.2 1.5 18.4 irri. pcw. bullock. standard.standard 18.9 19.2 1.5 18.4 irri. psw. bullock. standard.standard 16.3 18.4 1.5 20.2 irri. prw. bullock. standard.standard 32.6 24.0 1.5 22.0 irri. scwn.bullock. standard.standard 10.5 18.3 3.5 18.4 irri. srwn.bullock. standard.standard 10.7 18.6 13.4 10.0 irri. scws.bullock. standard.standard 9.1 10.3 17.1 3.6 14.7 irri. srws.bullock. standard.standard 19.0 17.5 3.7 10.0 10.0 irri. pmw. semi-mech.standard.standard 16.4 irri. pcw. semi-mech.standard.standard 16.4 irri. psw. semi-mech.standard.standard 18.2 irri. prw. semi-mech.standard.standard 20.0 irri. scwn.semi-mech.standard.standard 16.4 irri. srwn.semi-mech.standard.standard 10.0 10.0 irri. scws.semi-mech.standard.standard 12.7 irri. srws.semi-mech.standard.standard 10.0 10.0 maize. nwfp.bullock. standard.standard 41.4 5.0 maize. pcw. bullock. standard.standard 10.8 4.5 14.2 5.0 maize. psw. bullock. standard.standard 10.2 4.1 13.4 5.0 maize. prw. bullock. standard.standard 10.2 4.1 13.4 5.0 maize. scwn.bullock. standard.standard 15.1 23.9 3.0 maize. scws.bullock. standard.standard 14.3 21.7 3.5 maize. nwfp.semi-mech.standard.standard 3.5 maize. pcw. semi-mech.standard.standard 3.0 maize. psw. semi-mech.standard.standard 3.0 maize. prw. semi-mech.standard.standard 3.0 maize. scwn.semi-mech.standard.standard 3.0 maize. scws.semi-mech.standard.standard 3.5 mus+rap.nwfp.bullock. standard.standard 7.4 8.0 14.5 1.0 1.0 1.0 mus+rap.pmw. bullock. standard.standard 1.0 1.0 1.5 15.6 6.2 1.0 mus+rap.pcw. bullock. standard.standard 1.0 1.0 1.0 10.8 10.1 1.0 mus+rap.psw. bullock. standard.standard 1.0 1.0 1.0 10.2 9.3 1.0 1.0 mus+rap.prw. bullock. standard.standard 1.0 1.0 15.6 1.0 1.0 1.0 mus+rap.scwn.bullock. standard.standard 1.0 1.0 1.0 12.9 8.1 1.0 1.0 mus+rap.srwn.bullock. standard.standard 1.0 1.0 1.0 13.7 7.5 1.0 1.0 mus+rap.srws.bullock. standard.standard 1.0 1.0 1.0 13.7 7.5 1.0 1.0 mus+rap.scws.bullock. standard.standard 1.0 1.0 1.0 12.8 6.9 1.0 1.0 sc-gur. nwfp.bullock. standard.standard 14.6 11.3 11.0 2.0 2.0 8.0 11.0 14.0 18.0 sc-gur. (pmw,pcw,psw,prw).bullock. standard.standard 17.8 11.6 8.2 1.8 1.8 11.5 13.5 sc-gur. scwn.bullock. standard.standard 8.2 6.1 10.9 4.9 sc-gur. srwn.bullock. standard.standard 8.5 6.3 11.2 5.6 sc-gur. scws.bullock. standard.standard 9.1 7.4 12.1 5.8 sc-gur. srws.bullock. standard.standard 9.3 7.2 12.5 5.7 sc-gur. nwfp.semi-mech.standard.standard 7.0 8.0 3.0 2.0 2.0 10.5 6.0 14.0 11.0 sc-gur. (pmw,pcw,psw,prw).semi-mech. standard.standard 11.0 6.5 2.5 1.8 1.8 11.5 11.0 sc-gur. scwn.semi-mech.standard.standard 4.9 sc-gur. srwn.semi-mech.standard.standard 5.6 sc-gur. scws.semi-mech.standard.standard 5.8 sc-gur. srws.semi-mech.standard.standard 5.7 sc-mill.nwfp.bullock. standard.standard 18.0 18.0 14.0 12.0 15.9 20.0 15.0 16.0 sc-mill.(pmw,pcw,psw,prw).bullock. standard.standard 16.8 15.1 15.2 12.0 8.0 1.8 10.0 12.5 sc-mill.scwn.bullock. standard.standard 8.2 6.0 10.9 4.9 sc-mill.srwn.bullock. standard.standard 8.5 6.3 11.2 5.6 sc-mill.scws.bullock. standard.standard 9.1 7.4 12.1 5.8 sc-mill.srws.bullock. standard.standard 9.3 7.2 12.5 5.7 sc-mill.nwfp.semi-mech.standard.standard 2.0 2.0 3.0 sc-mill.(pmw,pcw,psw,prw).semi-mech. standard.standard 2.5 1.8 1.8 sc-mill.scwn.semi-mech.standard.standard 4.9 sc-mill.srwn.semi-mech.standard.standard 5.6 sc-mill.scws.semi-mech.standard.standard 5.8 sc-mill.srws.semi-mech.standard.standard 5.7 kha-fod.nwfp.bullock. standard.standard 15.4 1.0 1.0 16.0 1.0 15.0 1.0 0.5 kha-fod.pmw. bullock. standard.standard 15.0 1.0 1.0 15.5 1.0 16.0 1.0 0.5 kha-fod.pcw. bullock. standard.standard 16.0 1.0 1.0 16.0 1.5 15.0 1.0 0.5 kha-fod.psw. bullock. standard.standard 17.0 1.0 1.0 16.5 1.0 16.0 1.0 0.5 kha-fod.prw. bullock. standard.standard 16.0 1.0 1.2 15.5 1.5 17.0 1.2 0.5 kha-fod.scwn.bullock. standard.standard 10.7 2.0 6.3 2.0 2.0 6.3 2.0 2.0 kha-fod.scws.bullock. standard.standard 10.3 2.0 6.4 2.0 2.0 6.4 2.0 2.0 kha-fod.srwn.bullock. standard.standard 11.3 2.0 8.7 2.0 2.0 5.8 2.0 2.0 kha-fod.srws.bullock. standard.standard 11.3 2.0 8.7 2.0 2.0 5.8 2.0 2.0 kha-fod.srws.bullock. la-plant. standard 10.3 2.0 2.0 6.4 2.0 2.0 rab-fod.srwn.bullock. standard. heavy 2.0 2.0 8.9 14.8 2.0 2.0 rab-fod.srws.bullock. standard. heavy 2.0 2.0 10.7 18.3 2.0 2.0 rab-fod.srwn.bullock. standard. light 2.0 2.0 2.0 8.9 14.8 2.0 2.0 rab-fod.srws.bullock. standard. light 2.0 2.0 2.0 10.7 18.3 2.0 2.0 rab-fod.srwn.semi-mech.standard. heavy 2.0 2.0 2.0 2.0 rab-fod.srws.semi-mech.standard. heavy 2.0 2.0 2.0 2.0 rab-fod.srwn.semi-mech.standard. light 2.0 2.0 2.0 2.0 2.0 rab-fod.srws.semi-mech.standard. light 2.0 2.0 2.0 2.0 2.0 wheat. nwfp.bullock. la-plant. heavy 4.6 4.6 38.4 wheat. pmw. bullock. la-plant. heavy 4.0 4.0 27.1 wheat. pcw. bullock. la-plant. heavy 4.8 4.8 39.2 wheat. psw. bullock. la-plant. heavy 4.7 4.7 37.9 wheat. prw. bullock. la-plant. heavy 4.5 4.5 17.2 12.9 wheat. scwn.bullock. la-plant. heavy 5.4 31.2 wheat. srwn.bullock. la-plant. heavy 5.5 33.4 wheat. scws.bullock. la-plant. heavy 2.9 3.0 32.3 wheat. srws.bullock. la-plant. heavy 3.1 3.1 31.6 wheat. nwfp.bullock. la-plant. january 4.6 4.6 38.4 wheat. pmw. bullock. la-plant. january 4.0 4.0 27.1 wheat. pcw. bullock. la-plant. january 4.8 4.8 39.2 wheat. psw. bullock. la-plant. january 4.7 4.7 37.9 wheat. prw. bullock. la-plant. january 4.5 4.5 17.2 12.9 wheat. scwn.bullock. la-plant. january 5.4 31.2 wheat. srwn.bullock. la-plant. january 5.5 33.4 wheat. scws.bullock. la-plant. january 2.9 3.0 32.3 wheat. srws.bullock. la-plant. january 3.1 3.1 31.6 wheat. nwfp.bullock. la-plant. light 6.0 6.0 38.4 wheat. pmw. bullock. la-plant. light 5.2 5.2 27.1 wheat. pcw. bullock. la-plant. light 6.3 6.3 39.2 wheat. psw. bullock. la-plant. light 6.1 6.1 37.9 wheat. prw. bullock. la-plant. light 5.9 5.9 17.2 12.9 wheat. scwn.bullock. la-plant. light 7.2 31.2 wheat. srwn.bullock. la-plant. light 7.2 33.4 wheat. scws.bullock. la-plant. light 3.8 3.9 32.3 wheat. srws.bullock. la-plant. light 4.0 4.1 31.6 wheat. nwfp.bullock. la-plant. standard 7.1 7.0 38.4 wheat. pmw. bullock. la-plant. standard 6.2 6.1 27.1 wheat. pcw. bullock. la-plant. standard 7.4 7.4 39.2 wheat. psw. bullock. la-plant. standard 7.2 7.2 37.9 wheat. prw. bullock. la-plant. standard 6.9 6.9 17.2 12.9 wheat. scwn.bullock. la-plant. standard 8.4 31.2 wheat. srwn.bullock. la-plant. standard 8.5 33.4 wheat. scws.bullock. la-plant. standard 4.5 4.6 32.3 wheat. srws.bullock. la-plant. standard 4.7 4.8 31.6 wheat. nwfp.bullock. qk-harv. heavy 10.4 22.3 16.0 wheat. pmw. bullock. qk-harv. heavy 9.1 15.9 11.2 wheat. pcw. bullock. qk-harv. heavy 10.9 18.6 20.6 wheat. psw. bullock. qk-harv. heavy 10.7 18.3 19.6 wheat. prw. bullock. qk-harv. heavy 10.3 30.1 wheat. scwn.bullock. qk-harv. heavy 3.1 3.1 17.5 13.7 wheat. srwn.bullock. qk-harv. heavy 3.2 3.2 18.3 15.1 wheat. scws.bullock. qk-harv. heavy 6.7 13.4 18.9 wheat. srws.bullock. qk-harv. heavy 7.0 13.7 17.9 wheat. nwfp.bullock. qk-harv. january 10.4 22.3 16.0 wheat. pmw. bullock. qk-harv. january 9.1 15.9 11.2 wheat. pcw. bullock. qk-harv. january 10.9 18.6 20.6 wheat. psw. bullock. qk-harv. january 10.7 18.3 19.6 wheat. prw. bullock. qk-harv. january 10.3 30.1 wheat. scwn.bullock. qk-harv. january 3.1 3.1 17.5 13.7 wheat. srwn.bullock. qk-harv. january 3.2 3.2 18.3 15.1 wheat. scws.bullock. qk-harv. january 6.7 13.4 18.9 wheat. srws.bullock. qk-harv. january 7.0 13.7 17.9 wheat. nwfp.bullock. qk-harv. light 13.6 22.3 16.0 wheat. pmw. bullock. qk-harv. light 11.9 15.9 11.2 wheat. pcw. bullock. qk-harv. light 14.3 18.6 20.6 wheat. psw. bullock. qk-harv. light 13.9 18.3 19.6 wheat. prw. bullock. qk-harv. light 13.4 30.1 wheat. scwn.bullock. qk-harv. light 4.1 4.0 17.5 13.7 wheat. srwn.bullock. qk-harv. light 4.1 4.1 18.3 15.1 wheat. scws.bullock. qk-harv. light 8.6 13.4 18.9 wheat. srws.bullock. qk-harv. light 9.1 13.7 17.9 wheat. nwfp.bullock. qk-harv. standard 16.0 22.3 16.0 wheat. pmw. bullock. qk-harv. standard 14.0 15.9 11.2 wheat. pcw. bullock. qk-harv. standard 16.8 18.6 20.6 wheat. psw. bullock. qk-harv. standard 16.4 18.3 19.6 wheat. prw. bullock. qk-harv. standard 15.8 30.1 wheat. scwn.bullock. qk-harv. standard 4.7 4.8 17.5 13.7 wheat. srwn.bullock. qk-harv. standard 4.7 4.8 18.3 15.1 wheat. scws.bullock. qk-harv. standard 10.3 13.4 18.9 wheat. srws.bullock. qk-harv. standard 10.8 13.7 17.9 wheat. nwfp.bullock. standard. heavy 5.2 5.2 22.3 16.0 wheat. pmw. bullock. standard. heavy 4.5 4.6 15.9 11.2 wheat. pcw. bullock. standard. heavy 5.5 5.5 18.6 20.6 wheat. psw. bullock. standard. heavy 5.3 5.4 18.3 19.6 wheat. prw. bullock. standard. heavy 5.1 5.2 30.1 wheat. scwn.bullock. standard. heavy 6.2 17.5 13.7 wheat. srwn.bullock. standard. heavy 6.3 18.3 15.1 wheat. scws.bullock. standard. heavy 3.3 3.4 13.4 18.9 wheat. srws.bullock. standard. heavy 3.5 3.5 13.7 17.9 wheat. nwfp.bullock. standard. january 5.2 5.2 22.3 16.0 wheat. pmw. bullock. standard. january 4.5 4.6 15.9 11.2 wheat. pcw. bullock. standard. january 5.5 5.5 18.6 20.6 wheat. psw. bullock. standard. january 5.3 5.4 18.3 19.6 wheat. prw. bullock. standard. january 5.1 5.2 30.1 wheat. scwn.bullock. standard. january 6.2 17.5 13.7 wheat. srwn.bullock. standard. january 6.3 18.3 15.1 wheat. scws.bullock. standard. january 3.3 3.4 13.4 18.9 wheat. srws.bullock. standard. january 3.5 3.5 13.7 17.9 wheat. nwfp.bullock. standard. light 6.8 6.8 22.3 16.0 wheat. pmw. bullock. standard. light 6.0 6.0 15.9 11.2 wheat. pcw. bullock. standard. light 7.1 7.1 18.6 20.6 wheat. psw. bullock. standard. light 6.9 7.0 18.3 19.6 wheat. prw. bullock. standard. light 6.7 6.7 30.1 wheat. scwn.bullock. standard. light 8.1 17.5 13.7 wheat. srwn.bullock. standard. light 8.2 18.3 15.1 wheat. scws.bullock. standard. light 4.3 4.3 13.4 18.9 wheat. srws.bullock. standard. light 4.5 4.6 13.7 17.9 wheat. nwfp.bullock. standard. standard 8.0 8.0 22.3 16.0 wheat. pmw. bullock. standard. standard 7.0 7.0 15.9 11.2 wheat. pcw. bullock. standard. standard 8.4 8.4 18.6 20.6 wheat. psw. bullock. standard. standard 8.2 8.2 18.3 19.6 wheat. prw. bullock. standard. standard 7.9 7.9 30.1 wheat. scwn.bullock. standard. standard 9.5 17.5 13.7 wheat. srwn.bullock. standard. standard 9.7 18.3 15.1 wheat. scws.bullock. standard. standard 5.1 5.2 13.4 18.9 wheat. srws.bullock. standard. standard 5.4 5.4 13.7 17.9 wheat. nwfp.semi-mech.la-plant. heavy 3.2 3.2 wheat. pmw. semi-mech.la-plant. heavy 3.6 3.6 wheat. pcw. semi-mech.la-plant. heavy 3.4 3.4 wheat. psw. semi-mech.la-plant. heavy 3.2 3.2 wheat. prw. semi-mech.la-plant. heavy 6.3 6.3 wheat. scwn.semi-mech.la-plant. heavy 5.4 wheat. srwn.semi-mech.la-plant. heavy 5.5 wheat. scws.semi-mech.la-plant. heavy 2.9 3.0 wheat. srws.semi-mech.la-plant. heavy 3.1 3.1 wheat. nwfp.semi-mech.la-plant. january 3.2 3.2 wheat. pmw. semi-mech.la-plant. january 3.6 3.6 wheat. pcw. semi-mech.la-plant. january 3.4 3.4 wheat. psw. semi-mech.la-plant. january 3.2 3.2 wheat. prw. semi-mech.la-plant. january 6.3 6.3 wheat. scwn.semi-mech.la-plant. january 5.4 wheat. srwn.semi-mech.la-plant. january 5.5 wheat. scws.semi-mech.la-plant. january 2.9 3.0 wheat. srws.semi-mech.la-plant. january 3.1 3.1 wheat. nwfp.semi-mech.la-plant. light 4.1 4.2 wheat. pmw. semi-mech.la-plant. light 4.7 4.7 wheat. pcw. semi-mech.la-plant. light 4.4 4.4 wheat. psw. semi-mech.la-plant. light 4.2 4.2 wheat. prw. semi-mech.la-plant. light 8.2 8.3 wheat. scwn.semi-mech.la-plant. light 7.2 wheat. srwn.semi-mech.la-plant. light 7.2 wheat. scws.semi-mech.la-plant. light 3.8 3.9 wheat. srws.semi-mech.la-plant. light 4.0 4.1 wheat. nwfp.semi-mech.la-plant. standard 4.9 4.9 wheat. pmw. semi-mech.la-plant. standard 5.5 5.5 wheat. pcw. semi-mech.la-plant. standard 5.2 5.2 wheat. psw. semi-mech.la-plant. standard 4.9 4.9 wheat. prw. semi-mech.la-plant. standard 9.7 9.7 wheat. scwn.semi-mech.la-plant. standard 8.4 wheat. srwn.semi-mech.la-plant. standard 8.5 wheat. scws.semi-mech.la-plant. standard 4.5 4.6 wheat. srws.semi-mech.la-plant. standard 4.7 4.8 wheat. nwfp.semi-mech.qk-harv. heavy 7.3 wheat. pmw. semi-mech.qk-harv. heavy 8.2 wheat. pcw. semi-mech.qk-harv. heavy 7.7 wheat. psw. semi-mech.qk-harv. heavy 7.3 wheat. prw. semi-mech.qk-harv. heavy 7.2 wheat. scwn.semi-mech.qk-harv. heavy 3.1 3.1 wheat. srwn.semi-mech.qk-harv. heavy 3.2 3.2 wheat. scws.semi-mech.qk-harv. heavy 6.7 wheat. srws.semi-mech.qk-harv. heavy 7.0 wheat. nwfp.semi-mech.qk-harv. january 7.3 wheat. pmw. semi-mech.qk-harv. january 8.2 wheat. pcw. semi-mech.qk-harv. january 7.7 wheat. psw. semi-mech.qk-harv. january 7.3 wheat. prw. semi-mech.qk-harv. january 7.2 wheat. scwn.semi-mech.qk-harv. january 3.1 3.1 wheat. srwn.semi-mech.qk-harv. january 3.2 3.2 wheat. scws.semi-mech.qk-harv. january 6.7 wheat. srws.semi-mech.qk-harv. january 7.0 wheat. nwfp.semi-mech.qk-harv. light 9.5 wheat. pmw. semi-mech.qk-harv. light 10.7 wheat. pcw. semi-mech.qk-harv. light 10.0 wheat. psw. semi-mech.qk-harv. light 9.5 wheat. prw. semi-mech.qk-harv. light 9.4 wheat. scwn.semi-mech.qk-harv. light 4.1 4.0 wheat. srwn.semi-mech.qk-harv. light 4.1 4.1 wheat. scws.semi-mech.qk-harv. light 8.6 wheat. srws.semi-mech.qk-harv. light 9.1 wheat. nwfp.semi-mech.qk-harv. standard 11.2 wheat. pmw. semi-mech.qk-harv. standard 12.6 wheat. pcw. semi-mech.qk-harv. standard 11.8 wheat. psw. semi-mech.qk-harv. standard 11.2 wheat. prw. semi-mech.qk-harv. standard 11.1 wheat. scwn.semi-mech.qk-harv. standard 4.7 4.8 wheat. srwn.semi-mech.qk-harv. standard 4.7 4.8 wheat. scws.semi-mech.qk-harv. standard 10.3 wheat. srws.semi-mech.qk-harv. standard 10.8 wheat. nwfp.semi-mech.standard. heavy 3.6 3.7 wheat. pmw. semi-mech.standard. heavy 4.1 4.1 wheat. pcw. semi-mech.standard. heavy 3.8 3.8 wheat. psw. semi-mech.standard. heavy 3.6 3.7 wheat. prw. semi-mech.standard. heavy 3.6 3.6 wheat. scwn.semi-mech.standard. heavy 6.2 wheat. srwn.semi-mech.standard. heavy 6.3 wheat. scws.semi-mech.standard. heavy 3.3 3.4 wheat. srws.semi-mech.standard. heavy 3.5 3.5 wheat. nwfp.semi-mech.standard. january 3.6 3.7 wheat. pmw. semi-mech.standard. january 4.1 4.1 wheat. pcw. semi-mech.standard. january 3.8 3.8 wheat. psw. semi-mech.standard. january 3.6 3.7 wheat. prw. semi-mech.standard. january 3.6 3.6 wheat. scwn.semi-mech.standard. january 6.2 wheat. srwn.semi-mech.standard. january 6.3 wheat. scws.semi-mech.standard. january 3.3 3.4 wheat. srws.semi-mech.standard. january 3.5 3.5 wheat. nwfp.semi-mech.standard. light 4.7 4.8 wheat. pmw. semi-mech.standard. light 5.4 5.3 wheat. pcw. semi-mech.standard. light 5.0 5.0 wheat. psw. semi-mech.standard. light 4.7 4.8 wheat. prw. semi-mech.standard. light 4.7 4.7 wheat. scwn.semi-mech.standard. light 8.1 wheat. srwn.semi-mech.standard. light 8.2 wheat. scws.semi-mech.standard. light 4.3 4.3 wheat. srws.semi-mech.standard. light 4.5 4.6 wheat. nwfp.semi-mech.standard. standard 5.6 5.6 wheat. pmw. semi-mech.standard. standard 6.3 6.3 wheat. pcw. semi-mech.standard. standard 5.9 5.9 wheat. psw. semi-mech.standard. standard 5.6 5.6 wheat. prw. semi-mech.standard. standard 5.5 5.6 wheat. scwn.semi-mech.standard. standard 9.5 wheat. srwn.semi-mech.standard. standard 9.7 wheat. scws.semi-mech.standard. standard 5.1 5.2 wheat. srws.semi-mech.standard. standard 5.4 5.4 orchard.(nwfp,pmw,pcw,psw,prw,scwn,scws, srwn,srws).bullock.standard.standard 5. 5. 3.5 3.5 3.5 3.5 3.5 3.5 3.5 3.5 3.5 3.5 orchard.(nwfp,pmw,pcw,psw,prw,scwn,scws, srwn,srws).semi-mech.standard.standard 3. 3. 3. 2. 1. 2. 2. 2. 2. chilli.(nwfp,pmw,psw,pcw,prw).semi-mech. standard.standard 16. chilli.(scwn,scws,srwn,srws).semi-mech. standard.standard 8.; * convert bullock pair hours to bullock hours * zone1xxxxx(z,c,t,s,w,m) = bullock(c,z,t,s,w,m); bullock(c,z,t,s,w,m) = bullock(c,z,t,s,w,m)*2; Table labor(c,z,t,s,w,m) 'labor requirements for crops (man hours)' jan feb mar apr may jun jul aug sep oct nov dec basmati.pmw. bullock. standard. standard 29.1 88.78 65.9 5.6 5.6 47.9 17.6 basmati.pcw. bullock. standard. standard 29.1 88.78 65.9 5.6 5.6 47.9 17.6 basmati.psw. bullock. standard. standard 26.9 94.9 74.7 6.2 3.1 50.9 19.4 basmati.prw. bullock. standard. standard 44.2 91.8 63.9 8.4 5.6 41.9 25.0 basmati.pmw. semi-mech.standard. standard 8.4 71.6 65.9 5.6 5.6 47.4 16.1 basmati.pcw. semi-mech.standard. standard 8.4 71.6 65.9 5.6 5.6 47.4 16.1 basmati.psw. semi-mech.standard. standard 5.6 74.4 74.7 6.2 3.1 50.4 16.9 basmati.prw. semi-mech.standard. standard 11.0 67.7 63.9 8.4 5.6 41.4 22.5 rab-fod.srwn.bullock. standard. heavy 27.9 23.4 9.1 19.7 19.2 24.8 rab-fod.srws.bullock. standard. heavy 27.4 24.8 10.7 19.5 16.8 27.9 rab-fod.srwn.bullock. standard. light 27.9 23.4 22.5 9.1 19.7 19.2 24.8 rab-fod.srws.bullock. standard. light 27.4 24.8 19.7 10.7 19.5 16.8 27.9 rab-fod.nwfp.bullock. standard. standard 42.8 42.1 32.6 24.6 10.9 8.0 14.3 17.8 35.6 rab-fod.pmw. bullock. standard. standard 29.3 37.1 36.6 28.1 9.7 13.35 16.5 34.5 rab-fod.pcw. bullock. standard. standard 32.3 41.5 41.8 29.4 18.2 10.1 15.5 23.5 29.1 rab-fod.psw. bullock. standard. standard 31.9 39.8 41.7 28.6 13.4 8.7 15.7 28.7 rab-fod.prw. bullock. standard. standard 31.4 32.0 34.5 23.4 21.9 4.5 14.4 27.1 rab-fod.scwn.bullock. standard. standard 28.0 24.8 24.0 14.3 9.6 21.5 19.2 24.5 rab-fod.srwn.bullock. standard. standard 27.9 23.4 22.5 15.0 9.1 19.7 19.2 24.8 rab-fod.scws.bullock. standard. standard 29.0 23.1 19.8 17.5 8.6 10.3 19.8 17.5 27.8 rab-fod.srws.bullock. standard. standard 27.4 24.8 19.7 18.8 9.3 10.7 19.5 16.8 27.9 rab-fod.srwn.semi-mech.standard. heavy 27.9 23.4 1.0 8.7 19.2 24.8 rab-fod.srws.semi-mech.standard. heavy 27.4 24.8 1.2 9.3 16.8 27.9 rab-fod.srwn.semi-mech.standard. light 27.9 23.4 22.5 1.0 8.7 19.2 24.8 rab-fod.srws.semi-mech.standard. light 27.4 24.8 19.7 1.2 9.3 16.8 27.9 rab-fod.nwfp.semi-mech.standard. standard 42.2 43.5 31.2 22.0 9.5 2.05 8.02 16.29 33.0 rab-fod.pmw. semi-mech.standard. standard 28.6 36.4 35.6 27.5 8.3 2.17 7.96 24.08 rab-fod.pcw. semi-mech.standard. standard 31.1 39.8 40.3 28.7 17.6 7.5 13.2 21.6 28.4 rab-fod.psw. semi-mech.standard. standard 30.5 38.4 40.3 27.1 11.9 7.3 12.7 26.4 rab-fod.prw. semi-mech.standard. standard 29.6 30.4 29.6 22.5 20.7 3.4 12.8 25.7 rab-fod.scwn.semi-mech.standard. standard 26.5 21.4 22.8 12.7 1.2 8.8 17.5 22.8 rab-fod.srwn.semi-mech.standard. standard 27.9 23.4 22.5 15.0 1.0 8.7 19.2 24.8 rab-fod.scws.semi-mech.standard. standard 29.0 23.1 19.8 17.5 8.6 1.2 8.9 17.5 27.8 rab-fod.srws.semi-mech.standard. standard 27.4 24.8 19.7 18.8 9.3 1.2 9.3 16.8 27.9 cotton. pcw. bullock. el-plant. standard 26.8 6.7 20.5 2.5 7.6 13.2 41.3 57.4 22.1 cotton. pmw. bullock. standard. standard 16.85 9.6 2.9 12.0 50.74 70.5 26.5 cotton. pcw. bullock. standard. standard 35.59 18.4 2.5 7.6 13.2 41.3 57.4 22.1 cotton. psw. bullock. standard. standard 10.2 19.32 2.5 3.9 11.0 40.1 52.9 16.3 cotton. prw. bullock. standard. standard 22.3 20.28 6.7 10.6 40.1 57.1 21.0 cotton. scwn.bullock. standard. standard 7.4 23.5 7.0 2.0 2.0 17.5 39.4 66.2 cotton. scws.bullock. standard. standard 31.2 2.0 7.0 2.0 2.0 38.6 80.4 cotton. srws.bullock. standard. standard 9.5 23.8 7.0 2.0 2.0 28.5 84.1 cotton. pcw. semi-mech.la-plant. standard 14.4 2.5 7.6 12.7 40.8 56.9 21.6 cotton. pmw. semi-mech.standard. standard 13.36 5.3 2.9 11.5 50.24 70.0 26.0 cotton. pcw. semi-mech.standard. standard 4.99 9.42 2.5 7.6 12.7 40.8 56.9 21.6 cotton. psw. semi-mech.standard. standard 4.41 9.28 2.5 3.9 10.5 39.6 52.4 15.8 cotton. prw. semi-mech.standard. standard 1.45 9.04 6.7 10.1 39.6 56.6 20.5 cotton. scwn.semi-mech.standard. standard 13.2 15.8 37.4 62.2 cotton. scws.semi-mech.standard. standard 12.1 7.0 2.0 2.0 36.6 76.4 cotton. srws.semi-mech.standard. standard 12.4 7.0 2.0 2.0 28.5 83.2 gram. nwfp.bullock. standard. standard 3.4 23.2 8.9 18.0 gram. pmw. bullock. standard. standard 21.5 10.7 9.1 1.9 2.5 gram. pcw. bullock. standard. standard 21.7 10.8 8.9 0.7 2.5 gram. psw. bullock. standard. standard 2.5 22.3 10.2 8.6 0.8 gram. prw. bullock. standard. standard 2.5 22.6 10.3 8.5 0.7 gram. scwn.bullock. standard. standard 23.5 9.2 6.4 12.0 1.0 1.0 gram. scws.bullock. standard. standard 23.5 9.2 6.4 12.0 1.0 1.0 gram. srwn.bullock. standard. standard 24.8 10.3 7.1 13.4 1.0 1.0 gram. srws.bullock. standard. standard 24.8 10.3 7.1 13.4 1.0 1.0 gram. nwfp.semi-mech.standard. standard 3.4 20.5 1.87 6.0 gram. pmw. semi-mech.standard. standard 19.0 1.63 4.64 0.9 2.5 gram. pcw. semi-mech.standard. standard 20.0 1.62 4.41 0.7 2.5 gram. psw. semi-mech.standard. standard 2.5 21.4 1.54 4.39 0.8 gram. prw. semi-mech.standard. standard 2.5 21.9 1.45 4.19 0.7 gram. scwn.semi-mech.standard. standard 21.4 5.5 0.81 3.4 1.0 1.0 gram. scws.semi-mech.standard. standard 21.4 5.5 0.81 3.4 1.0 1.0 gram. srwn.semi-mech.standard. standard 22.7 9.1 0.96 3.6 1.0 1.0 gram. srws.semi-mech.standard. standard 22.7 9.1 0.96 3.6 1.0 1.0 irri. pmw. bullock. standard. standard 22.9 122.3 35.9 8.4 6.4 43.9 20.4 irri. pcw. bullock. standard. standard 22.9 122.3 35.9 8.4 6.4 43.9 20.4 irri. psw. bullock. standard. standard 22.3 135.7 37.8 6.2 6.2 51.7 22.2 irri. prw. bullock. standard. standard 122.9 86.7 15.4 8.2 6.8 41.0 24.0 irri. scwn.bullock. standard. standard 13.6 81.0 13.6 32.0 13.6 39.1 20.4 irri. srwn.bullock. standard. standard 3.0 12.7 91.4 31.5 12.8 13.1 39.0 14.0 irri. scws.bullock. standard. standard 9.1 10.3 57.9 13.4 35.3 13.3 41.4 16.7 irri. srws.bullock. standard. standard 19.0 58.5 13.2 34.5 13.1 40.3 13.5 13.5 irri. pmw. semi-mech.standard. standard 5.3 105.5 29.9 8.4 6.4 43.4 17.9 irri. pcw. semi-mech.standard. standard 5.3 105.5 29.9 8.4 6.4 43.4 17.9 irri. psw. semi-mech.standard. standard 7.9 119.2 28.8 6.2 6.2 51.2 19.7 irri. prw. semi-mech.standard. standard 71.0 80.4 13.7 8.2 6.8 41.5 21.5 irri. scwn.semi-mech.standard. standard 3.3 4.7 13.6 32.0 13.6 36.6 17.9 irri. srwn.semi-mech.standard. standard 3.0 8.7 13.4 31.5 12.8 13.1 36.6 14.0 irri. scws.semi-mech.standard. standard 2.3 2.9 43.5 13.4 35.3 13.3 38.8 14.2 irri. srws.semi-mech.standard. standard 5.0 43.7 13.2 34.5 13.1 37.6 13.5 13.5 maize. nwfp.bullock. standard. standard 43.4 38.6 0.7 2.7 46.1 maize. pcw. bullock. standard. standard 10.8 4.5 16.7 44.2 2.5 26.8 27.0 maize. psw. bullock. standard. standard 10.2 4.1 15.9 42.3 2.0 23.0 23.8 maize. prw. bullock. standard. standard 10.2 4.1 15.9 42.3 2.0 23.0 23.8 maize. scwn.bullock. standard. standard 18.65 27.4 3.2 3.2 3.2 57.4 maize. scws.bullock. standard. standard 17.9 26.8 3.0 3.0 3.0 3.0 59.3 maize. nwfp.semi-mech.standard. standard 14.6 38.6 0.7 2.7 43.8 maize. pcw. semi-mech.standard. standard 2.41 8.36 44.2 2.5 26.0 26.8 maize. psw. semi-mech.standard. standard 2.24 8.06 42.3 2.5 22.0 22.5 maize. prw. semi-mech.standard. standard 2.24 8.06 42.3 2.5 22.0 22.5 maize. scwn.semi-mech.standard. standard 3.1 5.2 3.2 3.2 3.2 57.4 maize. scws.semi-mech.standard. standard 3.4 5.8 3.0 3.0 3.0 3.0 59.3 mus+rap.nwfp.bullock. standard. standard 8.9 10.5 18.0 14.6 23.0 23.0 mus+rap.pmw. bullock. standard. standard 25.7 15.0 20.5 19.3 9.0 23.0 mus+rap.pcw. bullock. standard. standard 21.75 20.5 6.0 10.8 13.6 13.9 mus+rap.psw. bullock. standard. standard 20.5 4.0 3.0 10.2 12.8 13.2 23.0 mus+rap.prw. bullock. standard. standard 3.5 3.0 19.1 15.7 25.5 23.0 mus+rap.scwn.bullock. standard. standard 1.5 1.5 1.5 15.1 12.3 1.5 1.5 mus+rap.srwn.bullock. standard. standard 1.5 1.5 1.5 15.2 12.7 1.5 1.5 mus+rap.srws.bullock. standard. standard 1.5 1.5 1.5 15.2 12.7 1.5 1.5 mus+rap.scws.bullock. standard. standard 1.5 1.5 1.5 13.5 7.6 1.5 1.5 mus+rap.nwfp.semi-mech.standard. standard 1.87 3.45 6.0 14.6 23.0 23.0 mus+rap.pmw. semi-mech.standard. standard 25.7 13.5 18.0 3.8 5.5 23.0 mus+rap.pcw. semi-mech.standard. standard 21.75 20.25 6.0 1.62 5.08 13.9 mus+rap.psw. semi-mech.standard. standard 20.5 3.5 2.5 1.54 4.9 13.2 23.0 mus+rap.prw. semi-mech.standard. standard 4.0 2.0 5.94 15.7 25.5 23.0 mus+rap.scwn.semi-mech.standard. standard 1.0 1.0 1.0 3.7 2.8 1.0 1.0 mus+rap.srwn.semi-mech.standard. standard 1.0 1.0 1.0 3.1 2.5 1.0 1.0 mus+rap.srws.semi-mech.standard. standard 1.0 1.0 1.0 3.1 2.5 1.0 1.0 mus+rap.scws.semi-mech.standard. standard 1.0 1.0 1.0 3.3 2.9 1.0 1.0 sc-gur. nwfp.bullock. standard. standard 154.6 147 57.4 23.4 5.4 5.74 3.4 3.4 24.0 54.0 216 208.2 sc-gur.(pmw,pcw,psw,prw). bullock. standard. standard 159 80.4 54.4 22.5 4.75 5.05 3.0 3.0 3.0 1.5 150.3 148.5 sc-gur. scwn.bullock. standard. standard 207.6 149.4 53.2 20.8 3.2 8.9 3.2 3.2 3.2 3.2 183.4 195.6 sc-gur. srwn.bullock. standard. standard 213.7 145.2 54.4 21.7 3.2 9.0 3.2 3.2 3.2 3.2 187.3 198 sc-gur. scws.bullock. standard. standard 207.1 163.5 53.4 31.5 3.2 9.0 3.2 3.2 3.2 3.2 187.4 191.5 sc-gur. srws.bullock. standard. standard 208.2 161.4 49.5 37.2 3.2 9.0 3.2 3.2 3.2 3.2 183.2 197.5 sc-gur. nwfp.semi-mech.standard. standard 143.1 144.1 50.15 23.4 5.4 5.74 3.4 3.4 17.5 54.0 216 201.9 sc-gur.(pmw,pcw,psw,prw). semi-mech.standard. standard 151.2 80.62 48.92 22.5 4.75 5.05 3.0 3.0 3.0 1.5 148.3 142.3 sc-gur. scwn.semi-mech.standard. standard 201.2 143.4 48.5 16.4 3.2 8.9 3.2 3.2 3.2 3.2 179.2 193.4 sc-gur. srwn.semi-mech.standard. standard 209.4 139.8 51.4 18.6 3.2 9.0 3.2 3.2 3.2 3.2 184.3 193.7 sc-gur. scws.semi-mech.standard. standard 201.6 156.5 47.4 28.2 3.2 9.0 3.2 3.2 3.2 3.2 181.5 186.4 sc-gur. srws.semi-mech.standard. standard 203.5 153.4 44.5 32.6 3.2 9.0 3.2 3.2 3.2 3.2 179.8 191.6 sc-mill.nwfp.bullock. standard. standard 120 115 95.0 65.0 5.4 5.74 3.4 3.4 23.4 54.0 107 125 sc-mill.pmw. bullock. standard. standard 87.0 85.2 74.0 64.5 44.5 5.05 3.0 3.0 3.0 1.5 74.0 85.5 sc-mill.pcw. bullock. standard. standard 90.0 85.0 95.0 72.1 30.0 5.05 3.0 3.0 3.0 1.5 85.0 95.0 sc-mill.psw. bullock. standard. standard 88.0 85.0 95.0 70.0 40.0 5.05 3.0 3.0 3.0 1.5 85.0 85.0 sc-mill.prw. bullock. standard. standard 90.0 95.0 90.9 65.0 38.5 5.05 3.0 3.0 3.0 1.5 84.0 85.5 sc-mill.scwn.bullock. standard. standard 87.5 85.0 92.1 47.5 3.2 8.4 35.4 3.2 3.2 3.2 93.1 87.3 sc-mill.srwn.bullock. standard. standard 89.3 87.1 94.2 43.1 3.2 9.2 37.8 3.2 3.2 3.2 94.2 89.1 sc-mill.scws.bullock. standard. standard 98.4 95.3 102.4 46.2 3.2 9.8 39.4 3.2 3.2 3.2 92.8 93.7 sc-mill.srws.bullock. standard. standard 94.7 96.5 103.4 41.4 3.2 8.9 41.3 3.2 3.2 3.2 91.7 89.8 sc-mill.nwfp.semi-mech.standard. standard 116 116 90.6 58.0 5.4 5.74 3.4 3.4 22.0 51.0 102 120 sc-mill.pmw. semi-mech.standard. standard 84.0 81.5 20.0 59.0 59.0 38.5 5.05 3.0 3.0 1.5 69.5 80.5 sc-mill.pcw. semi-mech.standard. standard 86.5 81.5 90.0 64.0 34.5 5.05 3.0 3.0 3.0 1.5 80.5 90.5 sc-mill.psw. semi-mech.standard. standard 86.0 82.0 90.5 64.5 35.0 5.05 3.0 3.0 3.0 1.5 81.5 84.0 sc-mill.prw. semi-mech.standard. standard 87.0 92.5 87.0 62.5 35.0 5.05 3.0 3.0 3.0 1.5 80.0 81.5 sc-mill.scwn.semi-mech.standard. standard 83.5 81.9 89.2 43.4 3.2 8.4 35.4 3.2 3.2 3.2 89.1 83.8 sc-mill.srwn.semi-mech.standard. standard 84.1 82.3 90.1 44.5 3.2 9.2 35.7 3.2 3.2 3.2 91.2 84.5 sc-mill.scws.semi-mech.standard. standard 96.5 92.7 99.4 46.2 3.2 9.8 39.4 3.2 3.2 3.2 89.8 91.1 sc-mill.srws.semi-mech.standard. standard 92.8 93.7 101.8 39.1 3.2 8.9 40.5 3.2 3.2 3.2 89.5 84.7 kha-fod.srws.bullock. la-plant. standard 13.4 3.0 3.0 8.3 3.0 3.0 kha-fod.nwfp.bullock. standard. standard 18.5 2.5 3.0 17.5 2.0 18.0 3.0 1.5 kha-fod.pmw. bullock. standard. standard 16.5 3.0 3.5 17.0 4.5 18.5 2.5 0.5 kha-fod.pcw. bullock. standard. standard 18.5 2.0 3.0 18.7 4.0 18.0 3.0 1.0 kha-fod.psw. bullock. standard. standard 18.5 1.8 2.5 25.5 4.5 27.5 2.5 1.2 kha-fod.prw. bullock. standard. standard 17.0 1.5 2.5 20.0 4.0 18.5 3.0 1.5 kha-fod.scwn.bullock. standard. standard 10.7 3.0 7.3 3.0 3.0 7.3 3.0 3.0 kha-fod.scws.bullock. standard. standard 13.4 3.0 8.2 3.0 3.0 8.3 3.0 3.0 kha-fod.srwn.bullock. standard. standard 14.3 3.0 11.4 3.0 3.0 7.5 3.0 3.0 kha-fod.srws.bullock. standard. standard 14.3 3.0 11.4 3.0 3.0 7.5 3.0 3.0 kha-fod.srws.semi-mech.la-plant. standard 4.0 2.1 0.8 2.3 1.2 1.2 kha-fod.nwfp.semi-mech.standard. standard 7.0 1.0 2.5 6.0 3.5 7.0 3.0 1.5 kha-fod.pmw. semi-mech.standard. standard 7.5 1.5 1.0 7.0 1.0 8.0 2.0 1.0 kha-fod.pcw. semi-mech.standard. standard 6.0 1.3 4.5 6.5 4.2 5.5 2.0 1.5 kha-fod.psw. semi-mech.standard. standard 5.5 1.2 1.7 7.0 4.5 4.0 2.0 1.5 kha-fod.prw. semi-mech.standard. standard 6.0 1.5 2.0 8.5 3.8 5.5 2.2 1.5 kha-fod.scwn.semi-mech.standard. standard 2.1 1.2 2.7 1.2 1.2 2.7 1.2 1.2 kha-fod.scws.semi-mech.standard. standard 2.0 1.2 2.8 1.2 1.2 2.9 1.2 1.2 kha-fod.srwn.semi-mech.standard. standard 2.2 1.2 2.1 1.2 1.2 2.3 1.2 1.2 kha-fod.srws.semi-mech.standard. standard 2.2 1.2 2.1 1.2 1.2 2.3 1.2 1.2 wheat. nwfp.bullock. la-plant. heavy 5.8 3.7 3.7 38.3 14.2 43.6 3.7 wheat. pmw. bullock. la-plant. heavy 3.4 2.9 1.7 36.3 12.1 31.9 2.9 wheat. pcw. bullock. la-plant. heavy 4.3 3.9 3.9 33.2 12.3 45.2 3.9 wheat. psw. bullock. la-plant. heavy 4.4 2.7 2.4 35.9 15.3 41.4 4.0 wheat. prw. bullock. la-plant. heavy 4.1 2.4 2.4 36.1 15.4 17.2 19.1 wheat. scwn.bullock. la-plant. heavy 3.2 3.2 24.0 34.0 3.2 wheat. srwn.bullock. la-plant. heavy 3.2 3.2 25.4 37.5 3.2 wheat. scws.bullock. la-plant. heavy 3.2 3.2 14.0 7.3 36.3 3.2 wheat. srws.bullock. la-plant. heavy 3.2 3.2 10.7 7.1 36.2 3.2 wheat. nwfp.bullock. la-plant. january 5.8 3.7 3.7 38.3 14.2 43.6 3.7 wheat. pmw. bullock. la-plant. january 3.4 2.9 1.7 36.3 12.1 31.9 2.9 wheat. pcw. bullock. la-plant. january 4.3 3.9 3.9 33.2 12.3 45.2 3.9 wheat. psw. bullock. la-plant. january 4.4 2.7 2.4 35.9 15.3 41.4 4.0 wheat. prw. bullock. la-plant. january 4.1 2.4 2.4 36.1 15.4 17.2 19.1 wheat. scwn.bullock. la-plant. january 3.2 3.2 24.0 34.0 3.2 wheat. srwn.bullock. la-plant. january 3.2 3.2 25.4 37.5 3.2 wheat. scws.bullock. la-plant. january 3.2 3.2 14.0 7.3 36.3 3.2 wheat. srws.bullock. la-plant. january 3.2 3.2 10.7 7.1 36.2 3.2 wheat. nwfp.bullock. la-plant. light 5.8 3.7 3.7 50.1 18.5 43.6 3.7 wheat. pmw. bullock. la-plant. light 3.4 2.9 1.7 47.5 15.8 31.9 2.9 wheat. pcw. bullock. la-plant. light 4.3 3.9 3.9 43.4 16.1 45.2 3.9 wheat. psw. bullock. la-plant. light 4.4 2.7 2.4 47.0 20.1 41.4 4.0 wheat. prw. bullock. la-plant. light 4.1 2.4 2.4 47.1 20.1 17.2 19.1 wheat. scwn.bullock. la-plant. light 3.2 3.2 31.4 34.0 3.2 wheat. srwn.bullock. la-plant. light 3.2 3.2 33.2 37.5 3.2 wheat. scws.bullock. la-plant. light 3.2 3.2 18.3 9.6 36.3 3.2 wheat. srws.bullock. la-plant. light 3.2 3.2 13.9 9.3 36.2 3.2 wheat. nwfp.bullock. la-plant. standard 5.8 3.7 3.7 59.0 21.8 43.6 3.7 wheat. pmw. bullock. la-plant. standard 3.4 2.9 1.7 55.9 18.6 31.9 2.9 wheat. pcw. bullock. la-plant. standard 4.3 3.9 3.9 51.4 18.9 45.2 3.9 wheat. psw. bullock. la-plant. standard 4.4 2.7 2.4 55.3 23.6 41.4 4.0 wheat. prw. bullock. la-plant. standard 4.1 2.4 2.4 55.5 23.7 17.2 19.1 wheat. scwn.bullock. la-plant. standard 3.2 3.2 37.0 34.0 3.2 wheat. srwn.bullock. la-plant. standard 3.2 3.2 39.1 37.5 3.2 wheat. scws.bullock. la-plant. standard 3.2 3.2 21.5 11.3 36.3 3.2 wheat. srws.bullock. la-plant. standard 3.2 3.2 16.4 10.9 36.2 3.2 wheat. nwfp.bullock. qk-harv. heavy 5.8 3.7 3.7 59.8 22.3 21.2 3.7 wheat. pmw. bullock. qk-harv. heavy 3.4 2.9 1.7 55.1 15.9 16.0 2.9 wheat. pcw. bullock. qk-harv. heavy 4.3 3.9 3.9 57.3 18.6 23.9 3.9 wheat. psw. bullock. qk-harv. heavy 4.4 2.7 2.4 58.4 18.3 23.1 4.0 wheat. prw. bullock. qk-harv. heavy 4.1 2.4 2.4 58.6 33.9 2.4 wheat. scwn.bullock. qk-harv. heavy 3.2 3.2 19.2 8.3 18.9 15.1 3.2 wheat. srwn.bullock. qk-harv. heavy 3.2 3.2 19.3 9.6 20.2 17.3 3.2 wheat. scws.bullock. qk-harv. heavy 3.2 3.2 24.2 16.2 20.1 3.2 wheat. srws.bullock. qk-harv. heavy 3.2 3.2 22.3 16.5 19.7 3.2 wheat. nwfp.bullock. qk-harv. january 5.8 3.7 3.7 59.8 22.3 21.2 3.7 wheat. pmw. bullock. qk-harv. january 3.4 2.9 1.7 55.1 15.9 16.0 2.9 wheat. pcw. bullock. qk-harv. january 4.3 3.9 3.9 57.3 18.6 23.9 3.9 wheat. psw. bullock. qk-harv. january 4.4 2.7 2.4 58.4 18.3 23.1 4.0 wheat. prw. bullock. qk-harv. january 4.1 2.4 2.4 58.6 33.9 2.4 wheat. scwn.bullock. qk-harv. january 3.2 3.2 19.2 8.3 18.9 15.1 3.2 wheat. srwn.bullock. qk-harv. january 3.2 3.2 19.3 9.6 20.2 17.3 3.2 wheat. scws.bullock. qk-harv. january 3.2 3.2 24.2 16.2 20.1 3.2 wheat. srws.bullock. qk-harv. january 3.2 3.2 22.3 16.5 19.7 3.2 wheat. nwfp.bullock. qk-harv. light 5.8 3.7 3.7 78.2 22.3 21.2 3.7 wheat. pmw. bullock. qk-harv. light 3.4 2.9 1.7 72.0 15.9 16.0 2.9 wheat. pcw. bullock. qk-harv. light 4.3 3.9 3.9 74.9 18.6 23.9 3.9 wheat. psw. bullock. qk-harv. light 4.4 2.7 2.4 76.3 18.3 23.1 4.0 wheat. prw. bullock. qk-harv. light 4.1 2.4 2.4 76.6 33.9 2.4 wheat. scwn.bullock. qk-harv. light 3.2 3.2 25.1 10.8 18.9 15.1 3.2 wheat. srwn.bullock. qk-harv. light 3.2 3.2 25.2 12.6 20.2 17.3 3.2 wheat. scws.bullock. qk-harv. light 3.2 3.2 31.7 16.2 20.1 3.2 wheat. srws.bullock. qk-harv. light 3.2 3.2 29.3 16.5 19.7 3.2 wheat. nwfp.bullock. qk-harv. standard 5.8 3.7 3.7 91.9 22.3 21.2 3.7 wheat. pmw. bullock. qk-harv. standard 3.4 2.9 1.7 84.8 15.9 16.0 2.9 wheat. pcw. bullock. qk-harv. standard 4.3 3.9 3.9 88.1 18.6 23.9 3.9 wheat. psw. bullock. qk-harv. standard 4.4 2.7 2.4 89.8 18.3 23.1 4.0 wheat. prw. bullock. qk-harv. standard 4.1 2.4 2.4 90.1 33.9 2.4 wheat. scwn.bullock. qk-harv. standard 3.2 3.2 29.5 12.7 18.9 15.1 3.2 wheat. srwn.bullock. qk-harv. standard 3.2 3.2 29.7 14.8 20.2 17.3 3.2 wheat. scws.bullock. qk-harv. standard 3.2 3.2 37.3 16.2 20.1 3.2 wheat. srws.bullock. qk-harv. standard 3.2 3.2 34.3 16.5 19.7 3.2 wheat. nwfp.bullock. standard. heavy 5.8 3.7 3.7 43.6 16.1 22.3 21.2 3.7 wheat. pmw. bullock. standard. heavy 3.4 2.9 1.7 41.3 13.8 15.9 16.0 2.9 wheat. pcw. bullock. standard. heavy 4.3 3.9 3.9 41.9 15.5 18.6 23.9 3.9 wheat. psw. bullock. standard. heavy 4.4 2.7 2.4 40.9 17.5 18.3 23.1 4.0 wheat. prw. bullock. standard. heavy 4.1 2.4 2.4 41.0 17.6 33.9 2.4 wheat. scwn.bullock. standard. heavy 3.2 3.2 27.4 18.9 15.1 3.2 wheat. srwn.bullock. standard. heavy 3.2 3.2 28.9 20.2 17.3 3.2 wheat. scws.bullock. standard. heavy 3.2 3.2 15.9 8.3 16.2 20.1 3.2 wheat. srws.bullock. standard. heavy 3.2 3.2 14.2 8.0 16.5 19.7 3.2 wheat. nwfp.bullock. standard. january 5.8 3.7 3.7 43.6 16.1 22.3 21.2 3.7 wheat. pmw. bullock. standard. january 3.4 2.9 1.7 41.3 13.8 15.9 16.0 2.9 wheat. pcw. bullock. standard. january 4.3 3.9 3.9 41.9 15.5 18.6 23.9 3.9 wheat. psw. bullock. standard. january 4.4 2.7 2.4 40.9 17.5 18.3 23.1 4.0 wheat. prw. bullock. standard. january 4.1 2.4 2.4 41.0 17.6 33.9 2.4 wheat. scwn.bullock. standard. january 3.2 3.2 27.4 18.9 15.1 3.2 wheat. srwn.bullock. standard. january 3.2 3.2 18.9 20.2 17.3 3.2 wheat. scws.bullock. standard. january 3.2 3.2 15.9 8.3 16.2 20.1 3.2 wheat. srws.bullock. standard. january 3.2 3.2 14.2 8.0 16.5 19.7 3.2 wheat. nwfp.bullock. standard. light 5.8 3.7 3.7 57.0 21.1 22.3 21.2 3.7 wheat. pmw. bullock. standard. light 3.4 2.9 1.7 54.1 18.0 15.9 16.0 2.9 wheat. pcw. bullock. standard. light 4.3 3.9 3.9 54.7 20.2 18.6 23.9 3.9 wheat. psw. bullock. standard. light 4.4 2.7 2.4 53.5 22.9 18.3 23.1 4.0 wheat. prw. bullock. standard. light 4.1 2.4 2.4 53.6 23.0 33.9 2.4 wheat. scwn.bullock. standard. light 3.2 3.2 35.9 18.9 15.1 3.2 wheat. srwn.bullock. standard. light 3.2 3.2 37.8 20.2 17.3 3.2 wheat. scws.bullock. standard. light 3.2 3.2 20.8 10.9 16.2 20.1 3.2 wheat. srws.bullock. standard. light 3.2 3.2 18.6 10.7 16.5 19.7 3.2 wheat. nwfp.bullock. standard. standard 5.8 3.7 3.7 67.1 24.8 22.3 21.2 3.7 wheat. pmw. bullock. standard. standard 3.4 2.9 1.7 63.6 21.2 15.9 16.0 2.9 wheat. pcw. bullock. standard. standard 4.3 3.9 3.9 64.4 23.8 18.6 23.9 3.9 wheat. psw. bullock. standard. standard 4.4 2.7 2.4 62.9 26.9 18.3 23.1 4.0 wheat. prw. bullock. standard. standard 4.1 2.4 2.4 63.1 27.0 33.9 2.4 wheat. scwn.bullock. standard. standard 3.2 3.2 42.2 18.9 15.1 3.2 wheat. srwn.bullock. standard. standard 3.2 3.2 44.5 20.2 17.3 3.2 wheat. scws.bullock. standard. standard 3.2 3.2 24.5 12.8 16.2 20.1 3.2 wheat. srws.bullock. standard. standard 3.2 3.2 21.9 12.4 16.5 19.7 3.2 wheat. nwfp.semi-mech.la-plant. heavy 5.8 3.7 3.7 37.2 12.4 13.8 3.7 wheat. pmw. semi-mech.la-plant. heavy 3.4 2.9 1.7 33.1 11.1 2.3 10.7 wheat. pcw. semi-mech.la-plant. heavy 4.3 3.9 3.9 34.3 11.2 8.0 11.5 wheat. psw. semi-mech.la-plant. heavy 4.4 2.7 2.4 32.4 13.9 3.4 15.6 wheat. prw. semi-mech.la-plant. heavy 4.1 2.4 2.4 32.3 13.8 11.9 wheat. scwn.semi-mech.la-plant. heavy 3.2 3.2 22.4 3.1 9.1 wheat. srwn.semi-mech.la-plant. heavy 3.2 3.2 25.4 2.9 9.6 wheat. scws.semi-mech.la-plant. heavy 3.2 3.2 14.0 7.3 3.2 11.0 wheat. srws.semi-mech.la-plant. heavy 3.2 3.2 10.7 7.1 3.2 11.0 wheat. nwfp.semi-mech.la-plant. january 5.8 3.7 3.7 37.2 12.4 13.8 3.7 wheat. pmw. semi-mech.la-plant. january 3.4 2.9 1.7 33.1 11.1 2.3 10.7 wheat. pcw. semi-mech.la-plant. january 4.3 3.9 3.9 34.3 11.2 8.0 11.5 wheat. psw. semi-mech.la-plant. january 4.4 2.7 2.4 32.4 13.9 3.4 15.6 wheat. prw. semi-mech.la-plant. january 4.1 2.4 2.4 32.3 13.8 11.9 wheat. scwn.semi-mech.la-plant. january 3.2 3.2 22.9 3.1 9.1 wheat. srwn.semi-mech.la-plant. january 3.2 3.2 25.4 2.9 9.6 wheat. scws.semi-mech.la-plant. january 3.2 3.2 14.0 7.3 3.2 11.0 wheat. srws.semi-mech.la-plant. january 3.2 3.2 10.7 7.1 3.2 11.0 wheat. nwfp.semi-mech.la-plant. light 5.8 3.7 3.7 48.6 16.2 13.8 3.7 wheat. pmw. semi-mech.la-plant. light 3.4 2.9 1.7 43.3 14.4 2.3 10.7 wheat. pcw. semi-mech.la-plant. light 4.3 3.9 3.9 44.9 14.6 8.0 11.5 wheat. psw. semi-mech.la-plant. light 4.4 2.7 2.4 42.4 18.2 3.4 15.6 wheat. prw. semi-mech.la-plant. light 4.1 2.4 2.4 42.2 18.1 11.9 wheat. scwn.semi-mech.la-plant. light 3.2 3.2 31.4 3.1 9.1 wheat. srwn.semi-mech.la-plant. light 3.2 3.2 33.2 2.9 9.6 wheat. scws.semi-mech.la-plant. light 3.2 3.2 18.3 9.6 3.2 11.0 wheat. srws.semi-mech.la-plant. light 3.2 3.2 13.9 9.3 3.2 11.0 wheat. nwfp.semi-mech.la-plant. standard 5.8 3.7 3.7 57.2 19.1 13.8 3.7 wheat. pmw. semi-mech.la-plant. standard 3.4 2.9 1.7 51.0 17.0 2.3 10.7 wheat. pcw. semi-mech.la-plant. standard 4.3 3.9 3.9 52.8 17.2 8.0 11.5 wheat. psw. semi-mech.la-plant. standard 4.4 2.7 2.4 49.4 21.4 3.4 15.6 wheat. prw. semi-mech.la-plant. standard 4.1 2.4 2.4 49.7 21.3 11.9 wheat. scwn.semi-mech.la-plant. standard 3.2 3.2 37.0 3.1 9.1 wheat. srwn.semi-mech.la-plant. standard 3.2 3.2 39.1 2.9 9.6 wheat. scws.semi-mech.la-plant. standard 3.2 3.2 21.5 11.3 3.2 11.0 wheat. srws.semi-mech.la-plant. standard 3.2 3.2 16.4 10.9 3.2 11.0 wheat. nwfp.semi-mech.qk-harv. heavy 5.8 3.7 3.7 56.4 4.1 9.7 3.7 wheat. pmw. semi-mech.qk-harv. heavy 3.4 2.9 1.7 50.2 2.3 7.8 2.9 wheat. pcw. semi-mech.qk-harv. heavy 4.3 3.9 3.9 44.0 15.6 3.9 wheat. psw. semi-mech.qk-harv. heavy 4.4 2.7 2.4 58.4 3.4 11.6 4.0 wheat. prw. semi-mech.qk-harv. heavy 4.1 2.4 2.4 52.4 9.5 2.4 wheat. scwn.semi-mech.qk-harv. heavy 3.2 3.2 19.2 8.2 9.0 3.2 wheat. srwn.semi-mech.qk-harv. heavy 3.2 3.2 19.3 9.6 9.3 3.2 wheat. scws.semi-mech.qk-harv. heavy 3.2 3.2 24.2 11.0 3.2 wheat. srws.semi-mech.qk-harv. heavy 3.2 3.2 22.3 11.0 3.2 wheat. nwfp.semi-mech.qk-harv. january 5.8 3.7 3.7 56.4 4.1 9.7 3.7 wheat. pmw. semi-mech.qk-harv. january 3.4 2.9 1.7 50.2 2.3 7.8 2.9 wheat. pcw. semi-mech.qk-harv. january 4.3 3.9 3.9 44.0 15.6 3.9 wheat. psw. semi-mech.qk-harv. january 4.4 2.7 2.4 58.4 3.4 11.6 4.0 wheat. prw. semi-mech.qk-harv. january 4.1 2.4 2.4 52.4 9.5 2.4 wheat. scwn.semi-mech.qk-harv. january 3.2 3.2 19.2 8.2 9.0 3.2 wheat. srwn.semi-mech.qk-harv. january 3.2 3.2 19.3 9.6 9.3 3.2 wheat. scws.semi-mech.qk-harv. january 3.2 3.2 24.2 11.0 3.2 wheat. srws.semi-mech.qk-harv. january 3.2 3.2 22.3 11.0 3.2 wheat. nwfp.semi-mech.qk-harv. light 5.8 3.7 3.7 73.8 4.1 9.7 3.7 wheat. pmw. semi-mech.qk-harv. light 3.4 2.9 1.7 65.7 2.3 7.8 2.9 wheat. pcw. semi-mech.qk-harv. light 4.3 3.9 3.9 67.7 15.6 3.9 wheat. psw. semi-mech.qk-harv. light 4.4 2.7 2.4 68.9 3.4 11.6 4.0 wheat. prw. semi-mech.qk-harv. light 4.1 2.4 2.4 68.6 9.5 2.4 wheat. scwn.semi-mech.qk-harv. light 3.2 3.2 25.1 10.8 9.0 3.2 wheat. srwn.semi-mech.qk-harv. light 3.2 3.2 25.2 12.6 9.3 3.2 wheat. scws.semi-mech.qk-harv. light 3.2 3.2 31.7 11.0 3.2 wheat. srws.semi-mech.qk-harv. light 3.2 3.2 29.3 11.0 3.2 wheat. nwfp.semi-mech.qk-harv. standard 5.8 3.7 3.7 86.8 4.1 9.7 3.7 wheat. pmw. semi-mech.qk-harv. standard 3.4 2.9 1.7 77.3 2.3 7.8 2.9 wheat. pcw. semi-mech.qk-harv. standard 4.3 3.9 3.9 79.6 15.6 3.9 wheat. psw. semi-mech.qk-harv. standard 4.4 2.7 2.4 81.1 3.4 11.6 4.0 wheat. prw. semi-mech.qk-harv. standard 4.1 2.4 2.4 80.7 9.5 2.4 wheat. scwn.semi-mech.qk-harv. standard 3.2 3.2 29.5 12.7 9.0 3.2 wheat. srwn.semi-mech.qk-harv. standard 3.2 3.2 29.7 14.8 9.3 3.2 wheat. scws.semi-mech.qk-harv. standard 3.2 3.2 37.3 11.0 3.2 wheat. srws.semi-mech.qk-harv. standard 3.2 3.2 34.3 11.0 3.2 wheat. nwfp.semi-mech.standard. heavy 5.8 3.7 3.7 42.3 14.1 4.1 9.7 3.7 wheat. pmw. semi-mech.standard. heavy 3.4 2.9 1.7 37.7 12.5 2.3 7.8 2.9 wheat. pcw. semi-mech.standard. heavy 4.3 3.9 3.9 39.1 12.7 15.6 3.9 wheat. psw. semi-mech.standard. heavy 4.4 2.7 2.4 36.9 15.8 3.4 11.6 4.0 wheat. prw. semi-mech.standard. heavy 4.1 2.4 2.4 36.7 15.7 9.5 2.4 wheat. scwn.semi-mech.standard. heavy 3.2 3.2 27.4 9.0 3.2 wheat. srwn.semi-mech.standard. heavy 3.2 3.2 28.9 9.3 3.2 wheat. scws.semi-mech.standard. heavy 3.2 3.2 15.9 8.3 11.0 3.2 wheat. srws.semi-mech.standard. heavy 3.2 3.2 14.2 8.0 11.0 3.2 wheat. nwfp.semi-mech.standard. january 5.8 3.7 3.7 42.3 14.1 4.1 9.7 3.7 wheat. pmw. semi-mech.standard. january 3.4 2.9 1.7 37.7 12.5 2.3 7.8 2.9 wheat. pcw. semi-mech.standard. january 4.3 3.9 3.9 39.1 12.7 15.6 3.9 wheat. psw. semi-mech.standard. january 4.4 2.7 2.4 36.9 15.8 3.4 11.6 4.0 wheat. prw. semi-mech.standard. january 4.1 2.4 2.4 36.7 15.7 9.5 2.4 wheat. scwn.semi-mech.standard. january 3.2 3.2 27.4 9.0 3.2 wheat. srwn.semi-mech.standard. january 3.2 3.2 28.9 9.3 3.2 wheat. scws.semi-mech.standard. january 3.2 3.2 15.9 8.3 11.0 3.2 wheat. srws.semi-mech.standard. january 3.2 3.2 14.2 8.0 11.0 3.2 wheat. nwfp.semi-mech.standard. light 5.8 3.7 3.7 55.3 18.4 4.1 9.7 3.7 wheat. pmw. semi-mech.standard. light 3.4 2.9 1.7 49.3 16.4 2.3 7.8 2.9 wheat. pcw. semi-mech.standard. light 4.3 3.9 3.9 51.1 16.6 15.6 3.9 wheat. psw. semi-mech.standard. light 4.4 2.7 2.4 48.3 20.7 3.4 11.6 4.0 wheat. prw. semi-mech.standard. light 4.1 2.4 2.4 48.0 20.6 9.5 2.4 wheat. scwn.semi-mech.standard. light 3.2 3.2 35.9 9.0 3.2 wheat. srwn.semi-mech.standard. light 3.2 3.2 37.8 9.3 3.2 wheat. scws.semi-mech.standard. light 3.2 3.2 20.8 10.9 11.0 3.2 wheat. srws.semi-mech.standard. light 3.2 3.2 18.6 10.7 11.0 3.2 wheat. nwfp.semi-mech.standard. standard 5.8 3.7 3.7 65.1 21.7 4.1 9.7 3.7 wheat. pmw. semi-mech.standard. standard 3.4 2.9 1.7 58.0 19.3 2.3 7.8 2.9 wheat. pcw. semi-mech.standard. standard 4.3 3.9 3.9 60.1 19.5 15.6 3.9 wheat. psw. semi-mech.standard. standard 4.4 2.7 2.4 56.8 24.3 3.4 11.6 4.0 wheat. prw. semi-mech.standard. standard 4.1 2.4 2.4 56.5 24.2 9.5 2.4 wheat. scwn.semi-mech.standard. standard 3.2 3.2 42.2 9.0 3.2 wheat. srwn.semi-mech.standard. standard 3.2 3.2 44.5 9.3 3.2 wheat. scws.semi-mech.standard. standard 3.2 3.2 24.5 12.8 11.0 3.2 wheat. srws.semi-mech.standard. standard 3.2 3.2 21.9 12.4 11.0 3.2 orchard.(nwfp,pmw,pcw,psw,prw). (bullock,semi-mech).standard.standard 41 41.8 17.3 14.5 14.5 22. 22. 50. 29. 39. 56.5 28.3 orchard.(scwn,scws,srwn,srws). (bullock,semi-mech).standard.standard 31 31. 31. 31. 25. 22. 22. 22. 31. 31. 31. 31. potatoes.(scwn,scws,srwn,srws). semi-mech.standard.standard 100 100 50 50 100 50 potatoes.(nwfp,pmw,psw,pcw,prw).semi-mech. standard.standard 70 24 150 8 onions.(nwfp,pmw,psw,pcw,prw).semi-mech. standard.standard 160 8 32 32 160 onions.(scwn,scws,srwn,srws).semi-mech. standard.standard 160 160 8 32 32 chilli.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard 100 2 20 10 20 10 20 8 8 chilli.(scwn,scws,srwn,srws).semi-mech. standard.standard 16 32 28 28 100 ; Table water(c,z,t,s,w,m) 'water requirements (acre feet per acre)' jan feb mar apr may jun jul aug sep oct nov dec basmati.(pmw,pcw,psw).(bullock,semi-mech).standard.standard .37 .84 .93 .93 .47 basmati.prw.(bullock,semi-mech).standard.standard .56 .84 .93 .93 .56 rab-fod.(psw,prw).(bullock,semi-mech).standard.standard .20 .30 .50 .60 .35 .25 .15 .15 rab-fod.(scws,srws).(bullock,semi-mech).standard.standard .27 .37 .53 .64 .21 .32 .27 .21 rab-fod.srwn.(bullock,semi-mech).standard.heavy .20 .20 .25 .15 .15 rab-fod.srws.(bullock,semi-mech).standard.heavy .27 .21 .32 .27 .21 rab-fod.srwn.(bullock,semi-mech).standard.light .20 .30 .20 .25 .15 .15 rab-fod.srws.(bullock,semi-mech).standard.light .27 .37 .21 .32 .27 .21 rab-fod.nwfp.(bullock,semi-mech).standard.standard .20 .25 .40 .45 .15 .20 .25 .15 .15 rab-fod.pmw.(bullock,semi-mech).standard.standard .20 .25 .40 .50 .10 .25 .15 .15 rab-fod.pcw.(bullock,semi-mech).standard.standard .20 .30 .45 .55 .25 .20 .25 .15 .15 rab-fod.scwn.(bullock,semi-mech).standard.standard .21 .32 .48 .59 .21 .27 .16 .16 rab-fod.srwn.(bullock,semi-mech).standard.standard .20 .30 .45 .55 .20 .25 .15 .15 cotton. pcw. bullock. el-plant. standard .19 .09 .37 .33 .37 .47 .33 .09 cotton.(pmw,psw,prw).(bullock,semi-mech).standard.standard .19 .23 .28 .37 .37 .23 .09 cotton.pcw.(bullock,semi-mech).standard.standard .19 .28 .33 .37 .47 .33 .09 cotton. scwn.bullock. standard. standard .10 .20 .30 .40 .40 .40 .30 cotton.scws.(bullock,semi-mech).standard.standard .20 .20 .30 .40 .40 .40 .20 cotton.srws.(bullock,semi-mech).standard.standard .20 .20 .30 .40 .40 .40 .15 cotton. pcw. semi-mech.la-plant. standard .37 .33 .37 .47 .33 .09 cotton. scwn.semi-mech.standard. standard .25 .35 .40 .40 .40 .30 gram.nwfp.(bullock,semi-mech).standard.standard .10 .20 .10 .10 .05 gram.pmw.(bullock,semi-mech).standard.standard .05 .05 .20 .10 .10 .15 gram.pcw.(bullock,semi-mech).standard.standard .10 .05 .25 .15 .10 .10 gram.(psw,prw).(bullock,semi-mech).standard.standard .10 .10 .20 .15 .10 gram.(scwn,scws).(bullock,semi-mech).standard.standard .11 .21 .21 .21 .11 gram.(srwn,srws).(bullock,semi-mech).standard.standard .10 .20 .20 .20 .10 irri.pmw.(bullock,semi-mech).standard.standard .37 .84 .93 .93 .47 irri.pcw.(bullock,semi-mech).standard.standard .37 .84 .93 .93 .47 irri.psw.(bullock,semi-mech).standard.standard .33 .79 .89 .89 .47 irri.prw.(bullock,semi-mech).standard.standard .56 .84 .93 .93 .65 irri.scwn.(bullock,semi-mech).standard.standard .36 .90 1.01 1.01 .52 irri.srwn.(bullock,semi-mech).standard.standard .78 .96 .96 .96 .45 irri.scws.(bullock,semi-mech).standard.standard .20 .85 1.00 1.00 .75 irri.srws.(bullock,semi-mech).standard.standard .20 1.15 1.15 1.15 .75 maize.nwfp.(bullock,semi-mech).standard.standard .15 .35 .30 .25 .20 maize.(pcw,psw,prw).bullock. standard.standard .10 .10 .30 .30 .40 .20 maize.(pcw,psw,prw).semi-mech. standard.standard .15 .30 .30 .40 .25 maize.scwn.(bullock,semi-mech).standard.standard .21 .32 .32 .43 .43 .21 maize.scws.(bullock,semi-mech).standard.standard .21 .21 .21 .32 .43 .32 .21 mus+rap.nwfp.(bullock,semi-mech).standard.standard .20 .20 .25 .25 .25 mus+rap.pmw.(bullock,semi-mech).standard.standard .20 .20 .25 .20 .20 mus+rap.pcw.(bullock,semi-mech).standard.standard .20 .15 .30 .20 .20 mus+rap.psw.(bullock,semi-mech).standard.standard .20 .20 .20 .20 .20 .20 mus+rap.prw.(bullock,semi-mech).standard.standard .20 .20 .20 .20 .20 mus+rap.scwn.(bullock,semi-mech).standard.standard .21 .21 .21 .21 .21 .21 mus+rap.srwn.(bullock,semi-mech).standard.standard .20 .20 .20 .20 .20 .20 mus+rap.srws.(bullock,semi-mech).standard.standard .20 .20 .20 .20 .20 .20 mus+rap.scws.(bullock,semi-mech).standard.standard .11 .11 .27 .21 .21 .27 sc-gur.nwfp.(bullock,semi-mech).standard.standard .19 .19 .28 .37 .37 .37 .28 .47 .47 .37 .19 .28 sc-gur. pmw. (bullock,semi-mech).standard.standard .14 .09 .23 .33 .33 .28 .23 .37 .37 .19 .09 .19 sc-gur. pcw. (bullock,semi-mech).standard.standard .09 .14 .23 .37 .37 .33 .37 .47 .47 .28 .37 .19 sc-gur. psw. (bullock,semi-mech).standard.standard .09 .09 .23 .33 .33 .33 .37 .47 .47 .23 .23 .09 sc-gur. prw. (bullock,semi-mech).standard.standard .14 .19 .28 .37 .37 .28 .33 .37 .37 .28 .19 .19 sc-gur. scwn.(bullock,semi-mech).standard.standard .25 .30 .40 .40 .40 .55 .60 .60 .50 .40 .30 .25 sc-gur. srwn.(bullock,semi-mech).standard.standard .23 .28 .37 .37 .37 .51 .56 .56 .47 .37 .28 .23 sc-gur. scws.(bullock,semi-mech).standard.standard .25 .35 .40 .40 .40 .55 .65 .65 .60 .50 .35 .25 sc-gur. srws.(bullock,semi-mech).standard.standard .25 .35 .40 .40 .50 .55 .65 .65 .60 .50 .40 .20 sc-mill.nwfp.(bullock,semi-mech).standard.standard .19 .19 .28 .33 .33 .37 .37 .47 .47 .37 .28 .19 sc-mill.pmw.(bullock,semi-mech).standard.standard .14 .09 .23 .33 .33 .28 .23 .37 .37 .19 .09 .19 sc-mill.pcw. (bullock,semi-mech).standard.standard .09 .14 .23 .37 .37 .33 .37 .47 .47 .28 .37 .19 sc-mill.psw. (bullock,semi-mech).standard.standard .09 .09 .23 .33 .33 .33 .37 .47 .47 .23 .23 .09 sc-mill.prw. (bullock,semi-mech).standard.standard .14 .19 .28 .37 .37 .28 .33 .37 .37 .28 .19 .19 sc-mill.scwn.(bullock,semi-mech).standard.standard .25 .30 .40 .40 .40 .55 .60 .60 .50 .40 .30 .25 sc-mill.srwn.(bullock,semi-mech).standard.standard .23 .28 .37 .37 .37 .51 .56 .56 .47 .37 .28 .23 sc-mill.scws.(bullock,semi-mech).standard.standard .25 .35 .40 .40 .40 .55 .65 .65 .60 .50 .35 .25 sc-mill.srws.(bullock,semi-mech).standard.standard .25 .35 .40 .40 .50 .55 .65 .65 .60 .50 .40 .20 kha-fod.srws.(bullock,semi-mech).la-plant.standard .21 .27 .32 .32 .16 .11 kha-fod.nwfp.(bullock,semi-mech).standard.standard .05 .15 .20 .20 .25 .25 .05 kha-fod.pmw. (bullock,semi-mech).standard.standard .05 .05 .20 .20 .30 .25 .15 kha-fod.pcw. (bullock,semi-mech).standard.standard .10 .15 .25 .30 .40 .30 .20 kha-fod.psw. (bullock,semi-mech).standard.standard .15 .25 .35 .35 .30 .25 .20 kha-fod.prw. (bullock,semi-mech).standard.standard .10 .20 .30 .30 .30 .30 .30 kha-fod.scwn.(bullock,semi-mech).standard.standard .11 .11 .21 .21 .32 .32 .21 .11 kha-fod.scws.(bullock,semi-mech).standard.standard .11 .21 .21 .27 .32 .32 .16 .05 kha-fod.srwn.(bullock,semi-mech).standard.standard .21 .32 .27 .27 .32 .21 .32 kha-fod.srws.(bullock,semi-mech).standard.standard .21 .32 .27 .27 .32 .21 .32 wheat. nwfp.bullock. la-plant. heavy .28 .25 .25 wheat. pmw. bullock. la-plant. heavy .22 .28 .16 wheat.(pcw,psw,srwn).bullock.la-plant.heavy .28 .28 .19 wheat. prw. bullock. la-plant. heavy .28 .09 .28 wheat.(scwn,srws).bullock.la-plant.heavy .30 .30 .20 wheat. scws.bullock. la-plant. heavy .30 .30 .35 wheat. nwfp.bullock. la-plant. january .28 .25 .25 wheat. pmw. bullock. la-plant. january .28 .28 .16 wheat.(pcw,psw,srwn).bullock.la-plant.january .28 .28 .19 wheat. prw. bullock. la-plant. january .28 .09 .28 wheat.(scwn,srws).bullock.la-plant.january .30 .30 .20 wheat. scws.bullock. la-plant. january .30 .30 .35 wheat. nwfp.bullock. la-plant. light .22 .35 .25 .25 wheat. pmw. bullock. la-plant. light .22 .28 .28 .16 wheat.(pcw,psw). bullock.la-plant.light .23 .37 .28 .19 wheat. srwn.bullock. la-plant. light .19 .33 .28 .19 wheat. prw. bullock. la-plant. light .23 .37 .09 .28 wheat. scwn.bullock. la-plant. light .20 .40 .30 .20 wheat. scws.bullock. la-plant. light .25 .40 .30 .35 wheat. srws.bullock. la-plant. light .20 .35 .30 .20 wheat. nwfp.bullock. la-plant. standard .22 .35 .41 .25 .25 wheat. pmw. bullock. la-plant. standard .22 .28 .35 .28 .16 wheat. pcw. bullock. la-plant. standard .23 .37 .47 .28 .19 wheat. psw. bullock. la-plant. standard .23 .37 .42 .28 .19 wheat. prw. bullock. la-plant. standard .23 .37 .47 .09 .28 wheat. scwn.bullock. la-plant. standard .20 .40 .40 .30 .20 wheat. srwn.bullock. la-plant. standard .19 .33 .37 .28 .19 wheat. scws.bullock. la-plant. standard .25 .40 .50 .30 .35 wheat. srws.bullock. la-plant. standard .20 .35 .40 .30 .20 wheat.nwfp.bullock.(qk-harv,standard).heavy .28 .19 .16 .16 wheat.pmw. bullock.(qk-harv,standard).heavy .22 .19 .16 .16 wheat.pcw. bullock.(qk-harv,standard).heavy .28 .19 .19 .19 wheat.psw. bullock.(qk-harv,standard).heavy .28 .19 .19 .19 wheat.prw. bullock.(qk-harv,standard).heavy .28 .19 .19 wheat.scwn.bullock.(qk-harv,standard).heavy .30 .20 .20 .20 wheat.srwn.bullock.(qk-harv,standard).heavy .28 .19 .19 .19 wheat.scws.bullock.(qk-harv,standard).heavy .30 .20 .30 .25 wheat.srws.bullock.(qk-harv,standard).heavy .30 .20 .20 .20 wheat.nwfp.bullock.(qk-harv,standard).january .28 .19 .16 .16 wheat.pmw. bullock.(qk-harv,standard).january .28 .19 .16 .16 wheat.pcw. bullock.(qk-harv,standard).january .28 .19 .19 .19 wheat.psw. bullock.(qk-harv,standard).january .28 .19 .19 .19 wheat.prw. bullock.(qk-harv,standard).january .28 .19 .19 wheat.scwn.bullock.(qk-harv,standard).january .30 .20 .20 .20 wheat.srwn.bullock.(qk-harv,standard).january .28 .19 .19 .19 wheat.scws.bullock.(qk-harv,standard).january .30 .20 .30 .25 wheat.srws.bullock.(qk-harv,standard).january .30 .20 .20 .20 wheat.nwfp.bullock.(qk-harv,standard).light .22 .35 .19 .16 .16 wheat.pmw. bullock.(qk-harv,standard).light .22 .28 .19 .16 .16 wheat.pcw. bullock.(qk-harv,standard).light .23 .37 .19 .19 .19 wheat.psw. bullock.(qk-harv,standard).light .23 .37 .19 .19 .19 wheat.prw. bullock.(qk-harv,standard).light .23 .37 .19 .19 wheat.scwn.bullock.(qk-harv,standard).light .20 .40 .20 .20 .20 wheat.srwn.bullock.(qk-harv,standard).light .19 .33 .19 .19 .19 wheat.scws.bullock.(qk-harv,standard).light .25 .40 .20 .30 .25 wheat.srws.bullock.(qk-harv,standard).light .20 .35 .20 .20 .20 wheat.nwfp.bullock.(qk-harv,standard).standard .22 .35 .41 .19 .16 .16 wheat.pmw. bullock.(qk-harv,standard).standard .22 .28 .35 .19 .16 .16 wheat.pcw. bullock.(qk-harv,standard).standard .23 .37 .47 .19 .19 .19 wheat.psw. bullock.(qk-harv,standard).standard .23 .37 .42 .19 .19 .19 wheat.prw. bullock.(qk-harv,standard).standard .23 .37 .47 .19 .19 wheat.scwn.bullock.(qk-harv,standard).standard .20 .40 .40 .20 .20 .20 wheat.srwn.bullock.(qk-harv,standard).standard .19 .33 .37 .19 .19 .19 wheat.scws.bullock.(qk-harv,standard).standard .25 .40 .50 .20 .30 .25 wheat.srws.bullock.(qk-harv,standard).standard .20 .35 .40 .20 .20 .20 wheat.nwfp.semi-mech.(qk-harv,standard).heavy .28 .19 .16 .16 wheat.pmw. semi-mech.(qk-harv,standard).heavy .22 .19 .16 .16 wheat.pcw. semi-mech.(qk-harv,standard).heavy .28 .28 .19 wheat.psw. semi-mech.(qk-harv,standard).heavy .28 .19 .19 .19 wheat.prw. semi-mech.(qk-harv,standard).heavy .28 .19 .19 wheat.srwn.semi-mech.(qk-harv,standard).heavy .28 .28 .19 wheat.srws.semi-mech.(qk-harv,standard).heavy .30 .30 .30 wheat.nwfp.semi-mech.(qk-harv,standard).january .28 .19 .16 .16 wheat.pmw. semi-mech.(qk-harv,standard).january .28 .19 .16 .16 wheat.pcw. semi-mech.(qk-harv,standard).january .28 .28 .19 wheat.psw. semi-mech.(qk-harv,standard).january .28 .19 .19 .19 wheat.prw. semi-mech.(qk-harv,standard).january .28 .19 .19 wheat.srwn.semi-mech.(qk-harv,standard).january .28 .28 .19 wheat.srws.semi-mech.(qk-harv,standard).january .30 .30 .30 wheat.nwfp.semi-mech.(qk-harv,standard).light .22 .35 .19 .16 .16 wheat.pmw. semi-mech.(qk-harv,standard).light .22 .28 .19 .16 .16 wheat.pcw. semi-mech.(qk-harv,standard).light .23 .37 .28 .19 wheat.psw. semi-mech.(qk-harv,standard).light .23 .37 .19 .19 .19 wheat.prw. semi-mech.(qk-harv,standard).light .23 .37 .19 .19 wheat.srwn.semi-mech.(qk-harv,standard).light .19 .33 .28 .19 wheat.srws.semi-mech.(qk-harv,standard).light .20 .35 .30 .30 wheat.nwfp.semi-mech.(qk-harv,standard).standard .22 .35 .41 .19 .16 .16 wheat.pmw. semi-mech.(qk-harv,standard).standard .22 .28 .35 .19 .16 .16 wheat.pcw. semi-mech.(qk-harv,standard).standard .23 .37 .47 .28 .19 wheat.psw. semi-mech.(qk-harv,standard).standard .23 .37 .42 .19 .19 .19 wheat.prw. semi-mech.(qk-harv,standard).standard .23 .37 .47 .19 .19 wheat. scwn.semi-mech.qk-harv. heavy .30 .30 .20 wheat. scws.semi-mech.qk-harv. heavy .30 .35 .30 wheat. scwn.semi-mech.qk-harv. january .30 .30 .20 wheat. scws.semi-mech.qk-harv. january .30 .35 .30 wheat. scwn.semi-mech.qk-harv. light .20 .40 .30 .20 wheat. scws.semi-mech.qk-harv. light .25 .40 .35 .30 wheat. scwn.semi-mech.qk-harv. standard .20 .40 .40 .30 .20 wheat. srwn.semi-mech.qk-harv. standard .19 .33 .37 .28 .19 wheat. scws.semi-mech.qk-harv. standard .25 .40 .50 .35 .30 wheat. srws.semi-mech.qk-harv. standard .20 .35 .40 .30 .30 wheat. scwn.semi-mech.standard. heavy .30 .30 .25 wheat. scws.semi-mech.standard. heavy .30 .40 .30 wheat. scwn.semi-mech.standard. january .30 .30 .25 wheat. scws.semi-mech.standard. january .30 .40 .30 wheat. scwn.semi-mech.standard. light .25 .40 .30 .25 wheat. scws.semi-mech.standard. light .30 .40 .30 .30 wheat. scwn.semi-mech.standard. standard .20 .40 .50 .30 .20 wheat. srwn.semi-mech.standard. standard .19 .33 .47 .28 .19 wheat. scws.semi-mech.standard. standard .25 .45 .55 .30 .25 wheat. srws.semi-mech.standard. standard .20 .40 .55 .20 .20 wheat. nwfp.semi-mech.la-plant. heavy .28 .25 .25 wheat. pmw. semi-mech.la-plant. heavy .22 .23 .23 wheat. pcw. semi-mech.la-plant. heavy .28 .23 .23 wheat. psw. semi-mech.la-plant. heavy .28 .28 .19 wheat. prw. semi-mech.la-plant. heavy .28 .09 .28 wheat. scwn.semi-mech.la-plant. heavy .30 .30 .25 wheat. srwn.semi-mech.la-plant. heavy .28 .28 .19 wheat. scws.semi-mech.la-plant. heavy .30 .35 .30 wheat. srws.semi-mech.la-plant. heavy .30 .20 .30 wheat. nwfp.semi-mech.la-plant. january .28 .25 .25 wheat. pmw. semi-mech.la-plant. january .28 .23 .23 wheat. pcw. semi-mech.la-plant. january .28 .23 .23 wheat. psw. semi-mech.la-plant. january .28 .28 .19 wheat. prw. semi-mech.la-plant. january .28 .09 .28 wheat. scwn.semi-mech.la-plant. january .30 .30 .25 wheat. srwn.semi-mech.la-plant. january .28 .28 .19 wheat. scws.semi-mech.la-plant. january .30 .35 .30 wheat. srws.semi-mech.la-plant. january .30 .20 .30 wheat. nwfp.semi-mech.la-plant. light .22 .35 .25 .25 wheat. pmw. semi-mech.la-plant. light .22 .28 .23 .23 wheat. pcw. semi-mech.la-plant. light .23 .37 .23 .23 wheat. psw. semi-mech.la-plant. light .23 .37 .28 .19 wheat. prw. semi-mech.la-plant. light .23 .37 .09 .28 wheat. scwn.semi-mech.la-plant. light .20 .40 .30 .25 wheat. srwn.semi-mech.la-plant. light .19 .33 .28 .19 wheat. scws.semi-mech.la-plant. light .25 .40 .35 .30 wheat. srws.semi-mech.la-plant. light .20 .35 .20 .30 wheat. nwfp.semi-mech.la-plant. standard .22 .35 .41 .25 .25 wheat. pmw. semi-mech.la-plant. standard .22 .28 .35 .23 .23 wheat. pcw. semi-mech.la-plant. standard .23 .37 .47 .23 .23 wheat. psw. semi-mech.la-plant. standard .23 .37 .42 .28 .19 wheat. prw. semi-mech.la-plant. standard .23 .37 .47 .09 .28 wheat. scwn.semi-mech.la-plant. standard .20 .40 .40 .30 .25 wheat. srwn.semi-mech.la-plant. standard .19 .33 .37 .28 .19 wheat. scws.semi-mech.la-plant. standard .25 .40 .50 .35 .30 wheat. srws.semi-mech.la-plant. standard .20 .35 .40 .20 .30 orchard. nwfp.(bullock,semi-mech).standard.standard .08 .10 .19 .33 .46 .50 .55 .58 .49 .37 .19 .09 orchard. pmw. (bullock,semi-mech).standard.standard .10 .13 .23 .39 .53 .56 .60 .60 .59 .45 .23 .11 orchard. pcw. (bullock,semi-mech).standard.standard .11 .14 .30 .44 .54 .59 .57 .61 .58 .47 .23 .12 orchard. psw. (bullock,semi-mech).standard.standard .08 .12 .24 .40 .49 .49 .46 .50 .51 .40 .18 .10 orchard. prw. (bullock,semi-mech).standard.standard .08 .12 .24 .40 .47 .47 .46 .50 .50 .39 .18 .10 orchard. scwn.(bullock,semi-mech).standard.standard .17 .17 .32 .45 .52 .54 .56 .60 .60 .45 .26 .14 orchard. scws.(bullock,semi-mech).standard.standard .18 .20 .38 .54 .61 .56 .56 .61 .62 .56 .32 .20 orchard. srwn.(bullock,semi-mech).standard.standard .15 .16 .32 .45 .54 .52 .54 .59 .57 .47 .26 .15 orchard. srws.(bullock,semi-mech).standard.standard .19 .21 .39 .57 .61 .54 .55 .59 .63 .58 .33 .21 potatoes.(scwn,scws,srwn,srws). semi-mech.standard.standard .25 .667 .5 .25 potatoes.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard .25 .25 .5 .5 onions.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard .25 .25 .5 .5 .25 onions.(scwn,scws,srwn,srws).semi-mech. standard.standard .25 .25 .25 .5 .5 chilli.(nwfp,pmw,psw,pcw,prw).semi-mech. standard.standard .167 .25 .667 .667 .5 .5 .333 .333 .167 chilli.(scwn,scws,srwn,srws).semi-mech. standard.standard .5 .667 .667 .667 .25; Table tractor(c,z,t,s,w,m) 'tractor requirements (tractor hours per acre)' jan feb mar apr may jun jul aug sep oct nov dec basmati.pmw. semi-mech.standard.standard 2.70 1.70 1.50 0.50 basmati.pcw. semi-mech.standard.standard 2.70 1.70 1.50 0.50 basmati.psw. semi-mech.standard.standard 3.30 1.80 1.50 0.50 basmati.prw. semi-mech.standard.standard 3.10 2.00 1.50 0.50 rab-fod.srwn.semi-mech.standard.heavy 1.00 2.80 rab-fod.srws.semi-mech.standard.heavy 1.50 2.50 rab-fod.srwn.semi-mech.standard.light 1.00 2.80 rab-fod.srws.semi-mech.standard.light 1.50 2.50 rab-fod.nwfp.semi-mech.standard.standard 1.50 1.50 1.50 1.50 1.50 2.05 1.62 1.50 1.50 rab-fod.pmw. semi-mech.standard.standard 1.50 1.50 1.50 1.50 1.50 1.63 0.78 1.50 rab-fod.pcw. semi-mech.standard.standard 1.50 1.50 1.50 1.50 1.50 1.26 2.01 2.29 1.50 rab-fod.psw. semi-mech.standard.standard 3.00 3.00 3.00 1.50 1.50 1.91 1.23 1.50 rab-fod.prw. semi-mech.standard.standard 3.00 3.00 3.00 1.50 1.50 1.49 1.05 1.57 rab-fod.scwn.semi-mech.standard.standard 1.20 2.60 rab-fod.srwn.semi-mech.standard.standard 1.00 2.80 rab-fod.scws.semi-mech.standard.standard 1.50 2.40 rab-fod.srws.semi-mech.standard.standard 1.50 2.50 cotton. pcw. semi-mech.la-plant.standard 4.70 0.50 0.50 0.50 0.50 cotton. pmw. semi-mech.standard.standard 3.06 0.64 0.50 0.50 0.50 0.50 cotton. pcw. semi-mech.standard.standard 2.49 2.22 0.50 0.50 0.50 0.50 cotton. psw. semi-mech.standard.standard 1.66 1.98 0.50 0.50 0.50 0.50 cotton. prw. semi-mech.standard.standard 1.45 1.84 0.50 0.50 0.50 0.50 cotton. scwn.semi-mech.standard.standard 12.10 1.00 1.00 2.00 cotton. scws.semi-mech.standard.standard 12.00 1.00 2.00 cotton. srws.semi-mech.standard.standard 12.40 1.00 2.00 gram. nwfp.semi-mech.standard.standard 3.75 1.37 2.00 gram. pmw. semi-mech.standard.standard 3.75 1.27 0.78 0.90 2.50 gram. pcw. semi-mech.standard.standard 3.75 1.30 0.79 gram. psw. semi-mech.standard.standard 3.75 1.25 0.70 gram. prw. semi-mech.standard.standard 3.75 1.14 0.68 gram.(scwn,scws).semi-mech.standard.standard 3.50 0.81 1.29 gram.(srwn,srws).semi-mech.standard.standard 3.80 0.96 1.39 irri. pmw. semi-mech.standard.standard 2.60 2.20 1.00 0.50 irri. pcw. semi-mech.standard.standard 2.60 2.20 1.00 0.50 irri. psw. semi-mech.standard.standard 2.30 1.90 1.00 0.50 irri. prw. semi-mech.standard.standard 4.90 1.50 1.00 0.50 irri. scwn.semi-mech.standard.standard 1.70 2.30 1.00 0.50 irri. srwn.semi-mech.standard.standard 4.30 1.00 irri. scws.semi-mech.standard.standard 2.10 2.30 3.50 1.00 0.50 irri. srws.semi-mech.standard.standard 4.20 2.50 1.00 maize. nwfp.semi-mech.standard.standard 5.40 2.50 maize. pcw. semi-mech.standard.standard 1.77 1.58 2.50 maize. psw. semi-mech.standard.standard 1.68 1.40 2.50 maize. prw. semi-mech.standard.standard 1.68 1.40 2.50 maize. scwn.semi-mech.standard.standard 2.60 4.30 maize. scws.semi-mech.standard.standard 2.70 4.50 mus+rap.nwfp.semi-mech.standard.standard 1.37 0.75 2.00 1.00 1.00 1.00 mus+rap.pmw. semi-mech.standard.standard 1.00 1.00 1.00 2.47 1.00 1.00 mus+rap.pcw. semi-mech.standard.standard 1.00 1.00 1.00 1.30 1.26 1.00 mus+rap.psw. semi-mech.standard.standard 1.00 1.00 1.00 1.25 1.11 1.00 1.00 mus+rap.prw. semi-mech.standard.standard 1.00 1.00 1.82 1.00 1.00 1.00 mus+rap.scwn.semi-mech.standard.standard 0.50 0.50 0.50 2.80 1.90 0.50 0.50 mus+rap.srwn.semi-mech.standard.standard 0.50 0.50 0.50 2.40 1.80 0.50 0.50 mus+rap.srws.semi-mech.standard.standard 0.50 0.50 0.50 2.40 1.80 0.50 0.50 mus+rap.scws.semi-mech.standard.standard 0.50 0.50 0.50 2.40 1.70 0.50 0.50 sc-gur. nwfp.semi-mech.standard.standard 2.50 0.37 1.25 0.98 sc-gur.(pmw,pcw,psw,prw).semi-mech. standard.standard 2.41 0.62 0.72 0.25 sc-gur. scwn.semi-mech.standard.standard 1.70 1.30 2.10 sc-gur. srwn.semi-mech.standard.standard 1.80 1.20 2.10 sc-gur. scws.semi-mech.standard.standard 1.90 1.30 2.40 sc-gur. srws.semi-mech.standard.standard 2.00 1.50 2.30 sc-mill.nwfp.semi-mech.standard.standard 13.00 13.00 10.00 7.50 6.00 5.70 12.00 13.00 sc-mill.(pmw,pcw,psw). semi-mech. standard.standard 6.40 6.60 5.22 4.50 4.00 5.75 5.75 sc-mill.prw. semi-mech.standard.standard 6.50 7.00 6.22 4.50 3.00 5.70 5.75 sc-mill.scwn.semi-mech.standard.standard 1.10 1.00 2.00 sc-mill.srwn.semi-mech.standard.standard 1.10 1.00 2.00 sc-mill.scws.semi-mech.standard.standard 0.40 1.50 2.00 sc-mill.srws.semi-mech.standard.standard 0.50 1.70 1.80 kha-fod.srws.semi-mech.la-plant.standard 1.20 0.50 0.50 0.90 0.50 0.50 kha-fod.nwfp.semi-mech.standard.standard 3.00 0.50 1.00 0.50 1.00 1.00 1.00 0.50 kha-fod.pmw. semi-mech.standard.standard 3.50 0.50 2.00 1.00 2.00 1.50 1.00 0.50 kha-fod.pcw. semi-mech.standard.standard 2.50 0.50 1.80 1.00 2.20 1.50 1.00 0.50 kha-fod.psw. semi-mech.standard.standard 2.00 0.50 1.50 1.00 2.00 1.20 0.80 0.50 kha-fod.prw. semi-mech.standard.standard 3.00 0.80 1.50 1.20 2.20 1.50 1.00 0.50 kha-fod.scwn.semi-mech.standard.standard 1.10 0.50 0.90 0.50 0.50 0.90 0.50 0.50 kha-fod.scws.semi-mech.standard.standard 1.20 0.50 0.90 0.50 0.50 0.90 0.50 0.50 kha-fod.srwn.semi-mech.standard.standard 1.30 0.50 0.90 0.50 0.50 0.80 0.50 0.50 kha-fod.srws.semi-mech.standard.standard 1.30 0.50 0.90 0.50 0.50 0.80 0.50 0.50 wheat. nwfp.semi-mech.la-plant.heavy 0.40 0.40 8.60 wheat. pmw. semi-mech.la-plant.heavy 0.40 0.50 2.30 3.00 wheat. pcw. semi-mech.la-plant.heavy 0.40 0.40 4.00 3.60 wheat. prw. semi-mech.la-plant.heavy 0.80 0.80 3.10 wheat. scwn.semi-mech.la-plant.heavy 3.10 3.30 wheat. srwn.semi-mech.la-plant.heavy 2.90 3.00 wheat. (scws,srws).semi-mech.la-plant. (heavy,january,light,standard) 3.20 4.20 wheat. nwfp.semi-mech.la-plant.january 0.40 0.40 8.60 wheat. pmw. semi-mech.la-plant.january 0.40 0.50 2.30 3.00 wheat. pcw. semi-mech.la-plant.january 0.40 0.40 4.00 3.60 wheat. prw. semi-mech.la-plant.january 0.80 0.80 3.10 wheat. scwn.semi-mech.la-plant.january 3.10 3.30 wheat. srwn.semi-mech.la-plant.january 2.90 3.00 wheat. nwfp.semi-mech.la-plant.light 0.50 0.60 8.60 wheat. pmw. semi-mech.la-plant.light 0.60 0.60 2.30 3.00 wheat. pcw. semi-mech.la-plant.light 0.50 0.60 4.00 3.60 wheat. prw. semi-mech.la-plant.light 1.10 1.10 3.10 wheat. scwn.semi-mech.la-plant.light 3.10 3.30 wheat. srwn.semi-mech.la-plant.light 2.90 3.00 wheat. nwfp.semi-mech.la-plant.standard 0.60 0.70 8.60 wheat. pmw. semi-mech.la-plant.standard 0.70 0.70 2.30 3.00 wheat. pcw. semi-mech.la-plant.standard 0.60 0.70 4.00 3.60 wheat. prw. semi-mech.la-plant.standard 1.30 1.30 3.10 wheat. scwn.semi-mech.la-plant.standard 3.10 3.30 wheat. srwn.semi-mech.la-plant.standard 2.90 3.00 wheat. nwfp.semi-mech.qk-harv. heavy 1.00 4.10 4.50 wheat. pmw. semi-mech.qk-harv. heavy 1.00 2.30 3.00 wheat. pcw. semi-mech.qk-harv. heavy 1.00 7.60 wheat. psw. semi-mech.qk-harv. heavy 0.90 3.40 3.00 wheat. prw. semi-mech.qk-harv. heavy 1.00 3.10 wheat.scwn.semi-mech.(qk-harv,standard). (heavy,january,light,standard) 6.40 wheat.srwn.semi-mech.(qk-harv,standard). (heavy,january,light,standard) 5.9 wheat. (scws,srws).semi-mech. (qk-harv,standard). (heavy,january,light,standard) 7.40 wheat. nwfp.semi-mech.qk-harv. january 1.00 4.10 4.50 wheat. pmw. semi-mech.qk-harv. january 1.00 2.30 3.00 wheat. pcw. semi-mech.qk-harv. january 1.00 7.60 wheat. psw. semi-mech.qk-harv. january 0.90 3.40 3.00 wheat. prw. semi-mech.qk-harv. january 1.00 3.10 wheat. nwfp.semi-mech.qk-harv. light 1.30 4.10 4.50 wheat. pmw. semi-mech.qk-harv. light 1.40 2.30 3.00 wheat. pcw. semi-mech.qk-harv. light 1.30 7.60 wheat. psw. semi-mech.qk-harv. light 1.20 3.40 3.00 wheat. prw. semi-mech.qk-harv. light 1.30 3.10 wheat. nwfp.semi-mech.qk-harv. standard 1.50 4.10 4.50 wheat. pmw. semi-mech.qk-harv. standard 1.60 2.30 3.00 wheat. pcw. semi-mech.qk-harv. standard 1.50 7.60 wheat. psw. semi-mech.qk-harv. standard 1.40 3.40 3.00 wheat. prw. semi-mech.qk-harv. standard 1.50 3.10 wheat. nwfp.semi-mech.standard.heavy 0.50 0.50 4.10 4.50 wheat. pmw. semi-mech.standard.heavy 0.50 0.50 2.30 3.00 wheat. pcw. semi-mech.standard.heavy 0.50 0.50 7.60 wheat. psw. semi-mech.standard.heavy 0.40 0.50 3.40 3.00 wheat. prw. semi-mech.standard.heavy 0.50 0.50 3.10 wheat. nwfp.semi-mech.standard.january 0.50 0.50 4.10 4.50 wheat. pmw. semi-mech.standard.january 0.50 0.50 2.30 3.00 wheat. pcw. semi-mech.standard.january 0.50 0.50 7.60 wheat. psw. semi-mech.standard.january 0.40 0.50 3.40 3.00 wheat. prw. semi-mech.standard.january 0.50 0.50 3.10 wheat. nwfp.semi-mech.standard.light 0.60 0.70 4.10 4.50 wheat. pmw. semi-mech.standard.light 0.70 0.70 2.30 3.00 wheat. pcw. semi-mech.standard.light 0.60 0.70 7.60 wheat. psw. semi-mech.standard.light 0.60 0.60 3.40 3.00 wheat. prw. semi-mech.standard.light 0.60 0.70 3.10 wheat. nwfp.semi-mech.standard.standard 0.70 0.80 4.10 4.50 wheat. pmw. semi-mech.standard.standard 0.80 0.80 2.30 3.00 wheat. pcw. semi-mech.standard.standard 0.70 0.80 7.60 wheat. psw. semi-mech.standard.standard 0.70 0.70 3.40 3.00 wheat. prw. semi-mech.standard.standard 0.70 0.80 3.10 orchard.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard .1 .2 .1 .1 .1 .1 .1 .1 .1 .2 .3 orchard.(scwn,scws,srwn,srws).semi-mech. standard.standard .1 .3 .1 .1 .1 .2 .1 .1 .1 .1 .3 potatoes.(scwn,scws,srwn,srws). semi-mech.standard.standard 2. 2. potatoes.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard 2. 2. onions.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard 4. onions.(scwn,scws,srwn,srws). semi-mech. standard.standard 4. chilli.(nwfp,pmw,pcw,psw,prw).semi-mech. standard.standard 1. chilli.(scwn,scws,srwn,srws). semi-mech. standard.standard 1.; Table sylds(c,z,t,s,w,ci) 'straw yield and seed data' straw-yld seed * (proportion (kg) * of yield) basmati.(pmw,pcw,prw).(bullock,semi-mech). standard.standard 2.33 6.4 basmati.psw. (bullock,semi-mech). standard. standard 2.12 6.4 rab-fod.(srwn,srws).(bullock,semi-mech). standard.(light,heavy) 1 6.0 rab-fod.(nwfp,pmw,pcw,psw,prw).(bullock,semi-mech). standard.standard 1 2.0 rab-fod.(scwn,srwn,scws,srws).(bullock,semi-mech). standard. standard 1 6.0 cotton. pcw. bullock. el-plant. standard 9. cotton. pcw. semi-mech. la-plant. standard 9. cotton. (pmw,pcw,psw,prw,scwn,scws,srwn,srws). (bullock,semi-mech).standard. standard 9. gram. nwfp.(bullock,semi-mech).standard. standard 1.70 10. gram. (pmw,pcw,psw,prw). (bullock,semi-mech).standard. standard 1.52 14. gram. (scwn,scws).(bullock,semi-mech). standard. standard 1.50 12.8 gram. (srwn,srws).(bullock,semi-mech). standard. standard 2.00 12.0 irri. (pmw,pcw,psw,prw).(bullock,semi-mech). standard.standard 1.80 7.1 irri. scwn.(bullock,semi-mech).standard. standard 1.34 4.5 irri. (srwn,scws,srws).(bullock,semi-mech). standard. standard 1.32 4.5 maize. nwfp.(bullock,semi-mech).standard. standard 2.09 14.2 maize. pcw. (bullock,semi-mech).standard. standard 3.00 6.1 maize. (psw,prw). (bullock,semi-mech). standard. standard 2.50 6.1 maize. (scwn,scws). (bullock,semi-mech).standard. standard 2.80 8.1 mus+rap.nwfp.(bullock,semi-mech).standard. standard 0.50 1.8 mus+rap.(pmw,pcw,psw,prw,scwn,srwn,srws,scws). (bullock,semi-mech).standard. standard 0.65 2.4 sc-gur. nwfp.(bullock,semi-mech).standard. standard 1.54 3238 sc-gur. pmw. (bullock,semi-mech).standard. standard 1.81 3238 sc-gur. pcw. (bullock,semi-mech).standard. standard 1.66 3238 sc-gur. psw. (bullock,semi-mech).standard. standard 1.54 3238 sc-gur. prw. (bullock,semi-mech).standard. standard 2.17 3238 sc-gur. scwn.(bullock,semi-mech).standard. standard 1.81 3238 sc-gur. srwn.(bullock,semi-mech).standard. standard 3.08 3238 sc-gur. scws.(bullock,semi-mech).standard. standard 2.17 3238 sc-gur. srws.(bullock,semi-mech).standard. standard 2.05 3238 sc-mill.nwfp.(bullock,semi-mech).standard. standard 0.12 3238 sc-mill.pmw. (bullock,semi-mech).standard. standard 0.14 3238 sc-mill.pcw. (bullock,semi-mech).standard. standard 0.13 3238 sc-mill.psw. (bullock,semi-mech).standard. standard 0.10 3238 sc-mill.prw. (bullock,semi-mech).standard. standard 0.17 3238 sc-mill.scwn.(bullock,semi-mech).standard. standard 0.14 3238 sc-mill.srwn.(bullock,semi-mech).standard. standard 0.25 3238 sc-mill.scws.(bullock,semi-mech).standard. standard 0.17 3238 sc-mill.srws.(bullock,semi-mech).standard. standard 0.16 3238 kha-fod.srws.(bullock,semi-mech).la-plant. standard 1 5.7 kha-fod.nwfp.(bullock,semi-mech).standard. standard 1 20.2 kha-fod.(pmw,pcw,psw,prw). (bullock,semi-mech).standard. standard 1 27.3 kha-fod.(scwn,scws,srwn,srws). (bullock,semi-mech).standard. standard 1 5.7 wheat.nwfp.(bullock,semi-mech). (standard,la-plant,qk-harv). (standard,light,heavy,january) 1.3 40.1 wheat.pmw. (bullock,semi-mech). (standard,la-plant,qk-harv). (standard,light,heavy,january) 1.3 34.8 wheat.(pcw,psw). (bullock,semi-mech). (standard,la-plant,qk-harv). (standard,light,heavy,january) 1.5 34.8 wheat.prw. (bullock,semi-mech). (standard,la-plant,qk-harv). (standard,light,heavy,january) 1.6 34.8 wheat.(scwn,srwn,scws,srws).(bullock,semi-mech). (standard,la-plant,qk-harv). (standard,light,heavy,january) 1.5 49.8 orchard.(nwfp,pmw,pcw,psw,prw,scwn,scws,srwn,srws). (bullock,semi-mech).standard.standard 1 potatoes.(scwn,scws,srwn,srws). semi-mech.standard.standard 1200 potatoes.(nwfp,pmw,pcw,psw,prw). semi-mech.standard.standard 600 onions.(nwfp,pmw,pcw,psw,prw,scwn,scws,srwn,srws). semi-mech.standard.standard 3. chilli.(nwfp,pmw,pcw,psw,prw,scwn,scws,srwn,srws). semi-mech.standard.standard 5.; Table fert(p2,c,z) 'fertilizer applications (kg per acre)' nwfp pcw pmw prw psw scwn scws srwn srws nitrogen.basmati 26.6 26.6 21.9 23.4 nitrogen.irri 39.4 39.4 23.3 26.8 68.6 61.5 48.9 41.7 nitrogen.cotton 26.7 42.3 30.0 30.0 19.7 55.0 54.9 39.6 39.6 nitrogen.maize 27.0 27.1 27.1 23.6 19.5 42.0 42.0 42.0 42.0 nitrogen.kha-fod 21.0 25.3 18.1 19.2 18.4 49.0 49.0 49.0 49.0 nitrogen.wheat 46.8 40.9 36.5 32.2 33.3 54.9 53.5 29.5 39.8 nitrogen.rab-fod 10.0 25.3 18.1 19.2 18.4 28.0 28.0 28.0 28.0 nitrogen.sc-mill 83.4 44.8 63.2 33.9 33.9 65.1 65.1 65.1 65.1 nitrogen.sc-gur 24.0 19.0 19.0 19.0 19.0 28.0 28.0 28.0 28.0 nitrogen.onions 60.6 48.0 48.0 48.0 48.0 70.7 70.7 70.7 70.7 nitrogen.potatoes 48.6 38.5 38.5 38.5 38.5 56.7 56.7 56.7 56.7 nitrogen.mus+rap 33.6 30.8 30.8 30.8 30.8 45.4 45.4 45.4 45.4 nitrogen.chilli 48.6 38.5 38.5 38.5 38.5 56.7 56.7 56.7 56.7 nitrogen.orchard 60.0 47.5 47.5 47.5 47.5 70.0 70.0 70.0 70.0 phosphate.basmati 13.3 13.3 11.4 10.6 0.0 0.0 0.0 0.0 phosphate.irri 8.0 8.0 6.8 6.4 15.7 16.6 13.5 12.5 phosphate.cotton 26.2 11.3 5.2 7.0 7.0 12.8 14.4 13.0 13.0 phosphate.maize 17.6 8.8 6.9 8.6 8.6 7.7 7.7 7.7 7.7 phosphate.kha-fod 25.9 11.4 11.4 11.4 11.4 15.3 15.3 15.3 15.3 phosphate.wheat 12.3 12.8 8.8 11.4 10.9 15.1 15.1 11.8 17.3 phosphate.rab-fod 5.4 7.6 5.4 5.8 5.6 7.7 7.7 7.7 7.7 phosphate.sc-mill 46.8 14.0 19.8 10.6 10.6 18.5 18.5 18.5 18.5 phosphate.sc-gur 10.4 5.7 5.7 5.7 5.7 7.7 7.7 7.7 7.7 phosphate.onions 26.2 7.0 7.0 7.0 7.0 9.3 9.3 9.3 9.3 phosphate.potatoes 42.0 18.5 18.5 18.5 18.5 24.9 24.9 24.9 24.9 phosphate.mus+rap 25.9 13.3 13.3 13.3 13.3 17.9 17.9 17.9 17.9 phosphate.chilli 26.2 11.6 11.6 11.6 11.6 15.5 15.5 15.5 15.5 phosphate.orchard 13.0 5.7 5.7 5.7 5.7 7.7 7.7 7.7 7.7; Parameter fertgr(c) 'fertilizer application growth rate percent' /(basmati , irri , cotton , rab-fod gram , maize , mus+rap, kha-fod sc-gur , sc-mill, wheat , orchard) 3 (potatoes, onions , chilli) 2.4 /; * zone4xxxxx(z,c,p2) = fert(p2,c,z); fert(p2,c,z) = fert(p2,c,z)*sum(is$isr(is), (1 + fertgr(c)/100)**(ord(is) + 1979 - baseyear)); $sTitle Crop Yields Parameter natyield(c) 'national crop yields 1988 for standard technologies (kgs)' / basmati 457 irri 880 cotton 695 rab-fod 15000 gram 183 maize 534 mus+rap 307 kha-fod 10000 sc-gur 1270 sc-mill 15870 wheat 780 orchard 3400 potatoes 3980 onions 4615 chilli 567 / Table yldprpv(c,pv) 'province yields proportion of national 1987-88' * note: used 3-year average from latest asp nwfp punjab sind wheat 0.926 0.978 1.103 basmati 0 1 0 irri 0 0.859 1.001 cotton 0 1.153 0.861 sc-mill 1.090 0.919 1.190 sc-gur 1.090 0.919 1.190 maize 1.006 1.029 0.408 mus+rap 0.622 1.192 0.842 gram 0.911 0.937 1.465 rab-fod .400 1.000 1.000 kha-fod .770 1.000 1.300 orchard .936 1.070 1 potatoes .973 .960 .873 onions 1.172 1.085 0.843 chilli 0.786 1.167 0.952; Table yldprzs(c,z) 'zones yields as proportion of province-standard technologies' nwfp pcw pmw prw psw scwn scws srwn srws wheat 1 0.96 0.84 1.06 1.13 0.96 1.07 0.82 1.30 basmati 1 .83 0.00 1.26 0.79 0.00 0.00 0.00 0.00 irri 1 0.83 0.00 1.26 0.00 1.06 0.91 1.10 0.90 cotton 1 1.10 0.71 0.70 0.80 1.09 0.96 0.78 0.78 sc-mill 1 1.04 0.93 0.93 0.98 0.95 1.10 0.64 0.87 sc-gur 1 1.04 0.93 0.93 0.98 0.95 1.10 0.64 0.87 maize 1 1.03 0.76 1.08 0.97 1.07 1.06 0.87 1.00 mus+rap 1 1.03 0.76 1.08 0.97 1.07 1.06 0.87 1.00 gram 1 1.03 0.76 1.08 0.97 1.07 1.06 0.87 1.00 rab-fod 1 1.23 0.81 1.17 1.23 1. 1. 1. 1. kha-fod 1 .83 0.54 0.82 0.82 1. 1. 1. 1.00 orchard 1 1. 1. 1. 1.0 1. 1. 1. 1. potatoes 1 1.03 0.76 1.08 0.97 1.07 1.06 0.87 1.00 onions 1 1.03 0.76 1.08 0.97 1.07 1.06 0.87 1.00 chilli 1 1.03 0.76 1.08 0.97 1.07 1.06 0.87 1.00; Parameter yldprzo(c,s,w) 'yields as proportion of standard technologies' / rab-fod. standard . heavy 0.70 rab-fod. standard . light 0.80 kha-fod. la-plant . standard 1.05 wheat . qk-harv . standard 1.00 wheat . la-plant .(heavy,january) 0.57 wheat . la-plant . light 0.75 wheat . la-plant . standard 0.88 wheat .(qk-harv,standard).(heavy,january) 0.65 wheat .(qk-harv,standard). light 0.85 /; Table growthcy(c,z) 'growth rate of crop yields from 1988 base (percent)' (nwfp,pmw,pcw,psw,prw,scwn,scws,srwn,srws) cotton 5.00 maize 0.73 sc-gur 2.29 sc-mill 2.29 wheat 0.41 onions 1.66 Table weedy(z,sea,c) 'weed yields by crop (tonns per acer)' basmati irri cotton gram mus+rap maize sc-gur sc-mill wheat orchard (nwfp,pmw,pcw,psw,prw).rabi .3 .3 .3 .3 .4 .3 (scwn,scws,srwn,srws) .rabi .3 .3 .3 .3 .4 .3 (nwfp,pmw,pcw,psw,prw).kharif 1 1 1 1 1 1 1 (scwn,scws,srwn,srws) .kharif 1 1 1 1 1 1; Table graz(z,sea) 'grazing from slack land (tonns per acre)' rabi kharif prw .15 .5 pmw .1 .2 (psw,pcw) .2 .3 (scwn,scws,srwn,srws) .2 .5; * growthcy(c,z)$(growthcy(c,z) > 3) = 3.0; Parameter yield(c,t,s,w,z) 'yield by zone crop technology in metric tonns' growthcyf(c,z) 'growth factor for crop yields using growthcy'; yield(c,t,"standard","standard",z) = sum(pv$pvz(pv,z), natyield(c)/1000*yldprpv(c,pv)*yldprzs(c,z)); yield(c,t,s,w,z)$yldprzo(c,s,w) = yield(c,t,"standard","standard",z)*yldprzo(c,s,w); growthcyf(c,z) = sum(is$isr(is),(1 + growthcy(c,z)/100)**(ord(is) + 1979 - baseyear)); yield(c,t,s,w,z) = yield(c,t,s,w,z)*growthcyf(c,z); display baseyear, growthcyf, fert; $onText * Report on input data Set ic 'crop inputs' / land, labor, bullock, water, tractor /; Parameter rep1, rep2; rep1(z,c,t,s,w,"land",m) = land(c,z,t,s,w,m); rep1(z,c,t,s,w,"bullock",m) = bullock(c,z,t,s,w,m); rep1(z,c,t,s,w,"labor",m) = labor(c,z,t,s,w,m); rep1(z,c,t,s,w,"water",m) = water(c,z,t,s,w,m); rep1(z,c,t,s,w,"tractor",m) = tractor(c,z,t,s,w,m); rep1(z,c,t,s,w,ic,"total") = sum(m, rep1(z,c,t,s,w,ic,m)); rep2(z,c,t,s,w,ic) = rep1(z,c,t,s,w,ic,"total"); rep2(z,c,t,s,w,ci) = sylds(c,z,t,s,w,ci); rep2(z,c,t,s,w,p2)$tech(z,c,t,s,w) = fert(p2,c,z); rep2(z,c,t,s,w,"yield") = yield(c,t,s,w,z); option rep1:2:4:1, rep2:2:4:1; display rep1, rep2; $offText $sTitle Livestock Data Table iolive(a,z,*) 'livestock input output coefficients by zones' * meat and milk yeilds are of 1985. tdn dp labor cow-milk buff-milk meat fix-cost * (metric tons/season) man hrs liters kgs * per month (- - - per year - - - ) cow. nwfp .68 .061 25.1 359 13.4 15 cow. pmw .68 .061 25.1 284 13.4 15 cow. pcw .68 .061 25.1 303 13.4 15 cow. psw .68 .061 25.1 268 13.4 15 cow. prw .68 .061 25.1 332 13.4 15 cow.scwn .68 .046 23.5 460 10.5 17 cow.srwn .68 .083 23.5 383 15.4 17 cow.scws .68 .046 23.5 350 10.5 17 cow.srws .68 .083 23.5 468 15.4 17 bullock.(nwfp,pmw,pcw,psw,prw) .635 .058 15.1 14.3 50 bullock.(scwn,srwn,scws,srws) .635 .058 14.8 14.1 50 buffalo.nwfp 1.04 .095 33.6 602 17.3 50 buffalo.pmw 1.04 .095 33.6 653 17.3 50 buffalo.pcw 1.04 .095 33.6 652 17.3 50 buffalo.psw 1.04 .095 33.6 643 17.3 50 buffalo.prw 1.04 .095 33.6 590 17.3 50 buffalo.scwn 1.04 .073 31.4 946 16.2 50 buffalo.srwn 1.04 .128 31.4 750 22.5 50 buffalo.scws 1.04 .073 31.4 773 16.2 50 buffalo.srws 1.04 .128 31.4 1018 22.5 50; Table sconv(nt,sea,c) 'tdn and dp conversion factor from crop straw' basmati cotton rab-fod gram irri kha-fod maize mus+rap sc-mill sc-gur wheat tdn.kharif .6 .14 .5 .6 dp. kharif .1 .019 .005 .005 tdn.rabi .5 .14 .5 .5 .17 .17 dp. rabi .005 .025 .005 .1 .005 .005 ; Scalar repco 'reproductive coefficient' / 2.5 / gr 'required proportion of green fodder in total fodder' / 0.3 / growthq 'growth rate of milk and meat yields (percent)' / 2.5 /; Parameter bp(m) 'draft power available per bullock(hours per month)'; bp(m) = 96; bp("may") = 77; bp("jun") = 77; * zone2xxxxx(z,a,set1) = iolive(a,z,set1); iolive(a,z,q) = iolive(a,z,q)*sum(is$isr(is), (1 + growthq/100)**(ord(is) + 1979 - baseyear)); options iolive:3; display iolive; $sTitle Canal and Agroclimatic Zone Data Set cnl 'irrigation canals in the indus river irrigation system' / 01-ud 'upper dipalpur' 02-cbd 'central bari doab canal' 03-ray 'raya canal' 04-uc 'upper chenab canal' 05-mr 'marala ravi canal' 06-sad 'sadiqia canal' 07-for 'fordwah canal' 08-pak 'upper pakpattan+u-bahawal+qaim+u-mailsi canal' 09-ld 'lower dipalpur canal' 10-lbd 'lower bari doab canal' 11-jha 'jhang canal (lcc)' 12-gug 'gugera branch canal (lcc)' 13-uj 'upper jehlum canal' 14-lj 'lower jehlum canal' 15-bah 'bahawal canal' 16-mai 'lower mailsi+ lower pakpattan canal' 17-sid 'sidhnai canal' 18-hav 'haveli canal' 19-ran 'rangpur canal' 20-pan 'panjnad canal' 21-abb 'abbasia canal' 22-usw 'upper swat canal' 23-lsw 'lower swat canal' 24-war 'warsak canal' 25-kab 'kabul river canal' 26-tha 'thal canal' 27-pah 'paharpur canal' 28-muz 'muzffgarh canal' 29-dgk 'dera ghazi khan canal' 31-p+d 'pat plus desert canal' 32-beg 'begari canal' 33-gho 'ghotki canal' 34-nw 'north west canal' 35-ric 'rice canal' 36-dad 'dadu canal' 37-kw 'khairpur west canal' 38-ke 'khairpur east canal' 39-roh 'rohri canal' 41-nar 'nara canal' 42-kal 'kalri canal' 43-lch 'lined channel' 44-ful 'fuleli canal' 45-pin 'pinyari canal' / pvcnl(pv,cnl) 'province to canals map' / nwfp. (22-usw, 23-lsw, 24-war, 25-kab) punjab.(01-ud, 02-cbd, 03-ray, 04-uc, 05-mr, 06-sad, 07-for 08-pak, 09-ld, 10-lbd, 11-jha, 12-gug, 13-uj, 14-lj 15-bah, 16-mai, 17-sid, 18-hav, 19-ran, 20-pan, 21-abb 26-tha, 27-pah, 28-muz, 29-dgk) * sind canals including baluchistan sind. (31-p+d, 32-beg, 33-gho, 34-nw, 35-ric, 36-dad 37-kw, 38-ke, 39-roh, 41-nar, 42-kal, 43-lch 44-ful, 45-pin ) / gwfg(cnl,sa,g) 'subarea identification by the groundwater quality'; $sTitle Canal Command Data Table comdef(is,dc,cnl) 'canal command characteristics' * cca -- culturable commanded area of the canal (millions of acres) * ccap -- canal capacity at the canal head(millions of acre feet) * ceff -- canal efficiency from barrage to the water course head * wce-r -- water course command efficinecy in rabi season * wce-k -- water course command efficinecy in kharif season * flde -- field efficiency * * note: ccap for 05-mr, 24-war, 25-kab are set equal to post tarbela average diversion. original capacities were * .166 .044 .047 01-ud 02-cbd 03-ray 04-uc 05-mr 06-sad 07-for 08-pak 09-ld 10-lbd 11-jha 1980.cca .36 .649 .424 1.017 .158 .969 .426 1.049 .615 1.67 1.168 1980.ccap .131 .163 .11 .506 .282 .332 .204 .746 .244 .518 .41 1980.ceff .70 .80 .80 .76 .80 .72 .70 .61 .80 .72 .70 1980.wce-r .57 .57 .45 .57 .57 .51 .51 .57 .57 .57 .55 1980.wce-k .57 .57 .45 .57 .57 .51 .51 .57 .57 .57 .55 1980.flde .90 .90 .90 .90 .90 .80 .80 .90 .90 .90 .90 1988.cca .36 .649 .424 1.017 .158 .969 .426 1.049 .615 1.67 1.168 1988.ccap .131 .163 .11 .506 .282 .332 .204 .746 .244 .518 .41 1988.ceff .703 .811 .800 .760 .800 .728 .704 .621 .810 .722 .706 1988.wce-r .57 .573 .45 .57 .57 .522 .51 .575 .57 .57 .554 1988.wce-k .57 .573 .45 .57 .57 .522 .51 .575 .57 .57 .554 1988.flde .90 .90 .90 .90 .90 .80 .80 .90 .90 .90 .90 1993.cca .36 .649 .424 1.017 .158 .969 .426 1.049 .615 1.67 1.168 1993.ccap .131 .163 .11 .506 .282 .332 .204 .746 .244 .518 .41 1993.ceff .705 .815 .808 .765 .800 .733 .708 .625 .810 .724 .713 1993.wce-r .58 .585 .46 .58 .58 .543 .53 .59 .58 .58 .564 1993.wce-k .58 .585 .46 .58 .58 .543 .53 .59 .58 .58 .564 1993.flde .90 .90 .90 .90 .90 .80 .80 .90 .90 .90 .90 2000.cca .36 .649 .424 1.017 .158 .969 .426 1.049 .615 1.67 1.168 2000.ccap .131 .163 .11 .506 .282 .332 .204 .746 .244 .518 .41 2000.ceff .705 .815 .808 .765 .800 .733 .708 .625 .810 .724 .713 2000.wce-r .59 .595 .47 .59 .59 .553 .54 .60 .59 .59 .574 2000.wce-k .59 .595 .47 .59 .59 .553 .54 .60 .59 .59 .574 2000.flde .90 .90 .90 .90 .90 .80 .80 .90 .90 .90 .90 + 12-gug 13-uj 14-lj 15-bah 16-mai 17-sid 18-hav 19-ran 20-pan 21-abb 22-usw 1980.cca 1.866 .544 1.50 .605 .996 .869 .179 .344 1.348 .154 .279 1980.ccap .433 .345 .464 .346 .362 .268 .068 .176 .671 .08 .117 1980.ceff .74 .80 .64 .77 .77 .72 .77 .70 .72 .64 .75 1980.wce-r .55 .51 .51 .57 .57 .57 .57 .46 .57 .57 .52 1980.wce-k .55 .51 .51 .57 .57 .57 .57 .46 .57 .57 .52 1980.flde .90 .90 .90 .90 .90 .90 .85 .80 .90 .90 .90 1988.cca 1.866 .544 1.50 .605 .996 .869 .179 .344 1.348 .154 .279 1988.ccap .433 .345 .464 .346 .362 .268 .068 .176 .773 .08 .117 1988.ceff .749 .800 .642 .782 .780 .721 .773 .700 .728 .640 .750 1988.wce-r .553 .51 .51 .57 .57 .57 .57 .46 .59 .59 .53 1988.wce-k .553 .51 .51 .57 .57 .57 .57 .46 .59 .59 .53 1988.flde .90 .90 .90 .90 .90 .90 .85 .80 .90 .90 .90 1993.cca 1.866 .544 1.500 .605 .996 .869 .179 .344 1.348 .154 .279 1993.ccap .433 .345 .464 .346 .362 .268 .068 .176 .773 .08 .132 1993.ceff .751 .808 .644 .783 .783 .727 .776 .706 .73 .641 .757 1993.wce-r .565 .52 .52 .58 .58 .58 .58 .48 .59 .59 .53 1993.wce-k .565 .52 .52 .58 .58 .58 .58 .48 .59 .59 .53 1993.flde .90 .90 .90 .90 .90 .90 .85 .80 .90 .90 .90 2000.cca 1.866 .544 1.573 .605 .996 .869 .179 .344 1.348 .154 .326 2000.ccap .433 .345 .505 .346 .362 .268 .068 .176 .773 .08 .162 2000.ceff .751 .808 .644 .783 .783 .727 .776 .706 .73 .641 .757 2000.wce-r .575 .53 .53 .59 .59 .59 .59 .49 .60 .60 .53 2000.wce-k .575 .53 .53 .59 .59 .59 .59 .49 .60 .60 .53 2000.flde .90 .90 .90 .90 .90 .90 .85 .80 .90 .90 .90 + 23-lsw 24-war 25-kab 26-tha 27-pah 28-muz 29-dgk 31-p+d 32-beg 33-gho 34-nw 1980.cca .182 .119 .048 1.641 .104 .809 .909 1.075 1.002 .858 1.215 1980.ccap .06 .049 .047 .577 .037 .495 .529 .799 1.155 .648 .566 1980.ceff .75 .80 .72 .65 .73 .70 .70 .83 .82 .76 .80 1980.wce-r .52 .52 .52 .48 .51 .46 .54 .55 .55 .45 .55 1980.wce-k .52 .52 .52 .48 .51 .46 .54 .60 .65 .45 .60 1980.flde .90 .90 .90 .80 .85 .80 .85 .85 .85 .85 .85 1988.cca .182 .119 .048 1.641 .570 .809 .909 1.075 1.002 .858 1.215 1988.ccap .120 .049 .047 .577 .330 .495 .529 .799 1.155 .648 .566 1988.ceff .750 .800 .720 .663 .730 .720 .703 .830 .820 .763 .800 1988.wce-r .57 .57 .53 .48 .51 .46 .54 .55 .55 .45 .55 1988.wce-k .57 .57 .53 .48 .51 .46 .54 .60 .65 .45 .60 1988.flde .90 .90 .90 .80 .85 .80 .85 .85 .85 .85 .85 1993.cca .182 .119 .048 1.641 .570 .809 .909 1.075 1.002 .858 1.215 1993.ccap .120 .049 .047 .577 .330 .495 .529 .799 1.155 .648 .566 1993.ceff .751 .80 .723 .671 .73 .725 .707 .831 .82 .765 .80 1993.wce-r .57 .60 .53 .49 .56 .47 .55 .56 .56 .47 .56 1993.wce-k .57 .60 .53 .49 .56 .47 .55 .61 .66 .47 .61 1993.flde .90 .90 .90 .80 .85 .80 .85 .85 .85 .85 .85 2000.cca .182 .119 .048 1.641 .570 .809 1.232 1.215 1.002 .858 1.215 2000.ccap .120 .049 .047 .577 .330 .495 .731 .900 1.155 .648 .566 2000.ceff .751 .80 .723 .671 .73 .725 .707 .831 .82 .765 .80 2000.wce-r .58 .61 .54 .50 .57 .48 .56 .594 .57 .48 .57 2000.wce-k .58 .61 .54 .50 .57 .48 .56 .65 .67 .48 .62 2000.flde .90 .90 .90 .80 .85 .80 .85 .85 .85 .85 .85 + 35-ric 36-dad 37-kw 38-ke 39-roh 41-nar 42-kal 43-lch 44-ful 45-pin 1980.cca .519 .584 .417 .373 2.561 2.176 .592 .502 .923 .758 1980.ccap .829 .319 .157 .207 .981 .873 .546 .205 .894 .831 1980.ceff .85 .80 .74 .73 .80 .80 .80 .80 .80 .82 1980.wce-r .55 .55 .45 .45 .45 .45 .55 .55 .55 .55 1980.wce-k .75 .60 .45 .45 .45 .45 .60 .61 .65 .62 1980.flde .85 .85 .85 .85 .85 .85 .85 .85 .85 .85 1988.cca .519 .584 .417 .373 2.561 2.176 .592 .502 .923 .758 1988.ccap .829 .319 .157 .214 .981 .873 .546 .205 .894 .831 1988.ceff .850 .800 .748 .736 .807 .811 .800 .800 .800 .820 1988.wce-r .55 .55 .45 .455 .456 .45 .55 .55 .55 .55 1988.wce-k .75 .60 .45 .455 .456 .45 .60 .61 .65 .62 1988.flde .85 .85 .85 .85 .85 .85 .85 .85 .85 .85 1993.cca .519 .584 .417 .373 2.561 2.176 .592 .502 .923 .758 1993.ccap .829 .319 .157 .214 .981 1.041 .546 .205 .894 .831 1993.ceff .854 .804 .75 .738 .81 .816 .80 .80 .80 .821 1993.wce-r .56 .56 .46 .465 .47 .469 .56 .56 .56 .56 1993.wce-k .74 .61 .46 .465 .47 .469 .61 .62 .65 .63 1993.flde .85 .85 .85 .85 .85 .85 .85 .85 .85 .85 2000.cca .519 .584 .417 .373 2.561 2.176 .592 .502 .923 .758 2000.ccap .829 .319 .157 .214 .981 1.041 .546 .205 .894 .831 2000.ceff .854 .804 .75 .738 .811 .816 .80 .80 .80 .821 2000.wce-r .57 .57 .47 .475 .49 .479 .57 .57 .57 .57 2000.wce-k .75 .62 .47 .475 .49 .479 .61 .62 .65 .63 2000.flde .85 .85 .85 .85 .85 .85 .85 .85 .85 .85 ; * 1988 parameters are derived considering the following projects; * command water management project 50% completion * scarp vi, scarp mardan, khairpur tile, fourth drainage, ofwmi and ii * irrigation system rehablitation phase i, chasma right bank. Table subdef(sa,cnl) 'sub-area definition (proportion of cca) by canals' 01-ud 02-cbd 03-ray 04-uc 05-mr 06-sad 07-for 08-pak 09-ld 10-lbd 11-jha s1 1 .5 1 1 1 1 1 1 1 .5 .32 s2 .5 .5 .49 s3 .19 + 12-gug 13-uj 14-lj 15-bah 16-mai 17-sid 18-hav 19-ran 20-pan 21-abb 22-usw s1 .26 1 .64 .8 .65 1 1 1 .7 1 1 s2 .53 .36 .2 .35 .3 s3 .21 + 23-lsw 24-war 25-kab 26-tha 27-pah 28-muz 29-dgk 31-p+d 32-beg 33-gho 34-nw s1 1 1 1 .35 1 .25 1 1 .5 .5 1 s2 .17 .75 .5 .5 s3 .30 s4 .18 + 35-ric 36-dad 37-kw 38-ke 39-roh 41-nar 42-kal 43-lch 44-ful 45-pin s1 1 1 1 1 .39 .2 1 1 1 1 s2 .20 .8 s3 .16 s4 .25 ; Set zsa(z,cnl,sa) 'canal-subarea to agroclimatic zone mapping' / nwfp.(22-usw. s1, 23-lsw. s1, 24-war. s1, 25-kab. s1) pmw. (26-tha. (s1,s2,s3,s4), 27-pah. s1, 28-muz. s1) pcw. (01-ud. s1, 02-cbd. s2, 06-sad. s1, 07-for. s1, 08-pak. s1 09-ld. s1, 10-lbd. (s1,s2), 15-bah. (s1,s2), 16-mai. (s1,s2), 17-sid. s1 19-ran. s1, 20-pan. (s1,s2), 21-abb. s1, 28-muz. s2, 29-dgk. s1) psw. (11-jha. (s2,s3), 12-gug. (s2,s3), 13-uj. s1, 14-lj. (s1,s2), 18-hav. s1) prw. (02-cbd. s1, 03-ray. s1, 04-uc. s1, 05-mr. s1, 11-jha. s1, 12-gug.s1) scwn.(33-gho. (s1,s2), 37-kw. s1, 38-ke. s1, 39-roh. (s1,s2), 41-nar. s1) srwn.(31-p+d. s1, 32-beg. (s1,s2), 34-nw. s1, 35-ric. s1, 36-dad. s1) scws.(39-roh. (s3,s4), 41-nar. s2 ) srws.(42-kal. s1, 43-lch. s1, 44-ful. s1, 45-pin. s1 ) / gwf(cnl,sa) 'subareas with fresh ground water' / 01-ud. s1, 02-cbd. (s1,s2),03-ray. s1, 04-uc. s1, 05-mr. s1 07-for. s1, 08-pak. s1, 09-ld. s1, 10-lbd.(s1,s2), 11-jha. (s1,s2) 12-gug.(s1,s2),13-uj. s1, 14-lj. s1, 15-bah. s1, 16-mai. s1 17-sid. s1, 19-ran. s1, 20-pan. s1, 21-abb. s1, 22-usw. s1 23-lsw. s1, 24-war. s1, 25-kab. s1, 26-tha.(s1,s3), 27-pah. s1 28-muz. s1, 29-dgk. s1, 31-p+d. s1, 32-beg. s1, 33-gho. s1 37-kw. s1, 39-roh. (s1,s3) /; gwfg(cnl,sa,"saline")$subdef(sa,cnl) = yes; gwfg(cnl,sa,"saline")$gwf(cnl,sa) = no; gwfg(cnl,sa,"fresh")$gwf(cnl,sa) = yes; Parameter carea(cnl,*) 'cca classified by groundwater quality for each canal'; loop(isr, carea(cnl,g) = sum(sa$gwfg(cnl,sa,g), subdef(sa,cnl)*comdef(isr,"cca",cnl))); carea(cnl,"total") = sum(g, carea(cnl,g)); display carea; $onText * Report and check on acz definition Set zsa1(cnl,sa,z); Parameter rep3, rep4; rep3(is,cnl,sa) = subdef(sa,cnl)*comdef(is,"cca",cnl); rep3(is,cnl,g) = sum(sa$gwfg(cnl,sa,g), subdef(sa,cnl)*comdef(is,"cca",cnl)); rep3(is,cnl,"total") = sum(g, rep3(is,cnl,g)); rep3(is,"total",t1) = sum(cnl, rep3(is,cnl,t1)); rep3(is,cnl,"cca") = comdef(is,"cca",cnl); rep3(is,"total","cca") = sum(cnl, comdef(is,"cca",cnl)); rep4(is,z,g) = sum((cnl,sa)$(zsa(z,cnl,sa)$gwfg(cnl,sa,g)), comdef(is,"cca",cnl)*subdef(sa,cnl)); rep4(is,z,"total") = sum((cnl,sa)$zsa(z,cnl,sa), comdef(is,"cca",cnl)*subdef(sa,cnl)); rep4(is,"total",t1) = sum(z, rep4(is,z,t1)); zsa1(cnl,sa,z)$zsa(z,cnl,sa) = yes; display zsa1, gwf, gwfg, rep3, rep4; $offText $sTitle Climatic Data Table evap(cnl,m) 'pan evaporation (feet)' jan feb mar apr may jun jul aug sep oct nov dec 01-ud .244 .314 .545 .786 .982 1.040 .913 .814 .729 .571 .357 .244 02-cbd .200 .314 .529 .771 .968 .998 .829 .743 .686 .543 .329 .229 03-ray .200 .314 .514 .771 .951 .968 .812 .743 .671 .543 .326 .214 04-uc .200 .283 .514 .771 .940 .998 .829 .743 .671 .543 .326 .214 05-mr .200 .286 .529 .769 .942 .998 .829 .743 .671 .543 .326 .214 06-sad .286 .414 .648 .814 1.139 1.254 1.012 .940 .743 .629 .402 .286 07-for .271 .400 .614 .786 1.083 1.196 .968 .893 .714 .564 .386 .286 08-pak .271 .343 .588 .829 1.012 1.056 .970 .885 .771 .614 .400 .288 09-ld .243 .312 .586 .786 .969 1.056 .955 .871 .771 .586 .371 .286 10-lbd .243 .314 .557 .786 .982 1.040 .925 .938 .745 .581 .360 .243 11-jha .229 .300 .514 .729 .990 1.012 .870 .757 .700 .486 .343 .217 12-gug .214 .312 .526 .769 .965 1.008 .826 .740 .683 .555 .326 .226 13-uj .229 .300 .514 .729 .967 1.012 .870 .760 .700 .571 .343 .214 14-lj .257 .314 .557 .788 .982 1.026 .930 .843 .743 .600 .371 .260 15-bah .271 .360 .657 .860 1.069 1.098 1.011 .899 .771 .657 .400 .271 16-mai .271 .340 .629 .842 1.042 1.056 .940 .869 .757 .643 .400 .271 17-sid .257 .343 .588 .842 1.026 1.026 .940 .860 .757 .643 .414 .271 18-hav .271 .329 .571 .800 .982 1.025 .940 .857 .757 .600 .386 .271 19-ran .244 .314 .557 .786 .982 1.040 .913 .814 .729 .571 .357 .244 20-pan .200 .314 .529 .771 .968 1.112 1.026 .913 .800 .543 .329 .457 21-abb .271 .338 .671 .858 1.085 1.098 1.026 .913 .788 .671 .400 .288 (22-usw,23-lsw, 24-war,25-kab) .214 .257 .429 .643 .913 1.025 .969 .870 .657 .529 .329 .200 26-tha .260 .331 .517 .760 1.057 1.143 1.057 .899 .721 .631 .402 .245 27-pah .257 .329 .502 .729 1.094 1.225 1.154 .943 .829 .671 .357 .243 28-muz .271 .340 .600 .870 1.056 1.039 .968 .885 .771 .657 .414 .271 29-dgk .286 .357 .657 .885 1.082 1.098 1.011 .913 .798 .671 .414 .271 31-p+d .371 .457 .758 .956 1.142 1.126 1.026 .942 .830 .715 .486 .343 (32-beg,34-nw, 35-ric) .386 .474 .700 .870 1.068 .949 .943 .949 .757 .657 .457 .343 33-gho .429 .429 .700 .871 1.040 1.098 .998 .900 .800 .629 .457 .329 36-dad .357 .429 .700 .956 1.169 1.185 1.027 .940 .786 .700 .429 .357 37-kw .386 .414 .674 .900 1.083 1.112 .998 .899 .786 .643 .429 .343 38-ke .429 .443 .745 .926 1.152 1.154 1.025 .955 .829 .700 .486 .371 39-roh .371 .414 .700 .940 1.154 1.139 .982 .926 .757 .698 .457 .371 41-nar .457 .500 .843 1.054 1.212 1.155 .999 .914 .829 .786 .557 .443 42-kal .529 .557 .857 .982 1.094 .970 .814 .757 .786 .800 .614 .529 (43-lch,44-ful) .471 .529 .870 1.095 1.210 1.111 .985 .886 .843 .814 .586 .471 45-pin .557 .586 .899 1.044 1.140 1.012 .843 .800 .829 .843 .643 .557; Table rain(cnl,m) 'rain (inches)' jan feb mar apr may jun jul aug sep oct nov dec 01-ud .770 .520 .660 .470 .450 1.180 4.480 4.070 1.530 .160 .220 .360 02-cbd .878 .700 .712 .510 .506 1.364 4.868 4.502 1.798 .192 .172 .404 03-ray 1.180 1.120 1.040 .740 .710 1.820 5.610 6.450 2.460 .230 .140 .490 04-uc 1.141 1.089 1.013 .724 .693 1.779 5.444 6.278 2.396 .224 .138 .478 05-mr 1.180 1.120 1.040 .740 .710 1.820 5.610 6.450 2.460 .230 .140 .490 (06-sad,07-for) .500 .520 .520 .360 .310 .720 3.500 3.000 .860 .090 .110 .240 08-pak .505 .520 .523 .362 .313 .729 3.520 3.021 .873 .091 .112 .242 09-ld .689 .520 .618 .437 .408 1.042 4.186 3.749 1.329 .139 .187 .324 10-lbd .564 .522 .543 .380 .360 .778 3.545 3.130 1.018 .111 .122 .278 11-jha .627 .686 .662 .509 .465 1.239 3.286 4.035 1.564 .139 .112 .315 12-gug .548 .624 .608 .476 .430 1.156 2.954 3.690 1.436 .126 .108 .290 13-uj 1.210 1.170 1.240 .850 .690 1.500 5.320 5.610 2.030 .230 .160 .480 14-lj .920 .889 .942 .646 .524 1.140 4.043 4.264 1.543 .175 .122 .365 15-bah .230 .290 .380 .250 .170 .260 2.520 1.930 .190 .020 .120 .130 16-mai .402 .434 .463 .316 .270 .553 3.020 2.530 .618 .068 .107 .208 17-sid .420 .435 .445 .305 .325 .495 2.570 2.265 .665 .085 .080 .245 18-hav .390 .500 .500 .410 .360 .990 2.290 3.000 1.180 .100 .100 .240 19-ran .370 .380 .400 .270 .330 .550 2.010 1.820 .540 .080 .060 .240 20-pan .220 .252 .296 .184 .140 .184 1.716 1.444 .152 .010 .108 .120 21-abb .221 .263 .326 .205 .143 .206 1.998 1.615 .163 .011 .102 .121 (22-usw,23-lsw, 24-war,25-kab) 1.440 1.530 2.440 1.760 .770 .310 1.260 2.030 .810 .230 .310 .670 26-tha .610 .717 .882 .621 .448 .809 2.946 2.769 .944 .132 .130 .298 27-pah .450 .670 .960 .690 .390 .610 2.290 1.900 .630 .110 .150 .240 28-muz .375 .400 .435 .298 .335 .555 2.028 1.825 .548 .083 .068 .240 29-dgk .260 .330 .270 .220 .180 .380 .740 1.230 .310 .030 .070 .210 (31-p+d,32-beg) .199 .282 .204 .179 .100 .257 .447 .905 .187 0.000 .097 .179 33-gho .210 .230 .250 .140 .120 .140 1.230 1.160 .130 0.000 .110 .110 34-nw .171 .336 .263 .171 .100 .242 .612 .994 .330 0.000 .035 .173 35-ric .173 .341 .273 .173 .100 .251 .706 1.020 .346 0.000 .032 .163 36-dad .170 .335 .270 .170 .100 .275 1.330 1.170 .400 0.000 .035 .130 37-kw .190 .240 .200 .140 .100 .250 1.310 1.210 .270 0.000 .090 .100 38-ke .150 .200 .200 .100 .100 .250 1.350 1.450 .350 0.000 .050 .100 39-roh .138 .235 .188 .143 .150 .368 2.297 1.876 .564 .034 .051 .095 41-nar .091 .151 .119 .103 .159 .397 3.003 2.097 .658 .071 .056 .060 (42-kal,43-lch, 44-ful,45-pin) .140 .300 .120 .060 .140 .720 4.020 2.080 .700 .060 .060 .120; $sTitle Historic Canal Diversions (maf) Table divpost(cnl,m1) 'average (1976-77 to 1987-88) canal diversions (maf)' * source: indus basin irrigation system * historic rivers and canals discharge data, * water resources management, directorate. wapda lahore apr may jun jul aug sep oct nov dec jan feb mar rabi kharif annual 01-ud .0238 .1028 .1091 .1155 .1183 .1263 .0730 .0236 .0072 .0100 .0186 .0343 .1668 .5958 0.7626 02-cbd .1102 .1339 .1372 .1278 .1151 .1202 .1284 .1294 .1113 .0500 .0958 .1010 .6159 .7443 1.3602 03-ray .0025 .0370 .0884 .0902 .0820 .0855 .0473 .0025 .0020 .0005 .0024 .0007 .0553 .3856 0.4409 04-uc .0984 .1829 .2771 .3155 .2713 .2577 .1928 .0822 .0343 .0428 .0631 .0566 .4719 1.4029 1.8747 05-mr .0163 .0964 .1218 .2160 .2366 .1665 .0402 .0122 .0107 .0111 .0176 .0103 .1020 .8536 0.9556 06-sad .2686 .2865 .2838 .2762 .2677 .2693 .2538 .2851 .2719 .1106 .2329 .2796 1.4339 1.6522 3.0861 07-for .0340 .1224 .1481 .1433 .1415 .1481 .1044 .0102 .0091 .0061 .0137 .0137 .1572 .7375 0.8946 08-pak .2183 .3408 .3542 .3536 .3881 .3739 .2978 .2190 .2399 .1134 .1833 .2470 1.3003 2.0289 3.3292 09-ld .0479 .1923 .2140 .2295 .2320 .2278 .1535 .0451 .0258 .0256 .0479 .0295 .3273 1.1436 1.4709 10-lbd .4055 .4822 .4717 .4564 .4611 .4590 .4244 .4269 .3860 .1539 .3521 .4069 2.1503 2.7360 4.8862 11-jha .2838 .3425 .3423 .3177 .3010 .3391 .3284 .3025 .2970 .1279 .1941 .2728 1.5227 1.9265 3.4492 12-gug .3186 .3845 .3843 .3567 .3379 .3807 .3687 .3396 .3334 .1436 .2179 .3063 1.7094 2.1626 3.8720 13-uj .0791 .1180 .1285 .1486 .1294 .1305 .1117 .0884 .0732 .0461 .0457 .0462 .4114 .7341 1.1454 14-lj .2421 .3128 .3155 .3099 .2902 .2901 .2987 .2509 .2151 .1084 .2138 .2118 1.2988 1.7607 3.0594 15-bah .1205 .2033 .2293 .2448 .2282 .2359 .2008 .1238 .1212 .0958 .0827 .1475 .7718 1.2619 2.0337 16-mai .1441 .2961 .3286 .3163 .3375 .3478 .2875 .1336 .1392 .1309 .0897 .1643 .9452 1.7704 2.7156 17-sid .1469 .2226 .2334 .2216 .2264 .2332 .2203 .1631 .1593 .0975 .1124 .1632 .9159 1.2841 2.2000 18-hav .0314 .0455 .0474 .0447 .0464 .0513 .0472 .0252 .0282 .0224 .0255 .0318 .1803 .2666 0.4469 19-ran .0314 .0809 .0904 .0823 .0689 .0817 .0663 .0174 .0147 .0206 .0076 .0242 .1507 .4356 0.5863 20-pan .2684 .4531 .5359 .5554 .5569 .5577 .5056 .2296 .1913 .1355 .1759 .2235 1.4613 2.9275 4.3888 21-abb .0408 .0529 .0602 .0599 .0604 .0602 .0567 .0375 .0328 .0202 .0280 .0357 .2109 .3343 0.5453 22-usw .1025 .1131 .1101 .1094 .1028 .1048 .1052 .0876 .0802 .0631 .0654 .0869 .4884 .6426 1.1310 23-lsw .0413 .0518 .0514 .0461 .0401 .0455 .0487 .0388 .0372 .0051 .0239 .0308 .1845 .2762 0.4607 24-war .0377 .0441 .0436 .0385 .0307 .0412 .0454 .0436 .0406 .0021 .0145 .0263 .1725 .2358 0.4083 25-kab .0339 .0434 .0466 .0440 .0366 .0425 .0434 .0392 .0328 .0017 .0177 .0341 .1688 .2470 0.4158 26-tha .3777 .4206 .3864 .4027 .3991 .4096 .4016 .3934 .3680 .1064 .3175 .3615 1.9483 2.3962 4.3445 27-pah .0269 .0340 .0355 .0363 .0307 .0340 .0348 .0301 .0315 .0045 .0259 .0288 .1556 .1976 0.3532 28-muz .1041 .3154 .3886 .3937 .3812 .3749 .2665 .1312 .0745 .0707 .0920 .1057 .7407 1.9578 2.6985 29-dgk .1874 .3408 .4056 .4062 .3455 .3699 .2960 .1787 .1091 .0935 .1275 .1580 .9629 2.0555 3.0183 31-p+d .0020 .0812 .5064 .5786 .4625 .4169 .2224 .0942 .0700 .1628 .0665 .0632 .6791 2.0475 2.7266 32-beg .0017 .0798 .7547 1.0590 .6712 .5522 .1528 .0023 .0122 .1344 .0059 .0038 .3115 3.1186 3.4300 33-gho .0134 .2218 .4264 .4093 .4541 .4266 .3847 .2007 .1010 .2016 .0720 .1217 1.0817 1.9517 3.0334 34-nw .0917 .1070 .3522 .4994 .4373 .3499 .3011 .2055 .1948 .0973 .2070 .1844 1.1900 1.8375 3.0275 35-ric .0000 .1199 .5937 .5945 .4428 .3722 .1454 .0000 .0000 .0000 .0000 .0000 .1454 2.1232 2.2686 36-dad .0775 .0820 .1964 .2978 .2643 .2269 .1894 .1350 .1378 .0620 .1494 .1400 .8137 1.1449 1.9587 37-kw .0904 .1003 .1086 .1123 .1112 .1283 .1187 .1064 .1073 .0342 .0908 .0938 .5512 .6511 1.2024 38-ke .1140 .1357 .1464 .1564 .1537 .1504 .1609 .1456 .1456 .0442 .1185 .1186 .7334 .8567 1.5901 39-roh .6860 .7981 .7821 .8123 .8474 .8517 .8026 .7187 .7404 .2608 .7123 .7525 3.9873 4.7776 8.7649 41-nar .6064 .6819 .6671 .6932 .6901 .6967 .6916 .6246 .6078 .2227 .5419 .5689 3.2576 4.0355 7.2931 42-kal .1342 .1644 .2888 .4046 .3561 .3739 .2843 .1374 .0777 .1522 .0963 .0861 .8340 1.7220 2.5559 43-lch .1155 .1476 .1645 .1671 .1421 .1451 .1332 .0954 .0612 .0618 .0752 .0780 .5048 .8819 1.3867 44-ful .1021 .3667 .6712 .6460 .4545 .4078 .2991 .1375 .0732 .1594 .1005 .0591 .8287 2.6483 3.4770 45-pin .0464 .1899 .4162 .5242 .4391 .3334 .2264 .1068 .0469 .1041 .0611 .0349 .5802 1.9493 2.5295; $sTitle Govt. Tubewell Pumpage and Depth to Water Table Table gwt(cnl,m) 'public tunewell pumpage (kaf)' jan feb mar apr may jun jul aug sep oct nov dec 01-ud 0 0 1 0 1 0 1 1 1 0 0 0 02-cbd 2 2 3 2 2 2 6 7 8 2 2 2 03-ray 15 29 41 45 40 50 30 17 48 43 19 7 04-uc 39 49 49 30 49 49 55 58 58 16 36 15 05-mr 3 6 20 17 9 11 8 6 12 9 5 2 09-ld 1 1 1 1 1 1 0 0 0 1 1 1 10-lbd 2 2 2 2 2 2 2 3 3 1 2 2 11-jha 38 42 49 57 57 57 50 54 60 57 48 32 12-gug 50 62 69 78 79 79 69 73 82 85 67 34 13-uj 67 88 104 119 141 121 114 114 140 155 117 5 14-lj 51 65 88 70 81 72 87 81 94 91 70 77 15-bah 0 0 1 0 1 1 2 2 2 0 1 1 18-hav 6 6 8 6 7 7 6 6 6 5 7 7 19-ran 55 66 82 84 68 52 36 57 59 52 51 43 20-pan 6 6 8 6 6 6 6 6 5 5 6 6 21-abb 1 1 2 1 2 2 1 2 1 1 2 2 28-muz 114 114 159 147 109 89 80 90 94 45 79 119 32-beg 2 3 4 2 2 1 0 1 1 2 2 2 37-kw 18 20 24 19 16 20 18 18 16 10 11 11 39-roh 6 7 8 6 5 7 6 48 42 3 4 4; Table dep1(cnl,is, *) 'depth to water table (feet)' * 1980 depth is from ibm and irrgation supporting report of rap. * year 1993 and 2000 depths are estimated considering the drainage * projects under construction or planning. 1980.depth (1988,1993,2000).depth 01-ud 17.0 17 02-cbd 10.5 10 (03-ray,05-mr) 15.0 15 04-uc 15.1 15 06-sad 5.5 7 (07-for,22-usw,23-lsw, 24-war,25-kab) 8.0 8 08-pak 19.9 15 09-ld 17.9 17 10-lbd 18.1 18 11-jha 13.6 14 12-gug 14.8 14 13-uj 10.0 10 14-lj 8.1 9 (15-bah,19-ran,28-muz) 9.0 9 (16-mai,17-sid) 19.0 19 18-hav 10.1 10 20-pan 8.4 9 21-abb 8.2 9 26-tha 8.7 8 27-pah 10.0 12 29-dgk 7.8 8 (31-p+d,32-beg,36-dad,39-roh) 7 (34-nw,35-ric,42-kal,43-lch, 44-ful,45-pin) 6 33-gho 5.5 7 37-kw 5.6 7 38-ke 5.4 7 41-nar 4.9 7; Table dep2(is,cnl,m) 'depth to water table (feet)' jan feb mar apr may jun jul aug sep oct nov dec 1980. 31-p+d 6.9 6.9 6.9 6.9 6.9 4.5 2.5 2.5 2.5 3.5 4.5 6.9 1980. 32-beg 6.6 6.6 6.6 6.6 6.6 4.5 2.5 2.5 2.5 3.5 4.5 6.6 1980.(34-nw,35-ric) 4.6 4.6 4.6 4.6 4.6 4.5 2.5 2.5 2.5 3.5 4.5 4.6 1980. 36-dad 5.6 5.6 5.6 5.6 5.6 4.5 2.5 2.5 2.5 3.5 4.5 5.6 1980. 39-roh 5.9 5.9 5.9 5.9 5.9 5.8 5.8 5.8 5.8 5.9 5.9 5.9 1980.(42-kal,43-lch,44-ful,45-pin) 5.0 5.0 5.0 5.0 5.0 3.5 2.0 2.0 2.5 4.0 5.0 5.0; Parameter depth(cnl,m) 'depth to groundwater (feet)' efr(cnl,m) 'effective rainfall in feet' eqevap(cnl,m) 'evaporation from the equaifer (feet)' subirr(cnl,m) 'water supplied by capillary action from the aquifer' subirrfac(z) 'maximum sub-irrigation in saline areas as proportion of crop req. (net of rain)' / (nwfp, pmw, pcw, psw, prw, srwn, scws) .4 scwn .3 srws .1 /; Scalar drc 'run-off portion of rainfall' / .15 / the1 'portion of equaifer evaporation used by crops' / 0.6 /; * Sub-irrigation and effective rain calculations loop(isr, depth(cnl,m) = dep1(cnl,isr,"depth"); depth(cnl,m)$(dep2(isr,cnl,m) <> 0 ) = dep2(isr,cnl,m); efr(cnl,m) = (1.0 - drc - (1 - comdef(isr,"flde",cnl)))*rain(cnl,m)/12.0; ); eqevap(cnl,m) = min(1., 10.637/depth(cnl,m)**2.558)*evap(cnl,m); subirr(cnl,m) = eqevap(cnl,m)*the1; option depth:1; display depth; $sTitle Network Nodes and Arc Definition Set n 'nodes of the indus river system' / sulem-b 'sulemanki barrage - sutlej river' islam-b 'islam barrage - sutlej river' panjnad-b 'panjnad barrage - panjnad river' ravi-i 'ravi inflow at madhopur - ravi river' balloki-b 'balloki barrage - ravi river' sidhnai-b 'sidhani barrage - ravi river' marala-b 'marrala barrage - chenab river' khanki-b 'khanki barrage - chenab river' qadira-b 'qadirabad barrage - chenab river' trimmu-b 'trimmu barrage - chenab river' mangla-r 'mangla reservoir - jehlum river' rasul-b 'rasul barrage - jhelum river' tarbela-r 'tarbela reservoir - indus river' amanda-h 'amandara head works - swat river' munda-h 'munda head works - swat river' warsak-d 'warsak reservoir - kabul river' k-s-jct 'kabul and swat river jct - kabul river' kalabagh-r 'kalabagh reservoir - indus river' chasma-r 'chasma reservoir - indus river' taunsa-b 'taunsa barrage - indus river' gudu-b 'gudu barrage - indus river' sukkur-b 'sukkur barrage - indus river' nara-jct 'nara junction - nara complex' nara-head 'head works for irri. diversion - nara complex' chotiari-r 'chotiari reservoir - nara complex' kotri-b 'kotri barrage - indus river' a-sea 'arabian sea' a1 'diversion point for uj uj link and r.p.c' a2 'div. for brbd link uc link and uc int.' a3 'div. for mr cross link' a4 'mr cross tail and brbd link' a5 'div. for cbd and ud canals' a6 'diversion to lcc feeder' a7 'div. for gugera and jhang canals' a8 'divesion point for maili+l pakpattan canals' a9 'smb link to l-bahawl canal' a10 'diversion point for lj' / i 'system inflows' / swat 'swat river at chakdara' kabul 'kabul river at warsak' indus 'indus river at tarbela' haro 'haro river at gariall' soan 'soan river at dhok pathan' jehlum 'jehlum river at mangls' chenab 'chenab river at marrala' ravi 'ravi river below madhopur' sutlej 'sutlej river below ferozpur' / nc(n,cnl) 'node to canal map' / sulem-b. (06-sad,07-for,08-pak), a8. 16-mai a9. 15-bah , panjnad-b.(20-pan,21-abb) balloki-b.(10-lbd,09-ld) , sidhnai-b. 17-sid marala-b. 05-mr , a2. (04-uc,03-ray) a5. (02-cbd,01-ud) , a7. (11-jha,12-gug) trimmu-b. (19-ran,18-hav) a1. 13-uj , a10. 14-lj amanda-h. 22-usw , munda-h. 23-lsw warsak-d. 24-war , warsak-d. 25-kab chasma-r. (26-tha,27-pah) taunsa-b. (28-muz,29-dgk) , gudu-b. (31-p+d,32-beg,33-gho) sukkur-b. (34-nw,35-ric,36-dad,37-kw,38-ke,39-roh) nara-head. 41-nar kotri-b. (42-kal,43-lch,44-ful,45-pin) /; Alias (n,n1); Set nn(n,n1) 'water flow system node to node' / * sutlej ravi system sulem-b. balloki-b islam-b. sulem-b a9. (a8, islam-b) a8. sidhnai-b panjnad-b. (trimmu-b,sidhnai-b, islam-b, taunsa-b) * ravi chenab system ravi-i. a3 a3. marala-b a4. (a3,a2) a5. a4 a2. marala-b balloki-b. (ravi-i, a2, a6) a6. qadira-b a7. (a6, khanki-b) sidhnai-b. (trimmu-b, balloki-b) * chenab jehlum system khanki-b. (a1, marala-b) qadira-b. (rasul-b, khanki-b) trimmu-b. (qadira-b, rasul-b, chasma-r) a1. mangla-r rasul-b. (mangla-r, a10) a10. (rasul-b, a1) * kabul swat system munda-h. amanda-h k-s-jct. (munda-h, warsak-d) * indus river kalabagh-r.(k-s-jct, tarbela-r) chasma-r. kalabagh-r taunsa-b. chasma-r gudu-b. (panjnad-b,taunsa-b) sukkur-b. gudu-b nara-jct. sukkur-b chotiari-r. nara-jct nara-head. (nara-jct, chotiari-r) kotri-b. sukkur-b a-sea. kotri-b / ni(n,i) 'node to rim station inflow map' / amanda-h. swat , warsak-d. kabul tarbela-r. indus , kalabagh-r.haro kalabagh-r.soan , mangla-r. jehlum marala-b. chenab, ravi-i. ravi sulem-b. sutlej / nb(n); nb(n) = yes; nb("a-sea") = no; * flow capacities Parameter ncap(n,n1) 'node to node transfer capacity (maf)' / chasma-r. trimmu-b 1.307, taunsa-b. panjnad-b .724 sukkur-b. nara-jct 1.190, nara-jct. nara-head 1.190 nara-jct. chotiari-r .416, chotiari-r.nara-head .135 mangla-r. a1 .685, a1. a10 .199 rasul-b. a10 .328, a1. khanki-b .422 rasul-b. qadira-b 1.232, marala-b. a3 .985, a3. a4 .199 a3. ravi-i .938, marala-b. a2 .995 a2. balloki-b .698, a2. a4 .310 a4. a5 .310 khanki-b. a7 .684, qadira-b. a6 1.146 a6. a7 .270, a6. balloki-b .808 balloki-b.sulem-b 1.172, trimmu-b. sidhnai-b 1.03 sidhnai-b.a8 .662, a8. a9 .640 islam-b. a9 .299 / lloss(n,n1) 'link canal loss factors' / chasma-r. trimmu-b .096 , taunsa-b. panjnad-b .0615 sukkur-b. nara-jct .055 , nara-jct. nara-head .0001 nara-jct. chotiari-r .001 , chotiari-r.nara-head .0001 a1. a10 .004 , a1. khanki-b .099 rasul-b. qadira-b .039 , marala-b. a3 .0705 a3. a4 .0075, a2. balloki-b .0705 a2. a4 .097 , a4. a5 .007 khanki-b. a7 .0435, a6. balloki-b .087 balloki-b.sulem-b .0525, trimmu-b. sidhnai-b .075 sidhnai-b.a8 .0495 / lceff(n,n1) 'link canal efficiency from head to tail'; lceff(n,n1)$lloss(n,n1) = 1 - lloss(n,n1); * display n, nc, nn, ni, ncap, lloss, lceff; $sTitle Flow Routing Coefficints Set cd / c, d /; Table rivercd(n,cd) 'coefficients for river routing' c d rasul-b .02732 .93766 trimmu-b .15348 khanki-b 2.2113 balloki-b sidhnai-b .14063 1.0024 islam-b .12294 panjnad-b .08077 gudu-b .10947 kalabagh-r .04856 chasma-r .04526 taunsa-b .07205 sukkur-b .02218 kotri-b .17054; Table riverb(n,n1) 'coefficients for river routing' mangla-r rasul-b qadira-b marala-b ravi-i balloki-b rasul-b 1.01841 trimmu-b .82803 .9068 khanki-b .93361 balloki-b 1.2181 sidhnai-b .70555 + sulem-b trimmu-b sidhnai-b islam-b taunsa-b panjnad-b islam-b .9086 panjnad-b .81033 1.13626 .80359 gudu-b .94003 1.0 + k-s-jct tarbela-r kalabagh-r chasma-r gudu-b sukkur-b kalabagh-r 1.04621 1.08686 chasma-r .9849 taunsa-b .9497 sukkur-b .9908 kotri-b .70625; riverb(n,n1)$(riverb(n,n1) = 0) = 1; rivercd(n,"d")$(rivercd(n,"d") = 0) = 1; $sTitle Rim Station and Tributory Inflows Set s58 / 50, 80 /; Table infl5080(s58,i,m1) 'system inflows measured atthe rim stations (maf)' * 50 - 50% probability flows and 80 are 80 % probability flows. * * source: water resouce management directorate, wapda publications and * rap irrigation and drainage supporting report * historic data used: indus oct 1936 - march 1988 * jehlum april 1922 - march 1988 * chenab april 1922 - march 1988 * ravi and sutlej april 1966 - march 1988 * all others april 1966 - march 1976 apr may jun jul aug sep kharif 50.indus 1.931 3.984 7.191 16.148 17.437 6.196 52.887 50.jehlum 3.826 4.355 2.993 3.429 2.236 0.846 17.685 50.chenab 1.361 2.281 4.036 5.279 5.097 2.540 20.594 50.ravi 0.226 0.161 0.038 1.089 1.732 0.841 4.088 50.sutlej 0.031 0.045 0.052 0.483 1.003 1.198 2.810 50.haro 0.016 0.013 0.014 0.048 0.204 0.073 0.369 50.soan 0.012 0.007 0.090 0.225 0.426 0.068 0.829 50.swat 0.483 0.636 1.049 0.863 0.642 0.346 4.020 50.kabul 1.512 1.883 3.467 3.490 2.619 0.975 13.945 80.indus 1.871 3.760 9.634 13.135 10.524 5.234 44.159 80.jehlum 1.526 2.242 2.594 2.632 3.140 1.623 13.757 80.chenab 1.120 2.064 3.133 4.515 3.537 2.844 17.213 80.ravi 0.049 0.020 0.011 0.696 1.346 0.313 2.434 80.sutlej 0.000 0.001 0.000 0.145 0.291 0.004 0.441 80.haro 0.014 0.019 0.011 0.020 0.101 0.022 0.187 80.soan 0.006 0.004 0.020 0.252 0.145 0.021 0.448 80.swat 0.323 0.574 0.848 0.579 0.463 0.448 3.235 80.kabul 0.963 1.737 2.238 2.157 2.303 1.534 10.934 + oct nov dec jan feb mar rabi 50.indus 2.297 1.279 1.188 0.952 0.973 1.468 8.157 50.jehlum 0.988 0.521 0.412 0.460 0.621 1.417 4.419 50.chenab 0.728 0.487 0.407 0.480 0.711 1.079 3.891 50.ravi 0.188 0.134 0.131 0.090 0.026 0.455 1.023 50.sutlej 0.129 0.009 0.004 0.060 0.000 0.000 0.202 50.haro 0.037 0.020 0.016 0.019 0.019 0.051 0.163 50.soan 0.010 0.005 0.020 0.022 0.028 0.043 0.128 50.swat 0.195 0.122 0.088 0.079 0.068 0.140 0.692 50.kabul 0.523 0.405 0.354 0.379 0.440 0.687 2.787 80.indus 2.133 1.281 1.060 0.898 0.835 1.025 7.232 80.jehlum 0.405 0.270 0.309 0.306 0.526 1.514 3.331 80.chenab 0.516 0.325 0.285 0.292 0.804 0.711 2.933 80.ravi 0.076 0.048 0.074 0.135 0.112 0.135 0.580 80.sutlej 0.004 0.002 0.004 0.005 0.002 0.000 0.017 80.haro 0.024 0.016 0.018 0.017 0.018 0.018 0.112 80.soan 0.012 0.010 0.009 0.010 0.019 0.031 0.091 80.swat 0.103 0.070 0.061 0.064 0.085 0.212 0.597 80.kabul 0.273 0.420 0.354 0.331 0.429 0.359 2.167; Table tri(s58,n1,n,m1) 'tributary inflows (maf)' * source: irrigation drainage and flood management supporting report of rap. planning division wapda. apr may jun jul aug sep kharif 50.marala-b. khanki-b 0.004 0.006 0.023 0.120 0.240 0.056 0.449 50.mangla-r. rasul-b 0.120 0.180 0.150 0.170 0.320 0.210 1.150 50.chasma-r. taunsa-b 0.051 0.013 0.021 0.048 0.021 0.012 0.166 50.tarbela-r.kalabagh-r 0.041 0.087 0.182 0.350 0.602 0.180 1.442 50.balloki-b.sidhnai-b 0.000 0.001 0.009 0.096 0.206 0.041 0.353 50.amanda-h. munda-h 0.036 0.337 0.637 0.854 0.544 0.062 2.470 50.munda-h. k-s-jct 0.015 0.013 0.005 0.008 0.007 0.007 0.054 50.warsak-d. k-s-jct 0.126 0.102 0.059 0.070 0.056 0.056 0.469 80.marala-b. khanki-b 0.004 0.005 0.006 0.136 0.131 0.011 0.293 80.mangla-r. rasul-b 0.120 0.180 0.150 0.170 0.320 0.210 1.150 80.chasma-r. taunsa-b 0.021 0.014 0.006 0.047 0.008 0.003 0.098 80.tarbela-r.kalabagh-r 0.052 0.094 0.106 0.126 0.416 0.079 0.873 80.balloki-b.sidhnai-b 0.000 0.000 0.006 0.075 0.164 0.027 0.271 80.amanda-h. munda-h 0.121 0.410 0.161 0.132 0.000 0.019 0.844 80.munda-h. k-s-jct 0.006 0.009 0.003 0.005 0.005 0.004 0.031 80.warsak-d. k-s-jct 0.050 0.077 0.027 0.039 0.036 0.032 0.261 + oct nov dec jan feb mar rabi 50.marala-b. khanki-b 0.017 0.007 0.008 0.007 0.006 0.007 0.052 50.mangla-r. rasul-b 0.060 0.000 0.000 0.000 0.000 0.000 0.060 50.chasma-r. taunsa-b 0.004 0.005 0.010 0.006 0.015 0.026 0.065 50.tarbela-r.kalabagh-r 0.100 0.064 0.038 0.055 0.052 0.130 0.439 50.balloki-b.sidhnai-b 0.002 0.003 0.008 0.005 0.007 0.006 0.030 50.amanda-h. munda-h 0.133 0.153 0.150 0.119 0.119 0.221 0.894 50.munda-h. k-s-jct 0.003 0.003 0.004 0.004 0.004 0.009 0.028 50.warsak-d. k-s-jct 0.024 0.027 0.035 0.035 0.038 0.070 0.229 80.marala-b. khanki-b 0.007 0.006 0.006 0.003 0.011 0.006 0.039 80.mangla-r. rasul-b 0.060 0.000 0.000 0.000 0.000 0.000 0.060 80.chasma-r. taunsa-b 0.009 0.006 0.010 0.006 0.008 0.011 0.050 80.tarbela-r.kalabagh-r 0.088 0.039 0.041 0.040 0.042 0.045 0.295 80.balloki-b.sidhnai-b 0.000 0.001 0.001 0.000 0.000 0.000 0.002 80.amanda-h. munda-h 0.090 0.075 0.045 0.047 0.019 0.121 0.397 80.munda-h. k-s-jct 0.005 0.004 0.003 0.003 0.000 0.005 0.022 80.warsak-d. k-s-jct 0.020 0.016 0.020 0.020 0.027 0.065 0.169; Parameter inflow(i,m) 'inflows for this run (maf)' trib(n1,n,m) 'tributary inflows for this run (maf)'; inflow(i,m) = infl5080("50",i,m); trib(n1,n,m) = tri("50",n1,n,m); $sTitle Reservoir Characteristics Table rrcap(n,is) 'live storage capacity of reservoirs (maf)' 1980 1988 2000 mangla-r 5.053 4.881 4.617 tarbela-r 9.197 8.861 8.357 kalabagh-r 6.100 chasma-r 0.571 .435 .231 chotiari-r 1.100; * storage capacities are provided by planning division of wapda. * 1988 capacities are from recent hydrographic surveys. Table rulelo(n,m) 'lower rule curve' * end of month contents as percent of live capacity jan feb mar apr may jun jul aug sep oct nov dec mangla-r 16 6 0 7 21 48 74 95 83 55 35 24 tarbela-r 43 30 14 4 0 10 46 100 100 64 59 53 kalabagh-r 55 49 34 28 0 0 24 70 100 96 78 61 chasma-r 0 0 0 0 0 0 0 0 0 0 0 0 chotiari-r 0 0 0 0 0 0 0 0 0 0 0 0; Table ruleup(n,m) 'upper rule curve' * end of month contents as percent of live capacity jan feb mar apr may jun jul aug sep oct nov dec mangla-r 39 28 19 31 42 59 87 100 100 90 68 49 tarbela-r 69 47 37 26 13 48 73 100 100 100 87 77 kalabagh-r 100 100 100 100 100 100 100 100 100 100 100 100 chasma-r 100 100 100 100 100 100 100 100 100 100 100 100 chotiari-r 100 100 100 100 100 100 100 100 100 100 100 100; Table revapl(n,m) 'evaporation losses from reservoirs (kaf)' jan feb mar apr may jun jul aug sep oct nov dec mangla-r 1 5 4 5 12 17 -1.9 -2.5 4 22 10 5 tarbela-r 1 5 7 9 16 28 10 1 12 29 12 5 kalabagh-r 1 4 6 9 12 5 9 1 9 24 9 5 chasma-r 3 3 1 6 3 7 15 6 3; Set pow / r-ele 'reservoir elevation (feet from spd)' p-cap 'installed capacity of the power house at r-ele' g-cap 'generation capability (kwh per af) at r-ele' r-cap 'gross reservoir capacity (maf) at r-ele'/ pn(n) 'nodes with power house' / mangla-r, tarbela-r / v / 1*27 /; Table powerchar(n,*,v) 'power generation chractersitics of hrdro stations' 1 2 3 4 5 6 7 8 9 10 11 12 13 tarbela-r.r-ele 1300 1310 1320 1330 1340 1350 1360 1370 1380 1390 1400 1410 1420 tarbela-r.p-cap 480 552 630 700 780 832 894 942 992 1052 1114 1184 1266 tarbela-r.g-cap 136 166 183 192 202 209 216 224 233 237 247 257 263 tarbela-r.r-cap 1.313 1.439 1.571 1.707 1.848 1.995 2.236 2.486 2.745 3.014 3.297 3.631 3.977 mangla-r .r-ele 1040 1050 1055 1060 1065 1070 1075 1080 1085 1090 1095 1100 1105 mangla-r .p-cap 384 424 440 464 488 504 528 544 568 584 608 632 648 mangla-r .g-cap 141 155 164 173 183 192 198 205 209 212 220 228 233 mangla-r .r-cap 0.417 0.509 0.555 0.601 0.648 0.696 0.744 0.792 0.883 0.973 1.064 1.155 1.271 + 14 15 16 17 18 19 20 21 22 23 24 25 26 27 tarbela-r.r-ele 1430 1440 1450 1460 1470 1480 1490 1500 1510 1520 1530 1540 1550 1550 tarbela-r.p-cap 1308 1366 1416 1476 1530 1596 1678 1730 1792 1848 1908 1936 1952 1952 tarbela-r.g-cap 269 281 288 295 303 310 318 336 346 356 356 368 376 376 tarbela-r.r-cap 4.334 4.705 5.095 5.520 5.960 6.412 6.882 7.369 7.865 8.381 8.917 9.478 10.063 20.000 mangla-r .r-ele 1110 1115 1120 1130 1135 1140 1145 1155 1160 1165 1170 1180 1202 1202 mangla-r .p-cap 672 696 712 760 776 800 816 856 880 896 920 960 960 960 mangla-r .g-cap 237 247 252 263 263 269 275 281 288 295 303 318 356 356 mangla-r .r-cap 1.386 1.501 1.617 1.933 2.091 2.249 2.453 2.862 3.066 3.316 3.566 4.067 5.364 20.000; * segment 27 would be used if the * dam is raised to create additional storage on top of the existing. * select capacity and adjust the capacity curve for sediment/dead storage Parameter rcap(n) 'live capacity of resrvoirs (maf)'; loop(isr, rcap(n) = rrcap(n,isr)); powerchar(pn,"r-cap",v) = max(0, powerchar(pn,"r-cap",v) - (powerchar(pn,"r-cap","26") - rcap(pn))); powerchar(pn,"r-cap","1") = 0; * report on the inflows etc. Parameter rep7, rep8; rep7(i,m) = inflow(i,m); rep7(i,sea1) = sum(m$sea1m(sea1,m), inflow(i,m)); rep7("total",m1) = sum(i, rep7(i,m1)); display "system inflows at rim stations (maf)", rep7; rep8(n,n1,m) = trib(n,n1,m); rep8(n,n1,sea1) = sum(m$sea1m(sea1,m), trib(n,n1,m)); display "tributory inflow in (maf)", rep8; rep8(n,n1,m1) = 0; rep8(pn,v,pow) = powerchar(pn,pow,v); option rep8:3:1:1; display rcap "r-ele reservoir elevation (feet from spd)" "p-cap installed capacity of the power house at r-ele" "g-cap generation capability (kwh per af) at r-ele" "r-cap live reservoir capacity (maf) at r-ele ", rep8; $sTitle Prices Set p3 / financial, economic, export, import /; Table prices(ps,cq,p3) '1988 prices' financial economic export import 87-88.basmati 6. 6. 4.8 87-88.irri 2.9 2.4 2.3 87-88.cotton 4.5 6. 4.5 87-88.gram 3.9 3.8 87-88.maize 1.6 .6 87-88.mus+rap 3.75 3.4 87-88.sc-gur 3.0 3.0 87-88.sc-mill .3 .21 .5 87-88.wheat 2.0 2.2 2.0 87-88.orchard 4.8 4.3 87-88.potatoes 2.6 2.6 87-88.onions 2.9 2.9 2.8 87-88.chilli 10. 10. 87-88.cow-milk 5.4 2.46 87-88.buff-milk 5.4 3.24 87-88.meat 13.8 14.4 ; Table finsdwtpr(c,ps,*) 'prices of seed (rs per kg) and water (rs per acre)' 87-88.seed 87-88.water 87-88.miscc basmati 5. 32. 75. irri 2.5 32. 75. cotton 5.5 34. 500. rab-fod 40. 11. gram 5.7 16. maize 4. 14. mus+rap 4.3 22. kha-fod 2.5 14. sc-gur .2 64. sc-mill .2 64. wheat 2.9 22. orchard 84. potatoes 2.6 16. 1650. onions 2.9 16. 1020. chilli 10. 42. 525.; Table ecnsdwtpr(c,ps,*) 'prices of seed(rs per kg) and water (rs per acre)' 87-88.seed 87-88.water 87-88.miscc basmati 7. 16. 75. irri 3.7 16. 75. cotton 6.7 14.4 500. rab-fod 36. 6.4 gram 5.1 8. maize 7. 9.6 mus+rap 5.9 12. kha-fod 2.25 6.4 sc-gur .43 33. sc-mill .43 33. wheat 3.6 10. orchard 64. potatoes 2.6 12. 1650. onions 2.9 12. 1020. chilli 10 32. 525.; * wages, fertilizer and other input prices Set p1 / nitrogen, phosphate, protein, twinvt, trinvt, twopc, tropc / p11 / financial, economic /; Table pri1(ps,p11,p1) 'fertilizer tubewell tractor and protein prices' * fertilizer and protein prices are in rs/kg, twinvt and trinvt are * annualized cost for a tubewell and tractor (rupees) * twopc and tropc are cost of tubewell water(rs/acre foot) and * cost of tractor (rs/tractor hour) nitrogen phosphate protein twinvt trinvt twopc tropc 87-88.financial 5.8 7.0 9. 10000 25000 225 45. 87-88.economic 8.3 10.9 9. 10000 25000 170 50.; Table wageps(ps,p11,m) 'wage rates rs per man hour' jan feb mar apr may jun jul aug sep oct nov dec 87-88.financial 3. 3. 3. 6. 6. 3. 3. 3. 3. 6. 6. 3. 87-88.economic 2.75 2.75 2.75 5. 5 2.75 2.75 2.75 2.75 5. 5. 2.75; * miscellaneous parametres Scalar lstd 'standard labor limit (hours per month)' / 200 / trcap 'tractor capacity in tractor hours per month' / 250 / twcap 'nameplate capacity of the private tubewell (af per month)' / 59.5041 / ntwucap 'effective capacity of new tubewells (af per month)' twefac 'factor to convert wc losses to from private tubewell losses' / 0.5 / labfac 'factor to convert wage to the reservation wage' / 0.5 /; Parameter twutil(*) 'effective capacity of tubewells (proportion of name plate capacity)' / existing .60, new .75 /; $sTitle Demand and Consumption Data Table totprod(z,cq ) "total production 1988 (000's tons)" * sc-mill is total cane production (including that used for gur) * sc-gur is refined portion of total cane - same as consumption wheat basmati irri maize sc-mill sc-gur cotton mus+rap gram chilli potatoes onions nwfp 161.8 0.0 0.0 42.1 2473.7 49.5 0.0 14.8 22.4 4.8 29.7 25.2 pcw 4636.8 182.8 175.7 23.0 10885.2 217.7 3318.4 103.8 132.4 38.7 199.5 191.5 pmw 747.1 0.0 0.0 0.0 1364.8 27.3 153.6 7.5 50.6 7.1 36.8 35.1 prw 1720.1 636.0 279.6 5.6 1065.7 21.3 46.9 16.6 43.0 15.2 78.5 75.0 psw 2327.3 141.2 0.0 27.2 7148.6 143.0 397.0 14.6 36.4 21.6 110.8 106.2 scwn 830.1 0.0 18.1 0.0 3030.7 60.6 485.5 17.4 16.7 5.9 33.7 27.8 scws 847.7 0.0 157.3 0.0 4947.9 99.0 437.4 6.8 6.2 7.0 39.9 32.4 srwn 414.2 0.0 920.3 0.0 289.5 5.8 6.1 27.8 23.1 7.2 41.2 33.6 srws 112.7 0.0 257.3 0.0 1832.0 36.6 18.9 3.4 10.1 2.2 12.3 10.1; Table farmcons(z,cq ) "on-farm consumption 1988 (000's tons)" wheat basmati irri maize sc-gur mus+rap gram chilli potatoes onions nwfp 110.0 18.9 49.5 6.7 10.1 2.2 13.4 11.3 pcw 3013.9 27.4 21.1 10.3 217.7 46.7 59.6 17.4 89.8 86.2 pmw 485.6 27.3 3.4 22.8 3.2 16.6 15.8 prw 1118.1 95.4 33.6 21.3 7.5 19.4 6.8 35.3 33.7 psw 1512.7 21.2 12.3 143.0 6.6 16.4 9.7 49.9 47.8 scwn 697.3 11.8 60.6 7.8 7.5 2.7 15.2 12.5 scws 712.1 102.2 99.0 3.1 2.8 3.1 18.0 14.6 srwn 347.9 171.1 5.8 12.5 10.4 2.9 16.8 13.5 srws 94.6 27.1 36.6 1.5 4.5 1.3 7.4 6.1; Table demand(*,cq ) 'market demand by zone (000 tons or million liters)' * basmati & irri adjusted for expected exports * sc-mill adjusted for expected imports of refined sugar wheat basmati irri maize sc-mill cotton mus+rap gram chilli potatoes onions cow-milk buff-milk nwfp 51.8 23.1 2337.6 0.0 8.1 12.3 2.6 16.3 13.9 167 163 pcw 1622.9 155.4 49.3 10286.5 3318.4 57.1 72.8 21.3 109.7 105.3 190 267 pmw 261.5 1289.8 153.6 4.1 27.8 3.9 20.2 19.3 709 2298 prw 602.0 290.6 32.2 1007.1 9.1 23.7 8.3 43.2 41.2 260 1591 psw 814.5 120.2 15.0 6755.5 397.0 8.0 20.0 11.9 61.0 58.4 180 1142 scwn 132.8 6.3 2864.0 485.5 9.6 9.2 3.3 18.5 15.3 201 374 scws 66.3 55.0 4675.8 437.4 3.8 3.4 3.8 22.0 17.8 110 216 srwn 18.03 171.2 273.5 15.3 12.7 3.9 22.7 18.5 187 469 srws 28.0 27.1 1731.3 1.8 5.5 1.2 6.7 5.5 206 366; * adujust the demands for cow and buffalo population in the irrigated area * zone3xxxxx(z,cq, "demand") = demand(z,cq); Scalar cowf 'adjustment factor for cows population in the irrigated areas' / .5 / buff 'adjustment factor for buffloes pop. in the irrigated areas' / .8 /; demand(z,"cow-milk") = demand(z,"cow-milk" )*cowf; demand(z,"buff-milk") = demand(z,"buff-milk")*buff; Parameter elast(cq ) 'elasticity of demand for crop and livestock comodities' /(basmati,irri) -.4 cotton -.9 gram -.22 maize -.4 mus+rap -.35 sc-mill -.7 wheat -.23 (potatoes,onions,chilli) -.7 (cow-milk,buff-milk) -.44 / growthrd(cq) 'growth rate of reference demand (percent)' / basmati 4.5, irri 4.0, cotton 5.0 gram 4.7, wheat 4.1, mus+rap 3.4 sc-mill 5.5, cow-milk 6.3, buff-milk 6.3, meat 6.6 /; Table consratio(z,g) 'proportion of consumption by growundwater type' fresh nwfp 1 pmw .85 pcw .9 psw .83 prw 1 scwn .55 srwn .33 scws .34 srws 0 ; Parameter natexp(cq) 'national exports (000 tons)' / basmati 250, irri 1100, cotton 700, onions 10 / explimit(z,cq) 'export limits by zone'; Scalar explimitgr 'growth rate of export limits (percent)' / 5 /; Table exppv(pv,cq) 'provincial exports as proportion of national' basmati irri cotton onions nwfp 0.14 punjab 1.00 0.29 0.84 0.33 sind 0.71 0.16 0.53; Table expzo(z,cq) 'zonal exports as proportion of provincial' basmati irri cotton onions nwfp 1 pcw 0.33 1.00 0.52 prw 1.00 0.67 0.22 pmw 0.09 psw 0.17 scwn 0.74 0.41 srwn 0.74 0.30 scws 0.26 0.22 srws 0.26 0.08; growthrd(cq)$(growthrd(cq) = 0) = 3.0; consratio(z,"saline") = 1 - consratio(z,"fresh"); explimit(z,cq) = natexp(cq)*sum(pv$pvz(pv,z), exppv(pv,cq))*expzo(z,cq); explimit(z,cq) = sum(is$isr(is),(1 + explimitgr/100)**(ord(is) + 1979 - baseyear)*explimit(z,cq)); * zone3xxxxx(z,cq,"totprod") = totprod(z,cq); * zone3xxxxx(z,cq,"farmcons") = farmcons(z,cq); * zone3xxxxx(z,cq,"elast") = elast(cq); * zone3xxxxx(z,cq,"growthrd") = growthrd(cq); * zone3xxxxx(z,cq,"explimit") = explimit(z,cq); $sTitle Data Transformation to Zones Set sr1(dc) / cca, ccap /; Alias (g,g1); Parameter zwt(z,cnl,sa) 'weighting factor to map rain evap and efficiencies to zones' eqevapz(z,m) 'evaporation from the equaifer by acz (feet)' subirrz(z,m) 'subirrigation by acz (feet)' efrz(z,m) 'effective rain by acz (feet)' resource(z,g,r1) 'endowments by acz and groundwater quality' cneff(cnl) 'canal efficiency from canal head to the watercourse head' wceff(cnl,m) 'watercourse command delivery efficiency' tweff(cnl,m) 'delivery efficiency from private tubewell to the root zone' cneffz(z) 'weighted canal delivery efficiency from canal head to watercourse head' tweffz(z,m) 'weighted private tubewell delivery efficiency by zone' wceffz(z,m) 'weighted water course command delivery efficiency by zone' fleffz(z) 'weighted field efficiency by zone' canalwz(z,g,m) 'canal water availablility at the canal head (maf)' canalwrtz(z,g,m) 'canal water availablility at the root zone (maf)' gwtsa(cnl,sa,m) 'government tubewell pumpage by canal and subarea (kaf)' gwt1(z,g,m) 'public tubewell pumpage at the root zone (kaf)' ratiofs(z,g) 'fresh and saline cca as a proportion off total'; loop(isr, resource(z,g,sr1) = sum((cnl,sa)$(zsa(z,cnl,sa)$gwfg(cnl,sa,g)), comdef(isr,sr1,cnl)*subdef(sa,cnl)); zwt(z,cnl,sa)$zsa(z,cnl,sa) = comdef(isr,"cca",cnl)*subdef(sa,cnl)/sum(g, resource(z,g,"cca")); cneff(cnl) = comdef(isr,"ceff",cnl); wceff(cnl,m) = sum(wce$wcem(wce,m), comdef(isr,wce,cnl)); tweff(cnl,m) = (1 - (1 - wceff(cnl,m)/comdef(isr,"flde",cnl))*twefac)*comdef(isr,"flde",cnl); cneffz(z) = sum((cnl,sa), comdef(isr,"ceff",cnl)*zwt(z,cnl,sa)); fleffz(z) = sum((cnl,sa), comdef(isr,"flde",cnl)*zwt(z,cnl,sa)); canalwrtz(z,g,m) = sum((cnl,sa)$(zsa(z,cnl,sa)$gwfg(cnl,sa,g)), divpost(cnl,m)*subdef(sa,cnl) * comdef(isr,"ceff",cnl)*wceff(cnl,m)); gwtsa(cnl,sa,m)$carea(cnl,"fresh") = subdef(sa,cnl)$gwf(cnl,sa) * comdef(isr,"cca",cnl)/carea(cnl,"fresh")*gwt(cnl,m) ); ratiofs(z,g) = resource(z,g,"cca")/sum(g1, resource(z,g1,"cca")); canalwz(z,g,m) = sum((cnl,sa)$(zsa(z,cnl,sa)$gwfg(cnl,sa,g)), divpost(cnl,m)*subdef(sa,cnl)); eqevapz(z,m) = sum((cnl,sa), eqevap(cnl,m)*zwt(z,cnl,sa)); subirrz(z,m) = sum((cnl,sa), subirr(cnl,m)*zwt(z,cnl,sa)); efrz(z,m) = sum((cnl,sa), efr(cnl,m)*zwt(z,cnl,sa)); tweffz(z,m) = sum((cnl,sa), tweff(cnl,m)*zwt(z,cnl,sa)); wceffz(z,m) = sum((cnl,sa), wceff(cnl,m)*zwt(z,cnl,sa)); gwt1(z,"fresh",m) = sum((cnl,sa)$zsa(z,cnl,sa), gwtsa(cnl,sa,m)*wceff(cnl,m)); display wceff, tweff, gwtsa, gwt1; $onText *- report water components Set crt / canal, canal-rt, govt-tw, gwt-rt / ras / rain, subirr, total /; Parameter rep5(z,*,*), rep51, rep6; rep5(z,"rain",m) = efrz(z,m)*12; rep5(z,"subirr",m) = subirrz(z,m)*12; rep5(z,"total",m) = sum(ras, rep5(z,ras,m)); rep5(z,ras,sea1) = sum(m$sea1m(sea1,m), rep5(z,ras,m)); rep51(z,"cnldeleff",m) = cneffz(z)*wceffz(z,m); rep51(z,"wcdeleff",m) = wceffz(z,m); rep51(z,"twdeleff",m) = tweffz(z,m); rep6(z,g,"canal",m) = canalwz(z,g,m); rep6(z,"total","canal",m) = sum(g, canalwz(z,g,m)); rep6(z,g,"canal-rt",m) = canalwrtz(z,g,m); rep6(z,"total","canal-rt",m) = sum(g, canalwrtz(z,g,m)); rep6(z,"fresh","govt-tw",m) = sum((cnl,sa)$zsa(z,cnl,sa), gwtsa(cnl,sa,m))/1000; rep6(z,"total","govt-tw",m) = rep6(z,"fresh","govt-tw",m); rep6(z,g,"gwt-rt",m) = gwt1(z,g,m)/1000; rep6(z,"total","gwt-rt",m) = gwt1(z,"fresh",m)/1000; rep6(z,t1,crt,sea1) = sum(m$sea1m(sea1,m), rep6(z,t1,crt,m)); display zwt; display "rain effective rain(inches) " "subirr water available to the crops by cappilary action from the gw(inches) " "total total water available from rain and subirr(inches) ", rep5; display "cnldeleff weighted canal delivery efficiency from canal head to the root zone " "wcdeleff weighted watercourse command eff. from canal head to the root zone " "twdeleff weighted perivate tubewell eff. from canal head to the root zone ", rep51; display "canal canal water available at the canal head (maf) " "cannal-rt canal water available at the root zone (maf) " "govt-tw government tubewell pumpage at the watercourse head(maf)" "gwt-rt government tubewell pumpage at the root zone(maf)", rep6; display eqevapz; $offText $sTitle Resource Stocks Set ftt(r1) / farmpop, farmhh, tractors, tubewells, bullocks, cows, buffalos /; Table res88(r1 ,z) 'available resources 1988' * farmpop -- thosand workers, farmhh -- thousand households * bullocks, cows and buffalos are in thousands * tubewells are 1 cfs tubewells nwfp pmw pcw psw prw scwn srwn scws srws farmpop 371 478 2589 1441 1016 484 589 567 176 farmhh 174 226 1123 586 513 211 253 275 88 tractors 7465 12044 86817 45777 44564 8177 4154 8839 2702 tubewells 2638 12265 109658 37952 49897 9573 4863 10348 3163 bullocks 151 332 1978 952 368 399 486 444 143 cows 505 736 2549 1055 590 442 570 630 256 buffalos 319 487 4146 2911 2279 584 587 557 249; Table croparea(z,c) "cropped area 1988 (000's acres)" * sc-mill area includes gur area wheat basmati irri maize sc-mill cotton mus+rap gram chilli potatoes onions orchard rab-fod kha-fod nwfp 224 0 0 78 143 52 132 9 8 6 27 47 14 pcw 6324 396 277 41 722 3820 275 746 55 51 40 300 1174 1332 pmw 1168 25 29 100 270 27 389 14 13 10 93 158 328 prw 2141 1189 272 9 79 78 42 233 21 19 15 56 506 374 psw 2688 391 42 51 495 614 41 218 33 30 24 242 675 698 scwn 1004 0 19 169 743 63 58 10 9 7 49 131 72 scws 921 0 196 238 758 25 22 12 11 8 103 137 59 srwn 590 0 951 24 13 124 100 15 14 11 7 117 4 srws 101 0 325 111 41 13 38 4 4 3 41 30 7; Table growthres(r1,z) 'growth rate of farm population tractors and tubwells (percent)' (nwfp,pmw,pcw,psw,prw) (scwn,scws,srwn,srws) farmpop farmhh tractors 3 3 tubewells 1 bullocks 2.35 2.35 cows 1.21 1.21 buffalos 1.21 1.21; Parameter orcharea(z) 'area under orchards by zone (thousand acres)' orchgrowth(z) 'growth rate of orchard area' / (nwfp,pmw,pcw,psw,prw) 6.43 (scwn,scws,srwn,srws) 2.591 /; demand(z,cq) = demand(z,cq)*sum(is$isr(is), (1 + growthrd(cq)/100)**(ord(is) + 1979 - baseyear)); orcharea(z) = croparea(z,"orchard")*sum(is$isr(is), (1 + orchgrowth(z)/100)**(ord(is) + 1979 - baseyear)); resource(z,g,ftt) = res88(ftt,z)*ratiofs(z,g)*sum(is$isr(is), (1 + growthres(ftt,z)/100)**(ord(is) + 1979 - baseyear)); ntwucap = twutil("new")*twcap; resource(z,"fresh","tubewells")$resource(z,"fresh","cca") = sum(g, resource(z,g,"tubewells")); resource(z,"saline","tubewells") = 0; resource(z,"fresh","twc")$resource(z,"fresh","cca") = resource(z,"fresh","tubewells")*twcap*twutil("existing")/1000; Parameter scmillcap(z) 'sugarcane mill capacity (thousand tonns per year)' / nwfp 6937, pmw 5750, pcw 8550, psw 12000, prw 3600 scwn 6000, scws 8370, srwn 3800, srws 3730 /; option totprod:1, farmcons:1, demand:1, consratio:2; display resource, totprod, farmcons, consratio, demand, explimit; Set cnl1(cnl) 'canals excluding nwfp canals'; cnl1(cnl) = yes; cnl1(cnl)$pvcnl("nwfp",cnl) = no; Parameter postt 'average canal diversions by season' protarb 'diversions as proportion of total (punjab and sind) ost tarbela'; postt(cnl,sea) = sum(m$seam(sea,m), divpost(cnl,m)); postt(pv2,sea) = sum(cnl$pvcnl(pv2,cnl), postt(cnl,sea)); protarb(cnl1,sea) = 0.999*postt(cnl1,sea)/(postt("punjab",sea) + postt("sind",sea)); protarb(pv2,sea) = 0.999*postt(pv2,sea) /(postt("punjab",sea) + postt("sind",sea)); option postt:5, protarb:5; display cnl1, postt, protarb; $stitle Model Setup Set psr(ps) 'price scenario for the model (financial prices)' / 87-88 / psr1(ps) 'price scenario for report (economic prices)' / 87-88 / z1(z) 'zone selection for this run' / nwfp, pmw, pcw, psw, prw, scwn, scws, srwn, srws / * total comodities are 18, * with endogenous prices = 13, fixed prices = 2, fodder = 2 * consumption only = 1 cn(cq) 'comodities endogenous prices' / basmati, irri, cotton gram, maize, mus+rap sc-mill, wheat, potatoes onions, chilli, cow-milk, buff-milk / ccn(cq) 'crop comodities with endogenous prices' / basmati, irri, cotton gram, maize, mus+rap sc-mill, wheat, potatoes onions, chilli / qn(cq) 'livestock comodities endogenous prices' / cow-milk, buff-milk / ncn(cq) 'crops with fixed prices excluding fodder' / orchard, meat / ce(cq) 'exportable comodities' / basmati, irri, cotton, onions, wheat / cm(cq) 'comodities which could be imported' / sc-mill / ex(z,g) 'to check fresh or saline area within a zone' techc(z,cq) 'comodities by zones'; ex(z1,g)$resource(z1,g,"cca") = yes; display cq, cn, ccn, qn, ncn, ce, cm, ex, fert; Table tec(c,t,s,w,z) 'crop technology disabled for 1988 run' scwn srwn scws srws wheat.(bullock,semi-mech).la-plant.(heavy,january) 1 1 1 1 wheat.(bullock,semi-mech).(qk-harv,standard).heavy 1 1 1 wheat.(bullock,semi-mech).(qk-harv,standard).january 1 1 wheat.(bullock,semi-mech).(qk-harv,standard,la-plant).light 1; Scalar big 'big number used for artifical production' / 4000 / pawat 'big number for artificial water' / 999999 / pafod 'big number for artifical fodder' / 1000 /; Parameter divnwfp(m) 'monthy diversion to the nwfp zone (maf)' / jan .158, feb .187, mar .270, apr .184 may .232, jun .325, jul .333, aug .333 sep .332, oct .200, nov .063, dec .133 / rval(n) 'value of water stored in the reservoirs' / tarbela-r 1, kalabagh-r .8, mangla-r .6 chasma-r .2, chotiari-r .2, a-sea .1 / fsalep(cq) 'financial sale price for crop and livestock comodities (rs per kg or per liter)' pp 'financial purchase price of protein (rs per kgs)' misc(*) 'financial miscellenious prices' seedp(c) 'financial seed price (rs per kgs)' wage(m) 'financial wage rates (rs per man-hour)' miscct(c) 'financial water charges and miscillenious costs (rs per acre)' esalep(cq) 'economic sale price for crop and livestock comodities (rs per kg or per liter)' epp 'economic price of protein concentrate (rs per kgs)' emisc(*) 'economic miscellenious prices' eseedp(c) 'economic seed price' ewage(m) 'economic wage rate (rs per man-hour)' emiscct(c) 'economic water charges and miscillenious costs (rs per acre)' importp(cq) 'import prices for the scenario' exportp(cq) 'export prices for the scenario' wnr(c,z,t,s,w,m) 'water requirements net of rain'; loop(psr, fsalep(cq) = prices(psr,cq,"financial"); pp = pri1(psr,"financial","protein"); misc(p1) = pri1(psr,"financial",p1); seedp(c) = finsdwtpr(c,psr,"seed"); wage(m) = wageps(psr,"financial",m); miscct(c) = finsdwtpr(c,psr,"water") + finsdwtpr(c,psr,"miscc"); importp(cq) = prices(psr,cq,"import"); exportp(cq) = prices(psr,cq,"export") ); loop(psr1, esalep(cq) = prices(psr1,cq ,"economic"); epp = pri1(psr1,"economic","protein"); emisc(p1) = pri1(psr1,"economic",p1); eseedp(c) = ecnsdwtpr(c,psr1,"seed"); ewage(m) = wageps(psr1,"economic",m); emiscct(c) = ecnsdwtpr(c,psr1,"water") + ecnsdwtpr(c,psr1,"miscc"); ); $onText * economic prices are set to finacial esalep(cq) = fsalep(cq); emisc(p1) = misc(p1); eseedp(c) = seedp(c); epp = pp; ewage(m) = wage(m); $offText * if we know that water is positive runs 10 times as fast * wnr(c,z1,t,s,w,m)$water(c,z1,t,s,w,m) = max(0, (water(c,z1,t,s,w,m) - efrz(z1,m))); wnr(c,z1,t,s,w,m) = max(0, (water(c,z1,t,s,w,m) - efrz(z1,m))); * set coton in prw to no tec("cotton",t,s,w,"prw") = 1; tec("maize",t,s,w,"prw") = 1; tech(z1,c,t,s,w)$tec(c,t,s,w,z1) = no; techc(z1,c)$sum((t,s,w), tech(z1,c,t,s,w)) = yes; techc(z1,cf) = no; techc(z1,q) = yes; * display tech; display techc; * note: inflows from ravi and sutlej river are set to zero here. * inflow("ravi",m) = 0; * inflow("sutlej",m) = 0; Scalar tolcnl 'allowed deviation from proportional allocation by canal' / 0.0 / tolpr 'allowed deviation from proportional allocation by province' / 0.0 / tolnwfp 'nwfp diversion tolerance' / 0.0 /; Parameter beta(cq,z1) 'gradient comodities demand curve' alpha(cq,z1) 'demand curve intecept'; Scalar betaf 'beta factor' / .5 /; beta(cn,z1)$demand(z1,cn) = fsalep(cn)/demand(z1,cn)/elast(cn); alpha(cn,z1) = fsalep(cn) - beta(cn,z1)*demand(z1,cn); * linearization of the demand function. Set p 'grid points for linearization' / 1*20 /; Parameter pmax(cq,z1) 'maximum price for segments' pmin(cq,z1) 'minimum price for segments' qmax(cq,z1) 'max national consumption' qmin(cq,z1) 'min national consumption' incr(cq,z1) 'increment' ws(cq,z1,p) 'welfare segments (million rupees)' rs(cq,z1,p) 'revenue definition (million rupees)' qs(cq,z1,p) 'quantity definition (thousand tons or million liters)' endpr(cq,z1,p) 'price (rupees per kgs or liter)'; pmin(cn,z1) = 0.5*fsalep(cn); pmax(cn,z1) = min(alpha(cn,z1), 2*fsalep(cn)); * pmax(ce,z1) = min(alpha(ce,z1),2*fsalep(ce)); * pmin(ce,z1) = fsalep(ce); qmin(cn,z1)$beta(cn,z1 ) = (pmax(cn,z1) - alpha(cn,z1))/beta(cn,z1); qmax(cn,z1)$beta(cn,z1 ) = (pmin(cn,z1) - alpha(cn,z1))/beta(cn,z1); incr(cn,z1) = (qmax(cn,z1) - qmin(cn,z1))/(card(p) - 1); qs(cn,z1,p) = qmin(cn,z1) + incr(cn,z1)*(ord(p) - 1); ws(cn,z1,p) = alpha(cn,z1)*qs(cn,z1,p) + betaf*beta(cn,z1)*sqr(qs(cn,z1,p)); rs(cn,z1,p) = alpha(cn,z1)*qs(cn,z1,p) + beta(cn,z1)*sqr(qs(cn,z1,p)); endpr(cn,z1,p) = alpha(cn,z1) + beta(cn,z1)*qs(cn,z1,p); display pmax, pmin, qmax, qmin,incr, qs, ws, rs, endpr, alpha, beta; $sTitle Equations and Variables Variable cps 'consumer plus producers surplus (million rupees)'; Positive Variable acost(z,g) 'farm cost in (million rupees)' ppc(z,g,sea) 'purchases of protein concentrates (thousand metric tons)' x(z,g,c,t,s,w) 'cropped area by technology (thousand acres)' animal(z,g,a) 'production of livestock type a (thousands)' prodt(z,g,cq) 'production (crop commodities 000 metric tons livestock comm mill. kgs or liters)' proda(z,g,cq ) 'artificial supply' import(z ,cq ) 'import of comodities (crop comm. 000 m. tons livestock mill. kgs or liters)' export(z ,cq ) 'export of comodities (000 metric tonns)' consump(z,g,cq ) 'on farm consumption (000 metric tonns)' familyl(z,g,m) 'family labor used (million man hours)' hiredl(z,g,m) 'hired labor used (million man hours)' itw(z) 'investment in increased private tubewell capacity (kaf per month)' tw(z,m) 'private tubewell water used by month m (kaf)' itr(z,g) 'investment in increased tractor capacity (000 tractor-hrs per month)' ts(z,g,m) 'private tractor services use by month (thousand hrs)' f(n,n1,m) 'flow to node n from node n1 (maf)' rcont(n,m) 'end of the month resrvoir contents (maf)' canaldiv(cnl,m) 'canal diversion at the canal head (maf)' cnldivsea(cnl,sea) 'canal diversion by season (maf)' prsea(pv,sea) 'canal diversion by province (Sind and Punjab) (maf)' tcdivsea(sea) 'total canal diversion in Sind and Punjab by season (maf)' wdivrz(z1,g,m) 'surface water diversion at the root zone (kaf)' slkland(z,g,m) 'slack land (thousand acres)' slkwater(z,g,m) 'slack water at the root zone (kaf)' artfod(z1,g,sea) 'artificial fodder supply equaivalent of rab-fod (000 tonns)' artwater(z,g,m) 'water from imaginary source at the root zone (kaf)' artwaternd(n,m) 'water from imaginary source at nodes (maf)' nat(cq,z,p) 'provincial demand linearized' natn(cq,z) 'provincial demand non-linear'; Equation objz 'objective function for the zone model linear version (million rupees)' objzn 'objective function for the zone model non-linear version (million rupees)' objn 'objective function for the indus model linear version (million rupees)' objnn 'objective function for the indus model non-linear version (million rupees)' cost(z,g) 'annual farm cost (million rupees)' conv(cq,z) 'convex combination for aggregate consumption' demnat(cq,z) 'provincial demand balance linear (000 tons or million liters)' demnatn(cq,z) 'zonal demand balance non-linear (000 tons or million liters)' ccombal(z,g,c) 'commodity balances for crops (000 tons)' qcombal(z,g,cq) 'livestock comodity balances (000 tons or m liters)' consbal(z,g,cq) 'consumption balance (000 tons or m liters)' laborc(z,g,m) 'monthly labor constraint (million man hours)' fodder(z,g,sea) 'seasonal maintenance of fodder supplies (000 metric tons)' protein(z,g,sea) 'protein requirements of livestock by season (000 metric tons)' grnfdr(z,g,sea) 'green fodder requirements (000 metric tons)' bdraft(z,g,m) 'bullock draft power constraint (million bullock hours)' brepco(z,g) 'bullock reproduction constraint' bullockc(z1) 'bullock population constraint (000 bullocks)' tdraft(z,g,m) 'tractor draft power balance (000 tractor hours)' trcapc(z,m) 'tractor capacity constraint (000 tractor hours)' twcapc(z,m) 'tubewell capacity constraint (kaf)' landc(z,g,m) 'land constraint (000 acres)' orchareac(z) 'orchard area constraint (000 acres)' scmillc(z) 'sugar cane to mill constraint (000 acres)' waterbaln(z,g,m) 'water balance at the root zone (kaf)' watalcz(z,g,m) 'surface water by zone (kaf)' subirrc(z,g,m) 'subirrigation constraint (kaf)' nbal(n,m) 'water balance at a node (maf)' watalcsea(cnl,sea) 'water allocations by season (maf)' divsea(sea) 'total canal diversions in Sind and Punjab (maf)' divcnlsea(cnl,sea) 'canal diversion by season (maf)' watalcpro(pv,sea) 'water allocation by province (maf)' prseaw(pv,sea) 'diversions by province and season (maf)' nwfpalc(m) 'water allocations to the nwfp acz (maf)'; objz.. cps =e= sum(z1, sum(g$ex(z1,g), sum(ncn, fsalep(ncn)*prodt(z1,g,ncn)) - acost(z1,g) - sum(sea, artfod(z1,g,sea))*pafod - sum(m, artwater(z1,g,m))*pawat - sum(cq$techc(z1,cq), proda(z1,g,cq)*big))) - sum(z1, sum(cm$techc(z1,cm), import(z1,cm)*importp(cm))) + sum(z1, sum(ce$techc(z1,ce), export(z1,ce)*exportp(ce))) + sum(z1, sum((cn,p)$techc(z1,cn), nat(cn,z1,p)*ws(cn,z1 ,p))); objzn.. cps =e= sum(z1, sum(g$ex(z1,g), sum(ncn, fsalep(ncn)*prodt(z1,g,ncn)) - acost(z1,g) - sum(sea, artfod(z1,g,sea))*pafod - sum(m, artwater(z1,g,m))*pawat - sum(cq$techc(z1,cq), proda(z1,g,cq)*big))) - sum(z1, sum(cm$techc(z1,cm), import(z1,cm)*importp(cm))) + sum(z1, sum(ce$techc(z1,ce), export(z1,ce)*exportp(ce))) + sum(z1, sum(cn$techc(z1,cn), alpha(cn,z1)*natn(cn,z1) + betaf*beta(cn,z1)*sqr(natn(cn,z1)))); objn.. cps =e= sum(z1, sum(g$ex(z1,g), sum(ncn, fsalep(ncn)*prodt(z1,g,ncn)) - acost(z1,g) - sum(sea, artfod(z1,g,sea))*pafod - sum(m, artwater(z1,g,m))*pawat - sum(cq$techc(z1,cq), proda(z1,g,cq )*big))) - sum(z1, sum(cm$techc(z1,cm), import(z1,cm)*importp(cm))) + sum(z1, sum(ce$techc(z1,ce), export(z1,ce)*exportp(ce))) + sum(z1, sum((cn,p)$techc(z1,cn), nat(cn,z1,p)*ws(cn,z1,p))) + sum((n,m), -artwaternd(n,m)*pawat + rval(n)*rcont(n,m)$rcap(n) + rval("a-sea")*f("a-sea","kotri-b",m)); objnn.. cps =e= sum(z1, sum(g$ex(z1,g), sum(ncn, fsalep(ncn)*prodt(z1,g,ncn)) - acost(z1,g) - sum(sea, artfod(z1,g,sea))*pafod - sum(m, artwater(z1,g,m))*pawat - sum(cq$techc(z1,cq), proda(z1,g,cq )*big))) - sum(z1, sum(cm$techc(z1,cm), import(z1,cm)*importp(cm))) + sum(z1, sum(ce$techc(z1,ce), export(z1,ce)*exportp(ce))) + sum(z1, sum(cn$techc(z1,cn), alpha(cn,z1)*natn(cn,z1) + betaf*beta(cn,z1)*sqr(natn(cn,z1)))) + sum((n,m), -artwaternd(n,m)*pawat + rval(n)*rcont(n,m)$rcap(n) + rval("a-sea")*f("a-sea","kotri-b",m)); cost(z1,g)$ex(z1,g).. acost(z1,g) =e= (sum((c,t,s,w)$tech(z1,c,t,s,w), (sum(p2, fert(p2,c,z1)*misc(p2)) + miscct(c) + seedp(c)*sylds(c,z1,t,s,w,"seed"))*x(z1,g,c,t,s,w)) + sum(m, misc("twopc")*tw(z1,m)$gf(g) + misc("tropc")*ts(z1,g,m)) + misc("twinvt")*itw(z1)$gf(g) + misc("trinvt")*itr(z1,g) + sum(a, iolive(a,z1,"fix-cost")*animal(z1,g,a)))/1000 + sum(sea, pp*ppc(z1,g,sea)) + sum(m, (familyl(z1,g,m)*labfac + hiredl(z1,g,m))*wage(m)); conv(cn,z1)$techc(z1,cn).. sum(p, nat(cn,z1,p)) =l= 1; demnat(cq,z1)$techc(z1,cq).. sum(g$ex(z1,g), prodt(z1,g,cq) - consump(z1,g,cq)$cc(cq) + proda(z1,g,cq)) - export(z1,cq)$ce(cq) + import(z1,cq)$cm(cq) =g= sum(p, nat(cq,z1,p)*qs(cq,z1 ,p))$cn(cq); demnatn(cq,z1)$techc(z1,cq).. sum(g$ex(z1,g), prodt(z1,g,cq) - consump(z1,g,cq)$cc(cq) + proda(z1,g,cq)) - export(z1,cq)$ce(cq) + import(z1,cq)$cm(cq) =g= natn(cq,z1)$cn(cq); ccombal(z1,g,c)$(cnf(c)$ex(z1,g)).. sum((t,s,w)$tech(z1,c,t,s,w), yield(c,t,s,w,z1)*x(z1,g,c,t,s,w)) =e= prodt(z1,g,c); qcombal(z1,g,q)$ex(z1,g).. sum(a, iolive(a,z1,q)*animal(z1,g,a))/1000 =e= prodt(z1,g,q); consbal(z1,g,cc)$(ex(z1,g)$techc(z1,cc)).. prodt(z1,g,cc) + proda(z1,g,cc) =g= consump(z1,g,cc); laborc(z1,g,m)$ex(z1,g).. (sum((c,t,s,w)$tech(z1,c,t,s,w), labor(c,z1,t,s,w,m)*x(z1,g,c,t,s,w)) + sum(a, iolive(a,z1,"labor")*animal(z1,g,a)))/1000 =l= familyl(z1,g,m) + hiredl(z1,g,m); fodder(z1,g,sea)$ex(z1,g).. sum(a, iolive(a,z1,"tdn")*animal(z1,g,a)) =l= sum((c,t,s,w)$tech(z1,c,t,s,w), (yield(c,t,s,w,z1)*sylds(c,z1,t,s,w,"straw-yld")*sconv("tdn",sea,c) + weedy(z1,sea,c)* sconv("tdn","rabi","rab-fod"))*x(z1,g,c,t,s,w)) + sum(m$seam(sea,m), slkland(z1,g,m))*graz(z1,sea)*sconv("tdn","rabi","rab-fod") + artfod(z1,g,sea)*sconv("tdn","rabi","rab-fod"); protein(z1,g,sea)$ex(z1,g).. sum(a, iolive(a,z1,"dp")*animal(z1,g,a)) =l= ppc(z1,g,sea) + sum((c,t,s,w)$tech(z1,c,t,s,w), (yield(c,t,s,w,z1)*sylds(c,z1,t,s,w,"straw-yld") *sconv("dp",sea,c) + weedy(z1,sea,c)*sconv("dp","rabi","rab-fod"))*x(z1,g,c,t,s,w)) + sum(m$seam(sea,m), slkland(z1,g,m))*graz(z1,sea)*sconv("dp","rabi","rab-fod") + artfod(z1,g,sea)*sconv("dp","rabi","rab-fod"); grnfdr(z1,g,sea)$ex(z1,g).. gr*sum(a, iolive(a,z1,"tdn")*animal(z1,g,a)) =l= sum((cf,t,s,w)$tech(z1,cf,t,s,w), yield(cf,t,s,w,z1)*sconv("tdn",sea,cf)*x(z1,g,cf,t,s,w)) + sum((c,t,s,w)$tech(z1,c,t,s,w), weedy(z1,sea,c)*sconv("tdn","rabi","rab-fod")*x(z1,g,c,t,s,w)) + artfod(z1,g,sea)*sconv("tdn","rabi","rab-fod"); bdraft(z1,g,m)$ex(z1,g).. sum((c,t,s,w)$tech(z1,c,t,s,w), bullock(c,z1,t,s,w,m)*x(z1,g,c,t,s,w))/1000 =l= bp(m)*animal(z1,g,"bullock")/1000; brepco(z1,g)$ex(z1,g).. animal(z1,g,"bullock") =l= repco*animal(z1,g,"cow"); bullockc(z1).. sum(g$ex(z1,g), animal(z1,g,"bullock")) =l= res88("bullocks",z1); tdraft(z1,g,m)$ex(z1,g).. sum((c,t,s,w)$tech(z1,c,t,s,w), tractor(c,z1,t,s,w,m)*x(z1,g,c,t,s,w)) =e= ts(z1,g,m); trcapc(z1,m).. sum(g$ex(z1,g), ts(z1,g,m)) =l= sum(g$ex(z1,g), (resource(z1,g,"tractors")/1000 + itr(z1,g))*trcap); twcapc(z1,m)$ex(z1,"fresh").. tw(z1,m) =l= resource(z1,"fresh","twc") + ntwucap*itw(z1); landc(z1,g,m)$ex(z1,g).. sum((c,t,s,w)$tech(z1,c,t,s,w), land(c,z1,t,s,w,m)*x(z1,g,c,t,s,w)) + slkland(z1,g,m) =e= resource(z1,g,"cca")*1000; orchareac(z1).. sum((g,t,s,w)$ex(z1,g), x(z1,g,"orchard",t,s,w)$tech(z1,"orchard",t,s,w)) =l= orcharea(z1); scmillc(z1).. sum(g$ex(z1,g), prodt(z1,g,"sc-mill")) =l= scmillcap(z1); waterbaln(z1,g,m)$ex(z1,g).. sum((c,t,s,w)$tech(z1,c,t,s,w), max((wnr(c,z1,t,s,w,m)-subirrz(z1,m)*land(c,z1,t,s,w,m)), 0.0)*x(z1,g,c,t,s,w)) + slkwater(z1,g,m) =e= tweffz(z1,m)*tw(z1,m)$gf(g) + gwt1(z1,g,m) + artwater(z1,g,m) + wdivrz(z1,g,m); watalcz(z1,g,m)$ex(z1,g).. wdivrz(z1,g,m) =e= sum((cnl,sa)$(zsa(z1,cnl,sa)$gwfg(cnl,sa,g)), cneff(cnl)*wceff(cnl,m)*canaldiv(cnl,m)*subdef(sa,cnl)*1000); divcnlsea(cnl,sea).. cnldivsea(cnl,sea) =e= sum(m$seam(sea,m), canaldiv(cnl,m)); prseaw(pv2,sea).. prsea(pv2,sea) =e= sum(cnl1$pvcnl(pv2,cnl1), cnldivsea(cnl1,sea)); divsea(sea).. tcdivsea(sea) =e= sum(pv2, prsea(pv2,sea)); watalcsea(cnl1,sea).. protarb(cnl1,sea)*(1 - tolcnl)*tcdivsea(sea) =l= cnldivsea(cnl1,sea); watalcpro(pv2,sea).. protarb(pv2,sea)*(1 - tolpr)*tcdivsea(sea) =l= prsea(pv2,sea); nwfpalc(m).. sum(cnl$pvcnl("nwfp",cnl), canaldiv(cnl,m)) =g= (1 - tolnwfp)*divnwfp(m); subirrc(z1,g,m)$(ex(z1,g)$gs(g)).. wdivrz(z1,g,m) =g= (1 - subirrfac(z1))*sum((c,t,s,w)$tech(z1,c,t,s,w), wnr(c,z1,t,s,w,m)*x(z1,g,c,t,s,w)); nbal(n,m)$nb(n).. sum(i$ni(n,i), inflow(i,m)) + sum(n1, rivercd(n,"d")*trib(n1,n,m) + rivercd(n,"c")*trib(n1,n,m--1)) + sum(n1$nn(n,n1), f(n,n1,m)*lceff(n1,n)$lceff(n1,n) + (riverb(n,n1)*f(n,n1,m) + rivercd(n,"c")*f(n,n1,m--1))$(lceff(n1,n) = 0)) - sum(n1$nn(n1,n), f(n1,n,m)) + (rcont(n,m--1) - rcont(n,m) - revapl(n,m)/1000)$rcap(n) - sum(cnl$nc(n,cnl), canaldiv(cnl,m)) + artwaternd(n,m) =e= 0; * bounds for the network link canal capacities. artwaternd.lo(n,m) = 0; f.up(n,n1,m) = inf; f.up(n,n1,m)$( ncap(n1,n) <> 0) = ncap(n1,n); * bounds on family labor familyl.up(z1,g,m) = resource(z1,g,"farmpop")*lstd/1000; * consumption bounds consump.fx(z1,g,cq) = farmcons(z1,cq)*consratio(z1,g); export.up(z1,ce) = explimit(z1,ce); itr.fx(z1,g) = 0; itw.fx(z1) = 0; Model wsisz 'agroclimatic zones model linear objective' / objz, cost, conv, demnat, ccombal, qcombal consbal, laborc, fodder, protein, grnfdr, bdraft brepco, tdraft, trcapc, twcapc, landc, orchareac scmillc, waterbaln, watalcz, subirrc / wsiszn 'agroclimatic zones model non-linear objective' / objzn, cost, demnatn, ccombal, qcombal consbal, laborc, fodder, protein, grnfdr, bdraft brepco, tdraft, trcapc, twcapc, landc, orchareac scmillc, waterbaln, watalcz, subirrc / wsisn 'ibmr model with water network linear' / objn, cost, conv, demnat, ccombal, qcombal consbal, laborc, fodder, protein, grnfdr, bdraft brepco, tdraft, trcapc, twcapc, landc, orchareac waterbaln, watalcz, subirrc, divcnlsea, prseaw, divsea, watalcsea, watalcpro, nwfpalc, nbal / wsisnn 'ibmr model with water network non-linear' / objnn, cost, demnatn, ccombal, qcombal consbal, laborc, fodder, protein, grnfdr, bdraft brepco, tdraft, trcapc, twcapc, landc, orchareac waterbaln, watalcz, subirrc, divcnlsea, prseaw divsea, watalcsea, watalcpro, nwfpalc, nbal /; * irrigation canal capicity bounds canaldiv.up(cnl,m) = sum(isr, comdef(isr,"ccap",cnl)); canaldiv.lo(cnl,m) = divpost(cnl,m); * reservoir operating rule bounds rcont.lo(n,m) = rulelo(n,m)*rcap(n)/100; rcont.up(n,m) = ruleup(n,m)*rcap(n)/100; tolnwfp = 1; * river flow tests trib("chasma-r","taunsa-b",m) = 0; trib("tarbela-r","kalabagh-r",m) = 0; inflow("haro",m) = 0; inflow("soan",m) = 0; option limRow = 0, limCol = 0; solve wsisn maximizing cps using lp;