Yield gap analysis of major food crops in Pakistan: prospects for food security

The concept of yield gap analysis can be used to meet the growing demands for agricultural products. Sustainable development goals (e.g. SDG1 and SDG2) to end poverty and hunger require sustainable increases in agricultural production in developing countries, particularly in South Asia and Africa. T...

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Published inEnvironmental science and pollution research international Vol. 28; no. 7; pp. 7994 - 8011
Main Authors Khan, Imran, Lei, Hongdou, Khan, Ahmad, Muhammad, Ihsan, Javeed, Tehseen, Khan, Asif, Huo, Xuexi
Format Journal Article
LanguageEnglish
Published Berlin/Heidelberg Springer Berlin Heidelberg 01.02.2021
Springer Nature B.V
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Abstract The concept of yield gap analysis can be used to meet the growing demands for agricultural products. Sustainable development goals (e.g. SDG1 and SDG2) to end poverty and hunger require sustainable increases in agricultural production in developing countries, particularly in South Asia and Africa. The aim of this paper is to assess the spatial heterogeneity of the potential and actual yields of major food crops and to determine the yield gaps at the provincial and national levels in Pakistan. The regional test yields of the registered cultivars were used to determine the potential grain yields and total potential grain production levels in each province of Pakistan. The yield gaps were then calculated by comparing the potential and actual yields of the selected major food crops. With a substantial exploitation rate of 0.38 in total grain production, a significant potential gap was found at the national level. The results revealed that the national potential of total grain production is 100,933 Mg, and the actual national grain production from 2015 to 2016 was 38,227 Mg, with a production gap of 62,706 Mg. The results further revealed that the maize crop had the highest potential gap on a national basis, followed by wheat and rice. Meanwhile, on provincial basis, the total production gaps of Punjab, Sindh, Khyber Pakhtunkhwa and Balochistan are 43,776 Mg, 9649.3 Mg, 6772.1 Mg and 2510.7 Mg, respectively. Moreover, based on climate, temperature, rainfall and topography, the yield gaps varied from crop to crop and from province to province. To increase grain yields and close the yield gaps of the major crops, the farmland infrastructure should be strengthened and resource allocations should be optimized. The findings of this study can provide conclusive data for national grain production, protection and food security.
AbstractList The concept of yield gap analysis can be used to meet the growing demands for agricultural products. Sustainable development goals (e.g. SDG1 and SDG2) to end poverty and hunger require sustainable increases in agricultural production in developing countries, particularly in South Asia and Africa. The aim of this paper is to assess the spatial heterogeneity of the potential and actual yields of major food crops and to determine the yield gaps at the provincial and national levels in Pakistan. The regional test yields of the registered cultivars were used to determine the potential grain yields and total potential grain production levels in each province of Pakistan. The yield gaps were then calculated by comparing the potential and actual yields of the selected major food crops. With a substantial exploitation rate of 0.38 in total grain production, a significant potential gap was found at the national level. The results revealed that the national potential of total grain production is 100,933 Mg, and the actual national grain production from 2015 to 2016 was 38,227 Mg, with a production gap of 62,706 Mg. The results further revealed that the maize crop had the highest potential gap on a national basis, followed by wheat and rice. Meanwhile, on provincial basis, the total production gaps of Punjab, Sindh, Khyber Pakhtunkhwa and Balochistan are 43,776 Mg, 9649.3 Mg, 6772.1 Mg and 2510.7 Mg, respectively. Moreover, based on climate, temperature, rainfall and topography, the yield gaps varied from crop to crop and from province to province. To increase grain yields and close the yield gaps of the major crops, the farmland infrastructure should be strengthened and resource allocations should be optimized. The findings of this study can provide conclusive data for national grain production, protection and food security.The concept of yield gap analysis can be used to meet the growing demands for agricultural products. Sustainable development goals (e.g. SDG1 and SDG2) to end poverty and hunger require sustainable increases in agricultural production in developing countries, particularly in South Asia and Africa. The aim of this paper is to assess the spatial heterogeneity of the potential and actual yields of major food crops and to determine the yield gaps at the provincial and national levels in Pakistan. The regional test yields of the registered cultivars were used to determine the potential grain yields and total potential grain production levels in each province of Pakistan. The yield gaps were then calculated by comparing the potential and actual yields of the selected major food crops. With a substantial exploitation rate of 0.38 in total grain production, a significant potential gap was found at the national level. The results revealed that the national potential of total grain production is 100,933 Mg, and the actual national grain production from 2015 to 2016 was 38,227 Mg, with a production gap of 62,706 Mg. The results further revealed that the maize crop had the highest potential gap on a national basis, followed by wheat and rice. Meanwhile, on provincial basis, the total production gaps of Punjab, Sindh, Khyber Pakhtunkhwa and Balochistan are 43,776 Mg, 9649.3 Mg, 6772.1 Mg and 2510.7 Mg, respectively. Moreover, based on climate, temperature, rainfall and topography, the yield gaps varied from crop to crop and from province to province. To increase grain yields and close the yield gaps of the major crops, the farmland infrastructure should be strengthened and resource allocations should be optimized. The findings of this study can provide conclusive data for national grain production, protection and food security.
The concept of yield gap analysis can be used to meet the growing demands for agricultural products. Sustainable development goals (e.g. SDG1 and SDG2) to end poverty and hunger require sustainable increases in agricultural production in developing countries, particularly in South Asia and Africa. The aim of this paper is to assess the spatial heterogeneity of the potential and actual yields of major food crops and to determine the yield gaps at the provincial and national levels in Pakistan. The regional test yields of the registered cultivars were used to determine the potential grain yields and total potential grain production levels in each province of Pakistan. The yield gaps were then calculated by comparing the potential and actual yields of the selected major food crops. With a substantial exploitation rate of 0.38 in total grain production, a significant potential gap was found at the national level. The results revealed that the national potential of total grain production is 100,933 Mg, and the actual national grain production from 2015 to 2016 was 38,227 Mg, with a production gap of 62,706 Mg. The results further revealed that the maize crop had the highest potential gap on a national basis, followed by wheat and rice. Meanwhile, on provincial basis, the total production gaps of Punjab, Sindh, Khyber Pakhtunkhwa and Balochistan are 43,776 Mg, 9649.3 Mg, 6772.1 Mg and 2510.7 Mg, respectively. Moreover, based on climate, temperature, rainfall and topography, the yield gaps varied from crop to crop and from province to province. To increase grain yields and close the yield gaps of the major crops, the farmland infrastructure should be strengthened and resource allocations should be optimized. The findings of this study can provide conclusive data for national grain production, protection and food security.
Author Javeed, Tehseen
Khan, Asif
Khan, Imran
Muhammad, Ihsan
Khan, Ahmad
Lei, Hongdou
Huo, Xuexi
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Issue 7
Keywords Yield potential
Yield gap analysis
Food security
Sustainable food production
Future strategies
Language English
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ChenLSongGMeadowsMEZouCSpatio-temporal evolution of the early-warning status of cultivated land and its driving factors: a case study of Heilongjiang Province, ChinaLand Use Policy20187228029210.1016/j.landusepol.2017.12.017
KhanIJavedTKhanALeiHMuhammadIAliIHuoXImpact assessment of land use change on surface temperature and agricultural productivity in Peshawar-PakistanEnviron Sci Pollut Res201926330763308510.1007/s11356-019-06448-5
Jiang Y, China C (2016) Economic perspectives of major food crops of Pakistan: an econometric analysis. Journal home page: http://www.aensiweb.com/JASA 11, 18–23
Evans LT, Evans LT (1998) Feeding the ten billion: plants and population growth. Cambridge University Press
ZhangWCaoGLiXZhangHWangCLiuQChenXCuiZShenJJiangRClosing yield gaps in China by empowering smallholder farmersNature20165376716741:CAS:528:DC%2BC28XhsVyhsbzE10.1038/nature19368
FengZYangYZhangYZhangPLiYGrain-for-green policy and its impacts on grain supply in West ChinaLand Use Policy20052230131210.1016/j.landusepol.2004.05.004
KongDLiuNWangWAkhtarKLiNRenGFengYYangGSoil respiration from fields under three crop rotation treatments and three straw retention treatmentsPLoS One201914e02192531:CAS:528:DC%2BC1MXitl2qsL3K10.1371/journal.pone.0219253
van DijkMMorleyTJongeneelRvan IttersumMReidsmaPRubenRDisentangling agronomic and economic yield gaps: an integrated framework and applicationAgric Syst2017154909910.1016/j.agsy.2017.03.004
KirbyMMainuddinMKhaliqTCheemaMAgricultural production, water use and food availability in Pakistan: historical trends, and projections to 2050Agric Water Manag2017179344610.1016/j.agwat.2016.06.001
MorrisMKellyVKopickiRByerleeDFertilizer use in African agriculture: lessons learned and good practice guidelines2007Washington DCThe World Bank10.1596/978-0-8213-6880-0
Rosegrant MW, Paisner MS, Meijer S, Witcover J 2001. 2020 global food outlook: trends, alternatives, and choices. Intl Food Policy Res Inst
CassmanKGEcological intensification of cereal production systems: yield potential, soil quality, and precision agricultureProc Natl Acad Sci199996595259591:CAS:528:DyaK1MXksFKlur4%3D10.1073/pnas.96.11.5952
Van Ittersum M, Cassman K (2013) Yield gap analysis; rationale, methods and applications: introduction to the special issue. Elsevier
Hengsdijk H, Langeveld J (2009) Yield trends and yield gap analysis of major crops in the world. Wettelijke Onderzoekstaken Natuur & Milieu
McIntyre BD (2009) International assessment of agricultural knowledge, science and technology for development (IAASTD): global report
KhanILeiHShahIAAliIKhanIMuhammadIHuoXJavedTFarm households’ risk perception, attitude and adaptation strategies in dealing with climate change: Promise and perils from rural PakistanLand Use Policy20209110439510.1016/j.landusepol.2019.104395
NeumannKVerburgPHStehfestEMüllerCThe yield gap of global grain production: a spatial analysisAgric Syst201010331632610.1016/j.agsy.2010.02.004
AkhtarKWangWKhanARenGAfridiMZFengYYangGWheat straw mulching offset soil moisture deficient for improving physiological and growth performance of summer sown soybeanAgric Water Manag2019211162510.1016/j.agwat.2018.09.031
Fischer G, Van Velthuizen H, Shah M, Nachtergaele FO (2002) Global agro-ecological assessment for agriculture in the 21st century: methodology and results
DuvickDNCassmanKGPost–green revolution trends in yield potential of temperate maize in the North-Central United StatesCrop Sci1999391622163010.2135/cropsci1999.3961622x
LickerRJohnstonMFoleyJABarfordCKucharikCJMonfredaCRamankuttyNMind the gap: how do climate and agricultural management explain the ‘yield gap’ of croplands around the world?Glob Ecol Biogeogr20101976978210.1111/j.1466-8238.2010.00563.x
Van IttersumMKCassmanKGGrassiniPWolfJTittonellPHochmanZYield gap analysis with local to global relevance—a reviewField Crop Res201314341710.1016/j.fcr.2012.09.009
BarrettCBMeasuring food insecurityScience20103278258281:CAS:528:DC%2BC3cXhslWjur8%3D10.1126/science.1182768
MuellerNDGerberJSJohnstonMRayDKRamankuttyNFoleyJAClosing yield gaps through nutrient and water managementNature20124902541:CAS:528:DC%2BC38Xht1Kku7vI10.1038/nature11420
AnwerMFarooqiSQureshiYAgriculture sector performance: an analysis through the role of agriculture sector share in GDPJournal of Agricultural Economics, Extension and Rural Development20153270275
KhanAKongXNajeebUZhengJTanDKYAkhtarKMunsifFZhouRPlanting density induced changes in cotton biomass yield, fiber quality, and phosphorus distribution under beta growth modelAgronomy201995001:CAS:528:DC%2BB3cXptlWnu7o%3D10.3390/agronomy9090500
Lobell DB, Schlenker W, Costa-Roberts J (2011) Climate trends and global crop production since 1980. Science, 1204531
ZhangJZhangFZhangDHeDZhangLWuCKongXThe grain potential of cultivated lands in Mainland China in 2004Land Use Policy200926687610.1016/j.landusepol.2008.01.002
DavidsonBRMartinBRThe relationship between yields on farms and in experimentsAust J Agric Econ19659129140
Gizewski P, Homer-Dixon T (1996) Environmental scarcity and violent conflict: the case of Pakistan.
EvansLCrop evolution, adaptation, and yield1993CambridgeCambridge University Press
Van IttersumMRabbingeRConcepts in production ecology for analysis and quantification of agricultural input-output combinationsField Crop Res19975219720810.1016/S0378-4290(97)00037-3
LitsingerJMoodyKIntegrated pest management in multiple cropping systemsMultiple Cropping197627293316
TilmanDBalzerCHillJBefortBLGlobal food demand and the sustainable intensification of agricultureProc Natl Acad Sci201110820260202641:CAS:528:DC%2BC3MXhs1yqsbnM10.1073/pnas.1116437108
Yinjun C, Bilin X, Linna F (2011) The quality analysis of cultivated land in China. China Agriculture Science
Byerlee D, Ali M (1999) Productivity growth and resource degradation in Pakistan’s Punjab: a decomposition analysis. The World Bank
WestPCGerberJSEngstromPMMuellerNDBraumanKACarlsonKMCassidyESJohnstonMMacDonaldGKRayDKLeverage points for improving global food security and the environmentScience20143453253281:CAS:528:DC%2BC2cXhtFCqs7bN10.1126/science.1246067
GodfrayHCJBeddingtonJRCruteIRHaddadLLawrenceDMuirJFPrettyJRobinsonSThomasSMToulminCFood security: the challenge of feeding 9 billion peopleScience20103278128181:CAS:528:DC%2BC3cXhslWisLo%3D10.1126/science.1185383
ChenLWangJFuBQiuYLand-use change in a small catchment of northern Loess Plateau, ChinaAgric Ecosyst Environ20018616317210.1016/S0167-8809(00)00271-1
KhanIZhaoMWater resource management and public preferences for water ecosystem services: a choice experiment approach for inland river basin managementSci Total Environ20196468218311:CAS:528:DC%2BC1cXhsVWhsbrL10.1016/j.scitotenv.2018.07.339
LiTLongHZhangYTuSGeDLiYHuBAnalysis of the spatial mismatch of grain production and farmland resources in China based on the potential crop rotation systemLand Use Policy20176026361:CAS:528:DC%2BC2sXjsl2ru7k%3D10.1016/j.landusepol.2016.10.013
RounsevellMReayDLand use and climate change in the UKLand Use Policy200926S160S16910.1016/j.landusepol.2009.09.007
Baulcombe D, Crute I, Davies B, Dunwell J, Gale M, Jones J, Pretty J, Sutherland W, Toulmin C (2009) Reaping the benefits: science and the sustainable intensification of global agriculture. The Royal Society
AkramUMetsonGSQuttinehN-HWennergrenUClosing Pakistan’s yield gaps through nutrient recyclingFrontiers in Sustainable Food Systems201822410.3389/fsufs.2018.00024
DuanWChenYZouSNoverDManaging the water-climate-food nexus for sustainable development in TurkmenistanJ Clean Prod201922021222410.1016/j.jclepro.2019.02.040
Fresco L, Huizing H, Van Keulen H, Luning H, Schipper R (1992) Land evaluation and farming systems analysis for land use planning. FAO/ITC
Mudasser M, Hussain I, Aslam M (2001) Constraints to land and water productivity of wheat in India and Pakistan: a comparative analysis. International water Management Institute, 1–36
VermeulenSJCampbellBMIngramJSClimate change and food systemsAnnu Rev Environ Resour20123719522210.1146/annurev-environ-020411-130608
TilmanDCassmanKGMatsonPANaylorRPolaskySAgricultural sustainability and intensive production practicesNature20024186716771:CAS:528:DC%2BD38XlvVyltb0%3D10.1038/nature01014
Peng S, Cassman KG, Virmani S, Sheehy J, Khush G (1999) Yield potential trends of tropical rice since the release of IR8 and the challenge of increasing rice yield potential
ArifullahSChishtiAZulfiqarMYasmeenGFaridNAhmadIEstimating yield potential of the major crops and its implications for Pakistan’s crops sectorSarhad J Agric200925611615
Raza SA, Ali Y, Mehboob F (2012) Role of agriculture in economic growth of Pakistan
GillespieSPooleNvan den BoldMBhavaniRDangourADShettyPLeveraging agriculture for nutrition in South Asia: what do we know, and what have we learned?Food Policy20198231210.1016/j.foodpol.2018.10.012
Tollenaar M, McCullough D, Dwyer L (1994) Physiological basis of the genetic improvement of corn. Genetic improvement of field crops
Ahmad, B., 1993. Decomposition of agricultural growth rates in Pakistan. Agricultural strategies in the 1990s: issues and policy. PAASS, Islamabad, 223–241.
SumbergJMind the (yield) gap (s)Food Security2012450951810.1007/s12571-012-0213-0
KhanMAHussainIBalochMSWheat yield potential current status and future strategiesPak J Biol Sci20003828610.3923/pjbs.2000.82.86
Foresight U (2011) The future of food and farming. Final project report. London, The Government Office for Science
HowdenSMSoussanaJ-FTubielloFNChhetriNDunlopMMeinkeHAdapting agriculture to climate changeProc Natl Acad Sci200710419691196961:CAS:528:DC%2BD1cXitFSltg%3D%3D10.1073/pnas.0701890104
BanzhafEKabischSKnappSRinkDWolffMKindlerAIntegrated research on land-use changes in the face of urban
M Anwer (11166_CR4) 2015; 3
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JA Foley (11166_CR22) 2011; 478
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L Evans (11166_CR18) 1993
U Akram (11166_CR3) 2018; 2
K Neumann (11166_CR49) 2010; 103
W Duan (11166_CR16) 2019; 220
L Chen (11166_CR13) 2001; 86
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M Rounsevell (11166_CR53) 2009; 26
J Kearney (11166_CR32) 2010; 365
S Arifullah (11166_CR5) 2009; 25
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D Tilman (11166_CR57) 2011; 108
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HCJ Godfray (11166_CR27) 2010; 327
CB Barrett (11166_CR7) 2010; 327
SJ Vermeulen (11166_CR65) 2012; 37
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K Akhtar (11166_CR2) 2019; 211
M Kirby (11166_CR38) 2017; 179
W Zhang (11166_CR69) 2016; 537
T Li (11166_CR40) 2017; 60
M Morris (11166_CR46) 2007
M van Dijk (11166_CR60) 2017; 154
D Tilman (11166_CR56) 2002; 418
PC West (11166_CR66) 2014; 345
MK Van Ittersum (11166_CR63) 2013; 143
MA Khan (11166_CR34) 2000; 3
S Gillespie (11166_CR25) 2019; 82
M Van Ittersum (11166_CR62) 1997; 52
I Khan (11166_CR33) 2019; 646
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11166_CR43
A Khan (11166_CR35) 2019; 9
J Sumberg (11166_CR55) 2012; 4
BR Davidson (11166_CR15) 1965; 9
J Van Wart (11166_CR64) 2013; 143
E Banzhaf (11166_CR6) 2017; 60
SM Howden (11166_CR30) 2007; 104
J Litsinger (11166_CR42) 1976; 27
R Licker (11166_CR41) 2010; 19
I Khan (11166_CR36) 2019; 26
KG Cassman (11166_CR12) 2003; 28
L Chen (11166_CR14) 2018; 72
DN Duvick (11166_CR17) 1999; 39
11166_CR52
11166_CR50
ND Mueller (11166_CR48) 2012; 490
11166_CR51
11166_CR10
11166_CR54
11166_CR47
11166_CR9
11166_CR8
KG Cassman (11166_CR11) 1999; 96
11166_CR1
D Kong (11166_CR39) 2019; 14
J Zhang (11166_CR68) 2009; 26
Z Feng (11166_CR20) 2005; 22
References_xml – reference: ArifullahSChishtiAZulfiqarMYasmeenGFaridNAhmadIEstimating yield potential of the major crops and its implications for Pakistan’s crops sectorSarhad J Agric200925611615
– reference: WestPCGerberJSEngstromPMMuellerNDBraumanKACarlsonKMCassidyESJohnstonMMacDonaldGKRayDKLeverage points for improving global food security and the environmentScience20143453253281:CAS:528:DC%2BC2cXhtFCqs7bN10.1126/science.1246067
– reference: Yinjun C, Bilin X, Linna F (2011) The quality analysis of cultivated land in China. China Agriculture Science
– reference: BarrettCBMeasuring food insecurityScience20103278258281:CAS:528:DC%2BC3cXhslWjur8%3D10.1126/science.1182768
– reference: TilmanDCassmanKGMatsonPANaylorRPolaskySAgricultural sustainability and intensive production practicesNature20024186716771:CAS:528:DC%2BD38XlvVyltb0%3D10.1038/nature01014
– reference: ZhangWCaoGLiXZhangHWangCLiuQChenXCuiZShenJJiangRClosing yield gaps in China by empowering smallholder farmersNature20165376716741:CAS:528:DC%2BC28XhsVyhsbzE10.1038/nature19368
– reference: ChenLWangJFuBQiuYLand-use change in a small catchment of northern Loess Plateau, ChinaAgric Ecosyst Environ20018616317210.1016/S0167-8809(00)00271-1
– reference: Van Ittersum M, Cassman K (2013) Yield gap analysis; rationale, methods and applications: introduction to the special issue. Elsevier
– reference: Fischer G, Van Velthuizen H, Shah M, Nachtergaele FO (2002) Global agro-ecological assessment for agriculture in the 21st century: methodology and results
– reference: KhanIZhaoMWater resource management and public preferences for water ecosystem services: a choice experiment approach for inland river basin managementSci Total Environ20196468218311:CAS:528:DC%2BC1cXhsVWhsbrL10.1016/j.scitotenv.2018.07.339
– reference: CassmanKGDobermannAWaltersDTYangHMeeting cereal demand while protecting natural resources and improving environmental qualityAnnu Rev Environ Resour20032831535810.1146/annurev.energy.28.040202.122858
– reference: Foresight U (2011) The future of food and farming. Final project report. London, The Government Office for Science
– reference: MorrisMKellyVKopickiRByerleeDFertilizer use in African agriculture: lessons learned and good practice guidelines2007Washington DCThe World Bank10.1596/978-0-8213-6880-0
– reference: Rosegrant MW, Paisner MS, Meijer S, Witcover J 2001. 2020 global food outlook: trends, alternatives, and choices. Intl Food Policy Res Inst
– reference: KongDLiuNWangWAkhtarKLiNRenGFengYYangGSoil respiration from fields under three crop rotation treatments and three straw retention treatmentsPLoS One201914e02192531:CAS:528:DC%2BC1MXitl2qsL3K10.1371/journal.pone.0219253
– reference: Mudasser M, Hussain I, Aslam M (2001) Constraints to land and water productivity of wheat in India and Pakistan: a comparative analysis. International water Management Institute, 1–36
– reference: Van IttersumMRabbingeRConcepts in production ecology for analysis and quantification of agricultural input-output combinationsField Crop Res19975219720810.1016/S0378-4290(97)00037-3
– reference: EvansLCrop evolution, adaptation, and yield1993CambridgeCambridge University Press
– reference: DavidsonBRMartinBRThe relationship between yields on farms and in experimentsAust J Agric Econ19659129140
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– reference: LiTLongHZhangYTuSGeDLiYHuBAnalysis of the spatial mismatch of grain production and farmland resources in China based on the potential crop rotation systemLand Use Policy20176026361:CAS:528:DC%2BC2sXjsl2ru7k%3D10.1016/j.landusepol.2016.10.013
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– reference: GillespieSPooleNvan den BoldMBhavaniRDangourADShettyPLeveraging agriculture for nutrition in South Asia: what do we know, and what have we learned?Food Policy20198231210.1016/j.foodpol.2018.10.012
– reference: Baulcombe D, Crute I, Davies B, Dunwell J, Gale M, Jones J, Pretty J, Sutherland W, Toulmin C (2009) Reaping the benefits: science and the sustainable intensification of global agriculture. The Royal Society
– reference: AkramUMetsonGSQuttinehN-HWennergrenUClosing Pakistan’s yield gaps through nutrient recyclingFrontiers in Sustainable Food Systems201822410.3389/fsufs.2018.00024
– reference: GoP (2017–2018). Economic Adviser’s Wing, Finance Division, Government of Pakistan, Islamabad. www.finance.gov.pk
– reference: AkhtarKWangWKhanARenGAfridiMZFengYYangGWheat straw mulching offset soil moisture deficient for improving physiological and growth performance of summer sown soybeanAgric Water Manag2019211162510.1016/j.agwat.2018.09.031
– reference: Lobell DB, Schlenker W, Costa-Roberts J (2011) Climate trends and global crop production since 1980. Science, 1204531
– reference: KirbyMMainuddinMKhaliqTCheemaMAgricultural production, water use and food availability in Pakistan: historical trends, and projections to 2050Agric Water Manag2017179344610.1016/j.agwat.2016.06.001
– reference: Byerlee D, Ali M (1999) Productivity growth and resource degradation in Pakistan’s Punjab: a decomposition analysis. The World Bank
– reference: Peng S, Cassman KG, Virmani S, Sheehy J, Khush G (1999) Yield potential trends of tropical rice since the release of IR8 and the challenge of increasing rice yield potential
– reference: MuellerNDGerberJSJohnstonMRayDKRamankuttyNFoleyJAClosing yield gaps through nutrient and water managementNature20124902541:CAS:528:DC%2BC38Xht1Kku7vI10.1038/nature11420
– reference: Evans LT, Evans LT (1998) Feeding the ten billion: plants and population growth. Cambridge University Press
– reference: KhanMAHussainIBalochMSWheat yield potential current status and future strategiesPak J Biol Sci20003828610.3923/pjbs.2000.82.86
– reference: LitsingerJMoodyKIntegrated pest management in multiple cropping systemsMultiple Cropping197627293316
– reference: HowdenSMSoussanaJ-FTubielloFNChhetriNDunlopMMeinkeHAdapting agriculture to climate changeProc Natl Acad Sci200710419691196961:CAS:528:DC%2BD1cXitFSltg%3D%3D10.1073/pnas.0701890104
– reference: GodfrayHCJBeddingtonJRCruteIRHaddadLLawrenceDMuirJFPrettyJRobinsonSThomasSMToulminCFood security: the challenge of feeding 9 billion peopleScience20103278128181:CAS:528:DC%2BC3cXhslWisLo%3D10.1126/science.1185383
– reference: Jiang Y, China C (2016) Economic perspectives of major food crops of Pakistan: an econometric analysis. Journal home page: http://www.aensiweb.com/JASA 11, 18–23
– reference: LvZLiuXCaoWZhuYA model-based estimate of regional wheat yield gaps and water use efficiency in main winter wheat production regions of chinaSci Rep20177608110.1038/s41598-017-06312-x1:CAS:528:DC%2BC1cXhtlemtb3O
– reference: ZhangJZhangFZhangDHeDZhangLWuCKongXThe grain potential of cultivated lands in Mainland China in 2004Land Use Policy200926687610.1016/j.landusepol.2008.01.002
– reference: FengZYangYZhangYZhangPLiYGrain-for-green policy and its impacts on grain supply in West ChinaLand Use Policy20052230131210.1016/j.landusepol.2004.05.004
– reference: Fresco L, Huizing H, Van Keulen H, Luning H, Schipper R (1992) Land evaluation and farming systems analysis for land use planning. FAO/ITC
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– reference: RounsevellMReayDLand use and climate change in the UKLand Use Policy200926S160S16910.1016/j.landusepol.2009.09.007
– reference: KhanIJavedTKhanALeiHMuhammadIAliIHuoXImpact assessment of land use change on surface temperature and agricultural productivity in Peshawar-PakistanEnviron Sci Pollut Res201926330763308510.1007/s11356-019-06448-5
– reference: DuanWChenYZouSNoverDManaging the water-climate-food nexus for sustainable development in TurkmenistanJ Clean Prod201922021222410.1016/j.jclepro.2019.02.040
– reference: NeumannKVerburgPHStehfestEMüllerCThe yield gap of global grain production: a spatial analysisAgric Syst201010331632610.1016/j.agsy.2010.02.004
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– reference: Van IttersumMKCassmanKGGrassiniPWolfJTittonellPHochmanZYield gap analysis with local to global relevance—a reviewField Crop Res201314341710.1016/j.fcr.2012.09.009
– reference: DuvickDNCassmanKGPost–green revolution trends in yield potential of temperate maize in the North-Central United StatesCrop Sci1999391622163010.2135/cropsci1999.3961622x
– reference: KhanAKongXNajeebUZhengJTanDKYAkhtarKMunsifFZhouRPlanting density induced changes in cotton biomass yield, fiber quality, and phosphorus distribution under beta growth modelAgronomy201995001:CAS:528:DC%2BB3cXptlWnu7o%3D10.3390/agronomy9090500
– reference: VermeulenSJCampbellBMIngramJSClimate change and food systemsAnnu Rev Environ Resour20123719522210.1146/annurev-environ-020411-130608
– reference: KhanILeiHShahIAAliIKhanIMuhammadIHuoXJavedTFarm households’ risk perception, attitude and adaptation strategies in dealing with climate change: Promise and perils from rural PakistanLand Use Policy20209110439510.1016/j.landusepol.2019.104395
– reference: CassmanKGEcological intensification of cereal production systems: yield potential, soil quality, and precision agricultureProc Natl Acad Sci199996595259591:CAS:528:DyaK1MXksFKlur4%3D10.1073/pnas.96.11.5952
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– reference: LickerRJohnstonMFoleyJABarfordCKucharikCJMonfredaCRamankuttyNMind the gap: how do climate and agricultural management explain the ‘yield gap’ of croplands around the world?Glob Ecol Biogeogr20101976978210.1111/j.1466-8238.2010.00563.x
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Snippet The concept of yield gap analysis can be used to meet the growing demands for agricultural products. Sustainable development goals (e.g. SDG1 and SDG2) to end...
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SubjectTerms Africa
Agricultural land
Agricultural production
Agricultural products
Agriculture
Aquatic Pollution
Atmospheric Protection/Air Quality Control/Air Pollution
Cereal crops
climate
corn
Crop yield
Crops
Crops, Agricultural
Cultivars
Developing countries
Earth and Environmental Science
Ecotoxicology
Edible Grain
Environment
Environmental Chemistry
Environmental Health
Environmental science
Food
Food Security
Food selection
Food Supply
Gap analysis
Grain
Heterogeneity
Hunger
infrastructure
LDCs
Pakistan
pollution
Poverty
rain
Rainfall
Research Article
Resource allocation
rice
Spatial heterogeneity
spatial variation
Sustainable development
temperature
topography
Waste Water Technology
Water Management
Water Pollution Control
wheat
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Title Yield gap analysis of major food crops in Pakistan: prospects for food security
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