Abstract
High temperature and elevated CO2 under future climate change will influence the agricultural productivity worldwide. Burgeoning population along with climate change situation is going to threaten the food security of India. According to IPCC 5th Assessment Report, global mean surface temperature and concentration of carbon dioxide (CO2) at the end of twenty-first century will increase by 4.8 °C and 539 ppm respectively under representative concentration pathway (RCP) 8.5 scenario. Considering the burning issue, the present study aims to find out the probable change in different climatic parameters under high greenhouse gas emission (RCP 8.5) scenario during 2021–2095 and their impact on wheat yield and water productivity over six locations (Jalpaiguri, Nadia, Murshidabad, Malda, Birbhum, and South 24 Parganas) covering five major agro-climatic zones of West Bengal, a state of eastern India. Results showed that maximum temperature (Tmax) and minimum temperature (Tmin) will increase by 5.3 °C and 5.9 °C during the end of this century. The increase in annual rainfall will be maximum (22%) at Murshidabad. Wheat yield will increase by 3 to 28% across the study sites. The seasonal crop evapotranspiration value will decline by 1 to 21%. Both water use efficiency (WUE) and transpiration use efficiency (TUE) will increase at all the study sites.
Similar content being viewed by others
Availability of data and material
Not applicable or the data obtained and/or analysed during the study are available from the corresponding author upon request by e-mail.
Code availability
Not applicable.
References
Abeysingha NS, Singh M, Islam A, Sehgal VK (2016) Climate change impacts on irrigated rice and wheat production in Gomti River basin of India: a case study. Springerplus 5:1250. https://doi.org/10.1186/s40064-016-2905-y
Aggarwal PK (2003) Impact of climate change on Indian Agriculture. J Plant Biol 30:189–198
Aggarwal PK, Kalra N (1994) Analysing the limitations set by climatic factors genotype, water and nitrogen availability on productivity of wheat. II. Climatically potential yields and optimal management strategies. Field Crops Res 38:93–103
Aggarwal PK, Mall RK (2002) Climate change and rice yields in diverse agro environments of India. II. Effect of uncertainties in scenarios and crop models on impact assessment. Clim Change 52:331–343
Aggarwal PK, Kalra N, Chander S, Pathak H (2006) InfoCrop: A dynamic simulation model for the assessment of crop yields, losses due to pests, and environmental impact of agro-ecosystems in tropical environments. 1. Model Description Agric Syst 89:1–25
Alexandrov VA, Hoogenboom G (2000) The impact of climatic variability and change on crop yield in Bulgaria. Agric for Meteorol 104(4):315–327
ANNALs, NAGI VOLUME 40 (NO. 2), DECEMBER 2020, Page 248–264. https://doi.org/10.32381/ATNAGI.2020.40.02.4
Anonymous (2017) Future climate data under different emission scenario. Accessed on 10 February, Website: http://www.iiasa.ac.at/web-apps/tnt/RcpDb
Arya A, Kisekka I, Gowda PH, Prasad PV (2017) Evaluation of water limited cropping systems in a semi-arid climate using DSSAT-CSM. Agric Syst 150:86–98
Asseng S, Jamieson PD, Kimball B, Pinter P, Sayre K, Bowden JW, Howden SM (2004) Simulated wheat growth affected by rising temperature: increased water deficit and elevated atmospheric CO2. Field Crops Res 85(2–3):85–102
Asseng S, Foster I, Turner NC (2011) The impact of temperature variability on wheat yields. Glob Chang Biol 17:997–1012
Attia A, Ranjan N, Xue Q, Nair S, Ibrahim A, Hays D (2016) Application of DSSAT-CERES_Wheat model to simulate winter wheat response to irrigation management in the Texas High Plains. Agric Water Manag 165:50–60
Banerjee S, Das S, Mukherjee A, Mukherjee P, Saikia B (2016) Assessing impact of climate change on performance of wet season rice and mustard in West Bengal. Mitigation Adaptation Strategy for global Change, India using crop growth simulation model. https://doi.org/10.1007/s11027-014-9595-y
Behera SK, Panda RK (2009) Integrated management of irrigation water and fertilizers for wheat crop using field experiments and simulation modelling. Agric Water Manag 96:1532–1540
Bencze S, Bamberger Z, Janda T, Balla K, Varga B, Bedo Z, Veisz O (2014) Physiological response of wheat varieties to elevated atmospheric CO2 and low water supply levels. Photosynthetica 52(1):71–82. https://doi.org/10.1007/s11099-014-0008-y
Bonnett GD, Incoll LD (1992) The potential pre-anthesis and post-anthesis contributions of stem Internodes to grain yield in crops of winter barley. Ann Bot 69:219–225
Butterfield RE, Morison JIL (1992) Modeling the impact of climatic warming on winter cereal development. Agric for Meteorol 62:241–261
Conroy JP, Seneweera S, Basra AS, Rogers G, Wooller BN (1994) Influence of rising atmospheric CO, concentrations and temperature on growth, yield and grain quality of cereal crops. Aust J Plant Physiol 21:741–758
Das S, Biswas S, Mukherjee A, Banerjee S (2012) Evaluating performance of rice under elevated CO2 and temperature condition through DSSAT model. J Agrometeorl 14:325–330
Das S, Khanam R, Bag AG, Chatterjee N, Hazra GC, Kundu D, ... & Ghouse SKP (2021) Spatial distribution of sulphur and its relationship with soil attributes under diverse agro-climatic zones of West Bengal, India. Journal of the Indian Society of Soil Science, 69(4): 401–410.
De Souza AP, Gaspar M, Silva EA, Ulian EC, Waclawovsky AJ Jr, Nishiyama MY, Santos RVD, Teixeira MM, Souza GM, Buckeridge MS (2008) Elevated CO2 increases photosynthesis, biomass and productivity, and modifies gene expression in sugarcane. Plant Cell Environ 31:1116–1127. https://doi.org/10.1111/j.1365-3040.2008.01822x
Fang S, Su H, Liu W, Tan K, Ren S (2013) Infrared warming reduced winter wheat yields and some physiological parameters, which were mitigated by irrigation and worsened by delayed sowing. PLoS ONE 8:e67518
FAOSTAT, 2017. Crop production of wheat was accessed on 14 February, 2017 at www.fao.org/faostat/en/
Gangopadhyay SK, Bandyopadhyay S, Maitra AK (2022) Characteristics of soils of lower Indo-Gangetic plains of West Bengal under rice cultivation. J Indian Soc Soil Sci 70(1):21–31
Grace J (1988) Temperature as a determinant of plant productivity. In: Long SP, Woodward FI (eds) Plants and Temperature. The Company of Biologists, Cambridge, pp 91–107
Hillel D, Rosenzweig C (eds) (2010) Handbook of climate change and agroecosystems: impacts, adaptation, and mitigation (vol 1). World Scientific
Hoogenboom G, Jones JW, Wilkens PW, Porter CH, Batchelor WD, Hunt LA, Boote KJ, Singh U, Uryasev O, Bowen WT, Gijsman AJ (2004) Decision support system for agrotechnology transfer version 4.0. University of Hawaii, Honolulu, HI (CD-ROM)
Hou R, Ouyang Z, Li Y, Wilson GV, Li H (2012) Is the change of winter wheat yield under warming caused by shortened reproductive period? Ecol Evol 2:2999–3008
IPCC (2014) Climate Change 2014: synthesis report. contribution of working groups I, II and III to the fifth assessment report of the intergovernmental panel on climate change Core Writing Team RK Pachauri, Meyer LA (eds). IPCC, Geneva, Switzerland, pp 151
Islam A, Ahuja LR, Garcia LA, Ma L, Saseendran AS, Trout TJ (2012) Modelling the impact of climate change on irrigated corn production in the central great plains. Agric Water Manage 110:94–108
Jalota SK, Vashisht BB (2016) Adapting cropping systems to future climate change scenario in three agro-climatic zones of Punjab. India J Agrometeorol 18(1):48–56
Jones PG, Thornton PK (2013) Generating downscaled weather data from a suite of climate models for agricultural modelling applications. Agric Syst 114:1–5
Kassie BT, Asseng S, Porter CH, Royce FS (2016) Performance of DSSAT-Nwheat across a wide range of current and future growing conditions. Europ J Agron 81:27–36. https://doi.org/10.1016/j.eja.2016.08.012
Khanna SS (1989) The agro-climatic approach. Survey of Indian Agriculture, pp 28–35
Kumar SN, Aggarwal PK, Rani DS, Saxena R, Chauhan N, Jain S (2014) Vulnerability of wheat production to climate change in India. Clim Res 59(3):173–187
Lal M, Singh KK, Rathore LS, Srinivasan G, Saseendran SA (1998) Vulnerability of rice and wheat yields in NW India to future changes in climate. Agric for Meteorol 89:101–114
Leakey ADB (2009) Rising atmospheric carbon dioxide concentration and the future of C4 crops for food and fuel. Proc R Soc B 276(1666):2333–2343
Li Y, Huang H, Ju H, Lin E, Xiong W, Han X, Wang H, Peng Z, Wang Y, Xu J, Cao Y, Hu W (2015) Assessing vulnerability and adaptive capacity to potential drought for winter-wheat under the RCP 8.5 scenario in the Huang-Huai-Hai Plain. Agr Ecosyst Environ 209:125–131
Long SP (1991) Modification of the response of photosynthetic productivity to rising temperature by atmospheric CO, concentrations: has its importance been underestimated? Plant Cell Environ 148:729–739
Long SP (2012) Virtual Special Issue on food security - greater than anticipated impacts of near-term global atmospheric change on rice and wheat. Global Change Biol 18:1489–1490. https://doi.org/10.1111/j.1365-2486.2012.02676.x
Majumdar S, Mandal S (2022) River bank erosion risk potential estimation through mechanical and erodibility analysis of soil: a study on left bank of Ganga river near Malda district in West Bengal. India Nat Geogr J India 66(4):331–346
Mandal S, Karmakar M, Rahman FH (2020) Study on soil nutrient status according to global positioning system in different blocks of Birbhum district of West Bengal. Curr J Appl Sci Tech 39(21):64–70
Matthews RB, Rivington M, Muhammed S, Newton AC, Hallett PD (2013) Adapting crops and cropping systems to future climates to ensure food security: the role of crop modelling? Global Food Secur 2(1):24–28
McGrath JM, Lobell DB (2011) An independent method of deriving the carbon dioxide fertilization effect in dry conditions using historical yield data from wet and dry years. Glob Change Biol 17:2689–2696
Mendelsohn R (2014) The impact of climate change on agriculture in Asia. J Integr Agric 13(4):660–665. https://doi.org/10.1016/S2095-3119(13)60701-7
Mishra A, Singh R, Raghuwanshi NS, Chatterjee C, Froebrich J (2013) Spatial variability of climate change impacts on yield of rice and wheat in the Indian Ganga basin. Sci Total Environ. https://doi.org/10.1016/j.scitotenv
Morison JIL (1987) Intercellular CO2 concentration and stomatal response to CO2. In: Zeiger E, Cowan IR, Farquhar GD (eds) Stomatal Function. Stanford Univ, Press, pp 229–251
Mukherjee A (2007) Impact of mulches on productivity and evaporation pattern of tomato under varying soil moisture regimes. Dissertation, Bidhan Chandra Krishi Viswavidyalaya
Pathak H, Ladha JK, Aggarwal PK, Peng S, Das S, Singh Y, Singh B, Kamra SK, Mishra B, Sastri ASRAS, Aggarwal HP, Das DK, Gupta RK (2003) Climatic potential and on-farm yield trends of rice and wheat in the Indo-Gangetic Plains. Field Crops Res 80(3):223–234
Porter JR, Gawith M (1999) Temperature and development of wheat: a review. Eur J Agron 10(1):23–36
Porter JR, Xie L, Challinor AJ, Cochrane K, Howden SM, Iqbal MM, Lobell DB, Travasso MI (2014) Food security and food production systems climate change 2014: impacts, adaptation, and vulnerability. Part a: global and sectoral aspects. Contribution of working Group II to the fifth assessment report of the intergovernmental panel on climate change (eds). Cambridge University Press, Cambridge, United Kingdom and New York, pp 485–533
Prior SA, Runion GB, Marble SC, Rogers HH, Gilliam CH, Torbert HA (2011) A review of elevated atmospheric CO2 effects on plant growth and water relations: implications for horticulture. HortScience 46:158–162
Rao GD, Sinha SK (1994) Impact of climate change on simulated wheat production in India. Implications of climate change for international agriculture: crop modelling study 2(3):4–0
Rao VUM, Rao AVMS, Chowdary PS (2014) Weather Cock 14 Software published (CD Rom) from All India Coordinated Research Project on Agrometeorology. Central Research Institute for Dry Land Agriculture, Indian Council of Agricultural Research, India
Ritchie JT (1998) Soil water balance and plant water stress. Syst Approaches Sustain Agric Dev 7:41–54
Saseendran SA, Singh KK, Rathore LS, Singh SV, Sinha SK (2000) Effects of climate change on rice production in the tropical humid climate of Kerala. India Clim Change 44:495–514
Sommer R, Glazirina M, Yuldashev T, Otarov A, Ibraeva M, Martynova L, Bekenov M, Kholov B, Ibragimov N, Kobilov R, Karaev S, Sultonov M, Khasanova F, Esanbekov M, Mavlyanov D, Isaev S, Abdurahimov S, Ikramov R, Shezdyukova L, de Pauw E (2013) Impact of climate change on wheat productivity in Central Asia. Agr Ecosyst Environ 178:78–99
Srinivasan R, Mukhopadhyay S, Nayak DC, Singh SK (2015) Characterization, classification and evaluation of soil resources in coastal ecosystem-a case study of Gosaba Block (Part), South 24 Parganas. West Bengal Agropedol 25(02):195–201
Subash N, Mohan HSR (2012) Evaluation of the impact of climatic trends and variability in rice-wheat system productivity using cropping system model DSSAT over Indo-Gangetic plains of India. Agric for Meteorol 164:71–81
Subash N, Sikka AK (2014) Trend analysis of rainfall and temperature and its relationship over India. Theoret Appl Climatol 117:449–462
Thentu TL (2016) Evaluation of wheat response to irrigation and fertilizer in West Bengal using field experiments and crop simulation modelling. Dissertation, Bidhan Chandra Krishi Viswavidyalaya
Tian Y, Zheng C, Chen J, Chen C, Deng A, Song Z, Zhang B, Zhang W (2014) Climatic warming increases winter wheat yield but reduces grain nitrogen concentration in East China. PLoS ONE 9(4):e95108. https://doi.org/10.1371/journal.pone.0095108
Timsina J, Godwin D, Humphreyws E, Singh Y, Singh B, Kukal SS, Smith D (2008) Evaluation of options for increasing yield and water productivity of wheat in Punjab, India using DSSAT-CSM_CERES-Wheat model. Agric Water Manag 95:1099–1110
Wheeler TR, Hong TD, Ellis RH, Batts GR, Morison JIL, Hadley P (1996) The duration and rate of grain growth, and harvest index, of wheat [Triticum aestivum L..) in response to temperature and CO2. J Exp Bot 47(298):623
Xiao G, Zhang Q, Yao Y, Zhao H, Wang R, Bai H, Zhang F (2008) Impact of recent climatic change on the yield of winter wheat at low and high altitudes in semiarid northwestern China. Agr Ecosyst Environ 127:37–42
Yadav H (2016) Construction of district wise past and future rainfall change scenarios over West Bengal. Dissertation, Bidhan Chandra Krishi Viswavidyalaya
Acknowledgements
We are thankful to the Department of Education and Training, Govt. of Australia, for providing “Endeavour Research Fellowship” 2016 to Dr. Asis Mukherjee to carry out post-doctoral research programme entitled, “Impact assessment of climate variability and climate change on crop water productivity of wheat at selected Indian and Australian locations: a crop growth simulation approach”. This manuscript is a part of the research programme.
Author information
Authors and Affiliations
Contributions
1. A Mukherjee: conceptualization, methodology, data collection and compilation, data analysis, data curation, writing—original draft preparation.
2. AKS Huda: supervision and writing—correction
3. S Saha: writing, reviewing, and editing.
All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval
This work has no research with biological applications, in which case ethical approval does not apply.
Consent to participate
This research has not involved any human or animal participants; it was entirely performed with computational modelling. All authors have reviewed the manuscript and consent to publication.
Consent for publication
All authors read and approved the final manuscript and consent to publication.
Competing interests
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Mukherjee, A., Huda, A.K.S. & Saha, S. Impact of climate change on future productivity and water use efficiency of wheat in eastern India. Theor Appl Climatol 152, 421–434 (2023). https://doi.org/10.1007/s00704-023-04409-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-023-04409-0