Evaluating the impact of projected CO2, temperature, and rainfall change on groundwater resources in a rice–wheat dominated cropping region of northwestern India

Increasing CO2 concentration, temperature rise, and changes in rainfall due to climate change are expected to influence groundwater resources in irrigated agricultural regions. A simulation study using AquaCrop and MODFLOW models was undertaken to assess the combined effects of increasing CO2 concentrations, temperature, and rainfall changes on groundwater behavior in a rice–wheat cropping region of northwest India. Simulations were carried out for the 2016–2099 period under two scenarios: increasing CO2 concentrations corresponding to different RCPs (Scenario-I) and at a constant CO2 concentration of 369.4 ppm (Scenario-II). The results indicate that elevated CO2 negates the effect of rising temperature on evapotranspiration (ET) and water demand, and thus, lower ET is simulated under Scenario-I than Scenario-II for different RCPs during the future periods. The lower projected ET resulted in lower rice (2.3%–6.3%) and wheat (1.4%–16.1%) irrigation demand under Scenario-I than under Scenario-II. Of all RCPs, the lowest groundwater level (GWL) decline of 9.2, 20.5, and 24.4 m from the reference GWL (18.85 m) at the end of the early, mid-, and end-century periods, respectively, is projected under RCP8.5 and Scenario-I. Simulation results indicate that CO2 concentration plays an important role while assessing climate change effects on groundwater in irrigated agricultural systems.

[1]  M. Boucher,et al.  Comparing numerical modelling, traditional machine learning and theory-guided machine learning in inverse modeling of groundwater dynamics: a first study case application , 2022, Journal of Hydrology.

[2]  H. Lei,et al.  Climate and management impacts on crop growth and evapotranspiration in the North China Plain based on long-term eddy covariance observation , 2022, Agricultural and Forest Meteorology.

[3]  I. Madakadze,et al.  A global meta-analysis of woody plant responses to elevated CO2: implications on biomass, growth, leaf N content, photosynthesis and water relations , 2022, Ecological Processes.

[4]  S. K. Kamra,et al.  Modeling climate change impact on groundwater and adaptation strategies for its sustainable management in the Karnal district of Northwest India , 2022, Climatic Change.

[5]  Neal Hughes,et al.  Modelling the effects of climate change on the profitability of Australian farms , 2022, Climatic Change.

[6]  M. Gobinath,et al.  Groundwater Flow Modeling Study to Assess the Sustainability of Groundwater Resource in and Around Bemetara Block, Chhattisgarh, India , 2022, Journal of the Geological Society of India.

[7]  B. Pradhan,et al.  Spatiotemporal evaluation of future groundwater recharge in arid and semi-arid regions under climate change scenarios , 2022, Hydrological Sciences Journal.

[8]  ANNU PRIYA,et al.  Effect of climate change and elevated CO2 on reference evapotranspiration in Varanasi, India - A case study , 2022, Journal of Agrometeorology.

[9]  A. K. Biswas,et al.  Carbon dioxide and/or temperature elevation effect on yield response, nutrient partitioning and use efficiency of applied nitrogen in wheat crop in central India , 2021 .

[10]  S. Mali,et al.  A high-resolution assessment of climate change impact on water footprints of cereal production in India , 2021, Scientific Reports.

[11]  Shaozhong Kang,et al.  Effects of elevated CO2 on the evapotranspiration over the agricultural land in Northwest China , 2021 .

[12]  S. K. Kamra,et al.  Effects of Shallow Saline Groundwater Table Depth and Evaporative Flux on Soil Salinity Dynamics using Hydrus-1D , 2020 .

[13]  S. Bhargava,et al.  Elevated atmospheric CO 2 and the future of crop plants , 2020 .

[14]  P. Feng,et al.  Climate change impact on yields and water use of wheat and maize in the North China Plain under future climate change scenarios , 2020 .

[15]  P. Döll,et al.  Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study , 2020, Hydrology and Earth System Sciences.

[16]  A. Patra,et al.  Carbon dioxide and temperature elevation effects on crop evapotranspiration and water use efficiency in soybean as affected by different nitrogen levels , 2020 .

[17]  C. Murphy,et al.  Evaluating the effects of climate change on precipitation and temperature for Iran using RCP scenarios , 2020, Journal of Water and Climate Change.

[18]  Chong-yu Xu,et al.  A new statistical downscaling approach for global evaluation of the CMIP5 precipitation outputs: Model development and application. , 2019, The Science of the total environment.

[19]  H. Ju,et al.  The impacts of climate change on wheat yield in the Huang-Huai-Hai Plain of China using DSSAT-CERES-Wheat model under different climate scenarios , 2019, Journal of Integrative Agriculture.

[20]  Samanpreet Kaur,et al.  Climate Predictions for Ludhiana District of Indian Punjab under RCP 4.5 and RCP 8.5 , 2019, International Journal of Environment and Climate Change.

[21]  S. K. Kamra,et al.  Developing soil matric potential based irrigation strategies of direct seeded rice for improving yield and water productivity , 2019, Agricultural Water Management.

[22]  Ting Wei,et al.  The response of vegetation to rising CO2 concentrations plays an important role in future changes in the hydrological cycle , 2019, Theoretical and Applied Climatology.

[23]  Ya-wei Li,et al.  Modeling rice development and field water balance using AquaCrop model under drying-wetting cycle condition in eastern China , 2019, Agricultural Water Management.

[24]  J. Hatfield,et al.  Water-Use Efficiency: Advances and Challenges in a Changing Climate , 2019, Front. Plant Sci..

[25]  M. Singh,et al.  Assessment of climate change impact on flow regimes over the Gomti River basin under IPCC AR5 climate change scenarios , 2018, Journal of Water and Climate Change.

[26]  V. Singh,et al.  Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty , 2018 .

[27]  A. McMillan,et al.  Warming and Elevated CO2 Have Opposing Influences on Transpiration. Which is more Important? , 2018, Current Forestry Reports.

[28]  Guijun Yang,et al.  Global sensitivity analysis of the AquaCrop model for winter wheat under different water treatments based on the extended Fourier amplitude sensitivity test , 2017 .

[29]  A. Mishra,et al.  Impact of Elevated CO2 on Wheat Growth and Yield under Free Air CO2 Enrichment , 2017 .

[30]  SAMANPREET KAUR,et al.  Effect of climate change scenarios on yield and water balance components in ricewheat cropping system in Central Punjab, India , 2017, Journal of Agrometeorology.

[31]  S. Sahoo,et al.  Numerical groundwater-flow modeling to evaluate potential effects of pumping and recharge: implications for sustainable groundwater management in the Mahanadi delta region, India , 2017, Hydrogeology Journal.

[32]  Deepak Khare,et al.  Future changes in rainfall, temperature and reference evapotranspiration in the central India by least square support vector machine , 2017 .

[33]  D. Kumar,et al.  Intercomparison of CMIP5 and CMIP3 simulations of the 20th century maximum and minimum temperatures over India and detection of climatic trends , 2017, Theoretical and Applied Climatology.

[34]  Christopher M. U. Neale,et al.  AquaCrop-OS: An open source version of FAO’s crop water productivity model , 2017 .

[35]  K. Palanivelu,et al.  Climate change projections over India by a downscaling approach using PRECIS , 2016, Asia-Pacific Journal of Atmospheric Sciences.

[36]  M. Singh,et al.  Climate change impacts on irrigated rice and wheat production in Gomti River basin of India: a case study , 2016, SpringerPlus.

[37]  S. Khadri,et al.  Ground water flow modeling for calibrating steady state using MODFLOW software: a case study of Mahesh River basin, India , 2016, Modeling Earth Systems and Environment.

[38]  N. Sinha,et al.  Elevated temperature and carbon dioxide concentration effects on wheat productivity in Madhya Pradesh: a simulation study , 2015, Journal of Agrometeorology.

[39]  R. Chaturvedi,et al.  Effect of long-term irrigation with wastewater on growth, biomass production and water use by Eucalyptus (Eucalyptus tereticornis Sm.) planted at variable stocking density , 2015 .

[40]  A. Hamlet,et al.  Impacts of 21st‐Century Climate Change on Hydrologic Extremes in the Pacific Northwest Region of North America , 2014 .

[41]  R. Paul,et al.  Predicting the impact of climate change on water requirement of wheat in the semi-arid Indo-Gangetic Plains of India , 2014 .

[42]  Robert J. Mitchell,et al.  Modeling the effects of climate change projections on streamflow in the Nooksack River basin, Northwest Washington , 2014 .

[43]  T. Johnson,et al.  Incorporating the effects of increased atmospheric CO2 in watershed model projections of climate change impacts , 2014 .

[44]  Ji Chen,et al.  Impacts of increased CO2 on the hydrologic response over the Xijiang (West River) basin, South China , 2013 .

[45]  T. Hasegawa,et al.  Lower responsiveness of canopy evapotranspiration rate than of leaf stomatal conductance to open‐air CO2 elevation in rice , 2013, Global change biology.

[46]  Ashwani Kumar,et al.  Comparative evaluation of numerical model and artificial neural network for simulating groundwater flow in Kathajodi–Surua Inter-basin of Odisha, India , 2013 .

[47]  Fakhre Alam,et al.  Groundwater flow modelling of Hindon-Yamuna interfluve region, Western Uttar Pradesh , 2013, Journal of the Geological Society of India.

[48]  Vitaly A. Zlotnik,et al.  Review: Regional groundwater flow modeling in heavily irrigated basins of selected states in the western United States , 2013, Hydrogeology Journal.

[49]  Daniel T. Feinstein,et al.  MODFLOW‐NWT: Robust Handling of Dry Cells Using a Newton Formulation of MODFLOW‐2005 , 2012 .

[50]  Liwang Ma,et al.  Modeling the impacts of climate change on irrigated corn production in the Central Great Plains , 2012 .

[51]  A. Islam,et al.  Streamflow Response to Climate Change in the Brahmani River Basin, India , 2012, Water Resources Management.

[52]  C. Beadle,et al.  Canopy processes in a changing climate. , 2011, Tree physiology.

[53]  Wenpeng Li,et al.  A review of regional groundwater flow modeling , 2011 .

[54]  E. Luedeling,et al.  Sensitivity of groundwater recharge under irrigated agriculture to changes in climate, CO2 concentrations and canopy structure , 2010 .

[55]  B. Kimball,et al.  Decreases in Stomatal Conductance of Soybean under Open-Air Elevation of [CO2] Are Closely Coupled with Decreases in Ecosystem Evapotranspiration12[W][OA] , 2006, Plant Physiology.

[56]  D. Gerten,et al.  Global effects of doubled atmospheric CO2 content on evapotranspiration, soil moisture and runoff under potential natural vegetation , 2006 .

[57]  Senthold Asseng,et al.  Sensitivity of productivity and deep drainage of wheat cropping systems in a Mediterranean environment to changes in CO2, temperature and precipitation , 2003 .

[58]  James W. Jones,et al.  Carbon Dioxide and Temperature Effects on Evapotranspiration and Water Use Efficiency of Soybean , 2003 .

[59]  Arun Kumar,et al.  Long‐range experimental hydrologic forecasting for the eastern United States , 2002 .

[60]  Claudio O. Stöckle,et al.  Modeling the possible impact of increased CO2 and temperature on soil water balance, crop yield and soil erosion , 2001, Environ. Model. Softw..

[61]  Christopher B. Field,et al.  Stomatal responses to increased CO2: implications from the plant to the global scale , 1995 .

[62]  Derek Eamus,et al.  The interaction of rising CO2 and temperatures with water use efficiency , 1991 .

[63]  A. Kulkarni,et al.  Assessment of Climate Change over the Indian Region: A Report of the Ministry of Earth Sciences (MoES), Government of India , 2020 .

[64]  C. Kumar An Overview of Commonly Used Groundwater Modelling Software , 2019 .

[65]  J. Kambale IMPACT OF CLIMATE CHANGE ON GROUNDWATER RECHARGE IN A SEMI-ARID REGION OF NORTHERN INDIA , 2017 .

[66]  Lajpat R. Ahuja,et al.  Modeling the Effect of Elevated CO2 and Climate Change on Reference Evapotranspiration in the Semi-Arid Central Great Plains , 2012 .

[67]  Alan F. Hamlet,et al.  Statistical downscaling techniques for global climate model simulations of temperature and precipitation with application to water resources planning studies , 2010 .

[68]  S. Rayb,et al.  ISPRS Archives XXXVIII-8/W3 Workshop Proceedings: Impact of Climate Change on Agriculture 138 EFFECTS OF ELEVATED CO2 AND TEMPERATURE ON PRODUCTIVITY OF THREE MAIN CROPPING SYSTEMS IN PUNJAB STATE OF INDIA—A SIMULATION ANALYSIS , 2009 .

[69]  A. Shaban,et al.  Water Consumption Patterns in Domestic Households in Major Cities , 2007 .

[70]  K. Kipp Guide to the revised heat and solute transport simulator; HST3D, Version 2 , 1997 .