Research graph
References from Physics-based crop modeling for climate- and water-smart irrigation management. Local targets link to admitted publications; unresolved targets remain external evidence.
Alternate wetting and drying system (AWD) combined with farmyard manure to increase rice yield and reduce methane emission and water use
10.1088/1757-899x/980/1/012066 · 2020 · External reference
Development and evaluation of a decision support mobile application for cotton irrigation management
10.1016/j.atech.2023.100270 · 2023 · External reference
Water-smart crop farming: a holistic approach to its practice as a climate change adaptation strategy in Sub-Saharan Africa
10.3389/fsufs.2024.1378191 · 2024 · External reference
Building resilience: climate adaptation practices in Indian rainfed farming
2025 · External reference
Integrated management of irrigation water and fertilizers for wheat crop using field experiments and simulation modeling
10.1016/j.agwat.2009.06.016 · 2009 · External reference
Exploring the dynamics of climate-smart agricultural practices for sustainable resilience in a changing climate
10.1016/j.indic.2024.100535 · 2024 · External reference
Data-driven model predictive control for precision irrigation management
10.1016/j.atech.2022.100074 · 2023 · External reference
Estimating reference evapotranspiration with the FAO Penman-Monteith equation using daily weather forecast messages
10.1016/j.agrformet.2007.04.012 · 2007 · External reference
Remote sensing for crop water management: from ET modelling to services for the end users
10.3390/s17051104 · 2017 · External reference
Unresolved reference
2025 · External reference
Water productivity and seed cotton yield in response to deficit irrigation: a global meta-analysis
10.1016/j.agwat.2021.107027 · 2021 · External reference
Unresolved reference
2008 · External reference
Threshold changes in winter temperature and precipitation drive threshold responses across nine global climate zones and associated biomes
10.1146/annurev-ecolsys-110421-102101 · 2024 · External reference
Monitoring early-season agricultural drought using temporal Sentinel-1 SAR-based combined drought index
10.1007/s10661-023-11524-y · 2023 · External reference
Yield response to water
1979 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2021 · External reference
10.4060/cb5359en
10.4060/cb5359en · External reference
Plant-based sensing to monitor water stress: applicability to commercial orchards
10.1016/j.agwat.2014.04.017 · 2014 · External reference
Innovative education in agroecology: experiential learning for a sustainable agriculture
10.1080/07352689.2011.554497 · 2011 · External reference
Mapping crop phenology in near real-time using satellite remote sensing: challenges and opportunities
2021 · External reference
Assessment of future climate variability and potential adaptation strategies on yield of peanut and Kharif rice in eastern India
10.1007/s00704-020-03123-5 · 2020 · External reference
Evapotranspiration based irrigation water management strategy for peanut under water scarcity and climate variability conditions
2014 · External reference
Evaluation of the CROPGRO-Peanut model in simulating appropriate sowing date and phosphorus fertilizer application rate for peanut in a subtropical region of eastern India
10.1016/j.cj.2017.02.005 · 2017 · External reference
Evaluation of growth-stage-based variable deficit irrigation strategies for cotton production in the Texas High Plains
10.1016/j.agwat.2023.108222 · 2023 · External reference
Simulated efficient growth-stage-based deficit irrigation strategies for maximizing cotton yield, crop water productivity and net returns
10.1016/j.agwat.2021.106840 · 2021 · External reference
Effect of method and scheduling of irrigation on water and nitrogen use efficiencies of Okra (Abelmoschus esculentus)
10.1016/s0378-3774(01)00186-x · 2002 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2021 · External reference
Sensing methodologies in agriculture for soil moisture and nutrient monitoring
10.1109/access.2021.3052478 · 2021 · External reference
Evaluation of evapotranspiration estimation methods and development of crop-coefficients for potato crop in a sub-humid region
10.1016/s0378-3774(01)00102-0 · 2001 · External reference
Effect of irrigation scheduling on potato crop parameters under water stressed conditions
10.1016/s0378-3774(02)00110-5 · 2003 · External reference
“More crop per drop”: exploring India’s cereal water use since 2005
10.1016/j.scitotenv.2019.03.304 · 2019 · External reference
Data-driven models for canopy temperature-based irrigation scheduling
10.13031/trans.13901 · 2020 · External reference
Site-specific irrigation scheduling using one-layer soil hydraulic properties and inverse modeling
10.1016/j.agwat.2022.107877 · 2022 · External reference
A methodology to optimize site-specific field capacity and irrigation thresholds
10.1016/j.agwat.2023.108385 · 2023 · External reference
Within-field variability in nutrients for site-specific agricultural management in irrigated cornfield
10.13031/ja.15042 · 2022 · External reference
A review of precision irrigation water-saving technology under changing climate for enhancing water use efficiency, crop yield, and environmental footprints
10.3390/agriculture14071141 · 2024 · External reference
Nexus between conservation agriculture and remote sensing: a review
2024 · External reference
Determination of irrigation scheduling thresholds based on HYDRUS-1D simulations of field capacity for multilayered agronomic soils in Alabama, USA
10.1016/j.agwat.2021.107234 · 2022 · External reference
Improving water-efficient irrigation: prospects and difficulties of innovative practices
10.1016/j.agwat.2014.07.012 · 2014 · External reference
Monitoring of drought stress and transpiration rate using proximal thermal and hyperspectral imaging in an indoor automated plant phenotyping platform
10.1186/s13007-023-01102-1 · 2023 · External reference
Unresolved reference
2014 · External reference
Benefits of the development and dissemination of climate-smart rice: ex ante impact assessment of drought-tolerant rice in South Asia
10.1007/s11027-016-9705-0 · 2017 · External reference
Elucidating traditional rice varieties for consilient biotic and abiotic stress management under changing climate with landscape-level rice biodiversity
10.3390/land10101058 · 2021 · External reference
An Overview of Crop Simulation Models: A Decision Support System for Evaluation of Agronomic Managements in Climate Change Context
10.1007/978-3-031-75968-0_21 · 2025 · External reference
Comparative evaluation of NASA, ERA5, and observational data for accuracy and reliability
10.1007/s00704-025-05605-w · 2025 · External reference
Effective management of irrigation water for wheat under stressed conditions
10.1016/s0378-3774(03)00099-4 · 2003 · External reference
Effective management of irrigation water for maize under stressed conditions
10.1016/j.agwat.2003.12.001 · 2004 · External reference
Climate-smart water technologies for sustainable agriculture: a review
10.2166/wcc.2019.257 · 2020 · External reference
AquaCrop-IoT: a smart irrigation platform integrating real-time images and weather forecasting
10.1016/j.compag.2025.110372 · 2025 · External reference
Unresolved reference
2014 · External reference
Digital soil resource inventories: status and prospects in 2015
2016 · External reference
Increased crop water requirements have exacerbated water stress in the arid transboundary rivers of Central Asia
10.1016/j.scitotenv.2020.136585 · 2020 · External reference
Catchment specific evaluation of Aphrodite’s and TRMM derived gridded precipitation data products for predicting runoff in a semi gauged watershed of Tropical India
10.1080/10106049.2019.1641563 · 2021 · External reference
Potential of constructing all‐encompassing soil–plant‐atmosphere‐continuum stations and datasets from meteorological, flux, soil moisture station networks and plant‐relevant observations
10.1002/hyp.15284 · 2024 · External reference
Optimizing wheat productivity and water productivity through deficit irrigation strategies in semi-arid environments
10.1038/s41598-025-04618-9 · 2025 · External reference
Deep learning and data fusion to estimate surface soil moisture from multi-sensor satellite images
10.1038/s41598-023-28939-9 · 2023 · External reference
Modeling the impacts of cover crops and no-tillage on soil health and cotton yield in an irrigated cropping system of the Texas Rolling Plains
10.1016/j.fcr.2022.108661 · 2022 · External reference
Augmentation of maize yield by strategic adaptation to cope with climate change for a future period in Eastern India
10.1016/j.jclepro.2022.130599 · 2022 · External reference
Assessment of climate change impact on maize yield and yield attributes under different climate change scenarios in eastern India
10.1016/j.ecolind.2020.106881 · 2021 · External reference
Sustainable agricultural engineering: integrating science, technology, and practical applications
2025 · External reference
Enhancing grain yield, biomass and nitrogen use efficiency of maize by varying sowing dates and nitrogen rate under rainfed and irrigated conditions
10.1016/j.fcr.2017.06.019 · 2018 · External reference
Drought tolerance agronomic management strategies for rainfed and irrigated maize crop in Eastern India
2023 · External reference
Effective crop evapotranspiration measurement using time-domain reflectometry technique in a sub-humid region
10.1007/s00704-016-1841-7 · 2017 · External reference
Quantitative approaches in adaptation strategies to cope with increased temperatures following climate change in potato crop
10.1007/s11540-018-9406-z · 2019 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2025 · External reference
Ground water and climate change
10.1038/nclimate1744 · 2013 · External reference
Integrating S1A microwave remote sensing and DSSAT CROPGRO simulation model for groundnut area and yield estimation
10.1016/j.eja.2024.127348 · 2024 · External reference
Meta-knowledge guided Bayesian optimization framework for robust crop yield estimation
10.1016/j.jksuci.2023.101895 · 2024 · External reference
Unresolved reference
2022 · External reference
Exploring the impacts of climate change and identifying potential adaptation strategies for sustainable rice production in Thailand’s Lower Chao Phraya Basin through crop simulation modeling
10.1007/s10661-024-13362-y · 2024 · External reference
Global sensitivity analyses prior to parameter calibration significantly improves prediction quality
10.1016/j.compag.2025.110750 · 2025 · External reference
Methodologies for simulating impacts of climate change on crop production
10.1016/j.fcr.2011.07.001 · 2011 · External reference
In‐season crop phenology using remote sensing and model‐guided machine learning
10.1002/agj2.21230 · 2023 · External reference
Deficit irrigation improves maize yield and water use efficiency in a semi-arid environment
10.1016/j.agwat.2020.106483 · 2021 · External reference
In‐season crop phenology using remote sensing and model‐guided machine learning
10.1002/agj2.21230 · ExternalCitation · doi-reference
Potential of constructing all‐encompassing soil–plant‐atmosphere‐continuum stations and datasets from meteorological, flux, soil moisture station networks and plant‐relevant observations
10.1002/hyp.15284 · ExternalCitation · doi-reference
An Overview of Crop Simulation Models: A Decision Support System for Evaluation of Agronomic Managements in Climate Change Context
10.1007/978-3-031-75968-0_21 · ExternalCitation · doi-reference
Effective crop evapotranspiration measurement using time-domain reflectometry technique in a sub-humid region
10.1007/s00704-016-1841-7 · ExternalCitation · doi-reference
Assessment of future climate variability and potential adaptation strategies on yield of peanut and Kharif rice in eastern India
10.1007/s00704-020-03123-5 · ExternalCitation · doi-reference
Comparative evaluation of NASA, ERA5, and observational data for accuracy and reliability
10.1007/s00704-025-05605-w · ExternalCitation · doi-reference
Monitoring early-season agricultural drought using temporal Sentinel-1 SAR-based combined drought index
10.1007/s10661-023-11524-y · ExternalCitation · doi-reference
Exploring the impacts of climate change and identifying potential adaptation strategies for sustainable rice production in Thailand’s Lower Chao Phraya Basin through crop simulation modeling
10.1007/s10661-024-13362-y · ExternalCitation · doi-reference
Benefits of the development and dissemination of climate-smart rice: ex ante impact assessment of drought-tolerant rice in South Asia
10.1007/s11027-016-9705-0 · ExternalCitation · doi-reference
Quantitative approaches in adaptation strategies to cope with increased temperatures following climate change in potato crop
10.1007/s11540-018-9406-z · ExternalCitation · doi-reference
Estimating reference evapotranspiration with the FAO Penman-Monteith equation using daily weather forecast messages
10.1016/j.agrformet.2007.04.012 · ExternalCitation · doi-reference
Effective management of irrigation water for maize under stressed conditions
10.1016/j.agwat.2003.12.001 · ExternalCitation · doi-reference
Integrated management of irrigation water and fertilizers for wheat crop using field experiments and simulation modeling
10.1016/j.agwat.2009.06.016 · ExternalCitation · doi-reference
Plant-based sensing to monitor water stress: applicability to commercial orchards
10.1016/j.agwat.2014.04.017 · ExternalCitation · doi-reference
Improving water-efficient irrigation: prospects and difficulties of innovative practices
10.1016/j.agwat.2014.07.012 · ExternalCitation · doi-reference
Deficit irrigation improves maize yield and water use efficiency in a semi-arid environment
10.1016/j.agwat.2020.106483 · ExternalCitation · doi-reference
Simulated efficient growth-stage-based deficit irrigation strategies for maximizing cotton yield, crop water productivity and net returns
10.1016/j.agwat.2021.106840 · ExternalCitation · doi-reference
Water productivity and seed cotton yield in response to deficit irrigation: a global meta-analysis
10.1016/j.agwat.2021.107027 · ExternalCitation · doi-reference
Determination of irrigation scheduling thresholds based on HYDRUS-1D simulations of field capacity for multilayered agronomic soils in Alabama, USA
10.1016/j.agwat.2021.107234 · ExternalCitation · doi-reference
Site-specific irrigation scheduling using one-layer soil hydraulic properties and inverse modeling
10.1016/j.agwat.2022.107877 · ExternalCitation · doi-reference
Evaluation of growth-stage-based variable deficit irrigation strategies for cotton production in the Texas High Plains
10.1016/j.agwat.2023.108222 · ExternalCitation · doi-reference
A methodology to optimize site-specific field capacity and irrigation thresholds
10.1016/j.agwat.2023.108385 · ExternalCitation · doi-reference
Data-driven model predictive control for precision irrigation management
10.1016/j.atech.2022.100074 · ExternalCitation · doi-reference
Development and evaluation of a decision support mobile application for cotton irrigation management
10.1016/j.atech.2023.100270 · ExternalCitation · doi-reference
Evaluation of the CROPGRO-Peanut model in simulating appropriate sowing date and phosphorus fertilizer application rate for peanut in a subtropical region of eastern India
10.1016/j.cj.2017.02.005 · ExternalCitation · doi-reference
AquaCrop-IoT: a smart irrigation platform integrating real-time images and weather forecasting
10.1016/j.compag.2025.110372 · ExternalCitation · doi-reference
Global sensitivity analyses prior to parameter calibration significantly improves prediction quality
10.1016/j.compag.2025.110750 · ExternalCitation · doi-reference
Assessment of climate change impact on maize yield and yield attributes under different climate change scenarios in eastern India
10.1016/j.ecolind.2020.106881 · ExternalCitation · doi-reference
Integrating S1A microwave remote sensing and DSSAT CROPGRO simulation model for groundnut area and yield estimation
10.1016/j.eja.2024.127348 · ExternalCitation · doi-reference
Methodologies for simulating impacts of climate change on crop production
10.1016/j.fcr.2011.07.001 · ExternalCitation · doi-reference
Enhancing grain yield, biomass and nitrogen use efficiency of maize by varying sowing dates and nitrogen rate under rainfed and irrigated conditions
10.1016/j.fcr.2017.06.019 · ExternalCitation · doi-reference
Modeling the impacts of cover crops and no-tillage on soil health and cotton yield in an irrigated cropping system of the Texas Rolling Plains
10.1016/j.fcr.2022.108661 · ExternalCitation · doi-reference
Exploring the dynamics of climate-smart agricultural practices for sustainable resilience in a changing climate
10.1016/j.indic.2024.100535 · ExternalCitation · doi-reference
Augmentation of maize yield by strategic adaptation to cope with climate change for a future period in Eastern India
10.1016/j.jclepro.2022.130599 · ExternalCitation · doi-reference
Meta-knowledge guided Bayesian optimization framework for robust crop yield estimation
10.1016/j.jksuci.2023.101895 · ExternalCitation · doi-reference
“More crop per drop”: exploring India’s cereal water use since 2005
10.1016/j.scitotenv.2019.03.304 · ExternalCitation · doi-reference
Increased crop water requirements have exacerbated water stress in the arid transboundary rivers of Central Asia
10.1016/j.scitotenv.2020.136585 · ExternalCitation · doi-reference
Evaluation of evapotranspiration estimation methods and development of crop-coefficients for potato crop in a sub-humid region
10.1016/s0378-3774(01)00102-0 · ExternalCitation · doi-reference
Effect of method and scheduling of irrigation on water and nitrogen use efficiencies of Okra (Abelmoschus esculentus)
10.1016/s0378-3774(01)00186-x · ExternalCitation · doi-reference
Effect of irrigation scheduling on potato crop parameters under water stressed conditions
10.1016/s0378-3774(02)00110-5 · ExternalCitation · doi-reference
Effective management of irrigation water for wheat under stressed conditions
10.1016/s0378-3774(03)00099-4 · ExternalCitation · doi-reference
Ground water and climate change
10.1038/nclimate1744 · ExternalCitation · doi-reference
Deep learning and data fusion to estimate surface soil moisture from multi-sensor satellite images
10.1038/s41598-023-28939-9 · ExternalCitation · doi-reference
Optimizing wheat productivity and water productivity through deficit irrigation strategies in semi-arid environments
10.1038/s41598-025-04618-9 · ExternalCitation · doi-reference
Innovative education in agroecology: experiential learning for a sustainable agriculture
10.1080/07352689.2011.554497 · ExternalCitation · doi-reference
Catchment specific evaluation of Aphrodite’s and TRMM derived gridded precipitation data products for predicting runoff in a semi gauged watershed of Tropical India
10.1080/10106049.2019.1641563 · ExternalCitation · doi-reference
Alternate wetting and drying system (AWD) combined with farmyard manure to increase rice yield and reduce methane emission and water use
10.1088/1757-899x/980/1/012066 · ExternalCitation · doi-reference
Sensing methodologies in agriculture for soil moisture and nutrient monitoring
10.1109/access.2021.3052478 · ExternalCitation · doi-reference
Threshold changes in winter temperature and precipitation drive threshold responses across nine global climate zones and associated biomes
10.1146/annurev-ecolsys-110421-102101 · ExternalCitation · doi-reference
Monitoring of drought stress and transpiration rate using proximal thermal and hyperspectral imaging in an indoor automated plant phenotyping platform
10.1186/s13007-023-01102-1 · ExternalCitation · doi-reference
Within-field variability in nutrients for site-specific agricultural management in irrigated cornfield
10.13031/ja.15042 · ExternalCitation · doi-reference
Data-driven models for canopy temperature-based irrigation scheduling
10.13031/trans.13901 · ExternalCitation · doi-reference
Climate-smart water technologies for sustainable agriculture: a review
10.2166/wcc.2019.257 · ExternalCitation · doi-reference
Water-smart crop farming: a holistic approach to its practice as a climate change adaptation strategy in Sub-Saharan Africa
10.3389/fsufs.2024.1378191 · ExternalCitation · doi-reference
A review of precision irrigation water-saving technology under changing climate for enhancing water use efficiency, crop yield, and environmental footprints
10.3390/agriculture14071141 · ExternalCitation · doi-reference
Elucidating traditional rice varieties for consilient biotic and abiotic stress management under changing climate with landscape-level rice biodiversity
10.3390/land10101058 · ExternalCitation · doi-reference
Remote sensing for crop water management: from ET modelling to services for the end users
10.3390/s17051104 · ExternalCitation · doi-reference
10.4060/cb5359en
10.4060/cb5359en · ExternalCitation · doi-reference
