Two decades of climate cropping patterns and groundwater change in semi-arid northwestern India
Open Access
- 1 May 2026
- journal article
- Published by Springer Nature in Scientific Reports
- Vol. 16
Abstract
Groundwater is essential for agricultural sustainability in semi-arid regions; however, the seasonal dynamics of depletion, particularly their relationship with cropping cycles and climate variability, remain insufficiently explored at regional scales. This study addresses this gap by conducting a two-decade (2001-2020) spatio-temporal analysis of pre- and post-monsoon groundwater fluctuations in Kurukshetra, India, using GIS-based Inverse Distance Weighting (IDW) interpolation. We integrated climatic variables (precipitation and evapotranspiration) and the Normalized Difference Vegetation Index (NDVI) to evaluate their influence on groundwater dynamics. The results reveal a significant long-term decline in groundwater levels (R² = 0.74, p < 0.01), with pronounced declines during the Rabi season, with average pre-monsoon drops of 18.6 m and post-monsoon drops of 21.7 m. NDVI correlated negatively with groundwater levels (pre-monsoon r = -0.14, post-monsoon r = -0.45; both p < 0.001), cumulative average drops of 18.6 m (pre‑monsoon) and 21.7 m (post‑monsoon) over the 20‑year period. A linear trend model fitted to the district‑average groundwater levels yielded R² = 0.74 (p < 0.01), indicating a strong long‑term declining trend, indicating intensifying agricultural pressure on aquifers. Precipitation was not a significant predictor in the post-monsoon model (p = 0.115), suggesting reduced recharge efficiency. These findings highlight the need for region-specific groundwater management measures, such as adaptive irrigation scheduling and crop diversification, to sustain agriculture under growing groundwater stress.Keywords
This publication has 18 references indexed in Scilit:
- Water quality assessment and pollution source apportionment using multivariate statistical and PMF receptor modeling techniques in a sub-watershed of the upper Yangtze River, Southwest ChinaEnvironmental Geochemistry and Health, 2023
- Source apportionment and risk assessment of soil heavy metals around a key drinking water source area in northern China: multivariate statistical analysis approachEnvironmental Geochemistry and Health, 2022
- Deterministic and probabilistic health risk assessment techniques to evaluate non-carcinogenic human health risk (NHHR) due to fluoride and nitrate in groundwater of Panipat, Haryana, IndiaEnvironmental Pollution, 2020
- Vegetation expansion in the subnival Hindu Kush HimalayaGlobal Change Biology, 2020
- Evaluation of groundwater quality and human health risks from fluoride and nitrate in semi-arid region of northern IndiaEnvironmental Geochemistry and Health, 2019
- Modelling carbon sources and sinks in terrestrial vegetationNew Phytologist, 2018
- Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite dataProceedings of the National Academy of Sciences, 2018
- Groundwater rejuvenation in parts of India influenced by water-policy change implementationScientific Reports, 2017
- Multimodel assessment of water scarcity under climate changeProceedings of the National Academy of Sciences, 2013
- Satellite-based estimates of groundwater depletion in IndiaNature, 2009