Temporal-Statistical Analysis of Groundwater Changes and Its Relationship with Precipitation and Temperature Variables in Western Iran Using GracE-Mascon and ERA5-L and Data

Document Type : Research Article

Authors

1 PhD student of Climatology, Geography Department, University of Razi, Kermanshah, Iran

2 Associate Professor, Department of Physical Geography, University of Razi, Kermanshah, Iran

3 Assistant Professor, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany

Abstract

In this study, temporal variations of terrestrial water storage (LWE) in western Iran were examined using GRACE/GRACE-FO Mascon data, along with precipitation and temperature from the ERA5-Land reanalysis for 2002–2023. Area-averaged LWE, precipitation, and temperature were extracted, and monthly anomalies were calculated. Linear regression was used for trend analysis, and Pearson correlation with a 0.05 significance level assessed relationships among variables. Lag correlations with delays of zero to three months evaluated groundwater response to climatic factors. Results showed a regular seasonal LWE cycle, with near-zero or slightly positive values in winter and early spring, and strongly negative values in summer and autumn. LWE had a significant decreasing trend at all scales: about −0.8 cm per year annually and −0.8 to −1 cm per season. Precipitation and temperature showed no significant trends. At the monthly scale, correlations of LWE with precipitation and temperature were about 0.47 and −0.38; seasonally, 0.48 and −0.36, respectively, all significant. Maximum correlation with precipitation occurred at a one-month lag and with temperature at zero lag, indicating a relatively rapid groundwater response. The Mascon data showed that the significant LWE decline, despite no trend in precipitation or temperature, is mainly driven by human pressures on groundwater resources.

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Articles in Press, Accepted Manuscript
Available Online from 14 August 2026
  • Receive Date: 28 November 2025
  • Revise Date: 11 July 2026
  • Accept Date: 14 August 2026
  • First Publish Date: 14 August 2026
  • Publish Date: 14 August 2026