Anthropogenic forcing, including greenhouse gas (GHGs) and aerosols, regional land use, and land management changes (e.g., irrigation) have all affected the observed regional climate changes (IPCC AR6, 2021). Biophysical effects of regional land changes that redistribute the energy and water vapor between the land and atmosphere further influence the regional climate (Shukla et al., 2019). Currently, much attention has been paid to GHGs, but only focusing on the biogeochemical feedback (while ignoring the biogeophysical factors) will lead to an overestimation of the GHGs warming effect (Davies et al., 2014). For example, urbanization amplifies the warming trend and heat extremes regionally by the increase in the impermeable surface and change in the atmospheric processes (Chao et al., 2020;Y. Wang et al., 2019). Along with a greater demand for residential space and food security caused by the global population growth (X. Chen & Jeong, 2018;Godfray et al., 2010), urbanization and irrigation have been the two main drivers of rapid land-use/cover changes (LUCCs) that could significantly influence regional climate change (W. Shi et al., 2014;B. Yang et al., 2016).Different approaches have been used to quantify the climatic effect of the LUCCs. For example, the UMR (urban meteorological stations observation minus rural stations), remote sensing data (