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. 2025 Aug 23;15:31023. doi: 10.1038/s41598-025-15550-3

Table 7.

Mean values of regression coefficients of independent variables in the GWR model.

Variables 2000 2005 2010 2015 2020
Elevation 0.372 0.345 0.424 0.314 0.319
Slope 0.003 -0.003 0.003 -0.022 -0.012
Wind speed 0.488 0.332 0.342 0.384 0.320
Precipitation accumulation 0.133 0.074 0.243 0.061 -0.040
Vapor pressure 0.378 0.338 0.428 0.410 0.279
NPP 1.416 1.236 1.690 1.576 1.184
population density -0.808 -0.414 -0.607 -0.701 -0.714