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. 2025 Apr 15;15:13003. doi: 10.1038/s41598-025-96033-3

Table 9.

Results of the driving factors of carbon stock in the study area from 2015 to 2020.

2015 2020
Factor q Interaction Factor q Factor q Interaction Factor q
Land Use 0.571 Land Use ∩ Nighttime Light 0.635 Land Use 0.566 Land Use ∩ Nighttime Light 0.627
Elevation 0.274 Land Use ∩ Soil Type 0.608 Elevation 0.272

Land Use ∩ Population

Density

0.609
Slope 0.206 Land Use ∩ Elevation 0.605 Slope 0.199 Land Use ∩ Elevation 0.606
Soil Type 0.198 Land Use ∩ NDVI 0.601 Soil Type 0.18 Land Use ∩ Soil Type 0.599

Annual

Temperature

0.136

Land Use ∩Annual

Temperature

0.599

Population

Density

0.127

Land Use ∩Annual

Temperature

0.599