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Article

Spatiotemporal Dynamics and Driving Factors of Arbor Forest Carbon Stocks in Yunnan Province, China (2016–2020)

1
Yunnan Institute of Forest Inventory and Planning, Kunming 650051, China
2
College of Forestry, Southwest Forestry University, Kunming 650224, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Forests 2025, 16(7), 1076; https://doi.org/10.3390/f16071076
Submission received: 16 May 2025 / Revised: 17 June 2025 / Accepted: 26 June 2025 / Published: 27 June 2025
(This article belongs to the Special Issue Forest Inventory: The Monitoring of Biomass and Carbon Stocks)

Abstract

In the context of accelerating global climate change, the accurate quantification of forest carbon sequestration at the regional scale is of critical importance to estimate carbon budgets and formulate targeted ecological policies. This study systematically investigated the spatiotemporal dynamics and driving mechanisms of arbor forest carbon stocks between 2016 and 2020 in Yunnan Province, China. Based on the “One Map” forest resource inventory, the continuous biomass expansion factor (CBEF) method, standard deviational ellipse (SDE) analysis, and multiple linear regression (MLR) modeling, the results showed the following. (1) Arbor forest carbon stocks steadily increased from 832.13 Mt to 938.84 Mt, and carbon density increased from 41.92 to 42.32 t C·hm−2. Carbon stocks displayed a dual high pattern in the northwest and southwest, with lower values in the central and eastern regions. (2) The spatial centroid of carbon stocks shifted 4.8 km eastward, driven primarily by afforestation efforts in central and eastern Yunnan. (3) The MLR results revealed that precipitation and economic development were significant positive drivers, whereas temperature, elevation, and anthropogenic disturbances were major limiting factors. A negative correlation to afforestation area indicated a diminished need for new plantations as forest quality and quantity improved. These results provided a theoretical foundation for spatially differentiated carbon sequestration strategies in Yunnan, providing key insights for reinforcing ecological security in Southwest China and enhancing national carbon neutrality objectives.
Keywords: biomass expansion factor; carbon density; multiple linear regression; ecological restoration; forest management; spatiotemporal dynamics biomass expansion factor; carbon density; multiple linear regression; ecological restoration; forest management; spatiotemporal dynamics

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MDPI and ACS Style

Wu, J.; Chen, Y.; Yang, W.; Leng, H.; Wen, Q.; Li, M.; Huang, Y.; Wan, J. Spatiotemporal Dynamics and Driving Factors of Arbor Forest Carbon Stocks in Yunnan Province, China (2016–2020). Forests 2025, 16, 1076. https://doi.org/10.3390/f16071076

AMA Style

Wu J, Chen Y, Yang W, Leng H, Wen Q, Li M, Huang Y, Wan J. Spatiotemporal Dynamics and Driving Factors of Arbor Forest Carbon Stocks in Yunnan Province, China (2016–2020). Forests. 2025; 16(7):1076. https://doi.org/10.3390/f16071076

Chicago/Turabian Style

Wu, Jinxia, Yue Chen, Wei Yang, Hongtian Leng, Qingzhong Wen, Minmin Li, Yunrong Huang, and Jingfei Wan. 2025. "Spatiotemporal Dynamics and Driving Factors of Arbor Forest Carbon Stocks in Yunnan Province, China (2016–2020)" Forests 16, no. 7: 1076. https://doi.org/10.3390/f16071076

APA Style

Wu, J., Chen, Y., Yang, W., Leng, H., Wen, Q., Li, M., Huang, Y., & Wan, J. (2025). Spatiotemporal Dynamics and Driving Factors of Arbor Forest Carbon Stocks in Yunnan Province, China (2016–2020). Forests, 16(7), 1076. https://doi.org/10.3390/f16071076

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