Estimation of unrealized forest carbon potential in China using time-varying Boruta-SHAP-random forest model and climate vegetation productivity index.

 0 Người đánh giá. Xếp hạng trung bình 0

Tác giả: Mingyang Li, Tao Li, Fang Ren, Yi Wu

Ngôn ngữ: eng

Ký hiệu phân loại: 133.594 Types or schools of astrology originating in or associated with a

Thông tin xuất bản: England : Journal of environmental management , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 643552

Forest carbon storage is the net result of carbon gained through photosynthesis and carbon lost through respiration, mortality, and disturbances. It plays a crucial role in mitigating climate change as a key component of the global carbon cycle. To understand the "realized" (actual carbon stored in the forest) and "unrealized" (the difference between the maximum potential carbon storage under current climate conditions and actual stored) potential carbon storage of forests in China, as well as their spatial distribution, is crucial for developing effective forest management strategies to enhance carbon sinks and reduce emissions. To estimate the forest realized potential carbon density/storage (RPCD/RPCS) in China, this study used a Time-varying Boruta-SHAP-Random Forest Model (TBS-RF), while the Paterson's Climate Vegetation Productivity (CVP) index was employed to determine the forest potential carbon density/storage (PCD/PCS) in China. The results reveal several key insights: (1) The average RPCD of Chinese forests is 56.12 Mg C/ha, with a total forest RPCS of 7.96 Pg C, indicating that China's forests play a significant role in carbon sequestration. (2) The Alpine Subtropical region exhibits the highest forest RPCD (96.89 Mg C/ha), attributed to its high precipitation and rich biodiversity, while the Mid-subtropical region shows the highest forest RPCS (1.92 Pg C), highlighting its significant contribution to national carbon storage. (3) The average productivity potential of Chinese forests is 10.00 m
Tạo bộ sưu tập với mã QR

THƯ VIỆN - TRƯỜNG ĐẠI HỌC CÔNG NGHỆ TP.HCM

ĐT: (028) 36225755 | Email: tt.thuvien@hutech.edu.vn

Copyright @2024 THƯ VIỆN HUTECH