Mapping forest aboveground carbon stock of combined stratified sampling and RFRK model with mean annual temperature and precipitation

Mapping forest aboveground carbon stock of combined stratified sampling and RFRK model with mean annual temperature and precipitation

Abstract Accurately estimating forest aboveground carbon stock (ACS) is essential for achieving carbon neutrality. At present, most non-parametric models still have errors in estimating carbon stock in regions. Given the autocorrelation inherent in spatial interpolation, combining non-parametric mod...

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Bibliographic Details
Main Authors: Min Peng, Mingrui Xu, Jialong Zhang, Bo Qiu, Chenkai Teng, Chaoqing Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Random forest residual kriging
Forest aboveground carbon stock
Mapping
Stratified sampling
Online Access:https://doi.org/10.1038/s41598-025-02338-8
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https://doi.org/10.1038/s41598-025-02338-8

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