Estimating Aboveground Carbon Dynamic of China Using Optical and Microwave Remote-Sensing Datasets from 2013 to 2019

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  • Zhongbing Chang
  • Lei Fan
  • Jean-Pierre Wigneron
  • Ying-Ping Wang
  • Philippe Ciais
  • Jérôme Chave
  • Jing M. Chen
  • Wenping Yuan
  • Weimin Ju
  • Xin Li
  • Fei Jiang
  • Mousong Wu
  • Xiuzhi Chen
  • Yuanwei Qin
  • Frédéric Frappart
  • Xiaojun Li
  • Mengjia Wang
  • Xiangzhuo Liu
  • Xuli Tang
  • Sanaa Hobeichi
  • Mengxiao Yu
  • Mingguo Ma
  • Jianguang Wen
  • Qing Xiao
  • Weiyu Shi
  • Dexin Liu
  • Junhua Yan

Over the past 2 to 3 decades, Chinese forests are estimated to act as a large carbon sink, yet the magnitude and spatial patterns of this sink differ considerably among studies. Using 3 microwave (L- and X-band vegetation optical depth [VOD]) and 3 optical (normalized difference vegetation index, leaf area index, and tree cover) remote-sensing vegetation products, this study compared the estimated live woody aboveground biomass carbon (AGC) dynamics over China between 2013 and 2019. Our results showed that tree cover has the highest spatial consistency with 3 published AGC maps (mean correlation value R = 0.84), followed by L-VOD (R = 0.83), which outperform the other VODs. An AGC estimation model was proposed to combine all indices to estimate the annual AGC dynamics in China during 2013 to 2019. The performance of the AGC estimation model was good (root mean square error = 0.05 Pg C and R2 = 0.90 with a mean relative uncertainty of 9.8% at pixel scale [0.25°]). Results of the AGC estimation model showed that carbon uptake by the forests in China was about +0.17 Pg C year−1 from 2013 to 2019. At the regional level, provinces in southwest China including Guizhou (+22.35 Tg C year−1), Sichuan (+14.49 Tg C year−1), and Hunan (+11.42 Tg C year−1) provinces had the highest carbon sink rates during 2013 to 2019. Most of the carbon-sink regions have been afforested recently, implying that afforestation and ecological engineering projects have been effective means for carbon sequestration in these regions.

OriginalsprogEngelsk
Artikelnummer0005
TidsskriftJournal of Remote Sensing (United States)
Vol/bind3
Antal sider16
ISSN2097-0064
DOI
StatusUdgivet - 2023

Bibliografisk note

Funding Information:
Funding: This work was supported by the National Science Fund for Distinguished Young Scholars (41825020), the National Natural Science Foundation of China (42171339), the Postdoctoral Start-Up Project of Southwest University (SWU020016), and the Strategic Priority Research Program of the Chinese Academy of Sciences (XDA05050200). Author contributions: L.F., J.-P.W., Y.-P.W., and J.Y. designed the experiment. Z.C. and L.F. conducted the analysis and wrote the manuscript. J.-P.W., Y.-P.W., P.C., J.Y., J.C., R.F., J.M.C., W.Y., W.J., Xin L., F.F., F.J., M.W., Y.Q., Xiaojun L., and X.T. revised the manuscript and provided valuable suggestions. All authors contributed to the discussion and revised the submitted manuscript. Competing interests: The authors declare that they have no competing interests.

Publisher Copyright:
© 2023 Zhongbing Chang et al. Exclusive Licensee Aerospace Information Research Institute, Chinese Academy of Sciences.

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