Land Use Change Forcing Data Undermine the Modeling of China's Greening Efforts

被引:0
作者
Wang, Ziyu [1 ,2 ]
Zhao, Weiqing [1 ,2 ]
Cao, Sen [1 ,2 ]
Zhao, Pengjun [1 ,2 ]
Luo, Yuhang [1 ,2 ]
Li, Dajing [1 ,2 ]
Sun, Ziyun [1 ,2 ]
Zhu, Zaichun [1 ,2 ]
机构
[1] Peking Univ, Sch Urban Planning & Design, Shenzhen Grad Sch, Shenzhen, Peoples R China
[2] Peking Univ, Shenzhen Grad Sch, Key Lab Earth Surface Syst & Human Earth Relat, Minist Nat Resources China, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
ecosystem models; forest cover change; LUH2-GCB; plant functional types; leaf area index; GLOBAL CARBON; COVER CHANGE; FOREST DISTURBANCE; TIME-SERIES; PERFORMANCE; AREA; UNCERTAINTY; DYNAMICS; RECOVERY; IMAGERY;
D O I
10.1029/2024GL113403
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
China has made extensive afforestation efforts over the past 40 years. However, ecosystem models simulate only modest vegetation enhancement, creating a significant disparity between documented reforestation efforts and model-based simulations. This fundamental mismatch remains largely unexplored. Here, we conducted a comprehensive analysis using diverse observation data to identify the determinant within Dynamic Global Vegetation Models (DGVMs) that underestimates vegetation growth in China. By developing a high-resolution forest cover change data set, we found that LUH2-GCB, the common land use input for DGVMs, causes models to underestimate afforestation. With a neighborhood comparison analysis, we quantitively demonstrated the predominant role of underestimated afforestation in lowering leaf area index (LAI) trends. Overall, DGVMs underestimated China's afforestation area by an average of 26.88%, leading to a 29.46% underestimation in LAI increase. Our findings confirm a significant greening trend in China and highlight the need for improved land use data representation in DGVMs.
引用
收藏
页数:13
相关论文
共 98 条
[51]   Asymmetric sensitivity of boreal forest resilience to forest gain and loss [J].
Liu, Xiaoye ;
Wang, Dashan ;
Chen, Anping ;
Zeng, Zhenzhong .
NATURE ECOLOGY & EVOLUTION, 2025, 9 (03) :505-514
[52]   Retrospective retrieval of long-term consistent global leaf area index (1981-2011) from combined AVHRR and MODIS data [J].
Liu, Yang ;
Liu, Ronggao ;
Chen, Jing M. .
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2012, 117
[53]   Forest disturbance decreased in China from 1986 to 2020 despite regional variations [J].
Liu, Zhihua ;
Wang, Wen J. ;
Ballantyne, Ashley ;
He, Hong S. ;
Wang, Xugao ;
Liu, Shuguang ;
Ciais, Philippe ;
Wimberly, Michael C. ;
Piao, Shilong ;
Yu, Kailiang ;
Yao, Qichao ;
Liang, Yu ;
Wu, Zhiwei ;
Fang, Yunting ;
Chen, Anping ;
Xu, Wenru ;
Zhu, Jiaojun .
COMMUNICATIONS EARTH & ENVIRONMENT, 2023, 4 (01)
[54]   Mapping the vegetation distribution and dynamics of a wetland using adaptive-stacking and Google Earth Engine based on multi-source remote sensing data [J].
Long, Xiangren ;
Li, Xinyu ;
Lin, Hui ;
Zhang, Meng .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 102
[55]   Hybrid Global Annual 1-km IGBP Land Cover Maps for the Period 2000-2020 [J].
Luo, Yuhang ;
Zhu, Zaichun ;
Zhao, Weiqing ;
Li, Muyi ;
Chen, Jun ;
Zhao, Pengjun ;
Sun, Liqun ;
Zhang, Yanan ;
Duanmu, Zeyu ;
Chen, Jiana .
JOURNAL OF REMOTE SENSING, 2024, 4
[56]   Development of the GLASS 250-m leaf area index product (version 6) from MODIS data using the bidirectional LSTM deep learning model [J].
Ma, Han ;
Liang, Shunlin .
REMOTE SENSING OF ENVIRONMENT, 2022, 273
[57]   Trends and controls of terrestrial gross primary productivity of China during 2000-2016 [J].
Ma, Jun ;
Xiao, Xiangming ;
Miao, Renhui ;
Li, Yao ;
Chen, Bangqian ;
Zhang, Yao ;
Zhao, Bin .
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (08)
[58]   Tackling unresolved questions in forest ecology: The past and future role of simulation models [J].
Marechaux, Isabelle ;
Langerwisch, Fanny ;
Huth, Andreas ;
Bugmann, Harald ;
Morin, Xavier ;
Reyer, Christopher P. O. ;
Seidl, Rupert ;
Collalti, Alessio ;
Dantas de Paula, Mateus ;
Fischer, Rico ;
Gutsch, Martin ;
Lexer, Manfred J. ;
Lischke, Heike ;
Rammig, Anja ;
Rodig, Edna ;
Sakschewski, Boris ;
Taubert, Franziska ;
Thonicke, Kirsten ;
Vacchiano, Giorgio ;
Bohn, Friedrich J. .
ECOLOGY AND EVOLUTION, 2021, 11 (09) :3746-3770
[59]   Increased influence of nitrogen limitation on CO2 emissions from future land use and land use change [J].
Meiyappan, Prasanth ;
Jain, Atul K. ;
House, Joanna I. .
GLOBAL BIOGEOCHEMICAL CYCLES, 2015, 29 (09) :1524-1548
[60]  
Melton J. R., 2019, Geoscientific Model Development Discussions, V2019, P1, DOI [10.5194/gmd-13-2825-2020, DOI 10.5194/GMD-13-2825-2020]