Articles | Volume 16, issue 4
https://doi.org/10.5194/essd-16-1771-2024
https://doi.org/10.5194/essd-16-1771-2024
Data description paper
 | 
11 Apr 2024
Data description paper |  | 11 Apr 2024

Spatial mapping of key plant functional traits in terrestrial ecosystems across China

Nannan An, Nan Lu, Weiliang Chen, Yongzhe Chen, Hao Shi, Fuzhong Wu, and Bojie Fu

Related authors

Best practices in software development for robust and reproducible geoscientific models based on insights from the Global Carbon Project models
Konstantin Gregor, Benjamin F. Meyer, Tillmann Gaida, Victor Justo Vasquez, Karina Bett-Williams, Matthew Forrest, João P. Darela-Filho, Sam Rabin, Marcos Longo, Joe R. Melton, Johan Nord, Peter Anthoni, Vladislav Bastrikov, Thomas Colligan, Christine Delire, Michael C. Dietze, George Hurtt, Akihiko Ito, Lasse T. Keetz, Jürgen Knauer, Johannes Köster, Tzu-Shun Lin, Lei Ma, Marie Minvielle, Stefan Olin, Sebastian Ostberg, Hao Shi, Reiner Schnur, Urs Schönenberger, Qing Sun, Peter E. Thornton, and Anja Rammig
EGUsphere, https://doi.org/10.5194/egusphere-2025-1733,https://doi.org/10.5194/egusphere-2025-1733, 2025
This preprint is open for discussion and under review for Geoscientific Model Development (GMD).
Short summary
Spatially adaptive estimation of multi-layer soil temperature at a daily time-step across China during 2010–2020
Xuetong Wang, Liang He, Peng Li, Jiageng Ma, Yu Shi, Qi Tian, Gang Zhao, Jianqiang He, Hao Feng, Hao Shi, and Qiang Yu
Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2025-192,https://doi.org/10.5194/essd-2025-192, 2025
Preprint under review for ESSD
Short summary
Reconciling the strategic goals of irrigated food production, energy production with environmental flows under water transfer project in the Yellow River Basin
Yichu Huang, Xiaoming Feng, Chaowei Zhou, and Bojie Fu
EGUsphere, https://doi.org/10.5194/egusphere-2024-3393,https://doi.org/10.5194/egusphere-2024-3393, 2024
Preprint archived
Short summary
Global nitrous oxide budget (1980–2020)
Hanqin Tian, Naiqing Pan, Rona L. Thompson, Josep G. Canadell, Parvadha Suntharalingam, Pierre Regnier, Eric A. Davidson, Michael Prather, Philippe Ciais, Marilena Muntean, Shufen Pan, Wilfried Winiwarter, Sönke Zaehle, Feng Zhou, Robert B. Jackson, Hermann W. Bange, Sarah Berthet, Zihao Bian, Daniele Bianchi, Alexander F. Bouwman, Erik T. Buitenhuis, Geoffrey Dutton, Minpeng Hu, Akihiko Ito, Atul K. Jain, Aurich Jeltsch-Thömmes, Fortunat Joos, Sian Kou-Giesbrecht, Paul B. Krummel, Xin Lan, Angela Landolfi, Ronny Lauerwald, Ya Li, Chaoqun Lu, Taylor Maavara, Manfredi Manizza, Dylan B. Millet, Jens Mühle, Prabir K. Patra, Glen P. Peters, Xiaoyu Qin, Peter Raymond, Laure Resplandy, Judith A. Rosentreter, Hao Shi, Qing Sun, Daniele Tonina, Francesco N. Tubiello, Guido R. van der Werf, Nicolas Vuichard, Junjie Wang, Kelley C. Wells, Luke M. Western, Chris Wilson, Jia Yang, Yuanzhi Yao, Yongfa You, and Qing Zhu
Earth Syst. Sci. Data, 16, 2543–2604, https://doi.org/10.5194/essd-16-2543-2024,https://doi.org/10.5194/essd-16-2543-2024, 2024
Short summary
Maps with 1 km resolution reveal increases in above- and belowground forest biomass carbon pools in China over the past 20 years
Yongzhe Chen, Xiaoming Feng, Bojie Fu, Haozhi Ma, Constantin M. Zohner, Thomas W. Crowther, Yuanyuan Huang, Xutong Wu, and Fangli Wei
Earth Syst. Sci. Data, 15, 897–910, https://doi.org/10.5194/essd-15-897-2023,https://doi.org/10.5194/essd-15-897-2023, 2023
Short summary

Cited articles

Ali, A. M., Darvishzadeh, R., Skidmore, A. K., van Duren, I., Heiden, U., and Heurich, M.: Estimating leaf functional traits by inversion of PROSPECT: Assessing leaf dry matter content and specific leaf area in mixed mountainous forest, Int. J. Appl. Earth Obs. Geoinf., 45, 66–76, https://doi.org/10.1016/j.jag.2015.11.004, 2016. 
An, N. N., Lu, N., Fu, B. J., Wang, M. Y., and He, N. P.: Distinct responses of leaf traits to environment and phylogeny between herbaceous and woody angiosperm species in China, Front. Plant Sci., 12, 799401, https://doi.org/10.3389/fpls.2021.799401, 2021. 
An, N. N., Lu, N., Chen, W. L., Chen, Y. Z., Shi, H., Wu, F. Z., and Fu, B. J.: Maps of plant functional traits with 1-km spatial resolution in terrestrial ecosystems across China, figshare [data set], https://doi.org/10.6084/m9.figshare.22351498, 2023. 
Bakker, M. A., Carreño-Rocabado, G., and Poorter, L.: Leaf economics traits predict litter decomposition of tropical plants and differ among land use types, Funct. Ecol., 25, 473–483, https://doi.org/10.1111/j.1365-2435.2010.01802.x, 2011. 
Berzaghi, F., Wright, I. J., Kramer, K., Oddou-Muratorio, S., Bohn, F. J., Reyer, C. P. O., Sabate, S., Sanders, T. G. M., and Hartig, F.: Towards a new generation of trait-flexible vegetation models, Trends Ecol. Evol., 35, 191–205, https://doi.org/10.1016/j.tree.2019.11.006, 2020. 
Download
Short summary
This study generated a spatially continuous plant functional trait dataset (~1 km) in China in combination with field observations, environmental variables and vegetation indices using machine learning methods. Results showed that wood density, leaf P concentration and specific leaf area showed good accuracy with an average R2 of higher than 0.45. This dataset could provide data support for development of Earth system models to predict vegetation distribution and ecosystem functions.
Share
Altmetrics
Final-revised paper
Preprint