Articles | Volume 14, issue 12
https://doi.org/10.5194/essd-14-5573-2022
https://doi.org/10.5194/essd-14-5573-2022
Data description paper
 | 
16 Dec 2022
Data description paper |  | 16 Dec 2022

Global climate-related predictors at kilometer resolution for the past and future

Philipp Brun, Niklaus E. Zimmermann, Chantal Hari, Loïc Pellissier, and Dirk Nikolaus Karger

Related authors

Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery
Johannes Dollinger, Philipp Brun, Vivien Sainte Fare Garnot, and Jan Dirk Wegner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-2-2024, 41–48, https://doi.org/10.5194/isprs-annals-X-2-2024-41-2024,https://doi.org/10.5194/isprs-annals-X-2-2024-41-2024, 2024

Related subject area

Domain: ESSD – Land | Subject: Biogeosciences and biodiversity
Remote sensing of young leaf photosynthetic capacity in tropical and subtropical evergreen broadleaved forests
Xueqin Yang, Qingling Sun, Liusheng Han, Jie Tian, Wenping Yuan, Liyang Liu, Wei Zheng, Mei Wang, Yunpeng Wang, and Xiuzhi Chen
Earth Syst. Sci. Data, 17, 3293–3314, https://doi.org/10.5194/essd-17-3293-2025,https://doi.org/10.5194/essd-17-3293-2025, 2025
Short summary
China's annual forest age dataset at a 30 m spatial resolution from 1986 to 2022
Rong Shang, Xudong Lin, Jing M. Chen, Yunjian Liang, Keyan Fang, Mingzhu Xu, Yulin Yan, Weimin Ju, Guirui Yu, Nianpeng He, Li Xu, Liangyun Liu, Jing Li, Wang Li, Jun Zhai, and Zhongmin Hu
Earth Syst. Sci. Data, 17, 3219–3241, https://doi.org/10.5194/essd-17-3219-2025,https://doi.org/10.5194/essd-17-3219-2025, 2025
Short summary
CEDAR-GPP: spatiotemporally upscaled estimates of gross primary productivity incorporating CO2 fertilization
Yanghui Kang, Maoya Bassiouni, Max Gaber, Xinchen Lu, and Trevor F. Keenan
Earth Syst. Sci. Data, 17, 3009–3046, https://doi.org/10.5194/essd-17-3009-2025,https://doi.org/10.5194/essd-17-3009-2025, 2025
Short summary
Permafrost–wildfire interactions: active layer thickness estimates for paired burned and unburned sites in northern high latitudes
Anna C. Talucci, Michael M. Loranty, Jean E. Holloway, Brendan M. Rogers, Heather D. Alexander, Natalie Baillargeon, Jennifer L. Baltzer, Logan T. Berner, Amy Breen, Leya Brodt, Brian Buma, Jacqueline Dean, Clement J. F. Delcourt, Lucas R. Diaz, Catherine M. Dieleman, Thomas A. Douglas, Gerald V. Frost, Benjamin V. Gaglioti, Rebecca E. Hewitt, Teresa Hollingsworth, M. Torre Jorgenson, Mark J. Lara, Rachel A. Loehman, Michelle C. Mack, Kristen L. Manies, Christina Minions, Susan M. Natali, Jonathan A. O'Donnell, David Olefeldt, Alison K. Paulson, Adrian V. Rocha, Lisa B. Saperstein, Tatiana A. Shestakova, Seeta Sistla, Oleg Sizov, Andrey Soromotin, Merritt R. Turetsky, Sander Veraverbeke, and Michelle A. Walvoord
Earth Syst. Sci. Data, 17, 2887–2909, https://doi.org/10.5194/essd-17-2887-2025,https://doi.org/10.5194/essd-17-2887-2025, 2025
Short summary
Global patterns and drivers of soil dissolved organic carbon concentrations
Tianjing Ren and Andong Cai
Earth Syst. Sci. Data, 17, 2873–2885, https://doi.org/10.5194/essd-17-2873-2025,https://doi.org/10.5194/essd-17-2873-2025, 2025
Short summary

Cited articles

Aguilos, M., Sun, G., Noormets, A., Domec, J.-C., McNulty, S., Gavazzi, M., Prajapati, P., Minick, K. J., Mitra, B., and King, J.: Ecosystem Productivity and Evapotranspiration Are Tightly Coupled in Loblolly Pine (Pinus taeda L.) Plantations along the Coastal Plain of the Southeastern U.S., Carbon and Water Cycles in Coastal Forests under Climate Change and Variability, Forests, 12, 1123, https://doi.org/10.3390/f12081123, 2021. 
Alduchov, O. A. and Eskridge, R. E.: Improved Magnus Form Approximation of Saturation Vapor Pressure, J. Appl. Meteorol., 35, 601–609, https://doi.org/10.1175/1520-0450(1996)035<0601:IMFAOS>2.0.CO;2, 1996. 
Allen, C. D., Macalady, A. K., Chenchouni, H., Bachelet, D., McDowell, N., Vennetier, M., Kitzberger, T., Rigling, A., Breshears, D. D., Hogg, E. H., Gonzalez, P., Fensham, R., Zhang, Z., Castro, J., Demidova, N., Lim, J.-H., Allard, G., Running, S. W., Semerci, A., and Cobb, N.: A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests, For. Ecol. Manage., 259, 660–684, https://doi.org/10.1016/j.foreco.2009.09.001, 2010. 
Allen, R. G., Pereira, L. S., Raes, D., and Smith, M.: Crop evapotranspiration – guidelines for computing crop water requirements, FAO Irrig. Drain. Pap., 56, ISBN 9251042195, 1998. 
Anandhi, A.: Growing degree days – Ecosystem indicator for changing diurnal temperatures and their impact on corn growth stages in Kansas, Ecol. Indic., 61, 149–158, https://doi.org/10.1016/j.ecolind.2015.08.023, 2016. 
Download
Short summary
Using mechanistic downscaling, we developed CHELSA-BIOCLIM+, a set of 15 biologically relevant, climate-related variables at unprecedented resolution, as a basis for environmental analyses. It includes monthly time series for 38+ years and 30-year averages for three future periods and three emission scenarios. Estimates matched well with station measurements, but few biases existed. The data allow for detailed assessments of climate-change impact on ecosystems and their services to societies.
Share
Altmetrics
Final-revised paper
Preprint