Articles | Volume 14, issue 12
https://doi.org/10.5194/essd-14-5573-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-14-5573-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Global climate-related predictors at kilometer resolution for the past and future
Land Change Science, Swiss Federal Research Institute WSL, 8903 Birmensdorf, Switzerland
Niklaus E. Zimmermann
Land Change Science, Swiss Federal Research Institute WSL, 8903 Birmensdorf, Switzerland
Chantal Hari
Land Change Science, Swiss Federal Research Institute WSL, 8903 Birmensdorf, Switzerland
Climate and Environmental Physics, Physics Institute, University of
Bern, 3012 Bern, Switzerland
Oeschger Centre for Climate Change Research, University of Bern, 3012 Bern, Switzerland
Loïc Pellissier
Land Change Science, Swiss Federal Research Institute WSL, 8903 Birmensdorf, Switzerland
Ecosystems and Landscape Evolution, Institute of Terrestrial
Ecosystems, Department of Environmental System Science, ETH Zürich, 8092
Zürich, Switzerland
Dirk Nikolaus Karger
Land Change Science, Swiss Federal Research Institute WSL, 8903 Birmensdorf, Switzerland
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158 citations as recorded by crossref.
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- Utilization of Remote Sensing Data in the Simulation of the Water and Heat Regime of Land Areas: A Review of Publications E. Muzylev
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- Impact of climate change over distribution and potential range of chestnut in the Iberian Peninsula P. Álvarez-Álvarez et al.
- Retrospective Analysis and Future Projections of Bioclimatic Indices Under Climate Change: The Case of Azilal Province, Morocco A. Sguigaa et al.
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- Challenges to Viticulture in Montenegro under Climate Change A. Fernandes et al.
- Modeling the Wildlife–Livestock Interface of Cattle Fever Ticks in the Southern United States V. Pfeiffer et al.
- More than 17,000 tree species are at risk from rapid global change C. Boonman et al.
- Assessing the Distribution and Stability of Groundwater Climatic Refugia: Cliff-Face Seeps in the Pacific Northwest S. Button & J. Piovia-Scott
- Exploring the connection between climatic conditions and genetic properties of Abies alba Mill., including warm and summer-dry Mediterranean environments S. Coşgun et al.
- Ecological Niche Models using MaxEnt in Google Earth Engine: Evaluation, guidelines and recommendations J. Campos et al.
- Comportamiento reproductivo de la cabra criolla manejada a campo abierto en los diferentes pisos altitudinales del trópico seco del sur del Ecuador-Sud America E. Aguirre et al.
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- Modeling water table trends in high-latitude peatlands: Divergent hydrological responses and fire risk implications P. Janiec et al.
- Phytodiversity is associated with habitat heterogeneity from Eurasia to the Hengduan Mountains Y. Chang et al.
- Parsimonious machine learning for the global mapping of aboveground biomass potential D. Bengochea Paz et al.
- Geospatial modelling of Agro-climatic suitability for Coffea arabica under CMIP6 scenarios in the Western Highlands of Ethiopia F. Chalchissa et al.
- Changes in soil organic carbon stocks of forestlands and grasslands on the Loess Plateau, 1980–2015 G. Li et al.
- Gridded livestock density database and spatial trends for Kazakhstan V. Kolluru et al.
- Ecological niches and climate-driven range shifts in Hemorrhois snakes: implications for biogeography M. Şahin
- Spatiotemporal prediction of soil organic carbon density in Europe (2000–2022) using earth observation and machine learning X. Tian et al.
- The Future Possible Distribution of Kasnak Oak (Quercus vulcanica Boiss. & Heldr. ex Kotschy) in Anatolia under Climate Change Scenarios A. Özcan et al.
- The world’s largest cities under climate change and their adaptive capacity to rising heat J. Friesen & H. Taubenböck
- Lizard Thermal Physiology Drives Abundance Peaks along Climate Gradients but Only Weakly Predicts Distributional Limits Z. Lange et al.
- MOF Linker Extension Strategy for Enhanced Atmospheric Water Harvesting N. Hanikel et al.
- Shifts in trait diversity across the range of an endemic treeline species in central Chile C. Hernández et al.
- Understanding and predicting the geographic distributions of phlebotomine sand flies in and around Europe D. Wang et al.
- Subalpine tall-herb vegetation in Bulgaria: diversity and ecology D. Szokala et al.
- A first attempt to model global hydrology at hyper-resolution B. van Jaarsveld et al.
- Is there a massive glacial–Holocene flora continuity in Central Europe? Á. Molnár et al.
- Assessing tick attachments to humans with citizen science data: spatio-temporal mapping in Switzerland from 2015 to 2021 using spatialMaxent L. Bald et al.
- Comparative seed physiological ecology in Coffea species highlights variation in germination strategies associated with climate and phylogeny N. Baschenis et al.
- Simulated climate change impacts health, growth, photosynthesis, and reproduction of high‐elevation epiphytic lichens F. Worthy et al.
- Projecting the current and potential future distribution of New Zealand’s invasive sturnids K. Atsawawaranunt et al.
- Paleoclimate contributes to soil carbon storage in subtropical shrublands J. Ge et al.
- Shifts in Pigment Content along an Arid Altitudinal Gradient as a Mechanism for the Regulation of the Photosynthetic Capacity of Plants in the Gobi L. Ivanov et al.
- Woody invaders of a temperate forest have unique root-associated fungal communities L. Lamit et al.
- Local adaptation to climate has facilitated the global invasion of cheatgrass D. Gamba et al.
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Latest update: 16 May 2026
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.
Using mechanistic downscaling, we developed CHELSA-BIOCLIM+, a set of 15 biologically relevant,...
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