High resolution monthly precipitation and temperature timeseries for the period 2006-2100

Predicting future climatic conditions at high spatial resolution is essential for many applications in science. Here we present data for monthly time series of precipitation and minimum and maximum temperature for four downscaled global circulation models. We used model output statistics in combination with mechanistic downscaling (the CHELSA algorithm) to calculate mean monthly maximum and minimum temperatures, as well as monthly precipitation sums at ~5km spatial resolution globally for the years 1850-2100. We validated the performance of the downscaling algorithm by comparing model output with observed climates for the years 1950-2069.

CHELSA_cmip5_ts is licensed under a Creative Commons Attribution 2.0 Generic (CC BY 2.0) license.

Funding Information:

This work was supported by:
  • WSL

Related Publications

Karger, D.N., Schmatz, D., Dettling, G. & Zimmermann, N.E. (2020) High resolution monthly precipitation and temperature timeseries for the period 2006-2100. Scientific Data. in press

Citation:

Karger, Dirk Nikolaus; Schmatz, Dirk; Dettling, Gabriel; Zimmermann, Niklaus E. (2019). High resolution monthly precipitation and temperature timeseries for the period 2006-2100. EnviDat. doi:10.16904/envidat.124.

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Data and Resources

Metadata

Field Values
DOI 10.16904/envidat.124
Publication State Published
Authors
  • Email: dirk.kargerfoo(at)wsl.ch ORCID: 0000-0001-7770-6229 Given Name: Dirk Nikolaus Family Name: Karger Affiliation: WSL DataCRediT: Collection, Validation, Curation, Publication, Supervision
  • Email: dirk.schmatzfoo(at)wsl.ch Given Name: Dirk Family Name: Schmatz Affiliation: WSL DataCRediT: Validation
  • Email: gabriel.dettlingfoo(at)wsl.ch Given Name: Gabriel Family Name: Dettling Affiliation: WSL DataCRediT: Validation, Software
  • Email: niklaus.zimmermannfoo(at)wsl.ch ORCID: 0000-0003-3099-9604 Given Name: Niklaus E. Family Name: Zimmermann Affiliation: WSL DataCRediT: Publication, Supervision
Contact Person Given Name: Dirk Nikolaus Family Name: Karger Email: dirk.kargerfoo(at)wsl.ch Affiliation: WSL ORCID: 0000-0001-7770-6229
Subtitles
Publication Publisher: EnviDat Year: 2019
Dates
  • Type: Created Date: 2019-12-16
Version 1.0
Type dataset
General Type Dataset
Language English
Location Global
Content License Creative Commons Attribution Share-Alike (CC-BY-SA)    [Open Data]
Last Updated September 19, 2024, 16:32 (UTC)
Created December 16, 2019, 15:17 (UTC)