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:
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.
DataCite
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README.txt
BibTex
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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]](/base/images/od_80x15_blue.png)
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| Last Updated |
April 20, 2021, 16:40 (UTC)
|
| Created |
December 16, 2019, 15:17 (UTC)
|
