• www.geodatenkatalog.de (S1L)
  •  
  •  
  •  

  Global WBGT estimates based on ISIMIP3b

The CCH project (Climate Change and Health in sub-Saharan Africa, https://cch-africa.de) focuses on the rising health impacts of climate change, particularly in sub-Saharan Africa where vulnerable populations are most at risk. Despite the urgency, there has been little collaboration across disciplines to assess these effects or develop effective adaptation strategies. Key health challenges - childhood undernutrition, malaria, and cardiovascular dysfunction—remain under-researched in the context of climate change. As part of this experiment, we generated a global dataset of Wet-Bulb Globe Temperature (WBGT) projections to serve as a bioclimatic indicator for quantifying the potential health impacts of climate change.

An ensemble of daily average WBGT estimates based on the primary and secondary ISIMIP3b (https://www.isimip.org) model ensemble (10 models) is provided. The ensemble includes the historical (1850–2014), SSP1-2.6 (2015–2100), SSP3-7.0 (2015–2100), and SSP5-8.5 (2015–2100) experiments.

WBGT was estimated on an hourly basis using the PyWBGT Python package (Kong and Huber, 2022, doi:10.1029/2021EF002334), based on the Liljegren method (Liljegren et al., 2008, doi:10.1080/15459620802310770). This method estimates WBGT from 2 m air temperature (tas), near-surface relative humidity (hurs), surface pressure (ps), 10 m wind speed (sfcWind), and surface downward solar radiation (rsds). Hourly values were derived from daily values using an average diurnal cycle calculated separately for each Julian day. WBGT was estimated for each hour and then averaged to obtain daily values. The dataset covers the entire globe, excluding Antarctica.

The following 10 models from the ISIMIP3b projects are used:

CanESM5 - r1i1p1f1

CNRM-CM6-1 - r1i1p1f2

CNRM-ESM2-1 - r1i1p1f2

EC-Earth3 - r1i1p1f1

GFDL-ESM4 - r1i1p1f1

IPSL-CM6A-LR - r1i1p1f1

MIROC6 - r1i1p1f1

MPI-ESM1-2-HR - r1i1p1f1

MRI-ESM2-0 - r1i1p1f1

UKESM1-0-LL - r1i1p1f2

 
Citation proposal
(2025) . Global WBGT estimates based on ISIMIP3b. https://gdk.gdi-de.org/geonetwork/srv/api/records/wdc-climate.de:5285911
 
  • INSPIRE
  • SDS

INSPIRE

Identification

File identifier
wdc-climate.de:5285911   XML
Hierarchy level
collection collection
Online resource
Resource identifier
code
WBGT_ISIMIP
code
doi:10.26050/WDCC/WBGT_ISIMIP
Metadata language
eng; USA
Encoding
Format
NetCDF
Projection
 

Classification of data and services

 

Classification of data and services

Coupled resource
Coupled resource
 
 

Classification of data and services

Coupled resource
Coupled resource
 
 

Keywords

Other keywords
Keywords
  • CMIP6
Keywords
  • Health
Keywords
  • WBGT
Keywords
  • historical
Keywords
  • ssp126
Keywords
  • ssp370
Keywords
  • ssp585
 
 

Geographic coverage

N
S
E
W


 

Temporal reference

Temporal extent
Temporal extent
Date ( Publication )
2025-07-22
 

Quality and validity

 

Conformity

Conformity
Conformity
 

Conformity

Conformity
Conformity
 

Restrictions on access and use

 

Restrictions on access and use

 

Responsible organization (s)

Contact for the resource
Organisation name
Potsdam-Institut fuer Klimafolgenforschung
 

Responsible organization (s)

Contact for the resource
Organisation name
Potsdam-Institut fuer Klimafolgenforschung
 

Metadata information

Contact for the metadata
Organisation name
Potsdam-Institut fuer Klimafolgenforschung
Date stamp
2025-07-04T09:29:40
Metadata language
eng; USA
 
 

SDS

Conformance class 1: invocable

Access Point URL
Endpoint URL
Technical specification
 

Conformance class 2: interoperable

Coordinate reference system
 
Quality of Service
 
Access constraints
Limitation
 
Use constraints
Limitation
 
Responsible custodian
Contact for the resource
 
 

Conformance class 3: harmonized

 
 

  Overviews

  Provided by

  Views

  • INSPIRE
  • Simple
  • Full
  • XML
wdc-climate.de:5285911   Access to the portal Read here the full details and access to the data.

  Associated resources

Not available


  •  
  •