Publications (FIS)

Heat Indices for Europe Derived from Satellite Data: A Proof of Concept

Authored by

Arno Cheda, Anke Tetzlaff, Josh Blannin, Elizabeth Good, Varun Sharma, Isabel Trigo, Jonas Schwaab, Aku Riihelä, Christian M. Grams, Marc Schröder

Abstract

Highlights: What are the main findings? We introduced the first heat-monitoring climate indices derived from a long-term satellite-based Climate Data Record (CDR) using a novel and innovative approach. Heat indices derived from satellite-based land surface temperatures show an excellent agreement with Expert Team on Climate Change Detection and Indices (ETCCDI) heat indices, traditionally calculated from near-surface air temperature, and capture the climate change signal in Europe back to 1991. What is the implication of the main finding? Satellite-based heat indices provide a valuable complement to traditional near-surface air temperature climate indices. This work paves the way for comprehensive satellite-based heatwave monitoring across all parts of the globe. Traditional air temperature-based climate heat indices can be of high uncertainty in regions where ground observations are scarce. In this study, we calculate the Summer Days and Tropical Nights heat indices defined by the Expert Team on Climate Change Detection and Indices (ETCCDI) for Switzerland and Europe, based on long-term Land Surface Temperature (LST) satellite climate data from EUMETSAT’s Satellite Application Facility on Climate Monitoring (CM SAF). We define relative indices that account for the intermittency of clear-sky LST satellite observations. Furthermore, we propose a novel “Extremely Hot Days index”, tailored to satellite LST data. We find that these LST-based indices are highly correlated with station-based air temperature indices in Switzerland, with coefficients of determination (Formula presented.) of 0.86, 0.84, and 0.81. Results show a strong increase in LST-based heat indices of up to 12 days/decade since 1991 in parts of Europe, including the Po Valley and the Mediterranean coast. These new LST heat indices can capture changes in heatwave patterns and trends for clear-sky conditions in Europe with unprecedented spatial resolution. They complement traditional air temperature heat indices and enable future climate change studies, also in regions with sparse ground observations.

Details

Organisation(s)
Institute of Environmental Planning
Digital Environmental Planning
External Organisation(s)
Federal Office of Meteorology and Climatology MeteoSwiss
ETH Zurich
Met Office Hadley Centre
Finnish Meteorological Institute
Type
Article
Journal
Remote sensing
Volume
18
ISSN
2072-4292
Publication date
13.02.2026
Publication status
Published
Peer reviewed
Yes
ASJC Scopus subject areas
General Earth and Planetary Sciences
Sustainable Development Goals
SDG 13 - Climate Action
Electronic version(s)
https://doi.org/10.3390/rs18040589 (Access: Open )

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