Environmental measurements
Extend field observations with spatial information on crops and environmental conditions.
Published methods study in the Nouna HDSS
Measurements & outputs
Research workflow
Combine Sentinel-2 time series and rainfall data with field boundaries, crop types and measured yields.
Fit and evaluate crop-yield models, then examine their usefulness for nutrition and health research.
Interpretation & current limits
Documented applications & research context
Links identify relevant studies and settings. Configuration and implementation stage differ between projects.
Publications & evidence
Read the study-specific methods, results and limitations. The framework paper describes the wider approach.
Develops satellite-based yield models at individual household-field level in Nouna HDSS.
Methods, findings & limitations ↗Introduces the modular CHEERS framework linking population surveillance, environmental measurements and individual health data.
Methods, findings & limitations ↗Methods in exchange
Source & scope
Content and images draw on Sandra Barteit’s Freiburg lecture, The Impact of Climate Change on Human Health: Lessons from Low- and Middle-Income Countries, slides 30, 44. Publication pages provide the corresponding research evidence. Reviewed 12 November 2026.
Images extracted from the lecture retain the original device or research illustration. Product images identify examples used in the source material.