Observation operator and detection limits for MODIS and VIIRS Fire Radiative Power products

Abstract. We analyze the MODIS and VIIRS active-fire Fire Radiative Power (FRP) products and suggest an approximation for the FRP detection limit as a linear function of a pixel area and develop analytical observation operators for both pixel-level and gridded FRP products. We have shown that the collection-6.1 of MODIS has the FRP detection limit at 3.7 MW in case of a nadir retrieval at a clear-sky night. For a daytime sideview, it reaches as high as 40 MW. For VIIRS, the smallest fire reliably detected at night is 0.5 MW. Application of the developed operators for the cross-mapping the MODIS and VIIRS datasets at the pixel/granule level confirmed their consistency. Applying the grid-level operators alongside satellite overpass and weather data, we generated global maps of fire detection probabilities, revealing regional variations. As a global average, probability of detection of powerful fires is 78 % for MODIS (88 % for VIIRS). Variations between regions are large: in some equatorial areas this probability is less than 30 % for MODIS (40% for VIIRS).

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Publication Details

Journal
Geoscientific model development
Published
2026-10-26
DOI
https://doi.org/10.5194/gmd-19-10123-2026
Citations
1
Primary Topic
Fire effects on ecosystems
Type
article
Field-Weighted Citation Impact
3.03

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article

Observation operator and detection limits for MODIS and VIIRS Fire Radiative Power products

Mikhail A. Sofiev, Rostislav D. Kouznetsov
1 citations
Geoscientific model development
Fire effects on ecosystems
3.03
article

Observation operator and detection limits for MODIS and VIIRS Fire Radiative Power products

Mikhail A. Sofiev, Rostislav D. Kouznetsov
article en
1 citations

Abstract

Abstract. We analyze the MODIS and VIIRS active-fire Fire Radiative Power (FRP) products and suggest an approximation for the FRP detection limit as a linear function of a pixel area and develop analytical observation operators for both pixel-level and gridded FRP products. We have shown that the collection-6.1 of MODIS has the FRP detection limit at 3.7 MW in case of a nadir retrieval at a clear-sky night. For a daytime sideview, it reaches as high as 40 MW. For VIIRS, the smallest fire reliably detected at night is 0.5 MW. Application of the developed operators for the cross-mapping the MODIS and VIIRS datasets at the pixel/granule level confirmed their consistency. Applying the grid-level operators alongside satellite overpass and weather data, we generated global maps of fire detection probabilities, revealing regional variations. As a global average, probability of detection of powerful fires is 78 % for MODIS (88 % for VIIRS). Variations between regions are large: in some equatorial areas this probability is less than 30 % for MODIS (40% for VIIRS).

Geoscientific model developmentVol. 19(20)
Finnish Meteorological Institute (FI)
Belmont Forum, Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta, H2020 Societal Challenges
Openalex Percentile: Top 13%
Fire effects on ecosystems
3.03
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Observation operator and detection limits for MODIS and VIIRS Fire Radiative Power products — Mikhail A. Sofiev, Rostislav D. Kouznetsov · Geoscientific model development (2026) | TGRS Research Map | TGRS