Bibliothèque Ouverte CanopySat

Un dépôt ouvert de publications scientifiques, datasets et rapports techniques utilisant les données satellites CanopySat. Toutes les contributions sont examinées par l'équipe CanopySat et publiées avec crédit complet à l'auteur.

4 Publications
4 Datasets
Accès Libre
Révisé par les Pairs
Publications (4)
Datasets (4)
Soumettre
PUBLICATION
Validation of CanopySat Bioclimatic Envelope Assessment (BEA) for Forest Species Climate Suitability — Comparison Against Published MaxEnt Studies across 5 Global Biomes
Raymond Sauti
CanopySat — Forest Intelligence Ecosystem · Belgium
This report validates the CanopySat Bioclimatic Envelope Assessment (BEA) methodology for predicting forest species climate suitability under 2050 climate projections (SSP2-4.5). BEA results across five global biomes are compared against published MaxEnt species distribution models. Results show 5/5...
species suitability BEA MaxEnt climate change SSP245 GBIF CMIP6 tropical temperate boreal forest biodiversity 2050
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Publié : 2026-09-30
PUBLICATION
Independent Validation of CanopySat Carbon Assessment — Comparison Against GFW/WHRC, FAO FRA 2020 and ESA CCI Biomass
Raymond Sauti
CanopySat — Forest Intelligence Ecosystem · Belgium
This report presents an independent validation of CanopySat satellite-based carbon assessment methodology against three major global reference datasets across five global biomes. Results demonstrate a mean absolute error of 0.8% between CanopySat estimates and reference dataset means, confirming the...
validation carbon biomass AGB GEDI Sentinel-2 GFW FAO ESA CCI IPCC tropical temperate boreal
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Publié : 2026-09-29
PUBLICATION
CanopySat Independent Validation Report v1.0 — Comparison Against Hansen/UMD GFW 2025, FAO FRA 2020 and ESA WorldCover 2021
Raymond Sauti — Forest Engineer & GeoSpatial Software Engineer
CanopySat — Forest Intelligence Ecosystem · Liège, Belgium · Belgium
Scientific credibility requires independent validation. This report presents a systematic comparison of CanopySat forest monitoring results against three major global reference datasets: (1) the Hansen/UMD Global Forest Change 2025 — the world most cited forest monitoring dataset, (2) the FAO Global...
validation Hansen/UMD FAO FRA 2020 ESA WorldCover forest cover Sentinel-2 Landsat Google Earth Engine deforestation
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Publié : 2026-09-21
PUBLICATION
Satellite-Based Forest Integrity Assessment Using Sentinel-2 and Landsat Time Series: The CanopySat Methodology
Raymond Sauti
CanopySat — Forest Intelligence Ecosystem · Belgium
This paper presents the CanopySat Forest Integrity Score methodology — a satellite-based framework for assessing forest health worldwide using ESA Sentinel-2, Sentinel-1, NASA Landsat and FIRMS fire data. The score combines vegetation indices, radar backscatter, historical trends and fire detection ...
forest integrity NDVI Sentinel-2 Landsat deforestation remote sensing Google Earth Engine
Publié : 2026-09-04