Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021.
Fabien H. WagnerRicardo DalagnolCelso HL Silva-JuniorGriffin CarterAlison L. RitzMayumi C. M. HiryeJean P. H. B. OmettoSassan SaatchiPublished in: CoRR (2022)
Keyphrases
- satellite images
- deep learning
- multispectral
- change detection
- remote sensing
- machine learning
- high resolution satellite images
- unsupervised feature learning
- unsupervised learning
- satellite imagery
- high resolution
- image data
- image analysis
- remote sensing images
- land cover
- active learning
- three dimensional
- decision making
- feature selection
- urban areas
- weakly supervised
- neural network