Retrieval of grassland aboveground biomass across three ecoregions in China during the past two decades using satellite remote sensing technology and machine learning algorithms.
Huoqi WuShuai AnBin MengXiaoqiu ChenFangjun LiShilong RenPublished in: Int. J. Appl. Earth Obs. Geoinformation (2024)
Keyphrases
- remote sensing
- machine learning algorithms
- remote sensing image processing
- benchmark data sets
- change detection
- multispectral
- learning algorithm
- machine learning
- decision trees
- remote sensing images
- high resolution
- image analysis
- remote sensing imagery
- image processing
- hyperspectral
- machine learning methods
- earth observation
- satellite imagery
- remote sensing data
- image fusion
- satellite data
- machine learning approaches
- digital image analysis
- high spatial resolution
- satellite images
- remotely sensed
- machine learning models
- hyperspectral images
- standard machine learning algorithms
- multi spectral images
- statistical machine learning
- feature extraction
- automatic image registration
- remotely sensed images
- land cover
- data sets
- digital images
- training data
- climate change
- earth science
- land cover classification
- computer vision
- geographical information systems
- spatial resolution