Optical remote sensing of crop biophysical and biochemical parameters: An overview of advances in sensor technologies and machine learning algorithms for precision agriculture.
Mahlatse KganyagoClement AdjorloloPaidamwoyo MhangaraLesiba Thomas TsoelengPublished in: Comput. Electron. Agric. (2024)
Keyphrases
- machine learning algorithms
- remote sensing
- change detection
- earth observation
- benchmark data sets
- machine learning methods
- learning algorithm
- remote sensing images
- machine learning
- decision trees
- remote sensing imagery
- sensor data
- multispectral
- high resolution
- precision agriculture
- hyperspectral
- image analysis
- satellite imagery
- machine learning approaches
- image fusion
- satellite images
- land cover
- remote sensing data
- geographical information systems
- remotely sensed
- satellite data
- hyperspectral images
- multi spectral images
- image processing
- remote sensed images
- remotely sensed images
- automatic image registration
- machine learning models
- high spatial resolution
- hyperspectral remote sensing
- hyperspectral imagery
- infrared
- sensor networks
- digital image analysis
- standard machine learning algorithms
- data mining
- real world
- earth science
- multiresolution
- remotely sensed data
- data streams