Assessing the Yield of Wheat Using Satellite Remote Sensing-Based Machine Learning Algorithms and Simulation Modeling.
Gowhar MerajShruti KangaAbhijeet AmbadkarPankaj KumarSuraj Kumar SinghMajid FarooqBrian Alan JohnsonAkshay RaiNetrananda SahuPublished in: Remote. Sens. (2022)
Keyphrases
- remote sensing
- machine learning algorithms
- benchmark data sets
- change detection
- machine learning
- multispectral
- decision trees
- remote sensing images
- image analysis
- learning algorithm
- high resolution
- image processing
- image fusion
- machine learning methods
- hyperspectral
- remote sensing imagery
- satellite images
- weather prediction
- remote sensing data
- satellite imagery
- high spatial resolution
- satellite data
- remotely sensed
- machine learning approaches
- digital image analysis
- earth observation
- machine learning models
- automatic image registration
- hyperspectral images
- remotely sensed data
- land cover
- standard machine learning algorithms
- hyperspectral remote sensing
- earth science
- statistical machine learning
- remotely sensed images
- data sets
- hyperspectral imaging
- multi spectral images
- supervised classification
- spatial resolution
- feature extraction