From Satellites to Fields: Machine Learning Applications for Prediction of Corn Production Using NDVI, Precipitation and Land Surface Temperature for Large Producer Countries.
Saniya NangiaThilanka MunasingheHeidi TubbsAssaf AnyambaPublished in: BigData (2023)
Keyphrases
- surface temperature
- remote sensing
- machine learning
- high resolution
- land cover
- satellite data
- computer vision
- prediction accuracy
- finite difference
- remote sensing images
- multispectral
- supervised classification
- e government
- computer science
- prediction model
- machine learning algorithms
- decision trees
- change detection
- sensor data
- predictive modeling
- production system
- support vector machine
- pattern recognition
- image processing
- feature selection
- short term
- satellite images
- feature vectors
- lower bound
- multiscale
- remote sensing data
- learning algorithm