Field-scale rice yield prediction from Sentinel-2 monthly image composites using machine learning algorithms.
Nguyen Thanh SonChi-Farn ChenYoug-Sin ChengPiero ToscanoCheng-Ru ChenShu-Ling ChenKuo-Hsin TsengChien-Hui SyuHorng-Yuh GuoYi-Ting ZhangPublished in: Ecol. Informatics (2022)
Keyphrases
- machine learning algorithms
- learning algorithm
- benchmark data sets
- image data
- machine learning
- input image
- single image
- image features
- image analysis
- machine learning methods
- decision trees
- multiscale
- predictive accuracy
- image retrieval
- learning problems
- machine learning approaches
- edge detection
- random forests
- image structure
- high resolution
- learning tasks
- image segmentation
- prediction accuracy
- machine learning models
- machine learning systems
- loss function
- data sets
- prediction model
- post processing
- scale space
- input features