Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning.
Shidan ZhuNingbo CuiLi GuoHuaan JinXiuliang JinShouzheng JiangZongjun WuMin LvFei ChenQuanshan LiuMingjun WangPublished in: Comput. Electron. Agric. (2024)
Keyphrases
- ensemble learning
- multispectral
- image features
- ensemble classifier
- ensemble methods
- remote sensing
- remote sensing images
- generalization ability
- prediction accuracy
- satellite images
- image data
- random forest
- multi spectral images
- base classifiers
- image analysis
- change detection
- concept drift
- prediction model
- mutual subspace method
- computer vision
- data sets
- unlabeled data
- image classification
- high resolution
- feature vectors
- feature selection