Improved Estimations of Nitrate and Sediment Concentrations Based on SWAT Simulations and Annual Updated Land Cover Products from a Deep Learning Classification Algorithm.
Nikiforos SamarinasNikolaos TziolasGeorge C. ZalidisPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- classification algorithm
- deep learning
- land cover
- remote sensing
- multispectral
- change detection
- training set
- remote sensing images
- satellite images
- k nearest neighbor
- machine learning
- unsupervised learning
- naive bayes
- knn
- class labels
- geographic information systems
- mental models
- learning algorithm
- support vector machine
- weakly supervised
- small number
- training data
- supervised classification
- decision trees
- expectation maximization
- image features
- information extraction
- active learning
- bayesian networks