Estimating soil surface moisture by using landsat 8 and sentinel 2 satellites techniques depending on the stepwise decision tree.
Khalil GhorbaniParvin ZolfagharyMohammad SiahbalaeiLaleh Rezaei GhalehChooghi Bairam KomakiEsmaeil ValizadehPublished in: Earth Sci. Informatics (2024)
Keyphrases
- decision trees
- multispectral
- remote sensing
- satellite images
- three dimensional
- remote sensing images
- d objects
- naive bayes
- surface reconstruction
- machine learning
- decision tree algorithm
- predictive accuracy
- logistic regression
- surface fitting
- machine learning algorithms
- satellite data
- data sets
- multispectral images
- decision tree induction
- decision tree classifiers
- earth observation
- information gain
- satellite imagery
- rigid body
- decision table
- random forest
- sensor data
- training set
- attribute selection
- remote sensing data
- supervised classification
- multivariate decision trees