Mapping soil erosion rates using self-organizing map (SOM) and geographic information system (GIS) on hillslopes.
Vahid GholamiHossein SahourMohammad Ali HadianPublished in: Earth Sci. Informatics (2020)
Keyphrases
- self organizing maps
- geographic information systems
- soil erosion
- spatial data
- gis data
- neural network
- spatial databases
- natural environment
- som neural network
- data modeling
- growing self organizing map
- spatial relationships
- geographical information systems
- unsupervised learning
- input data
- road network
- land cover
- neural gas
- spatial analysis
- qualitative evaluation
- database management
- urban areas
- k means
- data model
- feature extraction