A Remote Sensing Approach for Surface Urban Heat Island Modeling in a Tropical Colombian City Using Regression Analysis and Machine Learning Algorithms.
Julián GarzónIñigo MolinaJesus VelascoAndres CalabiaPublished in: Remote. Sens. (2021)
Keyphrases
- machine learning algorithms
- remote sensing
- regression analysis
- spatial analysis
- remote sensing images
- urban areas
- benchmark data sets
- change detection
- machine learning methods
- learning algorithm
- machine learning
- high resolution
- remote sensing data
- regression model
- land cover
- remote sensing imagery
- satellite images
- multispectral
- decision trees
- image fusion
- climate change
- machine learning models
- satellite data
- random forests
- image processing
- image analysis
- hyperspectral
- automatic image registration
- weather prediction
- digital image analysis
- remote sensed images
- multi spectral images
- explanatory variables
- factor analysis
- standard machine learning algorithms
- data analysis
- geographical information systems
- hyperspectral images
- remotely sensed data
- high quality