ANN |
Artificial Neural Network |
B10 |
Band 10 (in remote sensing, it refers to a specific spectral band of the satellite sensor) |
B6 |
Band 6 (similar to above, another specific spectral band) |
DEM |
Digital Elevation Model |
ETM |
Enhanced Thematic Mapper (a sensor onboard Landsat satellites) |
GBM |
Gradient Boosting Machine (a machine learning algorithm) |
GEE |
Google Earth Engine |
GIS |
Geographic Information System |
GWR |
Geographically Weighted Regression |
LST |
Land Surface Temperature |
LULC |
Land Use Land Cover |
ML |
Machine Learning |
MODIS |
Moderate Resolution Imaging Spectroradiometer |
NDBI |
Normalized Difference Built-up Index |
NDVI |
Normalized Difference Vegetation Index |
NDWI |
Normalized Difference Water Index |
NIR |
Near Infrared (a type of light invisible to the human eye, used in remote sensing) |
OLI |
Operational Land Imager (a sensor onboard Landsat satellites) |
R2
|
Coefficient of determination |
RF |
Random Forest |
RMSE |
Root Mean Square Error |
SHAP |
SHapley Additive exPlanations |
SRTM |
Shuttle Radar Topography Mission |
SUHI |
Surface Urban Heat Island |
SVM |
Support Vector Machine |
SWIR |
Shortwave Infrared (a specific region of the infrared spectrum used in remote sensing) |
TIRS |
Thermal Infrared Sensor (a sensor onboard Landsat satellites) |
TM |
Thematic Mapper (a sensor onboard Landsat satellites) |
UHI |
Urban Heat Island |
UHS |
Urban Heat Sink |
UNESCO |
United Nations Educational, Scientific and Cultural Organization |