UrbanGISer / XGeoML
An ensemble Framework for Explainable Geospatial Analysis Machine Learning Models
☆17Updated last year
Alternatives and similar repositories for XGeoML:
Users that are interested in XGeoML are comparing it to the libraries listed below
- Codes for Geographical Convergent Cross Mapping Method, It is designed for to infer causality from spatial cross-sectional data.☆32Updated last month
- Fast Geographically Weighted Regression (FastGWR)☆52Updated 3 years ago
- A game theory approach to measuring spatial effects from machine learning models.☆110Updated 2 months ago
- A tool to downscale Landsat Land Surface Temperature to 10 m using Sentinel-2 data in GEE. Attachment for the article in Remote Sensing: …☆46Updated 7 months ago
- Aiming to understand the factors influencing urban land surface temperature during the day and night☆16Updated 2 years ago
- A scalable implimentation of HANTS for time sereis reconstruction in remote sensing on Google Earth Engine platform☆45Updated 5 months ago
- QGIS plugin of geographical detector☆29Updated last year
- SIAC GEE version☆61Updated 4 years ago
- ☆42Updated 8 months ago
- ☆11Updated this week
- ☆33Updated last year
- Textbook that provides JavaScript and Python code to create open reproducible remote sensing analyses and workflows in Google Earth Engin…☆41Updated 3 years ago
- ☆53Updated 2 years ago
- ☆14Updated last year
- A 31-year (1990-2020) global gridded population dataset generated by cluster analysis and statistical learning.☆10Updated 2 weeks ago
- Geographically weighted Random Forest Classification (code repository of PLOS ONE publication)☆26Updated last year
- Drought analysis with Google Earth Engine. (Compare SPEI with NDVI anomalies)☆48Updated 5 years ago
- ☆51Updated 11 months ago
- GEE, an open-source platform, for fast computation to Spatio-temporal analysis of satellite data.☆20Updated 3 years ago
- A Google Earth Engine API (interactive dashboard) for satellite-based global climate hazard analysis (urban heat, landcover changes, etc)…☆47Updated last year
- A set of tools for working with Google Earth Engine Python API in Jupyter notebooks☆63Updated 4 months ago
- ☆22Updated 4 years ago
- A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.☆80Updated 8 months ago
- Python-based extractor of vegetation metrics from satellite-based vegetation time-series imagery.☆80Updated 3 years ago
- Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural…☆54Updated 2 years ago
- Spatial data modeling library - Geographically Weighted Random Forest (Regressor and Classifier)☆11Updated last year
- A Python package for mapping inundation dynamics using Google Earth Engine☆30Updated last year
- ☆11Updated 3 years ago
- Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Model…☆62Updated 10 months ago
- This repository contains the code used to produce the Global Flood Database and assess changes in population exposed to floods.☆102Updated 3 years ago