Yichabod / natural_disaster_pred
Using CNNs and Sentinel-2 satellite data to predict landslides
☆93Updated 3 years ago
Alternatives and similar repositories for natural_disaster_pred:
Users that are interested in natural_disaster_pred are comparing it to the libraries listed below
- Machine learning tool to detect landslides from optical satellite imagery☆105Updated 2 years ago
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 7 years ago
- Sentinel-1 image pre-processing using snappy.☆93Updated 3 years ago
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆76Updated 5 years ago
- A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population☆58Updated 5 years ago
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆31Updated 9 months ago
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆49Updated 3 years ago
- Water quality scripts for Google Earth Engine☆89Updated 6 years ago
- Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine☆50Updated 4 years ago
- Atmospheric correction of a (single) Sentinel 2 image☆156Updated 4 years ago
- Tools and Earth Engine apps to interact with the outputs from the CCDC algorithm☆81Updated last year
- InSAR (Interferometric Synthetic Aperture Radar) timeseries analysis in python☆49Updated 5 years ago
- Land Cover Classification based on Landsat-8 imagery from Google Earth Engine☆54Updated 4 years ago
- Mapping wetland hydrological dynamics using Google Earth Engine (GEE)☆56Updated 5 years ago
- Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scripts☆128Updated 3 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆89Updated last year
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆42Updated 4 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 years ago
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆99Updated 6 months ago
- Calculate floodwater depth based on an inundation polygon (e.g. from remote sensing) and a DEM. See: http://csdms.colorado.edu/wiki/Model…☆63Updated 11 months ago
- Deep learning courses and projects☆95Updated 6 years ago
- ☆136Updated last month
- Landslide susceptibility mapping by deep learning and slope unit☆66Updated 5 years ago
- ☆41Updated 3 years ago
- Research project on building and evaluating deep learning models for landslides detection on satellite images☆54Updated 5 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆74Updated 4 years ago
- It contains Google Earth Engine codes (JavaScript API) to process Sentinel-1 and Landsat 8 images to compute SAR and optical vegetation i…☆32Updated 9 months ago
- HYDrologic Remote sensing Analysis for Floods Python package☆176Updated 10 months ago
- Repository created for the Earth Observation Sentinel project☆77Updated 7 years ago
- [ISPRS Congress 2020] Lake Ice Detection from Sentinel-1 SAR with Deep Learning (Deeplabv3+, Tensorflow). The data was collected from Goo…☆37Updated 2 years ago