Yichabod / natural_disaster_predLinks
Using CNNs and Sentinel-2 satellite data to predict landslides
☆94Updated 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
Sorting:
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆76Updated 5 years ago
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆50Updated 3 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆71Updated 4 years ago
- A JavaScript code developed in Google Earth Engine (GEE) Platform to Detect Flooded Area along with Affected Population☆61Updated 5 years ago
- Sentinel-1 image pre-processing using snappy.☆94Updated 3 years ago
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 8 years ago
- Water quality scripts for Google Earth Engine☆89Updated 7 years ago
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆42Updated 4 years ago
- Cloud masking of Sentinel 2 using Google Earth Engine☆57Updated 7 years ago
- Atmospheric correction of a (single) Sentinel 2 image☆157Updated 4 years ago
- Deep learning courses and projects☆95Updated 6 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆38Updated 2 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…☆64Updated last year
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆33Updated last year
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆101Updated 8 months ago
- a deep model that segments water on multispectral images☆147Updated 2 years ago
- Repository created for the Earth Observation Sentinel project☆77Updated 8 years ago
- Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine☆52Updated 5 years ago
- Land Cover Classification based on Landsat-8 imagery from Google Earth Engine☆54Updated 4 years ago
- Change Detection with Google Earth Engine Imagery☆140Updated 6 years ago
- Application of deep learning for earth observation.☆114Updated last year
- This code base is collection of codes that are freely available for google earth engine. This is the collection of tutorials prepared by …☆104Updated 2 years ago
- Get Landsat surface reflectance time-series from google earth engine☆60Updated 5 years ago
- source code for google earth engine mapping routines☆33Updated last year
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆98Updated 3 years ago
- A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.☆83Updated last year
- Mapping wetland hydrological dynamics using Google Earth Engine (GEE)☆57Updated 6 years ago
- A set of notebook tutorials for RSGISLib.☆44Updated 7 months ago
- A Python package for Remote Sensing Data Analysis☆126Updated 9 months ago
- Python Earth Observation processing chain☆99Updated 6 months ago