Yichabod / natural_disaster_predLinks
Using CNNs and Sentinel-2 satellite data to predict landslides
☆97Updated 4 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:
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆49Updated 4 years ago
- A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow☆80Updated 8 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Updated 5 years ago
- Repository to place example notebooks for Deep Learning applications with TensorFlow and Earth Engine.☆76Updated 5 years ago
- Deep learning courses and projects☆95Updated 7 years ago
- Application of deep learning for earth observation.☆124Updated last year
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆34Updated last year
- Machine learning tool to detect landslides from optical satellite imagery☆120Updated 3 years ago
- GEE flood algorithm as described in DeVries et al., Remote Sensing of Environment (2020)☆44Updated 5 years ago
- ☆129Updated 6 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆101Updated 4 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆39Updated 3 years ago
- Remote Sensing and GIS Software Library; python module tools for processing spatial data.☆165Updated last week
- Sentinel-1 image pre-processing using snappy.☆101Updated 3 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆27Updated 3 years ago
- ☆46Updated 4 years ago
- HYDrologic Remote sensing Analysis for Floods Python package☆184Updated 6 months ago
- Land Cover Classification based on Landsat-8 imagery from Google Earth Engine☆54Updated 4 years ago
- A collection of 300+ examples for using Earth Engine and the geemap Python package☆139Updated 5 years ago
- Water quality scripts for Google Earth Engine☆91Updated 7 years ago
- Algorithm developed for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data.☆104Updated last year
- A Python package for Remote Sensing Data Analysis☆126Updated last year
- Change Detection with Google Earth Engine Imagery☆139Updated 6 years ago
- This is an collection of blog posts turned into a course format☆88Updated 6 years ago
- a deep model that segments water on multispectral images☆155Updated 2 years ago
- GeoPatch is a package for generating patches from remote sensing data☆55Updated 5 months ago
- Python 3.X scripts for remote sensing processing☆44Updated 2 years ago
- A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.☆88Updated last year
- Atmospheric correction of a (single) Sentinel 2 image☆160Updated 5 years ago
- Codebase for land cover classification with U-Net☆25Updated 7 years ago