A deep learning model for surface water mapping based on satellite optical image.
☆119Aug 17, 2021Updated 5 years ago
Alternatives and similar repositories for WatNet
Users that are interested in WatNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.☆15Oct 22, 2026Updated last week
- Monthly surface water mapping in Tibet plateau based on deep learning method and Sentinel-1 image.☆15Apr 15, 2023Updated 3 years ago
- a deep model that segments water on multispectral images☆160Jul 2, 2023Updated 3 years ago
- Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transpl…☆19Mar 9, 2023Updated 3 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆24Jul 10, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆53Mar 18, 2023Updated 3 years ago
- The network is to identify the outline of water-bodies accurately from very high resolution (VHR) remote sensing imagery, particularly fo…☆31Aug 28, 2022Updated 4 years ago
- Deep Learning Model For Water/Ice/Land Classification Using Large-Scale Medium Resolution Landsat Satellite Images☆15Oct 10, 2019Updated 7 years ago
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆13Sep 8, 2026Updated last month
- Codes for Arctic river segmentation using various fully convolutional neural networks.☆10Sep 1, 2026Updated last month
- Seamless Flood Mapping Using Harmonized Landsat and Sentinel-2 Data☆18Sep 19, 2025Updated last year
- ☆11Jan 18, 2021Updated 5 years ago
- geospatial-study☆30May 23, 2024Updated 2 years ago
- DeDop is a User Configurable Tool for Processing Delay Doppler Altimeter Data.☆15Oct 2, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Python library for extraction water areas as shapefile extension from Sentinel 2A Satellite Images.☆10Jun 20, 2021Updated 5 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆37Nov 9, 2022Updated 3 years ago
- ☆12Sep 13, 2022Updated 4 years ago
- Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous US☆10Mar 28, 2024Updated 2 years ago
- Delineates optically shallow and deep waters in Sentinel-2 imagery☆19Jul 4, 2025Updated last year
- ☆48May 10, 2023Updated 3 years ago
- Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning, with ICESat-2!☆32Oct 18, 2022Updated 4 years ago
- Data, notebooks, scripts and notes for Shean et al. (2020) paper on High-Mountain Asia glacier mass balance☆18May 11, 2021Updated 5 years ago
- Satellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.☆34Nov 30, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python package simplifying large-scale operations using Google Earth Engine (GEE) for users who utilize Landsat and Sentinel☆12Jul 31, 2026Updated 3 months ago
- Deep Learning models for Sea Ice Concentration classification generated from the architectures of Neural Network, 1D-CNN and concatenatio…☆21Oct 14, 2021Updated 5 years ago
- A. Moghimi, M. Welzel, T. Celik, and T. Schlurmann, "A Comparative Performance Analysis of Popular Deep Learning Models and Segment Anyth…☆29Oct 14, 2026Updated 2 weeks ago
- Export and cloud mask Google Earth Engine imagery☆107Updated this week
- Public repo for code in article "Title: An AI approach to operationalize global daily PlanetScope satellite imagery for river water maski…☆13Feb 5, 2025Updated last year
- a deep-learning-based river centerline extraction model☆30Mar 23, 2018Updated 8 years ago
- ☆13Aug 7, 2022Updated 4 years ago
- ☆17May 17, 2023Updated 3 years ago
- A Google Earth Engine based algorithm that extracts river centerlines and widths from satellite images☆140Dec 31, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Toolkit for using Microsoft AI for Good team's flood detection model with SAR imagery☆72Nov 4, 2025Updated 11 months ago
- An ecosystem of data, models and code pipelines to tackle flooding with ML🌊☆184May 20, 2026Updated 5 months ago
- Geomorphically-Informed Discharge Inversion☆12Apr 11, 2023Updated 3 years ago
- Sentinel 1 pipeline using SNAP GPT 7.0☆39Dec 8, 2022Updated 3 years ago
- A tutorial for Advanced Python Programming on Network, Multitask, Regular Expression, MySql and Web Framework.☆17May 8, 2020Updated 6 years ago
- Landcover classification on sentinel-2 data with Prithvi, EfficientNet-Unet and OSM / CNES Landcover labels.☆12Apr 11, 2024Updated 2 years ago
- Sentinel-1 ARD Prototype Processor☆35Oct 6, 2026Updated 3 weeks ago