WatNetv2 and WatNet

WatNetv2 is an extended version of WatNet that maintains backward compatibility with the original model while expanding satellite sensor support from Sentinel-2 to include Landsat-5, 7, and 8, making them successive iterations rather than alternatives.

WatNetv2
47
Emerging
WatNet
39
Emerging
Maintenance 10/25
Adoption 5/25
Maturity 16/25
Community 16/25
Maintenance 0/25
Adoption 10/25
Maturity 8/25
Community 21/25
Stars: 13
Forks: 6
Downloads:
Commits (30d): 0
Language: Jupyter Notebook
License: GPL-3.0
Stars: 117
Forks: 37
Downloads:
Commits (30d): 0
Language: Jupyter Notebook
License:
No Package No Dependents
No License Stale 6m No Package No Dependents

About WatNetv2

xinluo2018/WatNetv2

A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.

This tool helps environmental scientists, hydrologists, or urban planners accurately map surface water bodies using satellite imagery. You input raw Landsat (5, 7, 8, 9) or Sentinel-2 satellite images, and it outputs precise maps highlighting where water is present. This is designed for professionals needing to monitor water resources and changes over time.

hydrology environmental-monitoring remote-sensing water-resource-management geospatial-analysis

About WatNet

xinluo2018/WatNet

A deep learning model for surface water mapping based on satellite optical image.

This project helps environmental scientists, geographers, and urban planners automatically identify and map surface water bodies from satellite images. You provide Sentinel-2 optical images, and it outputs a precise map highlighting where water is present. This is ideal for monitoring changes in water bodies, assessing flood risk, or managing water resources.

environmental-monitoring geospatial-analysis water-resource-management remote-sensing land-cover-mapping

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