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FreeSoftwareGlobal
waterquality
R package for water quality analysis and remote sensing
cran.r-project.org
At a glance
- Region
- Global
- Coverage
- Water quality remote sensing
- Access
- Free
- Category
- Software
What's inside
- Water Quality
- Remote Sensing
- R Package
- Satellite Data
What you can do with it
Typical work that data of this type supports.
- 01
No-gauge areas
Monitor places with no ground stations.
Because it has: Remote Sensing
- 02
Long records
Use consistent records going back decades.
- 03
Hotspots and trends
Find where contamination is high and whether it is getting worse.
Because it has: Water Quality
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Segmentation
Map water, crops and land use pixel by pixel with deep learning.
- 02
Data fusion
Blend satellite and ground data into one better estimate.
- 03
Risk maps
Predict contamination where no samples exist, from geology, land use and climate.
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