GloLakes: Water storage dynamics for 27,000 lakes globally from 1984 to present
Global lake water storage dynamics for 27,000+ lakes from satellite altimetry and optical imaging (Landsat, Sentinel-2) from 1984 to present.
doi.org
At a glance
- Region
- Global
- Coverage
- Global
- Access
- Free
- Category
- Research
- Last updated
- 2024
What's inside
- Remote Sensing
- Lakes & Reservoirs
- Water Storage
What you can do with it
Typical work that data of this type supports.
- 01
Storage tracking
Follow storage and releases through the season.
Because it has: Lakes & Reservoirs
- 02
Change over time
See how lakes and wetlands have grown or shrunk.
- 03
No-gauge areas
Monitor places with no ground stations.
Because it has: Remote Sensing
Where AI adds value
Ideas for machine learning and AI agents built on this kind of data.
- 01
Storage from space
Estimate volume from satellite water area and altimetry.
- 02
Release decisions
Optimise releases against inflow forecasts.
- 03
Segmentation
Map water, crops and land use pixel by pixel with deep learning.
Machine access and documentation
Data paper
GloLakes: Water storage dynamics for 27,000 lakes globally from 1984 to present
Earth System Science Data 2024
Read the paperRelated water data
- GLOBathy: The global lakes bathymetry datasetGlobal | Free
- ReaLSAT: A global dataset of reservoir and lake surface area variationsGlobal | Free
- Satellite-derived multivariate lake physical variable timeseries for climate studiesGlobal | Free
- A database of chlorophyll and water chemistry in freshwater lakesGlobal | Free
- A dataset of remote-sensed Forel-Ule Index for global inland waters during 2000-2018Global | Free
- A global daily gap-filled chlorophyll-a dataset in open oceans during 2001-2021Global | Free
Find more water data
Search and compare 1,900+ water data sources by region, type and access.