Satellite-derived chlorophyll-a concentrations for Lake Harsha (USA) using Mixture Density Networks and Sentinel-2 imagery
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Description
This dataset contains satellite-derived chlorophyll-a data of Lake Harsha (USA) for the period 21 Mar. 2013 – 01 Feb. 2021. Chlorophyll-a concentrations have been calculated using Mixture Density Networks and Sentinel-2 imagery. Mixture Density Networks are a class of neural networks that tackle the inverse problem by modelling the multimodal distribution of target variables using a mixture of Gaussians.
Parameter: Chl-a (μg/l)
Spatial resolution | Temporal resolution |
37.19 m | Occasionally |
Temporal coverage
21/3/32013 – 01/2/2021
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Related Datasets
- Hydrological observational dataset from USACE/USEPA
- Chlorophyll-a measurements from USACE/USEPA (subsets)
- Simulated surface water temperature for Lake Harsha (ExpB4)
- Simulated chlorophyll-a values with Delft3D – Experiment B2- Section 2
- WW-HYPE simulated data of total phosphorus concentrations in outflow from subbasin (William H Harsha lake)
- EO-derived chlorophyll-a concentrations for William H Harsha Lake using Sentinel 2