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
- WW-HYPE simulated data of outflow from subbasin (William H Harsha lake)
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- Continuous In situ physicochemical data for the inflows of William H Harsha Lake (data sondes)
- Simulated chlorophyll-a values with Delft3D – Experiment B2- Section 4