Re-forecasts of chlorophyll-a concentrations for William H Harsha Lake using Random Forests
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Description
This dataset provides historical 10-day forecasts of chl-a concentrations at a specific point of interest of This dataset provides predicted chl-a concentrations at two areas of interest of Lake Harsha (Ohio, US). Forecasts are provided by a Random Forest model, which was trained on chl-a concentrations retrieved from multispectral satellite imagery. Forecasts cover the period 2015-2018.
Parameter: Chl-a (μg/l)
Spatial resolution | Temporal resolution |
Point measurement | Daily |
Temporal coverage
2015 – 2019
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Area of interest
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Related Datasets
- Chlorophyll-a measurements from USACE/USEPA
- Discrete In situ physicochemical data for the inflows of William H Harsha Lake (grab samples)
- EO-derived water temperature for William H Harsha Lake using Landsat 8
- EOInput Exp01 for Harsha Lake
- Satellite-derived chlorophyll-a concentrations for Lake Harsha (USA) using Mixture Density Networks and Sentinel-2 imagery
- Continuous In situ phytoplankton data for the inflows of William H Harsha Lake (data sondes)