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
- Reanalysis Meteorological data for Harsha Lake (Exp01)
- Discrete In situ physicochemical data for William H Harsha Lake (grab samples)
- EO-derived Secchi disk depth for William H Harsha Lake using Sentinel 2
- EO-derived total absorption for William H Harsha Lake using Landsat 8
- Bottom-of-atmosphere reflectance for the PRISMA hyperspectral sensor (William H Harsha Lake) – Standard products
- EO-based chlorophyll-a values from Sentinel-2/Landsat-8