Satellite-derived chlorophyll-a concentrations for Lake Hume (Australia) using Mixture Density Networks and Landsat 8 imagery

This dataset contains satellite-derived chlorophyll-a data of Lake Hume (Australia) for the period 21 Mar. 2013 – 01 Feb. 2021. Chlorophyll-a concentrations have been calculated using Mixture Density Networks and Landsat 8 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

21/3/32013 – 01/2/2021