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05/29/2019
Application of Different Simulated Spectral Data and Machine Learning to Estimate the Chlorophyll a Concentration of Several Inland Waters
Water quality is of great importance for humans and for the environment ...
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04/03/2019
Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models
Water is a key component of life, the natural environment and human heal...
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03/26/2019
SUSI: Supervised Self-Organizing Maps for Regression and Classification in Python
In many research fields, the sizes of the existing datasets vary widely....
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01/15/2019
Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data
Soil texture is important for many environmental processes. In this pape...
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05/03/2018
Machine learning regression on hyperspectral data to estimate multiple water parameters
In this paper, we present a regression framework involving several machi...
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04/24/2018
Is it possible to retrieve soil-moisture content from measured VNIR hyperspectral data?
In this paper, we investigate the potential of estimating the soil-moist...
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04/14/2018