Random Forest Regression

Estimating Heavy Metal Concentrations in Technosols with Reflectance Spectroscopy
Reflectance spectroscopy in the visible-infrared and shortwave infrared (450– 2500 nm) wavelength region is a rapid, cost-effective and …
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Multi-Method Ensemble Selection of Spectral Bands Related to Leaf Biochemistry
Multi-method ensembles are generally believed to return more reliable results than the application of one method alone. Here, we test …
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Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques
Anthropogenic interventions in natural and semi-natural ecosystems often lead to substantial changes in their functioning and may …
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