Schlagwort: classification

Remote Sensing Applications
fkroeber

S-1 based crop analyses

Processing pipelines for the calculation of backscatter intensity, polarimetric decomposition parameters and coherence values are presented. Analyses regarding the informative value of these SAR features are exemplified by analysing timeseries for a few hundred fields. Correlations to the phenological development of the crops are made and random forest-based classifications are performed.

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Spatial Analyses
fkroeber

Solar radiation analyses

Performing a multitemporal classification of Sentinel imagery to extract vineyards. Subsequently, analysing the significance of irradiation intensity and duration for the location of vineyards. Using random forest as an embedded feature selection method.

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