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HydReSGeo: Field experiment dataset of surface-sub-surface infiltration dynamics acquired by hydrological, remote sensing, and geophysical measurement techniques

This dataset comprises data of an interdisciplinary pedon-scale irrigation experiment at a grassland site near Karlsruhe, Germany, including pedo-hydrological, geophysical, and remote sensing data. The objective of this experiment is to monitor soil …

Aerial Peruvian Andes Campaign (ALPACA) Dataset 2019

The Aerial Peruvian Andes Campaign (ALPACA) dataset was acquired during a measurement campaign of the Institute of Photogrammetry and Remote Sensing (IPF) and the Institute of Water and River Basin Management - Hydrology (IWG) of the Karlsruhe …

KI im Dienst der Nachhaltigkeit: Trinkwasser für Peru, Precision Farming in Australien

Trinkwasser und Nahrung – diese Grundbedürfnisse des Menschen sind in weiten Teilen der Welt keine Selbstverständlichkeit. Künstliche Intelligenz kann helfen, präzise hydrologische Modelle zu entwickeln und mit Präzisionslandwirtschaft Erträge zu …

Examples for CNN training and classification on Sentinel-2 data

Overview about state-of-the-art land-use classification from satellite data with CNNs based on an open dataset.