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Solutions and planning tools for water supply and wastewater management in prosperous regions tackling water scarcity

Innovative solutions and planning tools for safe drinking water supply and sustainable wastewater management are the focus of the TRUST project. In many prosperous regions of the world population and economic growth in combination with competing …

Fusion of hyperspectral and ground penetrating radar data to estimate soil moisture

In this contribution, we investigate the potential of hyperspectral data combined with either simulated ground penetrating radar (GPR) or simulated (sensor-like) soil-moisture data to estimate soil moisture. We propose two simulation approaches to …

Introducing a Framework of Self-Organizing Maps for Regression of Soil Moisture with Hyperspectral Data

In this paper, we introduce a framework to solve regression problems based on high-dimensional and small datasets. This framework involves two self-organizing maps (SOM) and combines unsupervised with supervised learning. We investigate the impacts …

Modeling Subsurface Soil Moisture Based on Hyperspectral Data: First Results of a Multilateral Field Campaign

Soil moisture dynamics and its spatial distribution represent important data of a landscape. Until today, a precise and spatially continuous measurement of these is difficult. Current remote sensing approaches focus on an upscaling of measured …