Linking remote sensing and geodiversity and their traits relevant to biodiversity—Part I: soil characteristics

A Lausch, J Baade, L Bannehr, E Borg, J Bumberger… - Remote sensing, 2019 - mdpi.com
In the face of rapid global change it is imperative to preserve geodiversity for the overall
conservation of biodiversity. Geodiversity is important for understanding complex …

[HTML][HTML] Comprehensive quality assessment of satellite-and model-based soil moisture products against the COSMOS network in Germany

T Schmidt, M Schrön, Z Li, T Francke… - Remote Sensing of …, 2024 - Elsevier
Critical to the reliable application of gridded soil moisture products is a thorough assessment
of their quality at spatially compatible scales. While previous studies have attempted to …

[HTML][HTML] High-resolution fully coupled atmospheric–hydrological modeling: a cross-compartment regional water and energy cycle evaluation

B Fersch, A Senatore, B Adler, J Arnault… - Hydrology and Earth …, 2020 - hess.copernicus.org
The land surface and the atmospheric boundary layer are closely intertwined with respect to
the exchange of water, trace gases, and energy. Nonlinear feedback and scale-dependent …

[HTML][HTML] Machine learning to estimate surface roughness from satellite images

A Singh, K Gaurav, AK Rai, Z Beg - Remote Sensing, 2021 - mdpi.com
We apply the Support Vector Regression (SVR) machine learning model to estimate surface
roughness on a large alluvial fan of the Kosi River in the Himalayan Foreland from satellite …

A dense network of cosmic-ray neutron sensors for soil moisture observation in a pre-alpine headwater catchment in Germany

B Fersch, T Francke, M Heistermann… - Earth System …, 2020 - essd.copernicus.org
Monitoring soil moisture is still a challenge: it varies strongly in space and time and at
various scales while well established sensors typically suffer from a small spatial support …

[HTML][HTML] Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning

V Döpper, AD Rocha, K Berger, T Gränzig… - International Journal of …, 2022 - Elsevier
The monitoring of soil moisture content (SMC) at very high spatial resolution (< 10 m) using
unmanned aerial systems (UAS) is of high interest for precision agriculture and the …

Error estimation for soil moisture measurements with cosmic ray neutron sensing and implications for rover surveys

J Jakobi, JA Huisman, M Schrön, J Fiedler, C Brogi… - Frontiers in …, 2020 - frontiersin.org
Cosmic ray neutron (CRN) sensing allows for non-invasive soil moisture measurements at
the field scale and relies on the inverse correlation between aboveground measured …

Toward large‐scale soil moisture monitoring using rail‐based cosmic ray neutron sensing

D Altdorff, SE Oswald, S Zacharias… - Water Resources …, 2023 - Wiley Online Library
Cosmic ray neutron sensing (CRNS) has become a promising method for soil water content
(SWC) monitoring. Stationary CRNS offers hectare‐scale average SWC measurements at …

Neutrons on rails: Transregional monitoring of soil moisture and snow water equivalent

M Schrön, SE Oswald, S Zacharias… - Geophysical …, 2021 - Wiley Online Library
Large‐scale measurements of the spatial distribution of water content in soils and snow are
challenging for state‐of‐the‐art hydrogeophysical methods. Cosmic‐ray neutron sensing …

Incoming neutron flux corrections for cosmic‐ray soil and snow sensors using the global neutron monitor network

DL McJannet, D Desilets - Water Resources Research, 2023 - Wiley Online Library
Cosmic‐ray neutron sensors (CRNS) have been used in many studies for measuring soil
moisture and snow pack over intermediate scales. Corrections for barometric pressure and …