COSMOS-Europe: a European network of cosmic-ray neutron soil moisture sensors
Climate change increases the occurrence and severity of droughts due to increasing
temperatures, altered circulation patterns, and reduced snow occurrence. While Europe has …
temperatures, altered circulation patterns, and reduced snow occurrence. While Europe has …
[HTML][HTML] Advancing Hydrology through Machine Learning: Insights, Challenges, and Future Directions Using the CAMELS, Caravan, GRDC, CHIRPS, PERSIANN …
Machine learning (ML) applications in hydrology are revolutionizing our understanding and
prediction of hydrological processes, driven by advancements in artificial intelligence and …
prediction of hydrological processes, driven by advancements in artificial intelligence and …
Fifteen years of integrated terrestrial environmental observatories (TERENO) in Germany: Functions, services, and lessons learned
The need to develop and provide integrated observation systems to better understand and
manage global and regional environmental change is one of the major challenges facing …
manage global and regional environmental change is one of the major challenges facing …
[HTML][HTML] Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning
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 …
unmanned aerial systems (UAS) is of high interest for precision agriculture and the …
[HTML][HTML] COSMOS-UK: national soil moisture and hydrometeorology data for environmental science research
The COSMOS-UK observation network has been providing field-scale soil moisture and
hydrometeorological measurements across the UK since 2013. At the time of publication a …
hydrometeorological measurements across the UK since 2013. At the time of publication a …
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 …
(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 …
challenging for state‐of‐the‐art hydrogeophysical methods. Cosmic‐ray neutron sensing …
SciKit-GStat 1.0: A SciPy flavoured geostatistical variogram estimation toolbox written in Python
M Mälicke - Geoscientific Model Development Discussions, 2021 - gmd.copernicus.org
Geostatistical methods are widely used in almost all geoscientific disciplines, ie for
interpolation, re-scaling, data assimilation or modelling. At its core geostatistics aims to …
interpolation, re-scaling, data assimilation or modelling. At its core geostatistics aims to …
15 years of Integrated Terrestrial Environmental Observatories (TERENO) in Germany: Functions, Services and Lessons Learned
The need to develop and provide integrated observation systems to better understand and
manage global and regional environmental change is one of the major challenges facing …
manage global and regional environmental change is one of the major challenges facing …
[HTML][HTML] Towards disentangling heterogeneous soil moisture patterns in cosmic-ray neutron sensor footprints
Cosmic-ray neutron sensing (CRNS) allows for non-invasive soil moisture estimations at the
field scale. The derivation of soil moisture generally relies on secondary cosmic-ray …
field scale. The derivation of soil moisture generally relies on secondary cosmic-ray …