Articles | Volume 13, issue 4
https://doi.org/10.5194/essd-13-1737-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-13-1737-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
COSMOS-UK: national soil moisture and hydrometeorology data for environmental science research
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Emma Bennett
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
James Blake
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Eleanor Blyth
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
David Boorman
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Elizabeth Cooper
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Jonathan Evans
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Matthew Fry
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Alan Jenkins
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Ross Morrison
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Daniel Rylett
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Simon Stanley
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Magdalena Szczykulska
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Emily Trill
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Vasileios Antoniou
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Anne Askquith-Ellis
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Lucy Ball
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Milo Brooks
UK Centre for Ecology & Hydrology, Environment Centre Wales,
Bangor, Gwynedd, LL57 2UW, UK
Michael A. Clarke
UK Centre for Ecology & Hydrology, Lancaster Environment Centre,
Bailrigg, Lancaster, LA1 4AP, UK
Nicholas Cowan
UK Centre for Ecology & Hydrology, Bush Estate, Penicuik,
Midlothian, EH26 0QB, UK
Alexander Cumming
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Philip Farrand
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Olivia Hitt
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
formerly at: UK Centre for Ecology & Hydrology, Wallingford, OX10
8BB, UK
William Lord
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Peter Scarlett
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Oliver Swain
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Jenna Thornton
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
now at: UK Met Office, Cardington Airfield, Shortstown, Bedford, MK42
0SY, UK
Alan Warwick
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
Ben Winterbourn
UK Centre for Ecology & Hydrology, Wallingford, OX10 8BB, UK
now at: School of Ocean Sciences, Bangor University, Bangor, Gwynedd,
LL59 5AB, UK
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Cited
39 citations as recorded by crossref.
- Langzeitbeobachtungen des Bodenwasserhaushalts in Österreich und ihr Wert in Gegenwart und Zukunft T. Weninger et al.
- Intercomparison of Earth Observation products for hyper-resolution hydrological modelling over Europe A. García-García et al.
- Dynamic High Resolution Hydrological Status Monitoring in Real-Time: The UK Water Resources Portal L. Barker et al.
- A Unified Open-Source Metabase Design for Hydro-meteorological Data Descriptive Analysis A. Lyronis et al.
- Cosmic-Ray neutron Sensor PYthon tool (crspy 1.2.1): an open-source tool for the processing of cosmic-ray neutron and soil moisture data D. Power et al.
- Spatial-temporal variability in nitrogen use efficiency: Insights from a long-term experiment and crop simulation modeling to support site specific nitrogen management D. Clarke et al.
- A radar backscatter simulation of a forest canopy using 3D physical structures derived from LiDAR scanning V. Escobar-Ruiz et al.
- Spatiotemporal evaluation of downscaled and native high-resolution satellite soil moisture products P. Stradiotti et al.
- Comparison of Met Office regional model soil moisture with COSMOS‐UK field‐scale in situ observations E. Cooper et al.
- Testing a novel sensor design to jointly measure cosmic-ray neutrons, muons and gamma rays for non-invasive soil moisture estimation S. Gianessi et al.
- Soil moisture monitoring with cosmogenic neutrons: an asset for the development and assessment of soil moisture products in the state of Brandenburg (Germany) M. Heistermann et al.
- COSMIC-SWAMP: IoT Processing of Cosmic Ray Soil Moisture Sensors P. Stowell et al.
- A regional coupled approach to water cycle prediction during winter 2013/14 in the United Kingdom H. Lewis & S. Dadson
- Broadleaf afforestation impacts on terrestrial hydrology insignificant compared to climate change in Great Britain M. Buechel et al.
- Near real-time satellite soil moisture estimation via residual learning integrated with sensor networks S. Sengupta & H. Chu
- Combining cosmic-ray neutron sensor and fallout 137Cs to explore the connection of soil water content with soil redistribution in an agroforestry hillslope L. Gaspar et al.
- A seamless global daily 5 km soil moisture product from 1982 to 2021 using AVHRR satellite data and an attention-based deep learning model Y. Zhang et al.
- The Potsdam Soil Moisture Observatory: high-coverage reference observations at kilometer scale P. Grosse et al.
- Hydrological impact of widespread afforestation in Great Britain using a large ensemble of modelled scenarios M. Buechel et al.
- Soil moisture estimation at 1-km resolution over croplands and grasslands using sentinel-1/2 and SMOS-IC data: algorithm and validation A. Karami et al.
- Retrieval of Sub-Kilometric Relative Surface Soil Moisture With Sentinel-1 Utilizing Different Backscatter Normalization Factors W. Maslanka et al.
- Multi-scale assessment of a cosmic-ray neutron probe observation of soil moisture for surface layer applications in a mountainous forest environment J. Jeong et al.
- Potential of Thermal Neutrons to Correct Cosmic‐Ray Neutron Soil Moisture Content Measurements for Dynamic Biomass Effects J. Jakobi et al.
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al.
- Evaluating soil moisture simulations from a national-scale gridded hydrological model over Great Britain R. Lane et al.
- Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe P. Helili et al.
- Chapter 2 Engineering geological principles of groundwater M. de Freitas & J. Tellam
- Continuous meteorological surface and soil records (2004–2024) at the Met Office surface site of Cardington, UK S. Osborne et al.
- An overview of groundwater response to a changing climate in the Murray-Darling Basin, Australia: potential implications for the basin system and opportunities for management R. Doble et al.
- Detecting Ground Level Enhancements Using Soil Moisture Sensor Networks A. Hands et al.
- Stable water isotopes reveal modification of cereal water uptake strategies in agricultural co-cropping systems O. Durodola et al.
- Use of nuclear techniques in soil science: A literature review of the Brazilian contribution L. Pires et al.
- Toward Large‐Scale Soil Moisture Monitoring Using Rail‐Based Cosmic Ray Neutron Sensing D. Altdorff et al.
- Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain J. Peng et al.
- Exploring the use of thermal neutron counts to track orchard phenological development S. Al-Mashharawi et al.
- DeepProfile: An inverse fusion framework for root zone soil moisture profile estimation L. Zhu et al.
- Towards an explainable irrigation scheduling approach by predicting soil moisture and evapotranspiration via multi-target regression E. Ben Abdallah et al.
- Future increases in soil moisture drought frequency at UK monitoring sites: merging the JULES land model with observations and convection-permitting UK climate projections M. Szczykulska et al.
- SpongeScapes: Understanding the role of nature-based solutions in improving sponge functioning of landscapes – the case of regenerative agriculture N. Sah et al.
39 citations as recorded by crossref.
- Langzeitbeobachtungen des Bodenwasserhaushalts in Österreich und ihr Wert in Gegenwart und Zukunft T. Weninger et al.
- Intercomparison of Earth Observation products for hyper-resolution hydrological modelling over Europe A. García-García et al.
- Dynamic High Resolution Hydrological Status Monitoring in Real-Time: The UK Water Resources Portal L. Barker et al.
- A Unified Open-Source Metabase Design for Hydro-meteorological Data Descriptive Analysis A. Lyronis et al.
- Cosmic-Ray neutron Sensor PYthon tool (crspy 1.2.1): an open-source tool for the processing of cosmic-ray neutron and soil moisture data D. Power et al.
- Spatial-temporal variability in nitrogen use efficiency: Insights from a long-term experiment and crop simulation modeling to support site specific nitrogen management D. Clarke et al.
- A radar backscatter simulation of a forest canopy using 3D physical structures derived from LiDAR scanning V. Escobar-Ruiz et al.
- Spatiotemporal evaluation of downscaled and native high-resolution satellite soil moisture products P. Stradiotti et al.
- Comparison of Met Office regional model soil moisture with COSMOS‐UK field‐scale in situ observations E. Cooper et al.
- Testing a novel sensor design to jointly measure cosmic-ray neutrons, muons and gamma rays for non-invasive soil moisture estimation S. Gianessi et al.
- Soil moisture monitoring with cosmogenic neutrons: an asset for the development and assessment of soil moisture products in the state of Brandenburg (Germany) M. Heistermann et al.
- COSMIC-SWAMP: IoT Processing of Cosmic Ray Soil Moisture Sensors P. Stowell et al.
- A regional coupled approach to water cycle prediction during winter 2013/14 in the United Kingdom H. Lewis & S. Dadson
- Broadleaf afforestation impacts on terrestrial hydrology insignificant compared to climate change in Great Britain M. Buechel et al.
- Near real-time satellite soil moisture estimation via residual learning integrated with sensor networks S. Sengupta & H. Chu
- Combining cosmic-ray neutron sensor and fallout 137Cs to explore the connection of soil water content with soil redistribution in an agroforestry hillslope L. Gaspar et al.
- A seamless global daily 5 km soil moisture product from 1982 to 2021 using AVHRR satellite data and an attention-based deep learning model Y. Zhang et al.
- The Potsdam Soil Moisture Observatory: high-coverage reference observations at kilometer scale P. Grosse et al.
- Hydrological impact of widespread afforestation in Great Britain using a large ensemble of modelled scenarios M. Buechel et al.
- Soil moisture estimation at 1-km resolution over croplands and grasslands using sentinel-1/2 and SMOS-IC data: algorithm and validation A. Karami et al.
- Retrieval of Sub-Kilometric Relative Surface Soil Moisture With Sentinel-1 Utilizing Different Backscatter Normalization Factors W. Maslanka et al.
- Multi-scale assessment of a cosmic-ray neutron probe observation of soil moisture for surface layer applications in a mountainous forest environment J. Jeong et al.
- Potential of Thermal Neutrons to Correct Cosmic‐Ray Neutron Soil Moisture Content Measurements for Dynamic Biomass Effects J. Jakobi et al.
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al.
- Evaluating soil moisture simulations from a national-scale gridded hydrological model over Great Britain R. Lane et al.
- Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe P. Helili et al.
- Chapter 2 Engineering geological principles of groundwater M. de Freitas & J. Tellam
- Continuous meteorological surface and soil records (2004–2024) at the Met Office surface site of Cardington, UK S. Osborne et al.
- An overview of groundwater response to a changing climate in the Murray-Darling Basin, Australia: potential implications for the basin system and opportunities for management R. Doble et al.
- Detecting Ground Level Enhancements Using Soil Moisture Sensor Networks A. Hands et al.
- Stable water isotopes reveal modification of cereal water uptake strategies in agricultural co-cropping systems O. Durodola et al.
- Use of nuclear techniques in soil science: A literature review of the Brazilian contribution L. Pires et al.
- Toward Large‐Scale Soil Moisture Monitoring Using Rail‐Based Cosmic Ray Neutron Sensing D. Altdorff et al.
- Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain J. Peng et al.
- Exploring the use of thermal neutron counts to track orchard phenological development S. Al-Mashharawi et al.
- DeepProfile: An inverse fusion framework for root zone soil moisture profile estimation L. Zhu et al.
- Towards an explainable irrigation scheduling approach by predicting soil moisture and evapotranspiration via multi-target regression E. Ben Abdallah et al.
- Future increases in soil moisture drought frequency at UK monitoring sites: merging the JULES land model with observations and convection-permitting UK climate projections M. Szczykulska et al.
- SpongeScapes: Understanding the role of nature-based solutions in improving sponge functioning of landscapes – the case of regenerative agriculture N. Sah et al.
Saved (final revised paper)
Latest update: 30 Apr 2026
Short summary
COSMOS-UK is a UK network of environmental monitoring sites, with a focus on measuring field-scale soil moisture. Each site includes soil and hydrometeorological sensors providing data including air temperature, humidity, net radiation, neutron counts, snow water equivalent, and potential evaporation. These data can provide information for science, industry, and agriculture by improving existing understanding and data products in fields such as water resources, space sciences, and biodiversity.
COSMOS-UK is a UK network of environmental monitoring sites, with a focus on measuring...
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