Articles | Volume 20, issue 3
https://doi.org/10.5194/hess-20-1269-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-20-1269-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Use of cosmic-ray neutron sensors for soil moisture monitoring in forests
Ingo Heidbüchel
CORRESPONDING AUTHOR
GFZ German Research Centre for Geosciences, Potsdam, Germany
Andreas Güntner
GFZ German Research Centre for Geosciences, Potsdam, Germany
Theresa Blume
GFZ German Research Centre for Geosciences, Potsdam, Germany
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59 citations as recorded by crossref.
- Catchment water storage variation with elevation M. Staudinger et al. 10.1002/hyp.11158
- Combining static and portable Cosmic ray neutron sensor data to assess catchment scale heterogeneity in soil water storage and their integrated role in catchment runoff response K. Dimitrova-Petrova et al. 10.1016/j.jhydrol.2021.126659
- Application of temporal stability analysis in depth-scaling estimated soil water content by cosmic-ray neutron probe on the northern Tibetan Plateau X. Zhu et al. 10.1016/j.jhydrol.2017.01.019
- Effects of Biomass and Soil Water Content Distribution on Cosmic Ray Neutron Probe Measurement Q. Wang et al. 10.3390/w15152766
- Mesoscale soil moisture survey by mobile cosmic-ray neutron sensor across various landscapes in the Heihe River Basin S. Wu et al. 10.1016/j.rcar.2024.01.001
- A dense network of cosmic-ray neutron sensors for soil moisture observation in a highly instrumented pre-Alpine headwater catchment in Germany B. Fersch et al. 10.5194/essd-12-2289-2020
- Comment on ‘Examining the variation of soil moisture from cosmic-ray neutron probes footprint: experimental results from a COSMOS-UK site’ by Howells, O.D., Petropoulos, G.P., et al., Environ Earth Sci 82, 41 (2023) L. Scheiffele et al. 10.1007/s12665-023-11186-6
- Sensing Area‐Average Snow Water Equivalent with Cosmic‐Ray Neutrons: The Influence of Fractional Snow Cover P. Schattan et al. 10.1029/2019WR025647
- Soil Moisture and Air Humidity Dependence of the Above-Ground Cosmic-Ray Neutron Intensity M. Köhli et al. 10.3389/frwa.2020.544847
- 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. 10.5194/gmd-14-7287-2021
- SoilTAG: Fine-Grained Soil Moisture Sensing Through Chipless Tags W. Jiao et al. 10.1109/TMC.2023.3253135
- Evaluation of Backscattering Models and Support Vector Machine for the Retrieval of Bare Soil Moisture from Sentinel-1 Data J. Ezzahar et al. 10.3390/rs12010072
- COSMOS-UK: national soil moisture and hydrometeorology data for environmental science research H. Cooper et al. 10.5194/essd-13-1737-2021
- Employing NDVI as vegetation correction variable to improve soil moisture measurements of mobile cosmic-ray neutron sensor near the Qilian Mountains S. Wu et al. 10.1016/j.geoderma.2023.116764
- Agricultural Cyber-Physical System: In-Situ Soil Moisture and Salinity Estimation by Dielectric Mixing G. Pandey et al. 10.1109/ACCESS.2018.2862634
- Improving calibration and validation of cosmic-ray neutron sensors in the light of spatial sensitivity M. Schrön et al. 10.5194/hess-21-5009-2017
- 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. 10.1016/j.agrformet.2024.110155
- Cosmic Ray Neutron Sensing for Simultaneous Soil Water Content and Biomass Quantification in Drought Conditions J. Jakobi et al. 10.1029/2018WR022692
- A Novel Lithium Foil Cosmic-Ray Neutron Detector for Measuring Field-Scale Soil Moisture A. Patrignani et al. 10.3389/frwa.2021.673185
- Your work is my boundary condition! M. Staudinger et al. 10.1016/j.jhydrol.2019.01.058
- Cosmic-ray neutron transport at a forest field site: the sensitivity to various environmental conditions with focus on biomass and canopy interception M. Andreasen et al. 10.5194/hess-21-1875-2017
- Extension of cosmic-ray neutron probe measurement depth for improving field scale root-zone soil moisture estimation by coupling with representative in-situ sensors H. Nguyen et al. 10.1016/j.jhydrol.2019.02.018
- Opportunities and challenges in using catchment-scale storage estimates from cosmic ray neutron sensors for rainfall-runoff modelling K. Dimitrova-Petrova et al. 10.1016/j.jhydrol.2020.124878
- Investigating the Potential of Cosmic-Ray Neutron Sensing for Estimating Soil Water Content in Farmland and Mountainous Areas Y. Jiang et al. 10.3390/w15081500
- A Review of Root Zone Soil Moisture Estimation Methods Based on Remote Sensing M. Li et al. 10.3390/rs15225361
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- Dynamic groundwater recharge simulations based on cosmic‐ray neutron sensing in a tropical wet experimental basin L. Barbosa et al. 10.1002/vzj2.20145
- Status and Perspectives on the Cosmic‐Ray Neutron Method for Soil Moisture Estimation and Other Environmental Science Applications M. Andreasen et al. 10.2136/vzj2017.04.0086
- Correction efficiency and error characteristics for cosmic-ray soil moisture on mountainous terrain J. Jeong et al. 10.1016/j.jhydrol.2021.126657
- Soil moisture observation in a forested headwater catchment: combining a dense cosmic-ray neutron sensor network with roving and hydrogravimetry at the TERENO site Wüstebach M. Heistermann et al. 10.5194/essd-14-2501-2022
- 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. 10.5194/gi-13-9-2024
- Application and accuracy of cosmic-ray neutron probes in three soil textures on the Loess Plateau, China Q. Wang et al. 10.1016/j.jhydrol.2018.11.073
- Can Drip Irrigation be Scheduled with Cosmic‐Ray Neutron Sensing? D. Li et al. 10.2136/vzj2019.05.0053
- Footprint radius of a cosmic-ray neutron probe for measuring soil-water content and its spatiotemporal variability in an alpine meadow ecosystem X. Zhu et al. 10.1016/j.jhydrol.2018.01.022
- Multi-method soil moisture monitoring at two temperate forest stands in Germany J. Fäth & C. Kneisel 10.1007/s42452-024-06262-w
- A review of soil moisture observation studies in the hydrological cycle in lands I. KAIHOTSU 10.5917/jagh.60.263
- URANOS v1.0 – the Ultra Rapid Adaptable Neutron-Only Simulation for Environmental Research M. Köhli et al. 10.5194/gmd-16-449-2023
- Mesoscale soil moisture measurements along the rover route using the mobile cosmic-ray neutron sensing in the eastern Tibetan Plateau Y. Zhang et al. 10.1016/j.geoderma.2024.117046
- Integrating Invasive and Non-invasive Monitoring Sensors to Detect Field-Scale Soil Hydrological Behavior P. Nasta et al. 10.3389/frwa.2020.00026
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- Evaluation of the soil water content of two managed ecosystems using cosmic‐ray neutron sensing on China's Loess Plateau C. Liu et al. 10.1111/ejss.13339
- Continuous monitoring of snowpack dynamics in alpine terrain by aboveground neutron sensing P. Schattan et al. 10.1002/2016WR020234
- Comparison of Soil Water Estimates From Cosmic-Ray Neutron and Capacity Sensors in a Semi-arid Pine Forest: Which Is Able to Better Assess the Role of Environmental Conditions and Thinning? M. González-Sanchis et al. 10.3389/frwa.2020.552508
- Incorporation of globally available datasets into the roving cosmic-ray neutron probe method for estimating field-scale soil water content W. Avery et al. 10.5194/hess-20-3859-2016
- Soil Moisture for Hydrological Applications: Open Questions and New Opportunities L. Brocca et al. 10.3390/w9020140
- Uncertainty, sensitivity and improvements in soil moisture estimation with cosmic-ray neutron sensing G. Baroni et al. 10.1016/j.jhydrol.2018.07.053
- Optimal Temporal Filtering of the Cosmic-Ray Neutron Signal to Reduce Soil Moisture Uncertainty P. Davies et al. 10.3390/s22239143
- Cosmic‐ray Neutron Rover Surveys of Field Soil Moisture and the Influence of Roads M. Schrön et al. 10.1029/2017WR021719
- Effect of Biomass Water Dynamics in Cosmic-Ray Neutron Sensor Observations: A Long-Term Analysis of Maize–Soybean Rotation in Nebraska T. Morris et al. 10.3390/s24134094
- Advances in Surveying Topographically Complex Ecosystems with UAVs: Manta Ray Foraging Algorithms S. Yang et al. 10.3390/drones8110631
- Signal contribution of distant areas to cosmic-ray neutron sensors – implications for footprint and sensitivity M. Schrön et al. 10.5194/hess-27-723-2023
- Evaluation of the soil water content using cosmic-ray neutron probe in a heterogeneous monsoon climate-dominated region H. Nguyen et al. 10.1016/j.advwatres.2017.07.020
- Towards disentangling heterogeneous soil moisture patterns in cosmic-ray neutron sensor footprints D. Rasche et al. 10.5194/hess-25-6547-2021
- A change in perspective: downhole cosmic-ray neutron sensing for the estimation of soil moisture D. Rasche et al. 10.5194/hess-27-3059-2023
- A profile shape correction to reduce the vertical sensitivity of cosmic‐ray neutron sensing of soil moisture L. Scheiffele et al. 10.1002/vzj2.20083
- Variability of hydrogen sources within nominally anhydrous soil across a desert-oasis ecoregion, Northwest China S. Wang et al. 10.1016/j.catena.2024.108187
- Depth extrapolation of field-scale soil moisture time series derived with cosmic-ray neutron sensing (CRNS) using the soil moisture analytical relationship (SMAR) model D. Rasche et al. 10.5194/soil-10-655-2024
- Applicability of cosmic-ray neutron sensor for measuring soil moisture at the agricultural-pastoral ecotone in northwest China X. Tan et al. 10.1007/s11430-020-9650-2
- A study of field-scale soil moisture variability using the COsmic-ray Soil Moisture Observing System (COSMOS) at IITM Pune site M. Mujumdar et al. 10.1016/j.jhydrol.2021.126102
1 citations as recorded by crossref.
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Short summary
Cosmic-ray neutron sensors bridge the gap between point-scale measurements of soil moisture and remote sensing applications. We tested four distinct methods to calibrate the sensor in a temperate forest environment using different soil moisture weighting approaches. While the variable leaf biomass of the deciduous trees had no significant influence on the calibration, it proved necessary to modify the standard calibration method to achieve the best sensor performance.
Cosmic-ray neutron sensors bridge the gap between point-scale measurements of soil moisture and...