Articles | Volume 17, issue 2
https://doi.org/10.5194/hess-17-453-2013
© Author(s) 2013. 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-17-453-2013
© Author(s) 2013. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
01 Feb 2013
Research article |
| 01 Feb 2013
A universal calibration function for determination of soil moisture with cosmic-ray neutrons
T. E. Franz
Department of Hydrology and Water Resources, University of Arizona, 1133 E James E Rogers Way, Room 122, Tucson, Arizona, 85721, USA
M. Zreda
Department of Hydrology and Water Resources, University of Arizona, 1133 E James E Rogers Way, Room 122, Tucson, Arizona, 85721, USA
R. Rosolem
Department of Hydrology and Water Resources, University of Arizona, 1133 E James E Rogers Way, Room 122, Tucson, Arizona, 85721, USA
T. P. A. Ferre
Department of Hydrology and Water Resources, University of Arizona, 1133 E James E Rogers Way, Room 122, Tucson, Arizona, 85721, USA
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80 citations as recorded by crossref.
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- Analysing Seasonal Differences between a Soil Water Balance Model and in Situ Soil Moisture Measurementsat Nine Locations Across Europe B. Kurnik et al. 10.1007/s10666-013-9377-z
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- Multiscale soil moisture estimates using static and roving cosmic-ray soil moisture sensors D. McJannet et al. 10.5194/hess-21-6049-2017
- Effects of Biomass and Soil Water Content Distribution on Cosmic Ray Neutron Probe Measurement Q. Wang et al. 10.3390/w15152766
- Accuracy and precision of the cosmic‐ray neutron sensor for soil moisture estimation at humid environments J. Iwema et al. 10.1002/hyp.14419
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- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al. 10.5194/hess-28-1999-2024
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- The COsmic-ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation J. Shuttleworth et al. 10.5194/hess-17-3205-2013
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- An assessment of the effect of horizontal soil moisture heterogeneity on the area-average measurement of cosmic-ray neutrons T. Franz et al. 10.1002/wrcr.20530
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- Inversion of reclaimed soil water content based on a combination of multi-attributes of ground penetrating radar signals Q. Cheng et al. 10.1016/j.jappgeo.2023.105019
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- Heat as a tracer to quantify processes and properties in the vadose zone: A review L. Halloran et al. 10.1016/j.earscirev.2016.06.009
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- Soil Moisture Estimation Using Cosmic-Ray Soil Moisture Sensing at Heterogeneous Farmland . Xujun Han et al. 10.1109/LGRS.2014.2314535
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- 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
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- Cosmic Ray Neutron Sensing for Simultaneous Soil Water Content and Biomass Quantification in Drought Conditions J. Jakobi et al. 10.1029/2018WR022692
- The Effect of Atmospheric Water Vapor on Neutron Count in the Cosmic-Ray Soil Moisture Observing System R. Rosolem et al. 10.1175/JHM-D-12-0120.1
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- Accuracy of the cosmic-ray soil water content probe in humid forest ecosystems: The worst case scenario H. Bogena et al. 10.1002/wrcr.20463
- An empirical vegetation correction for soil water content quantification using cosmic ray probes R. Baatz et al. 10.1002/2014WR016443
- 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
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- Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain J. Peng et al. 10.1016/j.rse.2021.112610
- Cosmic Ray Neutron Soil Moisture Estimation Using Physically Based Site‐Specific Conversion Functions M. Andreasen et al. 10.1029/2019WR026588
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- 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
- Calibration and correction procedures for cosmic‐ray neutron soil moisture probes located across Australia A. Hawdon et al. 10.1002/2013WR015138
- Integrating Invasive and Non-invasive Monitoring Sensors to Detect Field-Scale Soil Hydrological Behavior P. Nasta et al. 10.3389/frwa.2020.00026
- Monitoring soil water content at a heterogeneous oil sand reclamation site using a cosmic-ray soil moisture probe M. Sigouin et al. 10.1016/j.jhydrol.2016.10.026
- Soil Moisture and Air Humidity Dependence of the Above-Ground Cosmic-Ray Neutron Intensity M. Köhli et al. 10.3389/frwa.2020.544847
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- 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
- Combining Sentinel-2 data with an optical-trapezoid approach to infer within-field soil moisture variability and monitor agricultural production stages C. Ma et al. 10.1016/j.agwat.2022.107942
- Validation and expansion of the soil moisture index for assessing soil moisture dynamics from AMSR2 brightness temperature X. Meng et al. 10.1016/j.rse.2024.114018
- Cosmic‐ray Neutron Rover Surveys of Field Soil Moisture and the Influence of Roads M. Schrön et al. 10.1029/2017WR021719
- The assay of soil carbon with naturally occurring cosmic ray neutrons R. McTaggart 10.1016/j.jenvrad.2023.107202
- Technical Note: Revisiting the general calibration of cosmic-ray neutron sensors to estimate soil water content M. Heistermann et al. 10.5194/hess-28-989-2024
- Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods R. Baatz et al. 10.1016/j.jhydrol.2014.02.026
- Application of cosmic-ray neutron sensing to monitor soil water content in an alpine meadow ecosystem on the northern Tibetan Plateau X. Zhu et al. 10.1016/j.jhydrol.2016.02.038
- 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
- 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 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
- Observation on Soil Moisture of Irrigation Cropland by Cosmic-Ray Probe . Zhongli Zhu et al. 10.1109/LGRS.2014.2346784
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- 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
- Translating aboveground cosmic-ray neutron intensity to high-frequency soil moisture profiles at sub-kilometer scale R. Rosolem et al. 10.5194/hess-18-4363-2014
- 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
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- Soil water content in southern England derived from a cosmic‐ray soil moisture observing system – COSMOS‐UK J. Evans et al. 10.1002/hyp.10929
- Satellite Soil Moisture: Review of Theory and Applications in Water Resources P. Srivastava 10.1007/s11269-017-1722-6
- Theory and application of measuring mesoscale soil moisture by cosmic-ray fast neutron probe Q. Jiao et al. 10.1088/1755-1315/17/1/012147
- COSMOS: the COsmic-ray Soil Moisture Observing System M. Zreda et al. 10.5194/hess-16-4079-2012
77 citations as recorded by crossref.
- The Applicability of the Cosmic Ray Neutron Sensor to Simultaneously Monitor Soil Water Content and Biomass in an Acacia mearnsii Forest T. Vather et al. 10.3390/hydrology7030048
- Field scale soil water prediction based on areal soil moisture measurements using cosmic-ray neutron sensing in a karst landscape X. Li et al. 10.1016/j.jhydrol.2021.127395
- Analysing Seasonal Differences between a Soil Water Balance Model and in Situ Soil Moisture Measurementsat Nine Locations Across Europe B. Kurnik et al. 10.1007/s10666-013-9377-z
- Kozmik Işın Nötron Sayacı ile Ölçülen Toprak Neminin Hidrolojik Modellerde Kullanımı M. DUYGU & Z. AKYÜREK 10.18400/tekderg.986949
- Simultaneous soil moisture and properties estimation for a drip irrigated field by assimilating cosmic-ray neutron intensity X. Han et al. 10.1016/j.jhydrol.2016.05.050
- Multiscale soil moisture estimates using static and roving cosmic-ray soil moisture sensors D. McJannet et al. 10.5194/hess-21-6049-2017
- Effects of Biomass and Soil Water Content Distribution on Cosmic Ray Neutron Probe Measurement Q. Wang et al. 10.3390/w15152766
- Accuracy and precision of the cosmic‐ray neutron sensor for soil moisture estimation at humid environments J. Iwema et al. 10.1002/hyp.14419
- Soil water content determination with cosmic-ray neutron sensor: Correcting aboveground hydrogen effects with thermal/fast neutron ratio Z. Tian et al. 10.1016/j.jhydrol.2016.07.004
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al. 10.5194/hess-28-1999-2024
- Assessment of neutrons from secondary cosmic rays at mountain altitudes – Geant4 simulations of environmental parameters including soil moisture and snow cover T. Brall et al. 10.5194/tc-15-4769-2021
- A scaling approach for the assessment of biomass changes and rainfall interception using cosmic-ray neutron sensing G. Baroni & S. Oswald 10.1016/j.jhydrol.2015.03.053
- COSMOS-UK: national soil moisture and hydrometeorology data for environmental science research H. Cooper et al. 10.5194/essd-13-1737-2021
- Correction of systematic model forcing bias of CLM using assimilation of cosmic-ray Neutrons and land surface temperature: a study in the Heihe Catchment, China X. Han et al. 10.5194/hess-19-615-2015
- The COsmic-ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation J. Shuttleworth et al. 10.5194/hess-17-3205-2013
- 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
- Dynamic Neural Network Modelling of Soil Moisture Content for Predictive Irrigation Scheduling O. Adeyemi et al. 10.3390/s18103408
- Designing a suite of measurements to understand the critical zone S. Brantley et al. 10.5194/esurf-4-211-2016
- Emerging methods for noninvasive sensing of soil moisture dynamics from field to catchment scale: a review H. Bogena et al. 10.1002/wat2.1097
- Use of cosmic-ray neutron sensors for soil moisture monitoring in forests I. Heidbüchel et al. 10.5194/hess-20-1269-2016
- Mapping soil moisture with the OPtical TRApezoid Model (OPTRAM) based on long-term MODIS observations E. Babaeian et al. 10.1016/j.rse.2018.04.029
- State of the Art in Large-Scale Soil Moisture Monitoring T. Ochsner et al. 10.2136/sssaj2013.03.0093
- An assessment of the effect of horizontal soil moisture heterogeneity on the area-average measurement of cosmic-ray neutrons T. Franz et al. 10.1002/wrcr.20530
- Modeling cosmic ray neutron field measurements M. Andreasen et al. 10.1002/2015WR018236
- Inversion of reclaimed soil water content based on a combination of multi-attributes of ground penetrating radar signals Q. Cheng et al. 10.1016/j.jappgeo.2023.105019
- Calibration and Validation of the COSMOS Rover for Surface Soil Moisture Measurement J. Dong et al. 10.2136/vzj2013.08.0148
- Heat as a tracer to quantify processes and properties in the vadose zone: A review L. Halloran et al. 10.1016/j.earscirev.2016.06.009
- DRYP 1.0: a parsimonious hydrological model of DRYland Partitioning of the water balance E. Quichimbo et al. 10.5194/gmd-14-6893-2021
- Footprint characteristics revised for field‐scale soil moisture monitoring with cosmic‐ray neutrons M. Köhli et al. 10.1002/2015WR017169
- Combining Cosmic-Ray Neutron and Capacitance Sensors and Fuzzy Inference to Spatially Quantify Soil Moisture Distribution A. Almeida et al. 10.1109/JSEN.2014.2345376
- Soil Moisture Estimation Using Cosmic-Ray Soil Moisture Sensing at Heterogeneous Farmland . Xujun Han et al. 10.1109/LGRS.2014.2314535
- 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
- Estimating snow water equivalent using cosmic‐ray neutron sensors from the COSMOS‐UK network J. Wallbank et al. 10.1002/hyp.14048
- 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
- Early‐Time GPR: A Method to Monitor Spatial Variations in Soil Water Content during Irrigation in Clay Soils J. Algeo et al. 10.2136/vzj2016.03.0026
- 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
- URANOS v1.0 – the Ultra Rapid Adaptable Neutron-Only Simulation for Environmental Research M. Köhli et al. 10.5194/gmd-16-449-2023
- Comparison of Met Office regional model soil moisture with COSMOS‐UK field‐scale in situ observations E. Cooper et al. 10.1002/asl.1236
- Cosmic Ray Neutron Sensing for Simultaneous Soil Water Content and Biomass Quantification in Drought Conditions J. Jakobi et al. 10.1029/2018WR022692
- The Effect of Atmospheric Water Vapor on Neutron Count in the Cosmic-Ray Soil Moisture Observing System R. Rosolem et al. 10.1175/JHM-D-12-0120.1
- Investigating temporal field sampling strategies for site-specific calibration of three soil moisture–neutron intensity parameterisation methods J. Iwema et al. 10.5194/hess-19-3203-2015
- Accuracy of the cosmic-ray soil water content probe in humid forest ecosystems: The worst case scenario H. Bogena et al. 10.1002/wrcr.20463
- An empirical vegetation correction for soil water content quantification using cosmic ray probes R. Baatz et al. 10.1002/2014WR016443
- 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
- Can Drip Irrigation be Scheduled with Cosmic‐Ray Neutron Sensing? D. Li et al. 10.2136/vzj2019.05.0053
- Spatial feature analysis of a cosmic-ray sensor for measuring the soil water content: Comparison of four weighting methods J. Cai et al. 10.1016/j.pce.2018.02.001
- A fine-resolution soil moisture dataset for China in 2002–2018 X. Meng et al. 10.5194/essd-13-3239-2021
- Construction and estimation of soil moisture site with FDR and COSMIC-ray (SM-FC) sensors for calibration/validation of satellite-based and COSMIC-ray soil moisture products in Sungkyunkwan university, South Korea H. Kim et al. 10.3741/JKWRA.2016.49.2.133
- Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain J. Peng et al. 10.1016/j.rse.2021.112610
- Cosmic Ray Neutron Soil Moisture Estimation Using Physically Based Site‐Specific Conversion Functions M. Andreasen et al. 10.1029/2019WR026588
- Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network C. Briciu-Burghina et al. 10.3390/s22030987
- 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
- Calibration and correction procedures for cosmic‐ray neutron soil moisture probes located across Australia A. Hawdon et al. 10.1002/2013WR015138
- Integrating Invasive and Non-invasive Monitoring Sensors to Detect Field-Scale Soil Hydrological Behavior P. Nasta et al. 10.3389/frwa.2020.00026
- Monitoring soil water content at a heterogeneous oil sand reclamation site using a cosmic-ray soil moisture probe M. Sigouin et al. 10.1016/j.jhydrol.2016.10.026
- Soil Moisture and Air Humidity Dependence of the Above-Ground Cosmic-Ray Neutron Intensity M. Köhli et al. 10.3389/frwa.2020.544847
- 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
- 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
- Combining Sentinel-2 data with an optical-trapezoid approach to infer within-field soil moisture variability and monitor agricultural production stages C. Ma et al. 10.1016/j.agwat.2022.107942
- Validation and expansion of the soil moisture index for assessing soil moisture dynamics from AMSR2 brightness temperature X. Meng et al. 10.1016/j.rse.2024.114018
- Cosmic‐ray Neutron Rover Surveys of Field Soil Moisture and the Influence of Roads M. Schrön et al. 10.1029/2017WR021719
- The assay of soil carbon with naturally occurring cosmic ray neutrons R. McTaggart 10.1016/j.jenvrad.2023.107202
- Technical Note: Revisiting the general calibration of cosmic-ray neutron sensors to estimate soil water content M. Heistermann et al. 10.5194/hess-28-989-2024
- Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods R. Baatz et al. 10.1016/j.jhydrol.2014.02.026
- Application of cosmic-ray neutron sensing to monitor soil water content in an alpine meadow ecosystem on the northern Tibetan Plateau X. Zhu et al. 10.1016/j.jhydrol.2016.02.038
- 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
- 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 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
- Observation on Soil Moisture of Irrigation Cropland by Cosmic-Ray Probe . Zhongli Zhu et al. 10.1109/LGRS.2014.2346784
- Integrated GPR and laboratory water content measures of sandy soils: From laboratory to field scale M. Ercoli et al. 10.1016/j.conbuildmat.2017.11.082
- 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
- Translating aboveground cosmic-ray neutron intensity to high-frequency soil moisture profiles at sub-kilometer scale R. Rosolem et al. 10.5194/hess-18-4363-2014
- 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
- 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
- Towards disentangling heterogeneous soil moisture patterns in cosmic-ray neutron sensor footprints D. Rasche et al. 10.5194/hess-25-6547-2021
- Soil water content in southern England derived from a cosmic‐ray soil moisture observing system – COSMOS‐UK J. Evans et al. 10.1002/hyp.10929
3 citations as recorded by crossref.
- Satellite Soil Moisture: Review of Theory and Applications in Water Resources P. Srivastava 10.1007/s11269-017-1722-6
- Theory and application of measuring mesoscale soil moisture by cosmic-ray fast neutron probe Q. Jiao et al. 10.1088/1755-1315/17/1/012147
- COSMOS: the COsmic-ray Soil Moisture Observing System M. Zreda et al. 10.5194/hess-16-4079-2012
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