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.
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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Cited
87 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.
- Field scale soil water prediction based on areal soil moisture measurements using cosmic-ray neutron sensing in a karst landscape X. Li et al.
- Analysing Seasonal Differences between a Soil Water Balance Model and in Situ Soil Moisture Measurementsat Nine Locations Across Europe B. Kurnik et al.
- Kozmik Işın Nötron Sayacı ile Ölçülen Toprak Neminin Hidrolojik Modellerde Kullanımı M. DUYGU & Z. AKYÜREK
- Simultaneous soil moisture and properties estimation for a drip irrigated field by assimilating cosmic-ray neutron intensity X. Han et al.
- Soil moisture measurements by Cosmic-Ray neutron sensing: A critical review M. Köhli
- Multiscale soil moisture estimates using static and roving cosmic-ray soil moisture sensors D. McJannet et al.
- Effects of Biomass and Soil Water Content Distribution on Cosmic Ray Neutron Probe Measurement Q. Wang et al.
- Accuracy and precision of the cosmic‐ray neutron sensor for soil moisture estimation at humid environments J. Iwema et al.
- Soil water content determination with cosmic-ray neutron sensor: Correcting aboveground hydrogen effects with thermal/fast neutron ratio Z. Tian et al.
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al.
- Application of DSSAT model to evaluate the effects of tillage methods on soil water balance during drought period A. Irkiso et al.
- 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.
- A scaling approach for the assessment of biomass changes and rainfall interception using cosmic-ray neutron sensing G. Baroni & S. Oswald
- COSMOS-UK: national soil moisture and hydrometeorology data for environmental science research H. Cooper et al.
- 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.
- The COsmic-ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation J. Shuttleworth et al.
- Evaluation of the soil water content of two managed ecosystems using cosmic‐ray neutron sensing on China's Loess Plateau C. Liu et al.
- Dynamic Neural Network Modelling of Soil Moisture Content for Predictive Irrigation Scheduling O. Adeyemi et al.
- Designing a suite of measurements to understand the critical zone S. Brantley et al.
- Emerging methods for noninvasive sensing of soil moisture dynamics from field to catchment scale: a review H. Bogena et al.
- Use of cosmic-ray neutron sensors for soil moisture monitoring in forests I. Heidbüchel et al.
- Mapping soil moisture with the OPtical TRApezoid Model (OPTRAM) based on long-term MODIS observations E. Babaeian et al.
- State of the Art in Large-Scale Soil Moisture Monitoring T. Ochsner et al.
- An assessment of the effect of horizontal soil moisture heterogeneity on the area-average measurement of cosmic-ray neutrons T. Franz et al.
- Modeling cosmic ray neutron field measurements M. Andreasen et al.
- Inversion of reclaimed soil water content based on a combination of multi-attributes of ground penetrating radar signals Q. Cheng et al.
- Calibration and Validation of the COSMOS Rover for Surface Soil Moisture Measurement J. Dong et al.
- Heat as a tracer to quantify processes and properties in the vadose zone: A review L. Halloran et al.
- DRYP 1.0: a parsimonious hydrological model of DRYland Partitioning of the water balance E. Quichimbo et al.
- Footprint characteristics revised for field‐scale soil moisture monitoring with cosmic‐ray neutrons M. Köhli et al.
- Nondestructive testing of grain moisture content and bulk density by microwave reflection quadrature mixing C. Li et al.
- Influence of snow spatial variability on cosmic ray neutron snow water equivalent (SWE): case study in a northern prairie H. Kim et al.
- Combining Cosmic-Ray Neutron and Capacitance Sensors and Fuzzy Inference to Spatially Quantify Soil Moisture Distribution A. Almeida et al.
- Soil Moisture Estimation Using Cosmic-Ray Soil Moisture Sensing at Heterogeneous Farmland . Xujun Han et al.
- 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.
- Estimating snow water equivalent using cosmic‐ray neutron sensors from the COSMOS‐UK network J. Wallbank et al.
- Opportunities and challenges in using catchment-scale storage estimates from cosmic ray neutron sensors for rainfall-runoff modelling K. Dimitrova-Petrova et al.
- Early‐Time GPR: A Method to Monitor Spatial Variations in Soil Water Content during Irrigation in Clay Soils J. Algeo et al.
- Evaluation of the soil water content using cosmic-ray neutron probe in a heterogeneous monsoon climate-dominated region H. Nguyen et al.
- URANOS v1.0 – the Ultra Rapid Adaptable Neutron-Only Simulation for Environmental Research M. Köhli et al.
- Comparison of Met Office regional model soil moisture with COSMOS‐UK field‐scale in situ observations E. Cooper et al.
- Cosmic Ray Neutron Sensing for Simultaneous Soil Water Content and Biomass Quantification in Drought Conditions J. Jakobi et al.
- The Effect of Atmospheric Water Vapor on Neutron Count in the Cosmic-Ray Soil Moisture Observing System R. Rosolem et al.
- Investigating temporal field sampling strategies for site-specific calibration of three soil moisture–neutron intensity parameterisation methods J. Iwema et al.
- Accuracy of the cosmic-ray soil water content probe in humid forest ecosystems: The worst case scenario H. Bogena et al.
- An empirical vegetation correction for soil water content quantification using cosmic ray probes R. Baatz et al.
- Status and Perspectives on the Cosmic‐Ray Neutron Method for Soil Moisture Estimation and Other Environmental Science Applications M. Andreasen et al.
- Can Drip Irrigation be Scheduled with Cosmic‐Ray Neutron Sensing? D. Li et al.
- Effects of microclimate on soil moisture distribution in complex topography at the small watershed scale in the Anning River Region, Southwest China Y. Lu et al.
- Spatial feature analysis of a cosmic-ray sensor for measuring the soil water content: Comparison of four weighting methods J. Cai et al.
- A fine-resolution soil moisture dataset for China in 2002–2018 X. Meng et al.
- 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.
- Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain J. Peng et al.
- Cosmic Ray Neutron Soil Moisture Estimation Using Physically Based Site‐Specific Conversion Functions M. Andreasen et al.
- Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network C. Briciu-Burghina et al.
- Application and accuracy of cosmic-ray neutron probes in three soil textures on the Loess Plateau, China Q. Wang et al.
- Integrating Proximal Gamma Ray and Cosmic Ray Neutron Sensors to Assess Soil Moisture Dynamics in an Agricultural Field in Spain L. Gaspar et al.
- Improved representation of soil moisture processes through incorporation of cosmic-ray neutron count measurements in a large-scale hydrologic model E. Fatima et al.
- Calibration and correction procedures for cosmic‐ray neutron soil moisture probes located across Australia A. Hawdon et al.
- Integrating Invasive and Non-invasive Monitoring Sensors to Detect Field-Scale Soil Hydrological Behavior P. Nasta et al.
- Monitoring soil water content at a heterogeneous oil sand reclamation site using a cosmic-ray soil moisture probe M. Sigouin et al.
- Soil Moisture and Air Humidity Dependence of the Above-Ground Cosmic-Ray Neutron Intensity M. Köhli et al.
- 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.
- 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.
- Cosmic-Ray Neutron Sensor Backpack for Assessing Spatial and Temporal Variations in Soil Water Content in an Agroforestry System in Northern Spain L. Gaspar et al.
- Non-destructive detection of soil volumetric water content in reclaimed soils in an opencast coal mine using hyperbolic reflection in GPR images T. Ye et al.
- 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.
- Validation and expansion of the soil moisture index for assessing soil moisture dynamics from AMSR2 brightness temperature X. Meng et al.
- Cosmic‐ray Neutron Rover Surveys of Field Soil Moisture and the Influence of Roads M. Schrön et al.
- The assay of soil carbon with naturally occurring cosmic ray neutrons R. McTaggart
- Technical Note: Revisiting the general calibration of cosmic-ray neutron sensors to estimate soil water content M. Heistermann et al.
- Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods R. Baatz et al.
- 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.
- Applicability of cosmic-ray neutron sensor for measuring soil moisture at the agricultural-pastoral ecotone in northwest China X. Tan et al.
- Mesoscale soil moisture survey by mobile cosmic-ray neutron sensor across various landscapes in the Heihe River Basin S. Wu et al.
- 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.
- Observation on Soil Moisture of Irrigation Cropland by Cosmic-Ray Probe . Zhongli Zhu et al.
- Integrated GPR and laboratory water content measures of sandy soils: From laboratory to field scale M. Ercoli et al.
- A profile shape correction to reduce the vertical sensitivity of cosmic‐ray neutron sensing of soil moisture L. Scheiffele et al.
- Translating aboveground cosmic-ray neutron intensity to high-frequency soil moisture profiles at sub-kilometer scale R. Rosolem et al.
- Variability of hydrogen sources within nominally anhydrous soil across a desert-oasis ecoregion, Northwest China S. Wang et al.
- 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.
- A new approach for joint assimilation of cosmic-ray neutron soil moisture and groundwater level data into an integrated terrestrial model F. Li et al.
- A change in perspective: downhole cosmic-ray neutron sensing for the estimation of soil moisture D. Rasche et al.
- Towards disentangling heterogeneous soil moisture patterns in cosmic-ray neutron sensor footprints D. Rasche et al.
- Soil water content in southern England derived from a cosmic‐ray soil moisture observing system – COSMOS‐UK J. Evans et al.
87 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.
- Field scale soil water prediction based on areal soil moisture measurements using cosmic-ray neutron sensing in a karst landscape X. Li et al.
- Analysing Seasonal Differences between a Soil Water Balance Model and in Situ Soil Moisture Measurementsat Nine Locations Across Europe B. Kurnik et al.
- Kozmik Işın Nötron Sayacı ile Ölçülen Toprak Neminin Hidrolojik Modellerde Kullanımı M. DUYGU & Z. AKYÜREK
- Simultaneous soil moisture and properties estimation for a drip irrigated field by assimilating cosmic-ray neutron intensity X. Han et al.
- Soil moisture measurements by Cosmic-Ray neutron sensing: A critical review M. Köhli
- Multiscale soil moisture estimates using static and roving cosmic-ray soil moisture sensors D. McJannet et al.
- Effects of Biomass and Soil Water Content Distribution on Cosmic Ray Neutron Probe Measurement Q. Wang et al.
- Accuracy and precision of the cosmic‐ray neutron sensor for soil moisture estimation at humid environments J. Iwema et al.
- Soil water content determination with cosmic-ray neutron sensor: Correcting aboveground hydrogen effects with thermal/fast neutron ratio Z. Tian et al.
- Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe Y. Zheng et al.
- Application of DSSAT model to evaluate the effects of tillage methods on soil water balance during drought period A. Irkiso et al.
- 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.
- A scaling approach for the assessment of biomass changes and rainfall interception using cosmic-ray neutron sensing G. Baroni & S. Oswald
- COSMOS-UK: national soil moisture and hydrometeorology data for environmental science research H. Cooper et al.
- 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.
- The COsmic-ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation J. Shuttleworth et al.
- Evaluation of the soil water content of two managed ecosystems using cosmic‐ray neutron sensing on China's Loess Plateau C. Liu et al.
- Dynamic Neural Network Modelling of Soil Moisture Content for Predictive Irrigation Scheduling O. Adeyemi et al.
- Designing a suite of measurements to understand the critical zone S. Brantley et al.
- Emerging methods for noninvasive sensing of soil moisture dynamics from field to catchment scale: a review H. Bogena et al.
- Use of cosmic-ray neutron sensors for soil moisture monitoring in forests I. Heidbüchel et al.
- Mapping soil moisture with the OPtical TRApezoid Model (OPTRAM) based on long-term MODIS observations E. Babaeian et al.
- State of the Art in Large-Scale Soil Moisture Monitoring T. Ochsner et al.
- An assessment of the effect of horizontal soil moisture heterogeneity on the area-average measurement of cosmic-ray neutrons T. Franz et al.
- Modeling cosmic ray neutron field measurements M. Andreasen et al.
- Inversion of reclaimed soil water content based on a combination of multi-attributes of ground penetrating radar signals Q. Cheng et al.
- Calibration and Validation of the COSMOS Rover for Surface Soil Moisture Measurement J. Dong et al.
- Heat as a tracer to quantify processes and properties in the vadose zone: A review L. Halloran et al.
- DRYP 1.0: a parsimonious hydrological model of DRYland Partitioning of the water balance E. Quichimbo et al.
- Footprint characteristics revised for field‐scale soil moisture monitoring with cosmic‐ray neutrons M. Köhli et al.
- Nondestructive testing of grain moisture content and bulk density by microwave reflection quadrature mixing C. Li et al.
- Influence of snow spatial variability on cosmic ray neutron snow water equivalent (SWE): case study in a northern prairie H. Kim et al.
- Combining Cosmic-Ray Neutron and Capacitance Sensors and Fuzzy Inference to Spatially Quantify Soil Moisture Distribution A. Almeida et al.
- Soil Moisture Estimation Using Cosmic-Ray Soil Moisture Sensing at Heterogeneous Farmland . Xujun Han et al.
- 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.
- Estimating snow water equivalent using cosmic‐ray neutron sensors from the COSMOS‐UK network J. Wallbank et al.
- Opportunities and challenges in using catchment-scale storage estimates from cosmic ray neutron sensors for rainfall-runoff modelling K. Dimitrova-Petrova et al.
- Early‐Time GPR: A Method to Monitor Spatial Variations in Soil Water Content during Irrigation in Clay Soils J. Algeo et al.
- Evaluation of the soil water content using cosmic-ray neutron probe in a heterogeneous monsoon climate-dominated region H. Nguyen et al.
- URANOS v1.0 – the Ultra Rapid Adaptable Neutron-Only Simulation for Environmental Research M. Köhli et al.
- Comparison of Met Office regional model soil moisture with COSMOS‐UK field‐scale in situ observations E. Cooper et al.
- Cosmic Ray Neutron Sensing for Simultaneous Soil Water Content and Biomass Quantification in Drought Conditions J. Jakobi et al.
- The Effect of Atmospheric Water Vapor on Neutron Count in the Cosmic-Ray Soil Moisture Observing System R. Rosolem et al.
- Investigating temporal field sampling strategies for site-specific calibration of three soil moisture–neutron intensity parameterisation methods J. Iwema et al.
- Accuracy of the cosmic-ray soil water content probe in humid forest ecosystems: The worst case scenario H. Bogena et al.
- An empirical vegetation correction for soil water content quantification using cosmic ray probes R. Baatz et al.
- Status and Perspectives on the Cosmic‐Ray Neutron Method for Soil Moisture Estimation and Other Environmental Science Applications M. Andreasen et al.
- Can Drip Irrigation be Scheduled with Cosmic‐Ray Neutron Sensing? D. Li et al.
- Effects of microclimate on soil moisture distribution in complex topography at the small watershed scale in the Anning River Region, Southwest China Y. Lu et al.
- Spatial feature analysis of a cosmic-ray sensor for measuring the soil water content: Comparison of four weighting methods J. Cai et al.
- A fine-resolution soil moisture dataset for China in 2002–2018 X. Meng et al.
- 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.
- Estimation and evaluation of high-resolution soil moisture from merged model and Earth observation data in the Great Britain J. Peng et al.
- Cosmic Ray Neutron Soil Moisture Estimation Using Physically Based Site‐Specific Conversion Functions M. Andreasen et al.
- Demonstrating the Potential of a Low-Cost Soil Moisture Sensor Network C. Briciu-Burghina et al.
- Application and accuracy of cosmic-ray neutron probes in three soil textures on the Loess Plateau, China Q. Wang et al.
- Integrating Proximal Gamma Ray and Cosmic Ray Neutron Sensors to Assess Soil Moisture Dynamics in an Agricultural Field in Spain L. Gaspar et al.
- Improved representation of soil moisture processes through incorporation of cosmic-ray neutron count measurements in a large-scale hydrologic model E. Fatima et al.
- Calibration and correction procedures for cosmic‐ray neutron soil moisture probes located across Australia A. Hawdon et al.
- Integrating Invasive and Non-invasive Monitoring Sensors to Detect Field-Scale Soil Hydrological Behavior P. Nasta et al.
- Monitoring soil water content at a heterogeneous oil sand reclamation site using a cosmic-ray soil moisture probe M. Sigouin et al.
- Soil Moisture and Air Humidity Dependence of the Above-Ground Cosmic-Ray Neutron Intensity M. Köhli et al.
- 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.
- 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.
- Cosmic-Ray Neutron Sensor Backpack for Assessing Spatial and Temporal Variations in Soil Water Content in an Agroforestry System in Northern Spain L. Gaspar et al.
- Non-destructive detection of soil volumetric water content in reclaimed soils in an opencast coal mine using hyperbolic reflection in GPR images T. Ye et al.
- 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.
- Validation and expansion of the soil moisture index for assessing soil moisture dynamics from AMSR2 brightness temperature X. Meng et al.
- Cosmic‐ray Neutron Rover Surveys of Field Soil Moisture and the Influence of Roads M. Schrön et al.
- The assay of soil carbon with naturally occurring cosmic ray neutrons R. McTaggart
- Technical Note: Revisiting the general calibration of cosmic-ray neutron sensors to estimate soil water content M. Heistermann et al.
- Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods R. Baatz et al.
- 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.
- Applicability of cosmic-ray neutron sensor for measuring soil moisture at the agricultural-pastoral ecotone in northwest China X. Tan et al.
- Mesoscale soil moisture survey by mobile cosmic-ray neutron sensor across various landscapes in the Heihe River Basin S. Wu et al.
- 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.
- Observation on Soil Moisture of Irrigation Cropland by Cosmic-Ray Probe . Zhongli Zhu et al.
- Integrated GPR and laboratory water content measures of sandy soils: From laboratory to field scale M. Ercoli et al.
- A profile shape correction to reduce the vertical sensitivity of cosmic‐ray neutron sensing of soil moisture L. Scheiffele et al.
- Translating aboveground cosmic-ray neutron intensity to high-frequency soil moisture profiles at sub-kilometer scale R. Rosolem et al.
- Variability of hydrogen sources within nominally anhydrous soil across a desert-oasis ecoregion, Northwest China S. Wang et al.
- 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.
- A new approach for joint assimilation of cosmic-ray neutron soil moisture and groundwater level data into an integrated terrestrial model F. Li et al.
- A change in perspective: downhole cosmic-ray neutron sensing for the estimation of soil moisture D. Rasche et al.
- Towards disentangling heterogeneous soil moisture patterns in cosmic-ray neutron sensor footprints D. Rasche et al.
- Soil water content in southern England derived from a cosmic‐ray soil moisture observing system – COSMOS‐UK J. Evans et al.
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