Status and Perspectives on the Cosmic‐Ray Neutron Method for Soil Moisture Estimation and Other Environmental Science Applications

Since the introduction of the cosmic ray neutron method for soil moisture estimation, numerous studies have been conducted to test and advance the accuracy of the method. Almost 200 stationary neutron detector sys tems have been installed worldwide, and roving systems have also started to gain ground. The intensity of low energy neutrons produced by cosmic rays, measured above the ground surface, is sensitive to soil moisture in the upper decimeters of the ground within a radius of hectometers. The method has been proven suitable for estimating soil moisture for a wide range of land covers and soil types and has been used for hydrological modeling, data assimilation, and calibration and validation of satellite products. The method is challenged by the effect on neutron intensity of other hydrogen pools such as vegetation, canopy interception, and snow. Identifying the signal of the different pools can be used to improve the cosmic ray neutron soil moisture method as well as extend the application to, e.g., biomass and canopy interception surveying. More fundamental research is required for advancement of the method to include more energy ranges and consider multiple height levels.

[1]  M. Kodama Continuous monitoring of snow water equivalent using cosmic ray neutrons , 1980 .

[2]  Budiman Minasny,et al.  On digital soil mapping , 2003 .

[3]  L. D. Hendrick,et al.  COSMIC-RAY NEUTRONS NEAR THE EARTH , 1966 .

[4]  Serge A. Korff,et al.  On the Interpretation of Neutron Measurements in Cosmic Radiation , 1940 .

[5]  Andreas Güntner,et al.  Use of cosmic-ray neutron sensors for soil moisture monitoring in forests , 2015 .

[6]  Craig S. T. Daughtry,et al.  Field-scale moisture estimates using COSMOS sensors: A validation study with temporary networks and Leaf-Area-Indices , 2014 .

[7]  Rafael Rosolem,et al.  Measurement depth of the cosmic ray soil moisture probe affected by hydrogen from various sources , 2012 .

[8]  M. Zreda,et al.  Extended scaling factors for in situ cosmogenic nuclides: New measurements at low latitude , 2006 .

[9]  Rafael Rosolem,et al.  Translating aboveground cosmic-ray neutron intensity to high-frequency soil moisture profiles at sub-kilometer scale , 2014 .

[10]  Masahiro Kodama,et al.  An application of cosmic-ray neutron measurements to the determination of the snow-water equivalent , 1979 .

[11]  Muddu Sekhar,et al.  Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes , 2017, Remote. Sens..

[12]  Mariette Vreugdenhil,et al.  Using Cosmic-Ray Neutron Probes to Monitor Landscape Scale Soil Water Content in Mixed Land Use Agricultural Systems , 2016 .

[13]  Thorsten Wagener,et al.  Investigating temporal field sampling strategies for site-specific calibration of three soil moisture–neutron intensity parameterisation methods , 2015 .

[14]  Brian K. Hornbuckle,et al.  The potential of the COSMOS network to be a source of new soil moisture information for SMOS and SMAP , 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

[15]  Eric F. Wood,et al.  HydroBlocks: a field‐scale resolving land surface model for application over continental extents , 2016 .

[16]  Stefan Achleitner,et al.  Monitoring of snowpack dynamics in mountainous terrain by cosmic-ray neutron sensing compared to Terrestrial Laser Scanning observations , 2017 .

[17]  J. Simpson NEUTRONS PRODUCED IN THE ATMOSPHERE BY THE COSMIC RADIATIONS , 1951 .

[18]  Gabriele Baroni,et al.  A scaling approach for the assessment of biomass changes and rainfall interception using cosmic-ray neutron sensing , 2015 .

[19]  Jarosław Zawadzki,et al.  Comparative study of soil moisture estimations from SMOS satellite mission, GLDAS database, and cosmic-ray neutrons measurements at COSMOS station in Eastern Poland , 2016 .

[20]  E. Vivoni,et al.  Closing the water balance with cosmic-ray soil moisture measurements and assessing their relation to evapotranspiration in two semiarid watersheds , 2016 .

[21]  Rafael Rosolem,et al.  The COsmic-ray Soil Moisture Interaction Code (COSMIC) for use in data assimilation , 2013 .

[22]  Mark J. P. Sigouin,et al.  Calibration of a non-invasive cosmic-ray probe for wide area snow water equivalent measurement , 2016 .

[23]  Johan Alexander Huisman,et al.  Emerging methods for noninvasive sensing of soil moisture dynamics from field to catchment scale: a review , 2015 .

[24]  A. Nguy-Robertson,et al.  Incorporation of globally available datasets into the roving cosmic-ray neutron probe method for estimating field-scale soil water content , 2016 .

[25]  Rafael Rosolem,et al.  A universal calibration function for determination of soil moisture with cosmic-ray neutrons , 2012 .

[26]  Zhongli Zhu,et al.  Observation on Soil Moisture of Irrigation Cropland by Cosmic-Ray Probe , 2015, IEEE Geoscience and Remote Sensing Letters.

[27]  Auro C. Almeida,et al.  Field testing of the universal calibration function for determination of soil moisture with cosmic‐ray neutrons , 2014 .

[28]  T. Ren,et al.  Soil water content determination with cosmic-ray neutron sensor: Correcting aboveground hydrogen effects with thermal/fast neutron ratio , 2016 .

[29]  Shuguo Wang,et al.  Soil Moisture Estimation Using Cosmic-Ray Soil Moisture Sensing at Heterogeneous Farmland , 2014, IEEE Geoscience and Remote Sensing Letters.

[30]  Harrie-Jan Hendricks Franssen,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 , 2014 .

[31]  M. Zreda Land-surface hydrology with cosmic-ray neutrons : principles and applications , 2016 .

[32]  Andrew C. Singer,et al.  Soil water content in southern England derived from a cosmic‐ray soil moisture observing system – COSMOS‐UK , 2016 .

[33]  M. Zreda,et al.  Modeling cosmic ray neutron field measurements , 2016 .

[34]  K. Jensen,et al.  Cosmic-ray neutron transport at a forest field site: the sensitivity to various environmental conditions with focus on biomass and canopy interception , 2017 .

[35]  R. Allen,et al.  Feasibility analysis of using inverse modeling for estimating field-scale evapotranspiration in maize and soybean fields from soil water content monitoring networks , 2016 .

[36]  J. Wallace,et al.  Calibration and correction procedures for cosmic‐ray neutron soil moisture probes located across Australia , 2014 .

[37]  Masahiro Kodama,et al.  APPLICATION OF ATMOSPHERIC NEUTRONS TO SOIL MOISTURE MEASUREMENT , 1985 .

[38]  G. Hubert,et al.  Modeling of ground albedo neutrons to investigate seasonal cosmic ray‐induced neutron variations measured at high‐altitude stations , 2016 .

[39]  Scott B. Jones,et al.  Measured and Modeled Soil Moisture Compared with Cosmic‐Ray Neutron Probe Estimates in a Mixed Forest , 2014 .

[40]  T. Ferré,et al.  Nature's neutron probe: Land surface hydrology at an elusive scale with cosmic rays , 2010 .

[41]  Seokhyeon Kim,et al.  A global comparison of alternate AMSR2 soil moisture products: Why do they differ? , 2015 .

[42]  C. Zweck,et al.  Snow shielding factors for cosmogenic nuclide dating inferred from Monte Carlo neutron transport simulations , 2013 .

[43]  Rafael Rosolem,et al.  An assessment of the effect of horizontal soil moisture heterogeneity on the area‐average measurement of cosmic‐ray neutrons , 2013 .

[44]  Catherine E. Finkenbiner Integration of Hydrogeophysical Datasets for Improved Water Resource Management in Irrigated Systems , 2017 .

[45]  W. J. Shuttleworth,et al.  COSMOS: the COsmic-ray Soil Moisture Observing System , 2012 .

[46]  J. Wilson,et al.  The energy spectrum of cosmic-ray induced neutrons measured on an airplane over a wide range of altitude and latitude. , 2004, Radiation protection dosimetry.

[47]  M. Zreda,et al.  Footprint diameter for a cosmic‐ray soil moisture probe: Theory and Monte Carlo simulations , 2013 .

[48]  W. James Shuttleworth,et al.  Ecosystem‐scale measurements of biomass water using cosmic ray neutrons , 2013 .

[49]  R. Scott,et al.  Measuring soil moisture content non‐invasively at intermediate spatial scale using cosmic‐ray neutrons , 2008 .

[50]  Andrew Terhorst,et al.  Combining Cosmic-Ray Neutron and Capacitance Sensors and Fuzzy Inference to Spatially Quantify Soil Moisture Distribution , 2014, IEEE Sensors Journal.

[51]  Marek G Zreda,et al.  Quantifying mesoscale soil moisture with the cosmic-ray rover , 2013 .

[52]  Michael H. Cosh,et al.  Calibration and Validation of the COSMOS Rover for Surface Soil Moisture Measurement , 2014 .

[53]  Harrie-Jan Hendricks Franssen,et al.  Calibration of a catchment scale cosmic-ray probe network: A comparison of three parameterization methods , 2014 .

[54]  Yang-jian Zhang,et al.  Application of cosmic-ray neutron sensing to monitor soil water content in an alpine meadow ecosystem on the northern Tibetan Plateau , 2016 .

[55]  A. Ireson,et al.  Estimating field-scale root zone soil moisture using the cosmic-ray neutron probe , 2015 .

[56]  Rafael Rosolem,et al.  The Effect of Atmospheric Water Vapor on Neutron Count in the Cosmic-Ray Soil Moisture Observing System , 2013 .

[57]  P. Goldhagen,et al.  MCNP6 Cosmic-Source Option , 2012 .

[58]  Stefan Achleitner,et al.  Continuous monitoring of snowpack dynamics in alpine terrain by aboveground neutron sensing , 2017 .

[59]  M. Zreda,et al.  Footprint characteristics revised for field‐scale soil moisture monitoring with cosmic‐ray neutrons , 2015, 1602.04469.

[60]  T. Hoar,et al.  Evaluation of a cosmic-ray neutron sensor network for improved land surface model prediction , 2017 .

[61]  Vinodkumar,et al.  Comparison of soil wetness from multiple models over Australia with observations , 2017 .

[62]  Edoardo Amaldi,et al.  Artificial Radioactivity Produced by Neutron Bombardment , 1934 .

[63]  C. Rebmann,et al.  Improving calibration and validation of cosmic-ray neutron sensors in the light of spatial sensitivity , 2017 .

[64]  J. Vrugt,et al.  On the value of soil moisture measurements in vadose zone hydrology: A review , 2008 .

[65]  H. Hendricks Franssen,et al.  Accuracy of the cosmic‐ray soil water content probe in humid forest ecosystems: The worst case scenario , 2013 .

[66]  T. Ferré,et al.  Field Validation of a Cosmic‐Ray Neutron Sensor Using a Distributed Sensor Network , 2012 .

[67]  H. Hendricks Franssen,et al.  An empirical vegetation correction for soil water content quantification using cosmic ray probes , 2015 .

[68]  Miguel Ángel Jiménez Bello,et al.  Simultaneous soil moisture and properties estimation for a drip irrigated field by assimilating cosmic-ray neutron intensity , 2016 .

[69]  Y. Kerr,et al.  State of the Art in Large-Scale Soil Moisture Monitoring , 2013 .

[70]  Eric F. Wood,et al.  POLARIS: A 30-meter probabilistic soil series map of the contiguous United States , 2016 .

[71]  S. Oswald,et al.  Integral quantification of seasonal soil moisture changes in farmland by cosmic-ray neutrons , 2011 .

[72]  Luca Brocca,et al.  Combined analysis of soil moisture measurements from roving and fixed cosmic ray neutron probes for multiscale real‐time monitoring , 2015 .