Field Validation of a Cosmic-Ray Neutron Sensor Using a Distributed Sensor Network

被引:99
作者
Franz, Trenton E. [1 ]
Zreda, M. [1 ]
Rosolem, R. [1 ]
Ferre, T. P. A. [1 ]
机构
[1] Univ Arizona, Dep Hydrol & Water Resources, Tucson, AZ 85721 USA
基金
美国国家科学基金会;
关键词
SOIL-WATER CONTENT; MOISTURE; TIME;
D O I
10.2136/vzj2012.0046
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With continued refinement in land surface model resolution the need for accurate and continuous soil moisture datasets at intermediate spatial scales has become critical for improved meteorological and hydrological prediction. The current availability of such data is inadequate. Here, we present a comparison of two datasets that provide average soil moisture over an area hundreds of meters squared in a dryland ecosystem in southern Arizona. One dataset is from a high-resolution soil moisture network of 180 time-domain transmission probes; the other is from a cosmic-ray neutron sensor placed at the center of the study area. We find the cosmic-ray neutron counts correlate well with spatially averaged point measurements of soil moisture over a 6-mo period with an RMSE of 0.0165 m(3) M-3 and percent error of less than 20%. Neutron transport simulations suggest our understanding of the effective sensor depth in the presence of vertical variations in water content is adequate. We find that daily evapotranspiration water fluxes inferred from cosmic-ray measurements agree with previously published eddy-covariance measured values at the study site, suggesting that the cosmic-ray neutron sensor may be able to provide flux measurements of the near surface at intermediate spatial scales.
引用
收藏
页数:10
相关论文
共 36 条
[1]  
Bell J.P., 1987, 19 I HYDR
[2]   Vadose zone flow model uncertainty as conditioned on geophysical data [J].
Binley, A ;
Beven, K .
GROUND WATER, 2003, 41 (02) :119-127
[3]   Standardizing characterization of electromagnetic water content sensors: Part 2. Evaluation of seven sensing systems [J].
Blonquist, JM ;
Jones, SB ;
Robinson, DA .
VADOSE ZONE JOURNAL, 2005, 4 (04) :1059-1069
[4]   A time domain transmission sensor with TDR performance characteristics [J].
Blonquist, JM ;
Jones, SB ;
Robinson, DA .
JOURNAL OF HYDROLOGY, 2005, 314 (1-4) :235-245
[5]   Evapotranspiration partitioning in semiarid shrubland ecosystems: a two-site evaluation of soil moisture control on transpiration [J].
Cavanaugh, Michelle L. ;
Kurc, Shirley A. ;
Scott, Russell L. .
ECOHYDROLOGY, 2011, 4 (05) :671-681
[6]   Assessing the resolution-dependent utility of tomograms for geostatistics [J].
Day-Lewis, FD ;
Lane, JW .
GEOPHYSICAL RESEARCH LETTERS, 2004, 31 (07) :L075031-4
[7]   Spatial and temporal distribution of secondary cosmic-ray nucleon intensities and applications to in situ cosmogenic dating [J].
Desilets, D ;
Zreda, M .
EARTH AND PLANETARY SCIENCE LETTERS, 2003, 206 (1-2) :21-42
[8]   Nature's neutron probe: Land surface hydrology at an elusive scale with cosmic rays [J].
Desilets, Darin ;
Zreda, Marek ;
Ferre, Ty P. A. .
WATER RESOURCES RESEARCH, 2010, 46
[9]   Field observations of soil moisture variability across scales [J].
Famiglietti, James S. ;
Ryu, Dongryeol ;
Berg, Aaron A. ;
Rodell, Matthew ;
Jackson, Thomas J. .
WATER RESOURCES RESEARCH, 2008, 44 (01)
[10]   Measurement depth of the cosmic ray soil moisture probe affected by hydrogen from various sources [J].
Franz, Trenton E. ;
Zreda, M. ;
Ferre, T. P. A. ;
Rosolem, R. ;
Zweck, C. ;
Stillman, S. ;
Zeng, X. ;
Shuttleworth, W. J. .
WATER RESOURCES RESEARCH, 2012, 48