Electrical resistivity and TDR methods for soil moisture estimation in central Italy test-sites

被引:79
作者
Calamita, G. [2 ]
Brocca, L. [1 ]
Perrone, A. [2 ]
Piscitelli, S. [2 ]
Lapenna, V. [2 ]
Melone, F. [1 ]
Moramarco, T. [1 ]
机构
[1] CNR, Res Inst Geohydrol Protect, I-06128 Perugia, Italy
[2] CNR, Inst Methodol Environm Anal, Tito, PZ, Italy
关键词
Soil moisture; Electrical resistivity; Time Domain Reflectometry; Field measurements; Statistical analysis; RUNOFF GENERATION PROCESSES; TIME-DOMAIN REFLECTOMETRY; WATER-CONTENT; CONDUCTIVITY; VARIABILITY; LANDSLIDES; SENSORS;
D O I
10.1016/j.jhydrol.2012.06.001
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this study, the feasibility of the resistivity method for the study of the spatial and temporal soil moisture variations in the Vallaccia catchment (central Italy), covering an area of about 56 km(2), was investigated. Correlation and regression analyses were performed over a 1 year data set of simultaneous soil electrical resistivity and soil moisture measurements, acquired in eight different sites with a Resistivimeter Syscal Junior and a portable Time Domain Reflectometer (TDR), respectively. Measurements acquired in-time by continuous Frequency Domain Reflectometer (FDR) sensors were also used and compared with simultaneous resistivity measurements. The statistical analyses were conducted not only for the whole data set, but also separately for each sampling day, for each sampling site and considering spatially averaged data. Results showed a good correlation between resistivity and soil moisture measurements, revealing the capability of resistivity measurements to infer soil moisture spatial and temporal variability with a root mean square error equal, on average, to 4.4% vol/vol. In comparison with TDR, the resistivity method gives information integrated on a greater volume of soil and the measurements are easier and quicker to be carried out. Therefore, this method can be considered as an alternative tool to be employed for qualitative and quantitative soil moisture monitoring in small to medium catchments. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:101 / 112
页数:12
相关论文
共 70 条
  • [1] Al Hagrey SA., 2004, HYDROBIOGEOPHYSICS L, V23, P670, DOI 10.1190/1.1776739
  • [2] The electrical resistivity log as an aid in determining some reservoir characteristics
    Archie, GE
    [J]. TRANSACTIONS OF THE AMERICAN INSTITUTE OF MINING AND METALLURGICAL ENGINEERS, 1942, 146 : 54 - 61
  • [3] Early warning of rainfall-induced shallow landslides and debris flows in the USA
    Baum, Rex L.
    Godt, Jonathan W.
    [J]. LANDSLIDES, 2010, 7 (03) : 259 - 272
  • [4] Seasonal variation of moisture content in unsaturated sandstone inferred from borehole radar and resistivity profiles
    Binley, A
    Winship, P
    West, LJ
    Pokar, M
    Middleton, R
    [J]. JOURNAL OF HYDROLOGY, 2002, 267 (3-4) : 160 - 172
  • [5] Standardizing characterization of electromagnetic water content sensors: Part 2. Evaluation of seven sensing systems
    Blonquist, JM
    Jones, SB
    Robinson, DA
    [J]. VADOSE ZONE JOURNAL, 2005, 4 (04) : 1059 - 1069
  • [6] On the estimation of antecedent wetness conditions in rainfall-runoff modelling
    Brocca, L.
    Melone, F.
    Moramarco, T.
    [J]. HYDROLOGICAL PROCESSES, 2008, 22 (05) : 629 - 642
  • [7] Soil moisture spatial variability in experimental areas of central Italy
    Brocca, L.
    Morbidelli, R.
    Melone, F.
    Moramarco, T.
    [J]. JOURNAL OF HYDROLOGY, 2007, 333 (2-4) : 356 - 373
  • [8] Catchment scale soil moisture spatial-temporal variability
    Brocca, L.
    Tullo, T.
    Melone, F.
    Moramarco, T.
    Morbidelli, R.
    [J]. JOURNAL OF HYDROLOGY, 2012, 422 : 63 - 75
  • [9] Soil moisture estimation through ASCAT and AMSR-E sensors: An intercomparison and validation study across Europe
    Brocca, L.
    Hasenauer, S.
    Lacava, T.
    Melone, F.
    Moramarco, T.
    Wagner, W.
    Dorigo, W.
    Matgen, P.
    Martinez-Fernandez, J.
    Llorens, P.
    Latron, J.
    Martin, C.
    Bittelli, M.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2011, 115 (12) : 3390 - 3408
  • [10] Distributed rainfall-runoff modelling for flood frequency estimation and flood forecasting
    Brocca, L.
    Melone, F.
    Moramarco, T.
    [J]. HYDROLOGICAL PROCESSES, 2011, 25 (18) : 2801 - 2813