Spatio-temporal variability of soil water tension in a tropical soil in Brazil

被引:25
作者
Cichota, Rogerio [1 ]
Hurtado, Ana Lucia Berretta
de Jong van Lier, Quirijn
机构
[1] Massey Univ, Palmerston North, New Zealand
[2] Univ Sao Paulo, BR-05508 Sao Paulo, Brazil
关键词
soil hydraulic properties; variability analysis; temporal stability; geostatistics; time series;
D O I
10.1016/j.geoderma.2005.07.010
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Soil water tension was measured 22 times through a 50 day period, in a transect with 48 sets of tensiometers at five depths. General variability and temporal stability of this property as well as the spatio-temporal dependence of its variability were evaluated. The whole data set was divided into subsets according to location and time of measurement. The variability of soil water tension could be explained by a temporal trend (macro variation) and a random-like micro-variation. The tension values increased similarly for all locations along the measured period, and exhibited strong temporal stability, which was higher at the top layers. It was possible to identify and model spatio-temporal dependence of the variability. The spatial variograms for the sub-sets presented higher uncertainties, but were very similar to each other. Temporal dependence was clearly identified for transformed data, although larger differences were found between sub-sets. Very good agreement was found between the actual and the estimated data using the product-sum model for the spatio-temporal dependence. The procedure seems suitable for combining the spatial and temporal scales to expand the description of the variability dependence of soil hydraulic properties. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:231 / 243
页数:13
相关论文
共 47 条
  • [1] [Anonymous], 2000, TOPICOS CIENCIA SOLO
  • [2] Spatial variability of infiltration in an alfisol
    Cichota, R
    van Lier, QD
    Rojas, CAL
    [J]. REVISTA BRASILEIRA DE CIENCIA DO SOLO, 2003, 27 (05): : 789 - 798
  • [3] SPACE-TIME ANALYSIS OF WATER STATUS IN A VOLCANIC VESUVIAN SOIL
    COMEGNA, V
    VITALE, C
    [J]. GEODERMA, 1993, 60 (1-4) : 135 - 158
  • [4] FORTRAN programs for space-time modeling
    De Cesare, L
    Myers, DE
    Posa, D
    [J]. COMPUTERS & GEOSCIENCES, 2002, 28 (02) : 205 - 212
  • [5] Estimating and modeling space-time correlation structures
    De Cesare, L
    Myers, DE
    Posa, D
    [J]. STATISTICS & PROBABILITY LETTERS, 2001, 51 (01) : 9 - 14
  • [6] Modeling and prediction of multivariate space-time random fields
    De Iaco, S
    Palma, M
    Posa, D
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2005, 48 (03) : 525 - 547
  • [7] Modelling water flow and solute transport in heterogeneous soils: A review of recent approaches
    Feyen, J
    Jacques, D
    Timmerman, A
    Vanderborght, J
    [J]. JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1998, 70 (03): : 231 - 256
  • [8] Goncalves A. C. A., 1999, Revista Brasileira de Ciencia do Solo, V23, P155, DOI 10.1590/S0100-06831999000100019
  • [9] SPATIAL VARIABILITY OF FIELD-MEASURED SOIL-WATER CHARACTERISTICS
    GREMINGER, PJ
    SUD, YK
    NIELSEN, DR
    [J]. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1985, 49 (05) : 1075 - 1082
  • [10] RESISTANT AND EXPLORATORY TECHNIQUES FOR USE IN SEMIVARIOGRAM ANALYZE
    HAMLETT, JM
    HORTON, R
    CRESSIE, NAC
    [J]. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1986, 50 (04) : 868 - 875