Integrating geophysical data sets using probabilistic methods

被引:1
|
作者
Pendock, N
Nedeljkovic, V
机构
[1] Department of Computational and Applied Mathematics, University of the Witswatersrand, Johannesburg, WITS 2050
关键词
D O I
10.1080/014311697218331
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Interpretation of geophysical data is greatly aided by the combined analysis of data from diverse sources. Probability theory provides a general framework for integrating geophysical data sets. We discuss the application of joint and conditional probability density functions (PDF) to the detection of anomalies and the prediction and interpolation of gee-variables. Density estimation techniques are discussed and illustrated on a geophysical data set from West Africa consisting of magnetic, elevation, and radiometric data.
引用
收藏
页码:1627 / 1635
页数:9
相关论文
共 50 条
  • [1] Integrating geophysical data sets using probabilistic methods
    Pendock, N
    Nedeljkovic, V
    [J]. PROCEEDINGS OF THE ELEVENTH THEMATIC CONFERENCE - GEOLOGIC REMOTE SENSING: PRACTICAL SOLUTIONS FOR REAL WORLD PROBLEMS, VOL II, 1996, : 621 - 628
  • [2] Improved inverse and probabilistic methods for geophysical applications of GRACE gravity data
    Wu, Xiaoping
    Blom, Ronald G.
    Ivins, Erik R.
    Oyafuso, Fabiano A.
    Zhong, Min
    [J]. GEOPHYSICAL JOURNAL INTERNATIONAL, 2009, 177 (03) : 865 - 877
  • [3] Integrating geological and geophysical data to improve probabilistic hazard forecasting of Arabian Shield volcanism
    Runge, Melody G.
    Bebbington, Mark S.
    Cronin, Shane J.
    Lindsay, Jan M.
    Moufti, Mohammed R.
    [J]. JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH, 2016, 311 : 41 - 59
  • [4] Integrating multidimensional geophysical data
    Kvamme, KL
    [J]. ARCHAEOLOGICAL PROSPECTION, 2006, 13 (01) : 57 - +
  • [5] Integrating diverse genomic data using gene sets
    Svitlana Tyekucheva
    Luigi Marchionni
    Rachel Karchin
    Giovanni Parmigiani
    [J]. Genome Biology, 12
  • [6] Integrating diverse genomic data using gene sets
    Tyekucheva, Svitlana
    Marchionni, Luigi
    Karchin, Rachel
    Parmigiani, Giovanni
    [J]. GENOME BIOLOGY, 2011, 12 (10):
  • [7] Probabilistic inference of subsurface heterogeneity and interface geometry using geophysical data
    de Pasquale, G.
    Linde, N.
    Doetsch, J.
    Holbrook, W. S.
    [J]. GEOPHYSICAL JOURNAL INTERNATIONAL, 2019, 217 (02) : 816 - 831
  • [8] INTEGRATING OF GEOPHYSICAL AND AGROCHEMICAL METHODS FOR SLOPE LANDS STUDYING
    Kruglov, O.
    Menshov, O.
    Kolada, V.
    Achasova, A.
    Andreeva, O.
    [J]. VISNYK OF TARAS SHEVCHENKO NATIONAL UNIVERSITY OF KYIV-GEOLOGY, 2021, (03): : 53 - 58
  • [9] Complexity of Rule Sets Induced from Incomplete Data Sets Using Global Probabilistic Approximations
    Clark, Patrick G.
    Grzymala-Busse, Jerzy W.
    [J]. INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, PT I, 2014, 442 : 386 - 395
  • [10] Detection of geophysical features in InSAR point cloud data sets using spatiotemporal models
    Vaccari, Andrea
    Stuecheli, Michael
    Bruckno, Brian
    Hoppe, Edward
    Acton, Scott T.
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (22) : 8215 - 8234