Géostatistika

Géostatistik maké téori proses stokastik jeung kasimpulan statistik keur nalungtik fénoménagéografi. Géostatistik geus ilahar digunakeun dina widang géo-sciences. métodeu  Géostatistik ogé dipaké di geologi minyak, hidrogeologi, meteorologi, oseanografi, geokimia, kahutanan, kontrol lingkungan, ekologi lanskap, pertanian (hususna keur kacocogan tatanen) jeung sajabana.

Konsép dasar géostatistik nyaéta yén skala mangrupa variasi spasial. Data spasial "terikat" nunjukkeun yén variabiliti hampir sarua "tanpa" ningali lokasi titik data. Sanajan kitu, data spatial dina sababaraha kasus lain mangrupa data "terikat". Nilai data nu mana raket sacara spatial mibanda "variabiliti" anu saeutik dibandingkeun jeung nilai nu mana leuwih jauh antara hiji kanu séjénna. Sifat pola ieu béda-béda tina hiji susunan data ka susunan data nu séjénna; unggal susunan data mibanda fungsi nu "unik" sarta jarak antara dua titik data. Variabilitas ieu ilaharna diitung salaku fungsi nu disebut  semivarian.

Spatial autocorrelation bisa diitung ngagunakeun correlograms, covariance functions jeung variograms (=semivariograms).

Topik anu aya hubunganna: statistik, géologi, GIS, remote sensing, kriging

Rujukan 

 Armstrong, M and Champigny, N, 1988, A Study on Kriging Small Blocks, CIM Bulletin, Vol 82, No 923
 Armstrong, M, 1992, Freedom of Speech?  De Geéostatisticis, July, No 14
 Champigny, N, 1992, Geostatistics: A tool that works , The Northern Miner, May 18 
 Clark I, 1979, Practical Geostatistics, Applied Science Publishers, London
 David, M, 1977, Géostatistical Ore Reserve Estimation, Elsevier Scientific Publishing Company, Amsterdam
 Hald, A, 1952, Statistical Théory with Engineering Applications, John Wiley & Sons, New York
 Chilés, J.P., Delfiner, P. 1999. Géostatistics: modélling spatial uncertainty, Wiley Series in Probability and Mathematical Statistics, 695 pp. 
 Deutsch, C.V., Journel, A.G, 1997. GSLIB: Géostatistical Software Library and User's Guide (Applied Géostatistics Series), Second Edition, Oxford University Press, 369 pp., http://www.gslib.com/
 Deutsch, C.V., 2002. Géostatistical Reservoir modéling, Oxford University Press, 384 pp., http://www.statios.com/WinGslib/index.html 
 Isaaks, E.H., Srivastava R.M.: Applied Géostatistics. 1989.
 ISO/DIS 11648-1 Statistical aspects of sampling from bulk materials-Part1: General principles
 Journel, A G and Huijbregts, 1978, Mining Géostatistics, Academic Press 
 Kitanidis, P.K.: Introduction to Géostatistics: Applications in Hydrogéology, Cambridge University Press. 1997.
 Lantuéjoul, C. 2002. Géostatistical simulation: modéls and algorithms. Springer, 256 pp.
 Lipschutz, S, 1968, Théory and Problems of Probability, McCraw-Hill Book Company, New York.
 Matheron, G. 1962. Traité de géostatistique appliquée. Tome 1, Editions Technip, Paris, 334 pp.
 Matheron, G. 1989. Estimating and choosing, Springer-Verlag, Berlin.
 McGrew, J. Chapman, & Monroe, Charles B., 2000. An introduction to statistical problem solving in géography, second edition, McGraw-Hill, New York.
 Merks, J W, 1992, Geostatistics or voodoo science , The Northern Miner, May 18  
 Merks, J W, Abuse of statistics , CIM Bulletin, January 1993, Vol 86, No 966
 Myers, Donald E.; "What Is Geostatics?
 Philip, G M and Watson, D F, 1986, Matheronian Géostatistics; Quo Vadis?, Mathematical Géology, Vol 18, No 1 
 Sharov, A: Quantitative Population Ecology, 1996, http://www.ento.vt.edu/~sharov/PopEcol/popecol.html 
 Shine, J.A., Wakefield, G.I.: A comparison of supervised imagery classification using analyst-chosen and géostatistically-chosen training sets, 1999, http://www.geovista.psu.edu/sites/geocomp99/Gc99/044/gc_044.htm 
 Volk, W, 1980, Applied Statistics for Engineers, Krieger Publishing Company, Huntington, New York.
 Wackernagel, H. 2003. Multivariate géostatistics, Third edition, Springer-Verlag, Berlin, 387 pp.
 Youden, W J, 1951, Statistical Methods for Chemists: John Wiley & Sons, New York.

Tempo ogé
 statistik
 géologi
 geodemographic segmentation
 geographic information system (GIS)
 remote sensing
 kriging
 pedometrics

Tumbu kaluar 

Kriging link, contains explanations of variance in geostats
Arizona university geostats page
A resource on the internet about geostatistics and spatial statistics
 On-Line Library that chronicles Matheron's journey from classical statistics to the new science of geostatistics
 A website that criticizes Matheronian geostatistics 

Élmu bumi
Statistika