메뉴 건너뛰기




Volumn 9, Issue 7, 2009, Pages 5224-5240

Sampling and Kriging spatial means: Efficiency and conditions

Author keywords

GIS; Mean Kriging; Random field; Spatial dependence

Indexed keywords

AGRICULTURAL PRODUCTIONS; COMPARATIVE EFFICIENCIES; ESTIMATION TECHNIQUES; KRIGING; RANDOM FIELDS; SPATIAL CORRELATIONS; SPATIAL DEPENDENCE; STATISTICAL INFERENCE;

EID: 77649208193     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s90705224     Document Type: Article
Times cited : (25)

References (44)
  • 2
    • 35148869995 scopus 로고    scopus 로고
    • China crop watch system with remote sensing
    • (in Chinese)
    • Wu, B.F. China crop watch system with remote sensing. J. Remote Sens. (in Chinese) 2004, 8, 481-478.
    • (2004) J. Remote Sens , vol.8 , pp. 481-478
    • Wu, B.F.1
  • 3
    • 40749100926 scopus 로고    scopus 로고
    • Late Quaternary environmental changes and organic carbon density in the Hunshandake Sandy Land, eastern Inner Mongolia, China
    • Yang, X.; Zhu, B.; Wang, X.; Li, C.; Zhou, Z.; Chen, J.; Wang, X.; Yin, J.; Lu, X. Late Quaternary environmental changes and organic carbon density in the Hunshandake Sandy Land, eastern Inner Mongolia, China. Glob. Planet. Change 2008, 61, 70-78.
    • (2008) Glob. Planet. Change. , vol.61 , pp. 70-78
    • Yang, X.1    Zhu, B.2    Wang, X.3    Li, C.4    Zhou, Z.5    Chen, J.6    Wang, X.7    Yin, J.8    Lu, X.9
  • 4
    • 0347093406 scopus 로고    scopus 로고
    • Evaluating projects and assessing sustainable development in imperfect economics
    • Arrow, K.; Dasgupta, P.; Maler, K.G. Evaluating projects and assessing sustainable development in imperfect economics. Enviro. Resour. Econ. 2003, 26, 647-685.
    • (2003) Enviro. Resour. Econ. , vol.26 , pp. 647-685
    • Arrow, K.1    Dasgupta, P.2    Maler, K.G.3
  • 5
    • 0022267463 scopus 로고
    • Modern statistical analysis and optimal estimation of geotechnical data
    • Christakos, G. Modern statistical analysis and optimal estimation of geotechnical data. Eng. Geol. 1985a, 22, 175-200.
    • (1985) Eng. Geol. , vol.22 , pp. 175-200
    • Christakos, G.1
  • 6
    • 0000791134 scopus 로고
    • An operational objective analysis system
    • Cressman G.P. An operational objective analysis system. Mon. Weather Rev. 1959, 87, 367-374.
    • (1959) Mon. Weather Rev. , vol.87 , pp. 367-374
    • Cressman, G.P.1
  • 8
    • 29544449900 scopus 로고    scopus 로고
    • A Kriging-based approach for locating a sampling site-in the assessment of air quality
    • Bayraktar, H.; Turalioglu, F.S. A Kriging-based approach for locating a sampling site-in the assessment of air quality. Stoch. Environ. Res. Risk Assess. 2005, 19, 301-305.
    • (2005) Stoch. Environ. Res. Risk Assess , vol.19 , pp. 301-305
    • Bayraktar, H.1    Turalioglu, F.S.2
  • 9
    • 0031434534 scopus 로고    scopus 로고
    • Random sampling of geostatistical modeling? Choosing between design-based and model-based sampling strategies for soil (with discussion)
    • Brus, D.J.; Gruijter, J.J.D. Random sampling of geostatistical modeling? Choosing between design-based and model-based sampling strategies for soil (with discussion). Geoderma 1997, 80, 1-44.
    • (1997) Geoderma , vol.80 , pp. 1-44
    • Brus, D.J.1    Gruijter, J.J.D.2
  • 10
    • 0003254428 scopus 로고
    • Objective Analysis of Meteorological Fields
    • (English translation. Israel Program for Scientific Translation: Jerusalem, Israel
    • Gandin, L. Objective Analysis of Meteorological Fields. Gidrometeorologicheskoe Izdatel'stvo 1963. (English translation. Israel Program for Scientific Translation: Jerusalem, Israel, 1965).
    • (1965) Gidrometeorologicheskoe Izdatel'stvo 1963
    • Gandin, L.1
  • 11
    • 84948488864 scopus 로고
    • Estimating spatial means with an application to remote sensing data
    • Haining, R. Estimating spatial means with an application to remote sensing data. Commun. Stat.- Theory Methods 1988, 17, 537-597.
    • (1988) Commun. Stat.- Theory Methods , vol.17 , pp. 537-597
    • Haining, R.1
  • 12
    • 13944281366 scopus 로고    scopus 로고
    • Geostatistical interpolation of object counts collected from multiple strip transects: Ordinary Kriging versus finite domain Kriging
    • Saito, H.; Zimmerman, D.A.; Coburn, T.C. Geostatistical interpolation of object counts collected from multiple strip transects: ordinary Kriging versus finite domain Kriging. Stoch. Environ. Res. Risk Assess. 2005, 19, 71-85.
    • (2005) Stoch. Environ. Res. Risk Assess , vol.19 , pp. 71-85
    • Saito, H.1    Zimmerman, D.A.2    Coburn, T.C.3
  • 13
    • 0041933272 scopus 로고
    • Recursive parameter estimation with applications in earth sciences
    • Christakos, G. Recursive parameter estimation with applications in earth sciences. Math. Geol. 1985b, 17, 489-515.
    • (1985) Math. Geol. , vol.17 , pp. 489-515
    • Christakos, G.1
  • 14
    • 0025691334 scopus 로고
    • Variational assimilation of meteorological observations with the direct and adjoint shallow-water equations
    • Courtier, P.; Talagrand, O. Variational assimilation of meteorological observations with the direct and adjoint shallow-water equations. Tellus 1990, 42A, 531-549.
    • (1990) Tellus , vol.42 A , pp. 531-549
    • Courtier, P.1    Talagrand, O.2
  • 15
    • 85040897227 scopus 로고
    • Cambridge University Press: Cambridge, UK
    • Daley, R. Atmospheric Data Analysis; Cambridge University Press: Cambridge, UK, 1991.
    • (1991) Atmospheric Data Analysis
    • Daley, R.1
  • 16
    • 0034117315 scopus 로고    scopus 로고
    • Modelling sustainable urban development by the integration of constrained cellular automata and GIS
    • Li, X.; Yeh, A.G. Modelling sustainable urban development by the integration of constrained cellular automata and GIS. Int. J. Geogr. Inf. Sci. 2000, 14, 131-152.
    • (2000) Int. J. Geogr. Inf. Sci. , vol.14 , pp. 131-152
    • Li, X.1    Yeh, A.G.2
  • 17
    • 0001928276 scopus 로고    scopus 로고
    • BME studies of stochastic differential equations representing physical laws-Part II
    • Trondheim, Norway
    • Serre, M.L.; Christakos, G. BME studies of stochastic differential equations representing physical laws-Part II. In 5th Annual Confer, Intern Assoc for Mathematical Geology. Trondheim, Norway 1999, pp. 93-98.
    • (1999) In 5th Annual Confer, Intern Assoc For Mathematical Geology , pp. 93-98
    • Serre, M.L.1    Christakos, G.2
  • 18
    • 0025640617 scopus 로고
    • Bayesian/maximum-entropy view to the spatial estimation problem
    • Christakos, G.A. Bayesian/maximum-entropy view to the spatial estimation problem. Math. Geol. 1990, 22, 763-776.
    • (1990) Math. Geol. , vol.22 , pp. 763-776
    • Christakos, G.A.1
  • 19
    • 0031815342 scopus 로고    scopus 로고
    • Spatiotemporal information systems in soil and environmental sciences
    • Christakos, G. Spatiotemporal information systems in soil and environmental sciences. Geoderma 1998, 85, 141-179.
    • (1998) Geoderma , vol.85 , pp. 141-179
    • Christakos, G.1
  • 20
    • 0037001428 scopus 로고    scopus 로고
    • Computational BME solution of a stochastic advection-reaction equation in the light of site-specific information
    • Kolovos, A.; Christakos, G.; Serre, M.L.; Miller, C.T. Computational BME solution of a stochastic advection-reaction equation in the light of site-specific information. Water Resour. Res. 2002, 38, 1318-1334.
    • (2002) Water Resour. Res. , vol.38 , pp. 1318-1334
    • Kolovos, A.1    Christakos, G.2    Serre, M.L.3    Miller, C.T.4
  • 21
    • 30344481930 scopus 로고    scopus 로고
    • A BME solution of the stochastic three-dimensional Laplace equation representing a geothermal field subject to site-specific information
    • Papantonopoulos, G.; Modis. K. A BME solution of the stochastic three-dimensional Laplace equation representing a geothermal field subject to site-specific information. Stoch. Environ. Res. Risk Assess. 2006, 20, 23-32.
    • (2006) Stoch. Environ. Res. Risk Assess. , vol.20 , pp. 23-32
    • Papantonopoulos, G.1    Modis, K.2
  • 22
    • 0027884178 scopus 로고
    • Important literature on the adjoint, variational methods and the Kalman filter in meteorology
    • Courtier, P.J.; Derber, R.; Errico, J.; Louis, F.; Vukicevic, T. Important literature on the adjoint, variational methods and the Kalman filter in meteorology. Tellus 1993, 45A, 342-357.
    • (1993) Tellus , vol.45 A , pp. 342-357
    • Courtier, P.J.1    Derber, R.2    Errico, J.3    Louis, F.4    Vukicevic, T.5
  • 23
    • 0024907683 scopus 로고
    • A variational continuous assimilation technique
    • Derber, J.C. A variational continuous assimilation technique. Mon. Wea. Rev. 1989, 117, 2437-2446.
    • (1989) Mon. Wea. Rev. , vol.117 , pp. 2437-2446
    • Derber, J.C.1
  • 24
    • 0000867261 scopus 로고    scopus 로고
    • Variational assimilation of precipitation data using moist-convective parameterization schemes: A 1D-VAR study
    • Fillion, L.; Errico, R.M. Variational assimilation of precipitation data using moist-convective parameterization schemes: a 1D-VAR study. Mon. Wea. Rev. 1997, 125, 2917-2942.
    • (1997) Mon. Wea. Rev. , vol.125 , pp. 2917-2942
    • Fillion, L.1    Errico, R.M.2
  • 26
    • 49549100436 scopus 로고    scopus 로고
    • Use of trans-Gaussian kriging for national soil geochemical mapping in Ireland. Geochemistry-Exploration
    • Zhang, C.S.; Fay, D.; McGrath, D.; Grennan, E.; Carton, O.T. Use of trans-Gaussian kriging for national soil geochemical mapping in Ireland. Geochemistry-Exploration, Environ. Anal. 2008, 8, 255-265.
    • (2008) Environ. Anal. , vol.8 , pp. 255-265
    • Zhang, C.S.1    Fay, D.2    McGrath, D.3    Grennan, E.4    Carton, O.T.5
  • 27
    • 2642538412 scopus 로고    scopus 로고
    • Total ozone mapping by integrating data bases from remote sensing instruments and empirical models
    • Christakos, G.; Kolovos, A.; Serre, M.L.; Vukovich, F. Total ozone mapping by integrating data bases from remote sensing instruments and empirical models. IEEE Trans. Geosci. Remote Sensing 2004, 42, 991-1008.
    • (2004) IEEE Trans. Geosci. Remote Sensing , vol.42 , pp. 991-1008
    • Christakos, G.1    Kolovos, A.2    Serre, M.L.3    Vukovich, F.4
  • 29
    • 0003604116 scopus 로고
    • John Wiley & Sons: New York, NY, USA
    • Ripley, B.D. Spatial Statistics. John Wiley & Sons: New York, NY, USA, 1981.
    • (1981) Spatial Statistics
    • Ripley, B.D.1
  • 31
    • 0003396332 scopus 로고
    • John Wiley & Sons: New York, NY, USA
    • Cochran, W.G. Sampling Techniques. John Wiley & Sons: New York, NY, USA, 1977.
    • (1977) Sampling Techniques
    • Cochran, W.G.1
  • 32
    • 0028579929 scopus 로고
    • Heterogeneity of attribute sampling error in spatial data sets
    • Griffith, D.A.; Haining, R.; Arbia, G. Heterogeneity of attribute sampling error in spatial data sets. Geogr. Anal. 1994, 26, 300-320.
    • (1994) Geogr. Anal. , vol.26 , pp. 300-320
    • Griffith, D.A.1    Haining, R.2    Arbia, G.3
  • 36
    • 0023998039 scopus 로고
    • Application of Kriging to estimating mean annual precipitation in a region of orographic influence
    • Dingman, S.L.; Seely-Reynolds, D.M.; Reynolds, R.C., III. Application of Kriging to estimating mean annual precipitation in a region of orographic influence, J. Am. Water Resour. Assoc. 1988, 24, 329-339.
    • (1988) J. Am. Water Resour. Assoc. , vol.24 , pp. 329-339
    • Dingman, S.L.1    Seely-Reynolds, D.M.2    Reynolds III, R.C.3
  • 37
    • 0016092885 scopus 로고
    • The design of rainfall networks in time and space
    • Rodriguez-Iturbe, I.; Mejia, J.M. The design of rainfall networks in time and space, Water Resour. Res. 1974, 10, 714-728.
    • (1974) Water Resour. Res. , vol.10 , pp. 714-728
    • Rodriguez-Iturbe, I.1    Mejia, J.M.2
  • 38
    • 0002289084 scopus 로고
    • Random distances within a rectangle and between two rectangles
    • Ghosh, B. Random distances within a rectangle and between two rectangles. Bull. Calcutta Math. Soc. 1951, 43, 17-24.
    • (1951) Bull. Calcutta Math. Soc. , vol.43 , pp. 17-24
    • Ghosh, B.1
  • 39
    • 0000565591 scopus 로고
    • A computer movie simulating urban growth in the Detroit region
    • Tobler, W. A computer movie simulating urban growth in the Detroit region. Econ. Geogr. 1970, 46, 234-240.
    • (1970) Econ. Geogr. , vol.46 , pp. 234-240
    • Tobler, W.1
  • 41
    • 30844444604 scopus 로고    scopus 로고
    • A hybrid interpolation method for the refinement of regular grid digital elevation model
    • Shi, W.Z.; Tian, T. A hybrid interpolation method for the refinement of regular grid digital elevation model. Int. J. Geogr. Inf. Sci. 2006, 20, 53-67.
    • (2006) Int. J. Geogr. Inf. Sci. , vol.20 , pp. 53-67
    • Shi, W.Z.1    Tian, T.2
  • 43
    • 84867940917 scopus 로고    scopus 로고
    • Development of the Kriging method with application
    • Krejcr, P. Development of the Kriging method with application. Appl. Math. 2002, 47, 217-230.
    • (2002) Appl. Math. , vol.47 , pp. 217-230
    • Krejcr, P.1
  • 44
    • 26044457725 scopus 로고    scopus 로고
    • Empirical maximum likelihood Kriging: The general case
    • Pardo-Ig'uzquiza, E.; Dowd, P.A. Empirical maximum likelihood Kriging: the general case. Math. Geol. 2005, 37, 477-492.
    • (2005) Math. Geol. , vol.37 , pp. 477-492
    • Pardo-Ig'uzquiza, E.1    Dowd, P.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.