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Volumn 43, Issue 2, 2011, Pages 188-210

A Hybrid Framework for Space-Time Modeling of Environmental Data

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY ASSESSMENT; ARTIFICIAL NEURAL NETWORK; FORECASTING METHOD; LEARNING; MODELING; STATISTICAL ANALYSIS; STOCHASTICITY;

EID: 79953293945     PISSN: 00167363     EISSN: 15384632     Source Type: Journal    
DOI: 10.1111/j.1538-4632.2011.00813.x     Document Type: Article
Times cited : (22)

References (28)
  • 2
    • 0008750388 scopus 로고
    • The Representation and Identification of Spatio-Temporal Systems
    • An Example of Population Diffusion in North-West England.
    • Bennett, R. J. (1975). "The Representation and Identification of Spatio-Temporal Systems: An Example of Population Diffusion in North-West England. Transactions of the Institute of British Geographers 66, 73-94.
    • (1975) Transactions of the Institute of British Geographers , vol.66 , pp. 73-94
    • Bennett, R.J.1
  • 4
    • 0030432956 scopus 로고    scopus 로고
    • Geographically Weighted Regression-A Method for Exploring Spatial Non-Stationarity
    • Brundson, C. F., A. S. Fotheringham, and M. Charlton (1996). "Geographically Weighted Regression-A Method for Exploring Spatial Non-Stationarity. Geographical Analysis 28, 281-98.
    • (1996) Geographical Analysis , vol.28 , pp. 281-298
    • Brundson, C.F.1    Fotheringham, A.S.2    Charlton, M.3
  • 5
    • 53349174995 scopus 로고    scopus 로고
    • Integrated Spatio-Temporal Data Mining for Forest Fire Prediction
    • Cheng, T., and J. Wang (2008). "Integrated Spatio-Temporal Data Mining for Forest Fire Prediction. Transactions in GIS 12, 591-611.
    • (2008) Transactions in GIS , vol.12 , pp. 591-611
    • Cheng, T.1    Wang, J.2
  • 6
    • 70449715145 scopus 로고    scopus 로고
    • Accommodating Spatial Associations in DRNN for Space-Time Analysis
    • Cheng, T., and J. Wang (2009). "Accommodating Spatial Associations in DRNN for Space-Time Analysis. Computers, Environment and Urban Systems 33, 409-18.
    • (2009) Computers, Environment and Urban Systems , vol.33 , pp. 409-418
    • Cheng, T.1    Wang, J.2
  • 9
    • 34248176377 scopus 로고    scopus 로고
    • A New Image Prediction Model Based on Spatio-Temporal Techniques
    • Crespo, J. L., M. Zorrilla, P. Bernardos, and E. Mora (2007). "A New Image Prediction Model Based on Spatio-Temporal Techniques. The Visual Computer 23, 419-31.
    • (2007) The Visual Computer , vol.23 , pp. 419-431
    • Crespo, J.L.1    Zorrilla, M.2    Bernardos, P.3    Mora, E.4
  • 10
    • 20444485821 scopus 로고    scopus 로고
    • Predictive Spatio-Temporal Models for Spatially Sparse Environmental Data
    • De Luna, X., and M. G. Genton (2005). "Predictive Spatio-Temporal Models for Spatially Sparse Environmental Data. Statistica Sinica 15, 547-68.
    • (2005) Statistica Sinica , vol.15 , pp. 547-568
    • De Luna, X.1    Genton, M.G.2
  • 11
    • 0027751505 scopus 로고
    • Exploring Relationships between Semi-Variogram and Spatial Autoregressive Models
    • Griffith, D., and F. Csillag (1993). "Exploring Relationships between Semi-Variogram and Spatial Autoregressive Models. Papers in Regional Science 72, 283-95.
    • (1993) Papers in Regional Science , vol.72 , pp. 283-295
    • Griffith, D.1    Csillag, F.2
  • 12
    • 0029668953 scopus 로고    scopus 로고
    • Multivariate Spatial Prediction in the Presence of Non-Linear Trend and Covariance Non-Stationarity
    • Haas, T. (1998). "Multivariate Spatial Prediction in the Presence of Non-Linear Trend and Covariance Non-Stationarity. Environmetrics 7, 145-65.
    • (1998) Environmetrics , vol.7 , pp. 145-165
    • Haas, T.1
  • 15
    • 12444307523 scopus 로고
    • The Econometric Specification and Estimation of Spatial-Temporal Models
    • In, edited by T. Carlstein, D. Parkes, and N. Thrift. London: Edward Arnold.
    • Hepple, L. (1978). "The Econometric Specification and Estimation of Spatial-Temporal Models." In Timing Space and Spacing Time. Vol. 3, Time and Regional Dynamics, 66-81, edited by T. Carlstein, D. Parkes, and N. Thrift London: Edward Arnold.
    • (1978) Timing Space and Spacing Time. Vol. 3, Time and Regional Dynamics , pp. 66-81
    • Hepple, L.1
  • 16
    • 77952424716 scopus 로고    scopus 로고
    • Space-Time Geostatistics for Geography
    • A Case Study f Radiation Monitoring across Parts of Germany.
    • Heuvelink, G., and D. Griffith (2010). "Space-Time Geostatistics for Geography: A Case Study f Radiation Monitoring across Parts of Germany. Geographical Analysis 42, 161-79.
    • (2010) Geographical Analysis , vol.42 , pp. 161-179
    • Heuvelink, G.1    Griffith, D.2
  • 17
    • 0025627940 scopus 로고
    • Universal Approximation of an Unknown Mapping and Its Derivatives Using Multilayer Feedforward Networks
    • Hornik, K., M. Stinchombe, and H. White (1990). "Universal Approximation of an Unknown Mapping and Its Derivatives Using Multilayer Feedforward Networks. Neural Networks 3, 551-60.
    • (1990) Neural Networks , vol.3 , pp. 551-560
    • Hornik, K.1    Stinchombe, M.2    White, H.3
  • 22
    • 0242339728 scopus 로고    scopus 로고
    • STIFF
    • A Forecasting Framework for Spatio-Temporal Data." In, edited by O. R. Zaïane, S. J. Simoff, and C. Djeraba. Berlin: Springer-Verlag.
    • Li, Z., M. H. Dunham, and Y. Xiao (2003). "STIFF: A Forecasting Framework for Spatio-Temporal Data." In Mining Multimedia and Complex Data, Lecture Notes in Computer Science, Vol. 2797: 183-98, edited by O. R. Zaïane, S. J. Simoff, and C. Djeraba Berlin: Springer-Verlag.
    • (2003) Mining Multimedia and Complex Data, Lecture Notes in Computer Science , vol.2797 , pp. 183-198
    • Li, Z.1    Dunham, M.H.2    Xiao, Y.3
  • 23
    • 0141512076 scopus 로고
    • The Identification of Regional Forecasting Models Using Space-Time Correlation Functions
    • Martin, R. L., and J. E. Oeppen (1975). "The Identification of Regional Forecasting Models Using Space-Time Correlation Functions. Transactions of the Institute of British Geographers 66, 95-118.
    • (1975) Transactions of the Institute of British Geographers , vol.66 , pp. 95-118
    • Martin, R.L.1    Oeppen, J.E.2
  • 25
    • 79953314394 scopus 로고    scopus 로고
    • Geographical Data Mining: Key Design Issues." In The Proceedings of the Fourth International Conference on GeoComputation, Mary Washington College, Fredericksburg, VA, 25-28. Available at (accessed on January 6, 2011).
    • Openshaw, S. (1999). "Geographical Data Mining: Key Design Issues." In The Proceedings of the Fourth International Conference on GeoComputation, Mary Washington College, Fredericksburg, VA, 25-28. Available at (accessed on January 6, 2011).
    • (1999)
    • Openshaw, S.1
  • 27
    • 0018985164 scopus 로고
    • A Three-Stage Iterative Procedure for Space-Time Modelling
    • Pfeifer, P. E., and S. J. Deutsch (1980). "A Three-Stage Iterative Procedure for Space-Time Modelling. Technometrics 22, 35-47.
    • (1980) Technometrics , vol.22 , pp. 35-47
    • Pfeifer, P.E.1    Deutsch, S.J.2
  • 28
    • 0037591648 scopus 로고    scopus 로고
    • Misspecifications in Interaction Model Distance Decay Relations
    • A Spatial Structure Effect.
    • Tiefelsdorf, M. (2003). "Misspecifications in Interaction Model Distance Decay Relations: A Spatial Structure Effect. Journal of Geographical Systems 5, 25-50.
    • (2003) Journal of Geographical Systems , vol.5 , pp. 25-50
    • Tiefelsdorf, M.1


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