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Journal of Environmental Science and Health, Part A
Toxic/Hazardous Substances and Environmental Engineering
Volume 43, 2008 - Issue 14
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ARTICLES

An application of artificial neural network models to estimate air temperature data in areas with sparse network of meteorological stations

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Pages 1752-1757 | Received 01 Oct 2007, Published online: 05 Nov 2008

References

  • Tveito , O. E. and Schöner , W. 2002 . Applications of spatial interpolation of climatological and meteorological elements by the use of geographical information systems (GIS) , Klima : Norwegian Meteorological Institute . Report no 28/02, ISSN 0805-9918
  • Bolstad , P. V. , Swift , L. , Collins , F. and Régnière , J. 1998 . Measured and predicted air temperatures at basin to regional scales in the southern Appalachian mountains . Agr. Forest. Meteorol. , 91 : 161 – 176 .
  • Cheng , S. Y. , Huang , G. H. , Chakma , A. , Hao , R. X. , Liu , L. and Zhang , X. H. 2001 . Estimation of atmospheric mixing heights using data from airport meteorological stations . J. Environ. Sci. Health , 36 ( 4 ) : 521 – 532 . Pt. A
  • Cheng , S. Y. , Jin , Y. Q. , Liu , L. , Huang , G. H. , Hao , R. X. and Jansson , C. R.E. 2002 . Estimation of atmospheric mixing heights over large areas using data from airport meteorological stations . J. Environ. Sci. Health , 37 ( 6 ) : 991 – 1007 . Part A
  • Rigol , J. P. , Jarvis , C. H. and Stuart , N. 2001 . Artificial neural networks as a tool for spatial interpolation . Int. J. Geogr. Inf. Sci. , 15 ( 4 ) : 323 – 343 .
  • Openshaw , S. and Openshaw , C. 1997 . Artificial Intelligence in Geography , Chichester : John Wiley and Sons Ltd. .
  • Krishnamurti , T. N. , Kishtawal , C. M. , LaRow , T. E. , Bachiochi , D. R. , Zhang , Z. , Willford , C. E. , Gadgil , S. and Surendran , S. 1999 . Improved weather and seasonal climate forecast from multimodel superensemble . Science , 285 : 1548 – 1550 .
  • Evans , R. E. , Harrison , M. S.J. and Graham , R. 2000 . Joint medium-range ensembles from the Met Office and ECMWF systems . Mon. Wea. Rev. , 128 : 3104 – 3127 .
  • Dimopoulos , I F. , Tsiros , I X. , Serelis , K and Chronopoulou , A . 2004 . Combining neural network models to predict spatial patterns of airborne pollutant accumulation in soils around an industrial point emission source . J. Air Waste Manag. Assoc. , 54 ( 12 ) : 1506 – 1515 .
  • Tsiros , I. and Dimopoulos , I. 2003 . A preliminary study of the application of some predictive modeling techniques to assess atmospheric mercury emissions from terrestrial surfaces . J. Environ. Sci. Health , 38 ( 11 ) : 2495 – 2508 . Pt. A
  • Dimopoulos , I. , Tsiros , I. , Serelis , K. , Kamoutsis , A. and Chronopoulou , A. 2003 . An application of parametric and non-parametric models to the assessment of fluoride levels in vegetation exposed to stack emissions of an aluminum reduction plant in Greece . J. Air & Waste Manage. Assoc. , 53 : 396 – 405 .
  • Podnar , D. , Koracin , D. and Panorska , A. 2002 . Application of artificial neural networks to modeling the transport and dispersion of tracers in complex terrain . Atmos. Environ. , 36 : 561 – 570 .
  • Melas , D. , Kioutsoukis , I. and Ziomas , I. C. 2000 . Neural network model for predicting peak photochemical pollutant levels . J. Air Waste Manage. Assoc. , 50 : 495 – 501 .
  • Dimopoulos , J. , Chronopoulos , J. , Chronopoulou-Sereli , A. and Lek , S. 1999 . Neural network models to study relationships between lead concentration in grasses and permanent urban descriptors in Athens city (Greece) . Ecol. Model. , 120 : 157 – 165 .
  • Rumelhart , D. E. , Hinton , G. E. and Williams , R. J. 1986 . Parallel Distributed Processing Explorations in the Microstructure of Cognition , Edited by: Rumelhart , D. E. and McClelland , J. L. Vol. 1 , 318 – 362 . Cambridge, MA : MIT Press, Bradfords Books .
  • Rumelhart , D. E. , Hinton , G. E. and Williams , R. J. 1986 . Learning representations by back-propagating error . Nature , 323 : 533 – 536 .

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