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References (29)
-
K. Cheung, L.-R. Huang, Cheng-shang Lee (2008)
Characteristics of rainfall during tropical cyclone periods in TaiwanNatural Hazards and Earth System Sciences, 8
-
T. Rangel, J. Diniz‐Filho, L. Bini (2006)
Towards an integrated computational tool for spatial analysis in macroecology and biogeographyGlobal Ecology and Biogeography, 15
-
Xuyang Ge, Tim Li, Shengjun Zhang, M. Peng (2010)
What causes the extremely heavy rainfall in Taiwan during Typhoon Morakot (2009)?Atmospheric Science Letters, 11
-
R. Hilborn, M. Mangel (1997)
The Ecological Detective: Confronting Models with Data -
R. Freckleton (1999)
The Ecological Detective: Confronting Models with DataJournal of Applied Ecology, 36
-
D. Harris, M. Menabde, A. Seed, G. Austin (1996)
Multifractal characterization of rain fields with a strong orographic influenceJournal of Geophysical Research, 101
-
T. Keitt, O. Bjørnstad, P. Dixon, S. Citron-Pousty, T. Keitt, O. Bjørnstad, P. Dixon, S. Citron-Pousty, Accounting, P Dixon
Accounting for Spatial Pattern When Modeling Organism- Environment Interactions -
C. Lloyd (2006)
Local Models for Spatial Analysis -
N. Wrigley, A. Cliff, J. Ord (1981)
Spatial Processes: Models and Applications, 147
-
J. Lundquist, J. Minder, P. Neiman, E. Sukovich (2010)
Relationships between Barrier Jet Heights, Orographic Precipitation Gradients, and Streamflow in the Northern Sierra NevadaJournal of Hydrometeorology, 11
-
C. Daly, W. Gibson, G. Taylor, G. Johnson, Phillip Pasteris (2002)
A knowledge-based approach to the statistical mapping of climateClimate Research, 22
-
C. Lloyd (2005)
Assessing the effect of integrating elevation data into the estimation of monthly precipitation in Great BritainJournal of Hydrology, 308
-
M. Tognelli, D. Kelt (2004)
Analysis of determinants of mammalian species richness in South America using spatial autoregressive modelsEcography, 27
-
C. Daly, R. Neilson, D. Phillips (1994)
A Statistical-Topographic Model for Mapping Climatological Precipitation over Mountainous TerrainJournal of Applied Meteorology, 33
-
C. Beale, J. Lennon, J. Yearsley, M. Brewer, D. Elston (2010)
Regression analysis of spatial data.Ecology letters, 13 2
-
P. Moran (1950)
Notes on continuous stochastic phenomena.Biometrika, 37 1-2
-
Haijing Shi, L. Zhang, Jianguo Liu (2006)
A new spatial-attribute weighting function for geographically weighted regressionCanadian Journal of Forest Research, 36
-
L. Zhang, J. Gove, L. Heath (2005)
Spatial residual analysis of six modeling techniquesEcological Modelling, 186
-
P. Allamano, P. Claps, F. Laio, C. Thea (2009)
A data-based assessment of the dependence of short-duration precipitation on elevationPhysics and Chemistry of The Earth, 34
-
C. Brunsdon, Download Here, David Mermin (2002)
Geographically Weighted Regression: The Analysis of Spatially Varying Relationships -
A. Basist, G. Bell, V. Meentemeyer (1994)
Statistical Relationships between Topography and Precipitation PatternsJournal of Climate, 7
-
P. Goovaerts (2000)
Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfallJournal of Hydrology, 228
-
Chris Brunsdon, John McClatchey, D. Unwin (2001)
Spatial variations in the average rainfall–altitude relationship in Great Britain: an approach using geographically weighted regressionInternational Journal of Climatology, 21
-
H. Guan, John Wilson, Oleg Makhnin (2005)
Geostatistical Mapping of Mountain Precipitation Incorporating Autosearched Effects of Terrain and Climatic CharacteristicsJournal of Hydrometeorology, 6
-
S. Dark (2004)
The biogeography of invasive alien plants in California: an application of GIS and spatial regression analysisDiversity and Distributions, 10
-
Werner Kissling, G. Carl (2007)
Spatial autocorrelation and the selection of simultaneous autoregressive modelsGlobal Ecology and Biogeography, 17
-
R. Haining (2003)
Spatial Data Analysis: Theory and Practice -
Shuangcheng Li, Zhiqiang Zhao, Xie Miaomiao, Yanglin Wang (2010)
Investigating spatial non-stationary and scale-dependent relationships between urban surface temperature and environmental factors using geographically weighted regressionEnviron. Model. Softw., 25
-
J. Lichstein, T. Simons, S. Shriner, K. Franzreb (2002)
Spatial autocorrelation and autoregressive models in ecologyEcological Monographs, 72
- Publisher
- Wiley
- Copyright
- Copyright © 2012 John Wiley & Sons, Ltd.
- ISSN
- 0885-6087
- eISSN
- 1099-1085
- DOI
- 10.1002/hyp.8403
- Publisher site
- See Article on Publisher Site
Abstract
A spatially autocorrelated effect exists in precipitation of a mountainous basin. This study examines the relationship between maximum annual rainfall and elevation in the Kaoping River Basin of southern Taiwan using spatial regression models (i.e. geographically weighted regression (GWR), simultaneous autoregression (SAR), and conditional autoregression (CAR)). Results show that the GWR, SAR, and CAR models can improve spatial data fitting and provide an enhanced estimation for the rainfall–elevation relationship than the ordinary least squares approach. In particular, GWR achieves the most accurate estimation, and SAR and CAR achieve similar performance in terms of the Akaike information criterion. The relationship between extreme rainfall and elevation for longer duration is more concise than that for short durations. Results show that the spatial distribution of precipitation depends on elevation and that rainfall patterns in study area are heterogeneous between the southwestern plain and the eastern mountain area. Copyright © 2011 John Wiley & Sons, Ltd.
Journal
Hydrological Processes – Wiley
Published: Oct 15, 2012