메뉴 건너뛰기




Volumn 31, Issue 10, 2011, Pages 1440-1456

A spatial regression analysis of the influence of topography on monthly rainfall in East Africa

Author keywords

East Africa; Geostatistics; Kenya; Precipitation; Spatial regression; Topography

Indexed keywords

AUTO-CORRELATED DATA; AUTOMATED SELECTION; CLIMATE DATA; CLIMATE PATTERNS; EAST AFRICA; GEO-STATISTICS; HYPOTHESIS TESTING; KENYA; KRIGING; MESOSCALE; ORDINARY LEAST SQUARES; PHYSICAL MECHANISM; PHYSICAL PROCESS; PREDICTIVE VARIABLES; SPATIAL AUTOCORRELATIONS; SPATIAL REGRESSION; SPATIALLY EXPLICIT MODELS; STATISTICAL STUDY; STEPWISE REGRESSION;

EID: 79960741682     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.2174     Document Type: Article
Times cited : (75)

References (44)
  • 2
    • 0024320123 scopus 로고
    • Bootstrap investigation of the stability of a Cox regression model
    • Altman DG, Andersen PK. 1989. Bootstrap investigation of the stability of a Cox regression model. Statistics in Medicine 8: 771-783.
    • (1989) Statistics in Medicine , vol.8 , pp. 771-783
    • Altman, D.G.1    Andersen, P.K.2
  • 3
    • 79960739245 scopus 로고    scopus 로고
    • GeoDa 0.9 User's Guide. Spatial Analysis Laboratory (SAL).Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, IL.
    • Anselin L. 2003. GeoDa 0.9 User's Guide. Spatial Analysis Laboratory (SAL).Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, IL.
    • (2003)
    • Anselin, L.1
  • 4
    • 79960713217 scopus 로고    scopus 로고
    • Exploring Spatial Data with GeoDa: A Workbook. Spatial Analysis Laboratory (SAL).Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, IL. Center for Spatially Integrated Social Science.
    • Anselin L. 2005. Exploring Spatial Data with GeoDa: A Workbook. Spatial Analysis Laboratory (SAL).Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, IL. Center for Spatially Integrated Social Science.
    • (2005)
    • Anselin, L.1
  • 5
    • 79960735815 scopus 로고    scopus 로고
    • Spatial Regression. Spatial Analysis Laboratory (SAL) and National Center for Supercomputing Applications.Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, IL.
    • Anselin L. 2006. Spatial Regression. Spatial Analysis Laboratory (SAL) and National Center for Supercomputing Applications.Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, IL.
    • (2006)
    • Anselin, L.1
  • 6
    • 0002018653 scopus 로고    scopus 로고
    • Spatial dependence in linear regression models with an introduction to spatial econometrics
    • Ullah A, Giles DE (eds). Marcel Dekker: New York
    • Anselin L, Bera, A. 1998. Spatial dependence in linear regression models with an introduction to spatial econometrics. In Handbook of Applied Economic Statistics, Ullah A, Giles DE (eds). Marcel Dekker: New York, 237-289.
    • (1998) Handbook of Applied Economic Statistics , pp. 237-289
    • Anselin, L.1    Bera, A.2
  • 7
    • 33745961098 scopus 로고    scopus 로고
    • Spatial distribution and seasonal variability of rainfall in a mountainous basin in the Himalayan Region
    • Arora M, Singh P, Goel NK, Singh RD. 2006. Spatial distribution and seasonal variability of rainfall in a mountainous basin in the Himalayan Region. Water Resources Management 20: 489-508.
    • (2006) Water Resources Management , vol.20 , pp. 489-508
    • Arora, M.1    Singh, P.2    Goel, N.K.3    Singh, R.D.4
  • 8
    • 0027834318 scopus 로고
    • Dynamic modeling of the spatial distribution of precipitation in remote mountainous areas
    • Barros AP, Lettenmaier DP. 1993. Dynamic modeling of the spatial distribution of precipitation in remote mountainous areas. Monthly Weather Review 121(4): 1195-1214.
    • (1993) Monthly Weather Review , vol.121 , Issue.4 , pp. 1195-1214
    • Barros, A.P.1    Lettenmaier, D.P.2
  • 9
    • 0042304146 scopus 로고    scopus 로고
    • An observational study of the relationship between excessively strong short rains in coastal east Africa and Indian ocean SST
    • Black E, Slingo J, Sperber KR. 2003. An observational study of the relationship between excessively strong short rains in coastal east Africa and Indian ocean SST. Monthly Weather Review 131: 74-94.
    • (2003) Monthly Weather Review , vol.131 , pp. 74-94
    • Black, E.1    Slingo, J.2    Sperber, K.R.3
  • 11
    • 33748937193 scopus 로고    scopus 로고
    • Spatial and temporal rainfall variability in mountainous areas: a case study from the south Ecuadorian Andes
    • Buytaert W, Celleri R, Willems P, De Biévre B, Wyseure G. 2006. Spatial and temporal rainfall variability in mountainous areas: a case study from the south Ecuadorian Andes. Journal of Hydrology 329(3-4): 413-421.
    • (2006) Journal of Hydrology , vol.329 , Issue.3-4 , pp. 413-421
    • Buytaert, W.1    Celleri, R.2    Willems, P.3    De Biévre, B.4    Wyseure, G.5
  • 13
    • 0037929297 scopus 로고    scopus 로고
    • The onset and cessation of the "long rains" in eastern Africa and their interannual variability
    • Camberlin P, Okoola RE. 2003. The onset and cessation of the "long rains" in eastern Africa and their interannual variability. Theoretical and Applied Climatology 75: 43-54.
    • (2003) Theoretical and Applied Climatology , vol.75 , pp. 43-54
    • Camberlin, P.1    Okoola, R.E.2
  • 14
    • 0028552275 scopus 로고
    • A statistical-topographic model for mapping climatological precipitation over mountainous terrain
    • Daly, C, Neilson, RP, Phillips, DL. 1994. A statistical-topographic model for mapping climatological precipitation over mountainous terrain. Journal of Applied Meteorology 33: 140-158.
    • (1994) Journal of Applied Meteorology , vol.33 , pp. 140-158
    • Daly, C.1    Neilson, R.P.2    Phillips, D.L.3
  • 15
    • 85004844353 scopus 로고
    • Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables
    • Derksen S, Keselman HJ. 1992. Backward, forward and stepwise automated subset selection algorithms: Frequency of obtaining authentic and noise variables. British Journal of Mathematical and Statistical Psychology 45: 265-282.
    • (1992) British Journal of Mathematical and Statistical Psychology , vol.45 , pp. 265-282
    • Derksen, S.1    Keselman, H.J.2
  • 16
    • 15744388714 scopus 로고    scopus 로고
    • The influence of topographic co-variables on the spatial variability of the precipitation over small regions of complex terrain
    • Diodato N. 2005. The influence of topographic co-variables on the spatial variability of the precipitation over small regions of complex terrain. International Journal of Climatology 25: 351-363.
    • (2005) International Journal of Climatology , vol.25 , pp. 351-363
    • Diodato, N.1
  • 17
    • 79960716630 scopus 로고    scopus 로고
    • ESRI. ESRI® ArcMap™ 9.2. Copyright © 1999-2006 ESRI Inc. All Rights Reserved.
    • ESRI. 2006. ESRI® ArcMap™ 9.2. Copyright © 1999-2006 ESRI Inc. All Rights Reserved.
    • (2006)
  • 18
    • 0007383805 scopus 로고    scopus 로고
    • Modern quantitative epidemiology in the hospital
    • 2001 in text). In, Mayhall CG (ed). Lippincott Williams & Wilkins: Philadelphia
    • Freeman J. 1999. (2001 in text). Modern quantitative epidemiology in the hospital. In Hospital Epidemiology and Infection Control, 2e., Mayhall CG (ed). Lippincott Williams & Wilkins: Philadelphia, 15-48.
    • (1999) Hospital Epidemiology and Infection Control, 2e. , pp. 15-48
    • Freeman, J.1
  • 21
    • 70449478546 scopus 로고    scopus 로고
    • Performance comparison of geostatistical algorithms for incorporating elevation into the mapping of precipitation
    • Diaz J, Tynes R, Caldwell D, Ehlen J (eds). Mary Washington College, Fredericksburg: Virginia, USA
    • Goovaerts P. 1999a. Performance comparison of geostatistical algorithms for incorporating elevation into the mapping of precipitation. In Proceedings of the 4th International Conference on GeoComputation, Diaz J, Tynes R, Caldwell D, Ehlen J (eds). Mary Washington College, Fredericksburg: Virginia, USA, 1-17.
    • (1999) Proceedings of the 4th International Conference on GeoComputation , pp. 1-17
    • Goovaerts, P.1
  • 22
    • 0033031322 scopus 로고    scopus 로고
    • Using elevation to aid the geostatistical mapping of rainfall erosivity
    • Goovaerts P. 1999b. Using elevation to aid the geostatistical mapping of rainfall erosivity. Catena 34(3-4): 227-242.
    • (1999) Catena , vol.34 , Issue.3-4 , pp. 227-242
    • Goovaerts, P.1
  • 23
    • 0034696138 scopus 로고    scopus 로고
    • Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall
    • Goovaerts P. 2000. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. Journal of Hydrology 228: 113-129.
    • (2000) Journal of Hydrology , vol.228 , pp. 113-129
    • Goovaerts, P.1
  • 24
    • 0025817111 scopus 로고
    • The effects of transformations and preliminary tests for non-linearity in regression
    • Grambsch PM, O'Brien PC. 1991. The effects of transformations and preliminary tests for non-linearity in regression. Statistics in Medicine 10: 697-709.
    • (1991) Statistics in Medicine , vol.10 , pp. 697-709
    • Grambsch, P.M.1    O'Brien, P.C.2
  • 26
    • 0000262973 scopus 로고
    • Atmospheric-hydrospheric mechanisms of climate anomalies in the western equatorial Indian Ocean
    • Hastenrath S, Nicklis A, Greishar L. 1993. Atmospheric-hydrospheric mechanisms of climate anomalies in the western equatorial Indian Ocean. Journal of Geophysical Research 98(C11): 20219-20235.
    • (1993) Journal of Geophysical Research , vol.98 , Issue.C11 , pp. 20219-20235
    • Hastenrath, S.1    Nicklis, A.2    Greishar, L.3
  • 27
    • 0031411435 scopus 로고    scopus 로고
    • Dependence of large-scale precipitation climatologies on temporal and spatial gauge sampling
    • Hulme M, New M. 1997. Dependence of large-scale precipitation climatologies on temporal and spatial gauge sampling. Journal of Climate 10: 1099-1113.
    • (1997) Journal of Climate , vol.10 , pp. 1099-1113
    • Hulme, M.1    New, M.2
  • 29
    • 0000382178 scopus 로고    scopus 로고
    • Interpolation of rainfall data with thin-plate smoothing splines I: Two dimensional smoothing of data with short range correlation
    • Hutchinson, MF 1998a. Interpolation of rainfall data with thin-plate smoothing splines I: Two dimensional smoothing of data with short range correlation. Journal of Geographic Information and Decision Analysis 2: 152-167.
    • (1998) Journal of Geographic Information and Decision Analysis , vol.2 , pp. 152-167
    • Hutchinson, M.F.1
  • 30
    • 0000229184 scopus 로고    scopus 로고
    • Interpolation of rainfall data with thin-plate smoothing splines II: Analysis of topographic dependence
    • Hutchinson MF. 1998b. Interpolation of rainfall data with thin-plate smoothing splines II: Analysis of topographic dependence. Journal of Geographic Information and Decision Analysis 2: 168-185.
    • (1998) Journal of Geographic Information and Decision Analysis , vol.2 , pp. 168-185
    • Hutchinson, M.F.1
  • 31
    • 0020947467 scopus 로고
    • A new method for estimating the spatial distribution of mean seasonal and annual rainfall applied to the Hunter Valley, New South Wales
    • Hutchinson MF, Bischof RJ 1983. A new method for estimating the spatial distribution of mean seasonal and annual rainfall applied to the Hunter Valley, New South Wales. Australian Meteorological Magazine 31: 179-184.
    • (1983) Australian Meteorological Magazine , vol.31 , pp. 179-184
    • Hutchinson, M.F.1    Bischof, R.J.2
  • 32
    • 0035303466 scopus 로고    scopus 로고
    • Topographic effects on statistical characteristics of heavy rainfall and mapping in the French Alps
    • Kieffer Weisse A, Bois P. 2001. Topographic effects on statistical characteristics of heavy rainfall and mapping in the French Alps. Journal of Applied Meteorology 40: 720-740.
    • (2001) Journal of Applied Meteorology , vol.40 , pp. 720-740
    • Kieffer Weisse, A.1    Bois, P.2
  • 33
    • 3242763977 scopus 로고    scopus 로고
    • A spatial time series framework for simulating daily precipitation at regional scales
    • Kyriakidis PC, Miller NL, Kim J. 2004. A spatial time series framework for simulating daily precipitation at regional scales. Journal of Hydrology 297: 236-255.
    • (2004) Journal of Hydrology , vol.297 , pp. 236-255
    • Kyriakidis, P.C.1    Miller, N.L.2    Kim, J.3
  • 34
    • 0037428021 scopus 로고    scopus 로고
    • Estimation models for precipitation in mountainous regions: the use of GIS and multivariate analysis
    • Marquinez J, Lastra J, Garcia P. 2003. Estimation models for precipitation in mountainous regions: the use of GIS and multivariate analysis. Journal of Hydrology 270: 1-11.
    • (2003) Journal of Hydrology , vol.270 , pp. 1-11
    • Marquinez, J.1    Lastra, J.2    Garcia, P.3
  • 36
    • 0027106059 scopus 로고
    • The climate and meteorology of Nairobi Region, Kenya
    • Ng'ang'a JK. 1992. The climate and meteorology of Nairobi Region, Kenya. African Urban Quarterly 7: 6-12.
    • (1992) African Urban Quarterly , vol.7 , pp. 6-12
    • Ng'ang'a, J.K.1
  • 37
    • 0001865253 scopus 로고    scopus 로고
    • A review of climate dynamics and climate variability in East Africa
    • Johnson TC, Odada, EO (eds). Gordon and Breah Publishers: Amsterdam.
    • Nicholson SE. 1996. A review of climate dynamics and climate variability in East Africa. In The Limnology, Climatology and Paleoclimatology of the East African Lakes, Johnson TC, Odada, EO (eds). Gordon and Breah Publishers: Amsterdam.
    • (1996) The Limnology, Climatology and Paleoclimatology of the East African Lakes
    • Nicholson, S.E.1
  • 38
    • 20844458434 scopus 로고    scopus 로고
    • Influence of topography on monthly rainfall distribution over East Africa
    • Oettli P, Camberlin P. 2005. Influence of topography on monthly rainfall distribution over East Africa. Climate Research 283: 199-212.
    • (2005) Climate Research , vol.283 , pp. 199-212
    • Oettli, P.1    Camberlin, P.2
  • 39
    • 0032438076 scopus 로고    scopus 로고
    • Comparison of geostatistical methods for estimating the areal average climatological rainfall mean using data on precipitation and topography
    • Pardo-Iguzquiza E. 1998. Comparison of geostatistical methods for estimating the areal average climatological rainfall mean using data on precipitation and topography. International Journal of Climatology 18: 1031-1047.
    • (1998) International Journal of Climatology , vol.18 , pp. 1031-1047
    • Pardo-Iguzquiza, E.1
  • 41
    • 31944443386 scopus 로고    scopus 로고
    • On the horizontal scale of elevation dependence of Australian monthly precipitation
    • Sharples JJ, Hutchinson MF, Jellett DR. 2005. On the horizontal scale of elevation dependence of Australian monthly precipitation. Journal of Applied Meteorology 44: 1850-1865.
    • (2005) Journal of Applied Meteorology , vol.44 , pp. 1850-1865
    • Sharples, J.J.1    Hutchinson, M.F.2    Jellett, D.R.3
  • 42
    • 84981757147 scopus 로고
    • A determination of the effect of topography upon precipitation
    • Spreen WC. 1947. A determination of the effect of topography upon precipitation. Transactions-American Geophysical Union 28: 285-290.
    • (1947) Transactions-American Geophysical Union , vol.28 , pp. 285-290
    • Spreen, W.C.1
  • 44
    • 0033998289 scopus 로고    scopus 로고
    • Deforestation and cattle ranching in the Brazilian Amazon: External capital household processes
    • Walker R, Moran E, Anselin L. 2000. Deforestation and cattle ranching in the Brazilian Amazon: External capital household processes. World Development 28(4): 683-699.
    • (2000) World Development , vol.28 , Issue.4 , pp. 683-699
    • Walker, R.1    Moran, E.2    Anselin, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.