메뉴 건너뛰기




Volumn 35, Issue 9, 2014, Pages 3074-3093

Spatial downscaling of TRMM 3B43 precipitation considering spatial heterogeneity

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE RESOLUTION; RAIN; REGRESSION ANALYSIS; SURVEYING; VEGETATION;

EID: 84899656640     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2014.902550     Document Type: Article
Times cited : (87)

References (42)
  • 1
    • 0029507498 scopus 로고
    • Local Indicators of Spatial Association-LISA
    • Anselin, L. 1995. "Local Indicators of Spatial Association-LISA." Geographical Analysis 27: 93-115. doi:10.1111/j.1538-4632.1995.tb00338.x.
    • (1995) Geographical Analysis , vol.27 , pp. 93-115
    • Anselin, L.1
  • 2
    • 82155171388 scopus 로고    scopus 로고
    • Comparison of TRMM Multisatellite Precipitation Analysis (TMPA) Products and Daily-Monthly Gauge Data Over Bali
    • As-Syakur, A. R., T. Tanaka, R. Prasetia, I. K. Swardika, and I. W. Kasa. 2011. "Comparison of TRMM Multisatellite Precipitation Analysis (TMPA) Products and Daily-Monthly Gauge Data Over Bali." International Journal of Remote Sensing 32: 8969-8982. doi:10.1080/01431161.2010.531784.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 8969-8982
    • As-Syakur, A.R.1    Tanaka, T.2    Prasetia, R.3    Swardika, I.K.4    Kasa, I.W.5
  • 4
    • 0000488990 scopus 로고
    • The Estimation of Monthly Rainfall from Satellite Data
    • Barrett, E. C. 1970. "The Estimation of Monthly Rainfall from Satellite Data." Monthly Weather Review 98: 322-327. doi:10.1175/1520-0493(1970)098<0322:TEOMRF>2.3.CO;2.
    • (1970) Monthly Weather Review , vol.98 , pp. 322-327
    • Barrett, E.C.1
  • 5
    • 84870538053 scopus 로고    scopus 로고
    • Multi-Technique Observations on Precipitation and other Related Phenomena During Cyclone Aila at a Tropical Location
    • Bhattacharya, A., A. Adhikari, and A. Maitra. 2013. "Multi-Technique Observations on Precipitation and other Related Phenomena During Cyclone Aila at a Tropical Location." International Journal of Remote Sensing 34: 1965-1980. doi:10.1080/01431161.2012.730157.
    • (2013) International Journal of Remote Sensing , vol.34 , pp. 1965-1980
    • Bhattacharya, A.1    Adhikari, A.2    Maitra, A.3
  • 6
    • 0030432956 scopus 로고    scopus 로고
    • Geographically Weighted Regression: A Method For Exploring Spatial Nonstationarity
    • Brunsdon, C., A. S. Fotheringham, and M. E. Charlton. 1996. "Geographically Weighted Regression: A Method For Exploring Spatial Nonstationarity." Geographical Analysis 28: 281-298. doi:10.1111/j.1538-4632.1996.tb00936.x.
    • (1996) Geographical Analysis , vol.28 , pp. 281-298
    • Brunsdon, C.1    Fotheringham, A.S.2    Charlton, M.E.3
  • 7
    • 84878776480 scopus 로고    scopus 로고
    • NDVI, Temperature and Precipitation Changes and Their Relationships with Different Vegetation Types During 1998-2007 in Inner Mongolia, China
    • Chuai, X., X. Huang, W. Wang, and G. Bao. 2013. "NDVI, Temperature and Precipitation Changes and Their Relationships with Different Vegetation Types During 1998-2007 in Inner Mongolia, China." International Journal of Climatology 33: 1696-1706. doi:10.1002/joc.3543.
    • (2013) International Journal of Climatology , vol.33 , pp. 1696-1706
    • Chuai, X.1    Huang, X.2    Wang, W.3    Bao, G.4
  • 9
    • 84872358196 scopus 로고    scopus 로고
    • First Results from Version 7 TRMM 3B43 Precipitation Product in Combination with a New Downscaling-Calibration Procedure
    • Duan, Z., and W. G. M. Bastiaanssen. 2013. "First Results from Version 7 TRMM 3B43 Precipitation Product in Combination with a New Downscaling-Calibration Procedure." Remote Sensing of Environment 131: 1-13. doi:10.1016/j.rse.2012.12.002.
    • (2013) Remote Sensing of Environment , vol.131 , pp. 1-13
    • Duan, Z.1    Bastiaanssen, W.G.M.2
  • 10
    • 0842306347 scopus 로고    scopus 로고
    • Geographical Weighting as a Further Refinement to Regression Modelling: An Example Focused on the NDVI-Rainfall Relationship
    • Foody, G. 2003. "Geographical Weighting as a Further Refinement to Regression Modelling: An Example Focused on the NDVI-Rainfall Relationship." Remote Sensing of Environment 88: 283-293. doi:10.1016/j.rse.2003.08.004.
    • (2003) Remote Sensing of Environment , vol.88 , pp. 283-293
    • Foody, G.1
  • 12
    • 0020014814 scopus 로고
    • Smooth Interpolation of Scattered Data by Local Thin Plate Splines
    • Franke, R. 1982. "Smooth Interpolation of Scattered Data by Local Thin Plate Splines." Computers & Mathematics with Applications 8: 273-281. doi:10.1016/0898-1221(82)90009-8.
    • (1982) Computers & Mathematics with Applications , vol.8 , pp. 273-281
    • Franke, R.1
  • 13
    • 84863295556 scopus 로고    scopus 로고
    • Investigating Spatial Variation in the Relationships between NDVI and Environmental Factors at Multi-Scales: A Case Study of Guizhou Karst Plateau, China
    • Gao, J., S. Li, Z. Zhao, and Y. Cai. 2012. "Investigating Spatial Variation in the Relationships between NDVI and Environmental Factors at Multi-Scales: A Case Study of Guizhou Karst Plateau, China." International Journal of Remote Sensing 33: 2112-2129. doi:10.1080/01431161.2011.605811.
    • (2012) International Journal of Remote Sensing , vol.33 , pp. 2112-2129
    • Gao, J.1    Li, S.2    Zhao, Z.3    Cai, Y.4
  • 15
    • 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. doi:10.1016/S0022-1694(00)00144-X.
    • (2000) Journal of Hydrology , vol.228 , pp. 113-129
    • Goovaerts, P.1
  • 16
    • 0031060950 scopus 로고    scopus 로고
    • On the Use of NDVI for Estimating Rainfall Fields in the Kalahari of Botswana
    • Grist, J., S. E. Nicholson, and A. Mpolokang. 1997. "On the Use of NDVI for Estimating Rainfall Fields in the Kalahari of Botswana." Journal of Arid Environments 35: 195-214. doi:10.1006/jare.1996.0172.
    • (1997) Journal of Arid Environments , vol.35 , pp. 195-214
    • Grist, J.1    Nicholson, S.E.2    Mpolokang, A.3
  • 17
    • 69349083425 scopus 로고    scopus 로고
    • A Cluster-Optimizing Regression-Based Approach for Precipitation Spatial Downscaling in Mountainous Terrain
    • Guan, H., J. L. Wilson, and H. J. Xie. 2009. "A Cluster-Optimizing Regression-Based Approach for Precipitation Spatial Downscaling in Mountainous Terrain." Journal of Hydrology 375: 578-588. doi:10.1016/j.jhydrol.2009.07.007.
    • (2009) Journal of Hydrology , vol.375 , pp. 578-588
    • Guan, H.1    Wilson, J.L.2    Xie, H.J.3
  • 19
    • 33947356755 scopus 로고    scopus 로고
    • The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales
    • Huffman, G. J., D. T. Bolvin, E. J. Nelkin, D. B. Wolff, R. F. Adler, G. Gu, Y. Hong, K. P. Bowman, and E. F. Stocker. 2007. "The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales." Journal of Hydrometeorology 8: 38-55. doi:10.1175/JHM560.1.
    • (2007) Journal of Hydrometeorology , vol.8 , pp. 38-55
    • Huffman, G.J.1    Bolvin, D.T.2    Nelkin, E.J.3    Wolff, D.B.4    Adler, R.F.5    Gu, G.6    Hong, Y.7    Bowman, K.P.8    Stocker, E.F.9
  • 20
    • 0034465224 scopus 로고    scopus 로고
    • Rain-Profiling Algorithm for the TRMM Precipitation Radar
    • Iguchi, T., T. Kozu, R. Meneghini, J. Awaka, and K. Okamoto. 2000. "Rain-Profiling Algorithm for the TRMM Precipitation Radar." Journal of Applied Meteorology 39: 2038-2052. doi:10.1175/1520-0450(2001)040<2038:RPAFTT>2.0.CO;2.
    • (2000) Journal of Applied Meteorology , vol.39 , pp. 2038-2052
    • Iguchi, T.1    Kozu, T.2    Meneghini, R.3    Awaka, J.4    Okamoto, K.5
  • 21
    • 58149133644 scopus 로고    scopus 로고
    • Spatial Downscaling of TRMM Precipitation Using Vegetative Response on the Iberian Peninsula
    • Immerzeel, W. W., M. M. Rutten, and P. Droogers. 2009. "Spatial Downscaling of TRMM Precipitation Using Vegetative Response on the Iberian Peninsula." Remote Sensing of Environment 113: 362-370. doi:10.1016/j.rse.2008.10.004.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 362-370
    • Immerzeel, W.W.1    Rutten, M.M.2    Droogers, P.3
  • 22
    • 60949091603 scopus 로고    scopus 로고
    • NDVI Prediction Over Mongolian Grassland Using GSMaP Precipitation Data and JRA-25/JCDAS Temperature Data
    • Iwasaki, H. 2009. "NDVI Prediction Over Mongolian Grassland Using GSMaP Precipitation Data and JRA-25/JCDAS Temperature Data." Journal of Arid Environments 73: 557-562. doi:10.1016/j.jaridenv.2008.12.007.
    • (2009) Journal of Arid Environments , vol.73 , pp. 557-562
    • Iwasaki, H.1
  • 23
    • 84899644177 scopus 로고    scopus 로고
    • Jarvis, A., H. Reuter, A. Nelson, and E. Guevara. 2008. "Hole-filled SRTM for the Globe Version 4." Available from the CGIAR-SXI SRTM 90m database: http://srtm.csi.cgiar.org.
    • (2008)
    • Jarvis, A.1    Reuter, H.2    Nelson, A.3    Guevara, E.4
  • 24
    • 81355161468 scopus 로고    scopus 로고
    • A statistical Spatial Downscaling Algorithm of TRMM Precipitation Based on NDVI and DEM in the Qaidam Basin of China
    • Jia, S. F., W. B. Zhu, A. F. Lu{double acute}, and T. T. Yan. 2011. "A statistical Spatial Downscaling Algorithm of TRMM Precipitation Based on NDVI and DEM in the Qaidam Basin of China." Remote Sensing of Environment 115: 3069-3079. doi:10.1016/j.rse.2011.06.009.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 3069-3079
    • Jia, S.F.1    Zhu, W.B.2    Lu, A.F.3    Yan, T.T.4
  • 25
    • 69349083941 scopus 로고    scopus 로고
    • NDVI-Rainfall Relationship in the Semliki Watershed of the Equatorial Nile
    • Kileshye Onema, J.-M., and A. Taigbenu. 2009. "NDVI-Rainfall Relationship in the Semliki Watershed of the Equatorial Nile." Physics and Chemistry of the Earth, Parts A/B/C 34: 711-721. doi:10.1016/j.pce.2009.06.004.
    • (2009) Physics and Chemistry of the Earth, Parts A/B/C , vol.34 , pp. 711-721
    • Kileshye Onema, J.-M.1    Taigbenu, A.2
  • 26
    • 77958489667 scopus 로고    scopus 로고
    • High-Resolution Space-Time Rainfall Analysis Using Integrated ANN Inference Systems
    • Langella, G., A. Basile, A. Bonfante, and F. Terribile. 2010. "High-Resolution Space-Time Rainfall Analysis Using Integrated ANN Inference Systems." Journal of Hydrology 387: 328-342. doi:10.1016/j.jhydrol.2010.04.027.
    • (2010) Journal of Hydrology , vol.387 , pp. 328-342
    • Langella, G.1    Basile, A.2    Bonfante, A.3    Terribile, F.4
  • 27
    • 0037051194 scopus 로고    scopus 로고
    • Relations between AVHRR NDVI and Ecoclimatic Parameters in China
    • Li, B., S. Tao, and R. Dawson. 2002. "Relations between AVHRR NDVI and Ecoclimatic Parameters in China." International Journal of Remote Sensing 23: 989-999. doi:10.1080/014311602753474192.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 989-999
    • Li, B.1    Tao, S.2    Dawson, R.3
  • 28
    • 77950857979 scopus 로고    scopus 로고
    • An Improved Statistical Approach to Merge Satellite Rainfall Estimates and Raingauge Data
    • Li, M., and Q. X. Shao. 2010. "An Improved Statistical Approach to Merge Satellite Rainfall Estimates and Raingauge Data." Journal of Hydrology 385: 51-64. doi:10.1016/j.jhydrol.2010.01.023.
    • (2010) Journal of Hydrology , vol.385 , pp. 51-64
    • Li, M.1    Shao, Q.X.2
  • 29
    • 51149106812 scopus 로고    scopus 로고
    • Towards Deterministic Downscaling of SMOS Soil Moisture using MODIS Derived Soil Evaporative Efficiency
    • Merlin, O., J. P. Walker, A. Chehbouni, and Y. Kerr. 2008. "Towards Deterministic Downscaling of SMOS Soil Moisture using MODIS Derived Soil Evaporative Efficiency." Remote sensing of environment 112: 3935-3946. doi:10.1016/j.rse.2008.06.012.
    • (2008) Remote sensing of environment , vol.112 , pp. 3935-3946
    • Merlin, O.1    Walker, J.P.2    Chehbouni, A.3    Kerr, Y.4
  • 30
    • 84884358935 scopus 로고    scopus 로고
    • Multitemporal Comparative Analysis of TRMM-3B42 Satellite-Estimated Rainfall with Surface Gauge Data at Basin Scales: Daily, Decadal and Monthly Evaluations
    • Ouma, Y. O., T. Owiti, E. Kipkorir, J. Kibiiy, and R. Tateishi. 2012. "Multitemporal Comparative Analysis of TRMM-3B42 Satellite-Estimated Rainfall with Surface Gauge Data at Basin Scales: Daily, Decadal and Monthly Evaluations." International Journal of Remote Sensing 33: 7662-7684. doi:10.1080/01431161.2012.701347.
    • (2012) International Journal of Remote Sensing , vol.33 , pp. 7662-7684
    • Ouma, Y.O.1    Owiti, T.2    Kipkorir, E.3    Kibiiy, J.4    Tateishi, R.5
  • 31
    • 77951620161 scopus 로고    scopus 로고
    • Precipitation Retrieval from Space: An Overview
    • Prigent, C. 2010. "Precipitation Retrieval from Space: An Overview." Comptes Rendus Geoscience 342: 380-389. doi:10.1016/j.crte.2010.01.004.
    • (2010) Comptes Rendus Geoscience , vol.342 , pp. 380-389
    • Prigent, C.1
  • 32
    • 0028183911 scopus 로고
    • SMAC: A Simplified Method for the Atmospheric Correction of Satellite Measurements in the Solar Spectrum
    • Rahman, H., and G. Dedieu. 1994. "SMAC: A Simplified Method for the Atmospheric Correction of Satellite Measurements in the Solar Spectrum." International Journal of Remote Sensing 15: 123-143. doi:10.1080/01431169408954055.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 123-143
    • Rahman, H.1    Dedieu, G.2
  • 33
    • 79959798819 scopus 로고    scopus 로고
    • Application of GIS and Geographically Weighted Regression to Evaluate the Spatial Non-Stationarity Relationships between Precipitation vs. Irrigated and Rainfed Maize and Soybean Yields
    • Sharma, V., A. Kilic, I. Kabenge, and S. Irmak. 2011. "Application of GIS and Geographically Weighted Regression to Evaluate the Spatial Non-Stationarity Relationships between Precipitation vs. Irrigated and Rainfed Maize and Soybean Yields." American Society of Agricultural and Biological Engineers 35: 953-972.
    • (2011) American Society of Agricultural and Biological Engineers , vol.35 , pp. 953-972
    • Sharma, V.1    Kilic, A.2    Kabenge, I.3    Irmak, S.4
  • 34
    • 0014432211 scopus 로고
    • A Two-dimensional Interpolation Function for Irregularly-spaced Data
    • New York,: ACM
    • Shepard, D. 1968. "A Two-dimensional Interpolation Function for Irregularly-spaced Data." In Proceedings of the 1968 23rd ACM national conference, 517-524. New York: ACM.
    • (1968) Proceedings of the 1968 23rd ACM national conference , pp. 517-524
    • Shepard, D.1
  • 36
    • 70349968086 scopus 로고    scopus 로고
    • Downscaling AVHRR Land Surface Temperatures for Improved Surface Urban Heat Island Intensity Estimation
    • Stathopoulou, M., and C. Cartalis. 2009. "Downscaling AVHRR Land Surface Temperatures for Improved Surface Urban Heat Island Intensity Estimation." Remote Sensing of Environment 113: 2592-2605. doi:10.1016/j.rse.2009.07.017.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2592-2605
    • Stathopoulou, M.1    Cartalis, C.2
  • 38
    • 0018465733 scopus 로고
    • Red and Photographic Infrared Linear Combinations for Monitoring Vegetation
    • Tucker, C. J. 1979. "Red and Photographic Infrared Linear Combinations for Monitoring Vegetation." Remote Sensing of Environment 8: 127-150. doi:10.1016/0034-4257(79)90013-0.
    • (1979) Remote Sensing of Environment , vol.8 , pp. 127-150
    • Tucker, C.J.1
  • 39
    • 0020386641 scopus 로고
    • Some Comments on the Evaluation of Model Performance
    • Willmott, C. J. 1982. "Some Comments on the Evaluation of Model Performance." Bulletin of the American Meteorological Society 63: 1309-1313. doi:10.1175/1520-0477(1982)063<1309:SCOTEO>2.0.CO;2.
    • (1982) Bulletin of the American Meteorological Society , vol.63 , pp. 1309-1313
    • Willmott, C.J.1
  • 41
    • 77953934448 scopus 로고    scopus 로고
    • A New Scheme for Climate Regionalization in China
    • Zheng, J., Y. Yin, and B. Li. 2010. "A New Scheme for Climate Regionalization in China." Acta Geographica Sinica 65: 3-12.
    • (2010) Acta Geographica Sinica , vol.65 , pp. 3-12
    • Zheng, J.1    Yin, Y.2    Li, B.3
  • 42
    • 84868515295 scopus 로고    scopus 로고
    • Disaggregation of Land Surface Temperature Over a Heterogeneous Urban and Surrounding Suburban Area: A Case Study in Shanghai, China
    • Zhu, S. Y., H. D. Guan, A. C. Millington, and G. X. Zhang. 2013. "Disaggregation of Land Surface Temperature Over a Heterogeneous Urban and Surrounding Suburban Area: A Case Study in Shanghai, China." International Journal of Remote Sensing 34: 1707-1723. doi:10.1080/01431161.2012.725957.
    • (2013) International Journal of Remote Sensing , vol.34 , pp. 1707-1723
    • Zhu, S.Y.1    Guan, H.D.2    Millington, A.C.3    Zhang, G.X.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.