메뉴 건너뛰기




Volumn 162, Issue , 2015, Pages 119-140

A new satellite-based monthly precipitation downscaling algorithm with non-stationary relationship between precipitation and land surface characteristics

Author keywords

Digital Elevation Model; Downscaling; Geographically weighted regression; Normalized Difference Vegetation Index; Precipitation

Indexed keywords

ALGORITHMS; DIGITAL INSTRUMENTS; GAGES; GEOMORPHOLOGY; PRECIPITATION (CHEMICAL); PRECIPITATION (METEOROLOGY); RAIN GAGES; REGRESSION ANALYSIS; REMOTE SENSING; SATELLITES; SURVEYING; VEGETATION;

EID: 84924362399     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.02.024     Document Type: Article
Times cited : (144)

References (39)
  • 1
    • 78651357459 scopus 로고    scopus 로고
    • Accounting for uncertainties of the TRMM satellite estimates
    • AghaKouchak A., Nasrollahi N., Habib E. Accounting for uncertainties of the TRMM satellite estimates. Remote Sensing 2009, 1:606-619.
    • (2009) Remote Sensing , vol.1 , pp. 606-619
    • AghaKouchak, A.1    Nasrollahi, N.2    Habib, E.3
  • 2
    • 30544436655 scopus 로고    scopus 로고
    • Characterization of land-surface precipitation feedback regimes with remote sensing
    • Brunsell N. Characterization of land-surface precipitation feedback regimes with remote sensing. Remote Sensing of Environment 2006, 100:200-211.
    • (2006) Remote Sensing of Environment , vol.100 , pp. 200-211
    • Brunsell, N.1
  • 3
    • 79957810632 scopus 로고    scopus 로고
    • Correction of TRMM 3B43 monthly precipitation data over the mountainous areas of Peru during the period 1998-2007
    • Condom T., Rau P., Espinoza J.C. Correction of TRMM 3B43 monthly precipitation data over the mountainous areas of Peru during the period 1998-2007. Hydrological Processes 2011, 25:1924-1933.
    • (2011) Hydrological Processes , vol.25 , pp. 1924-1933
    • Condom, T.1    Rau, P.2    Espinoza, J.C.3
  • 4
    • 84872358196 scopus 로고    scopus 로고
    • First results from Version 7 TRMM 3B43 precipitation product in combination with a new downscaling-calibration procedure
    • Duan Z., Bastiaanssen W.G.M. First results from Version 7 TRMM 3B43 precipitation product in combination with a new downscaling-calibration procedure. Remote Sensing of Environment 2013, 131:1-13.
    • (2013) Remote Sensing of Environment , vol.131 , pp. 1-13
    • Duan, Z.1    Bastiaanssen, W.G.M.2
  • 5
    • 84884387411 scopus 로고    scopus 로고
    • Spatial downscaling of TRMM precipitation data based on the orographical effect and meteorological conditions in a mountainous area
    • Fang J., Du J., Xu W., Shi P., Li M., Ming X. Spatial downscaling of TRMM precipitation data based on the orographical effect and meteorological conditions in a mountainous area. Advances in Water Resources 2013, 61:42-50.
    • (2013) Advances in Water Resources , vol.61 , pp. 42-50
    • Fang, J.1    Du, J.2    Xu, W.3    Shi, P.4    Li, M.5    Ming, X.6
  • 6
    • 0842306347 scopus 로고    scopus 로고
    • Geographical weighting as a further refinement to regression modelling: An example focused on the NDVI-rainfall relationship
    • Foody G.M. Geographical weighting as a further refinement to regression modelling: An example focused on the NDVI-rainfall relationship. Remote Sensing of Environment 2003, 88:283-293.
    • (2003) Remote Sensing of Environment , vol.88 , pp. 283-293
    • Foody, G.M.1
  • 7
    • 84862826874 scopus 로고    scopus 로고
    • Spatial pattern of non-stationarity and scale-dependent relationships between NDVI and climatic factors-A case study in Qinghai-Tibet Plateau, China
    • Gao Y., Huang J., Li S., Li S. Spatial pattern of non-stationarity and scale-dependent relationships between NDVI and climatic factors-A case study in Qinghai-Tibet Plateau, China. Ecological Indicators 2012, 20:170-176.
    • (2012) Ecological Indicators , vol.20 , pp. 170-176
    • Gao, Y.1    Huang, J.2    Li, S.3    Li, S.4
  • 8
    • 69349083425 scopus 로고    scopus 로고
    • A cluster-optimizing regression-based approach for precipitation spatial downscaling in mountainous terrain
    • Guan H., Wilson J.L., Xie H. A cluster-optimizing regression-based approach for precipitation spatial downscaling in mountainous terrain. Journal of Hydrology 2009, 375:578-588.
    • (2009) Journal of Hydrology , vol.375 , pp. 578-588
    • Guan, H.1    Wilson, J.L.2    Xie, H.3
  • 9
    • 0031399333 scopus 로고    scopus 로고
    • Precipitation estimation from remotely sensed information using artificial neural networks
    • Hsu K.L., Gao X.G., Sorooshian S., Gupta H.V. Precipitation estimation from remotely sensed information using artificial neural networks. Journal of Applied Meteorology 1997, 36:1176-1190.
    • (1997) Journal of Applied Meteorology , vol.36 , pp. 1176-1190
    • Hsu, K.L.1    Gao, X.G.2    Sorooshian, S.3    Gupta, H.V.4
  • 11
    • 33947356755 scopus 로고    scopus 로고
    • The TRMM multisatellite precipitation analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales
    • Huffman G.J., Adler R.F., Bolvin D.T., Gu G.J., Nelkin E.J., Bowman K.P., et al. The TRMM multisatellite precipitation analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. Journal of Hydrometeorology 2007, 8:38-55.
    • (2007) Journal of Hydrometeorology , vol.8 , pp. 38-55
    • Huffman, G.J.1    Adler, R.F.2    Bolvin, D.T.3    Gu, G.J.4    Nelkin, E.J.5    Bowman, K.P.6
  • 13
    • 0037144432 scopus 로고    scopus 로고
    • Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982-1990
    • Ichii K., Kawabata A., Yamaguchi Y. Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982-1990. International Journal of Remote Sensing 2002, 23:3873-3878.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3873-3878
    • Ichii, K.1    Kawabata, A.2    Yamaguchi, Y.3
  • 14
    • 58149133644 scopus 로고    scopus 로고
    • Spatial downscaling of TRMM precipitation using vegetative response on the Iberian Peninsula
    • Immerzeel W.W., Rutten M.M., Droogers P. Spatial downscaling of TRMM precipitation using vegetative response on the Iberian Peninsula. Remote Sensing of Environment 2009, 113:362-370.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 362-370
    • Immerzeel, W.W.1    Rutten, M.M.2    Droogers, P.3
  • 15
    • 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., Zhu W., LU A., Yan T. A statistical spatial downscaling algorithm of TRMM precipitation based on NDVI and DEM in the Qaidam Basin of China. Remote Sensing of Environment 2011, 115:3069-3079.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 3069-3079
    • Jia, S.1    Zhu, W.2    Lu, A.3    Yan, T.4
  • 16
    • 2442514138 scopus 로고    scopus 로고
    • CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution
    • Joyce R.J., Janowiak J.E., Arkin P.A., Xie P.P. CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution. Journal of Hydrometeorology 2004, 5:487-503.
    • (2004) Journal of Hydrometeorology , vol.5 , pp. 487-503
    • Joyce, R.J.1    Janowiak, J.E.2    Arkin, P.A.3    Xie, P.P.4
  • 17
    • 0035837339 scopus 로고    scopus 로고
    • Global monitoring of interannual changes in vegetation activities using NDVI and its relationships to temperature and precipitation
    • Kawabata A., Ichii K., Yamaguchi Y. Global monitoring of interannual changes in vegetation activities using NDVI and its relationships to temperature and precipitation. International Journal of Remote Sensing 2001, 22:1377-1382.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 1377-1382
    • Kawabata, A.1    Ichii, K.2    Yamaguchi, Y.3
  • 19
    • 77950857979 scopus 로고    scopus 로고
    • An improved statistical approach to merge satellite rainfall estimates and raingauge data
    • Li M., Shao Q. An improved statistical approach to merge satellite rainfall estimates and raingauge data. Journal of Hydrology 2010, 385:51-64.
    • (2010) Journal of Hydrology , vol.385 , pp. 51-64
    • Li, M.1    Shao, Q.2
  • 20
    • 81255139892 scopus 로고    scopus 로고
    • Investigating spatial non-stationary and scale-dependent relationships between urban surface temperature and environmental factors using geographically weighted regression
    • Li S., Zhao Z., Miaomiao X., Wang Y. Investigating spatial non-stationary and scale-dependent relationships between urban surface temperature and environmental factors using geographically weighted regression. Environmental Modelling & Software 2010, 25:1789-1800.
    • (2010) Environmental Modelling & Software , vol.25 , pp. 1789-1800
    • Li, S.1    Zhao, Z.2    Miaomiao, X.3    Wang, Y.4
  • 22
    • 80054788214 scopus 로고    scopus 로고
    • Artificial neural network based microwave precipitation estimation using scattering index and polarization corrected temperature
    • Mahesh C., Prakash S., Sathiyamoorthy V., Gairola R. Artificial neural network based microwave precipitation estimation using scattering index and polarization corrected temperature. Atmospheric Research 2011, 102:358-364.
    • (2011) Atmospheric Research , vol.102 , pp. 358-364
    • Mahesh, C.1    Prakash, S.2    Sathiyamoorthy, V.3    Gairola, R.4
  • 23
    • 84872613282 scopus 로고    scopus 로고
    • On the use of elevation, altitude, and height in the ecological and climatological literature
    • McVicar T., Körner C. On the use of elevation, altitude, and height in the ecological and climatological literature. Oecologia 2013, 171:335-337.
    • (2013) Oecologia , vol.171 , pp. 335-337
    • McVicar, T.1    Körner, C.2
  • 24
    • 33750995559 scopus 로고    scopus 로고
    • NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China
    • Piao S., Mohammat A., Fang J., Cai Q., Feng J. NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China. Global Environmental Change 2006, 16:340-348.
    • (2006) Global Environmental Change , vol.16 , pp. 340-348
    • Piao, S.1    Mohammat, A.2    Fang, J.3    Cai, Q.4    Feng, J.5
  • 25
    • 0032193987 scopus 로고    scopus 로고
    • A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in Southern Africa
    • Richard Y., Poccard I. A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in Southern Africa. International Journal of Remote Sensing 1998, 19:2907-2920.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 2907-2920
    • Richard, Y.1    Poccard, I.2
  • 29
    • 70449698039 scopus 로고    scopus 로고
    • Areal distribution and precipitation-altitude relationship of heavy short-term precipitation in the Czech Republic in the warm part of the year
    • Sokol Z., Bližňák V. Areal distribution and precipitation-altitude relationship of heavy short-term precipitation in the Czech Republic in the warm part of the year. Atmospheric Research 2009, 94:652-662.
    • (2009) Atmospheric Research , vol.94 , pp. 652-662
    • Sokol, Z.1    Bližňák, V.2
  • 30
    • 53549122470 scopus 로고    scopus 로고
    • Hydrologic effects of NDVI time series in a context of climatic variability in an upstream catchment of the Minjiang River
    • Sun P.S., Liu S.R., Jiang H., Lu Y.L., Liu J.T., Lin Y., et al. Hydrologic effects of NDVI time series in a context of climatic variability in an upstream catchment of the Minjiang River. Journal of the American Water Resources Association 2008, 44:1132-1143.
    • (2008) Journal of the American Water Resources Association , vol.44 , pp. 1132-1143
    • Sun, P.S.1    Liu, S.R.2    Jiang, H.3    Lu, Y.L.4    Liu, J.T.5    Lin, Y.6
  • 31
    • 77952994746 scopus 로고    scopus 로고
    • Using fractal downscaling of satellite precipitation products for hydrometeorological applications
    • Tao K., Barros A.P. Using fractal downscaling of satellite precipitation products for hydrometeorological applications. Journal of Atmospheric and Oceanic Technology 2010, 27:409-427.
    • (2010) Journal of Atmospheric and Oceanic Technology , vol.27 , pp. 409-427
    • Tao, K.1    Barros, A.P.2
  • 32
    • 80055114402 scopus 로고    scopus 로고
    • Factor analysis and multiple regression between topography and precipitation on Jeju Island, Korea
    • Um M.-J., Yun H., Jeong C.-S., Heo J.-H. Factor analysis and multiple regression between topography and precipitation on Jeju Island, Korea. Journal of Hydrology 2011, 410:189-203.
    • (2011) Journal of Hydrology , vol.410 , pp. 189-203
    • Um, M.-J.1    Yun, H.2    Jeong, C.-S.3    Heo, J.-H.4
  • 33
    • 84862808765 scopus 로고    scopus 로고
    • The use of precipitation intensity in estimating gross primary production in four northern grasslands
    • Wu C., Chen J.M. The use of precipitation intensity in estimating gross primary production in four northern grasslands. Journal of Arid Environments 2012, 82:11-18.
    • (2012) Journal of Arid Environments , vol.82 , pp. 11-18
    • Wu, C.1    Chen, J.M.2
  • 34
    • 84896464250 scopus 로고    scopus 로고
    • Modeling growing season phenology in North American forests using seasonal mean vegetation indices from MODIS
    • Wu C., Gonsamo A., Gough C.M., Chen J.M., Xu S. Modeling growing season phenology in North American forests using seasonal mean vegetation indices from MODIS. Remote Sensing of Environment 2014, 147:79-88.
    • (2014) Remote Sensing of Environment , vol.147 , pp. 79-88
    • Wu, C.1    Gonsamo, A.2    Gough, C.M.3    Chen, J.M.4    Xu, S.5
  • 35
    • 80755126989 scopus 로고    scopus 로고
    • A conceptual model for constructing high-resolution gauge-satellite merged precipitation analyses
    • Xie P.P., Xiong A.Y. A conceptual model for constructing high-resolution gauge-satellite merged precipitation analyses. Journal of Geophysical Research-Atmospheres 2011, 116.
    • (2011) Journal of Geophysical Research-Atmospheres , vol.116
    • Xie, P.P.1    Xiong, A.Y.2
  • 36
    • 13644284588 scopus 로고    scopus 로고
    • Correcting the smoothing effect of ordinary kriging estimates
    • Yamamoto J.K. Correcting the smoothing effect of ordinary kriging estimates. Mathematical Geology 2005, 37:69-94.
    • (2005) Mathematical Geology , vol.37 , pp. 69-94
    • Yamamoto, J.K.1
  • 37
    • 2642553072 scopus 로고    scopus 로고
    • Using a geographic information system to improve Special Sensor Microwave Imager precipitation estimates over the Tibetan Plateau
    • Yin Z.-Y., Liu X., Zhang X., Chung C.-F. Using a geographic information system to improve Special Sensor Microwave Imager precipitation estimates over the Tibetan Plateau. Journal of Geophysical Research, [Atmospheres] 2004, 109:D03110.
    • (2004) Journal of Geophysical Research, [Atmospheres] , vol.109 , pp. D03110
    • Yin, Z.-Y.1    Liu, X.2    Zhang, X.3    Chung, C.-F.4
  • 38
    • 56949088304 scopus 로고    scopus 로고
    • An assessment of the biases of satellite rainfall estimates over the Tibetan Plateau and correction methods based on topographic analysis
    • Yin Z.-Y., Zhang X., Liu X., Colella M., Chen X. An assessment of the biases of satellite rainfall estimates over the Tibetan Plateau and correction methods based on topographic analysis. Journal of Hydrometeorology 2008, 9:301-326.
    • (2008) Journal of Hydrometeorology , vol.9 , pp. 301-326
    • Yin, Z.-Y.1    Zhang, X.2    Liu, X.3    Colella, M.4    Chen, X.5
  • 39
    • 12744258173 scopus 로고    scopus 로고
    • Reconstruction and analysis of 450years winter temperature series in the Urumqi River source of Tianshan Mountains
    • Yuan Y., Li J. Reconstruction and analysis of 450years winter temperature series in the Urumqi River source of Tianshan Mountains. Journal of Glaciology and Geocryology 1999, 21:64-70.
    • (1999) Journal of Glaciology and Geocryology , vol.21 , pp. 64-70
    • Yuan, Y.1    Li, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.