메뉴 건너뛰기




Volumn 25, Issue 12, 2010, Pages 1781-1788

GIS-based spatial precipitation estimation using next generation radar and raingauge data

Author keywords

Geographic Information System; Geostatistics; Next Generation Radar; Precipitation

Indexed keywords

ADJUSTMENT METHOD; BATCH PROCESS; BIAS CORRECTION; CALIBRATION METHOD; CORRELATION COEFFICIENT; CROSS VALIDATION; ECOLOGICAL MODELING; ECOLOGICAL MODELS; EXPERIMENTAL WATERSHEDS; GEO-STATISTICS; GEOPROCESSING; GEORGIA; GEOSTATISTICAL APPROACH; GIS SOFTWARE; HIGH RESOLUTION; INPUT VARIABLES; KRIGING; LAND SURFACE; LEAVE-ONE-OUT; LOCAL MEAN; MEAN ABSOLUTE ERROR; MULTIPLE METHODS; NEXT GENERATION RADAR; PRECIPITATION; PRECIPITATION ESTIMATION; PRECIPITATION MAP; PRECIPITATION PRODUCTS; PUBLIC DOMAINS; RAIN EVENTS; RAIN GAUGES; RAINFALL VARIABILITY; SIMPLE KRIGING; SPATIAL AVERAGE; SPATIAL MODELING; VALIDATION RESULTS;

EID: 80054697441     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2010.05.012     Document Type: Article
Times cited : (40)

References (42)
  • 1
    • 0032462829 scopus 로고    scopus 로고
    • Calibration of the WSR-88D precipitation processing subsystem
    • Anagnostou E.N., Krajewski W.F. Calibration of the WSR-88D precipitation processing subsystem. Weather and Forecasting 1998, 13:396-406.
    • (1998) Weather and Forecasting , vol.13 , pp. 396-406
    • Anagnostou, E.N.1    Krajewski, W.F.2
  • 3
    • 38949129104 scopus 로고    scopus 로고
    • Weather analogue: a tool for real-time prediction of daily weather data realizations based on a modified k-nearest neighbor approach
    • Bannayan M., Hoogenboom G. Weather analogue: a tool for real-time prediction of daily weather data realizations based on a modified k-nearest neighbor approach. Environmental Modelling and Software 2008, 23:703-713.
    • (2008) Environmental Modelling and Software , vol.23 , pp. 703-713
    • Bannayan, M.1    Hoogenboom, G.2
  • 4
    • 0000871407 scopus 로고
    • Fitting variogram models by weighted least squares
    • Cressie N. Fitting variogram models by weighted least squares. Mathematical Geology 1985, 17:563-586.
    • (1985) Mathematical Geology , vol.17 , pp. 563-586
    • Cressie, N.1
  • 6
    • 0032462746 scopus 로고    scopus 로고
    • An update on the NEXRAD program and future WSR-88D support to operations
    • Crum T.D., Saffle R.E., Wilson J.W. An update on the NEXRAD program and future WSR-88D support to operations. Weather Forecast 1998, 13:253-262.
    • (1998) Weather Forecast , vol.13 , pp. 253-262
    • Crum, T.D.1    Saffle, R.E.2    Wilson, J.W.3
  • 7
    • 13144300113 scopus 로고    scopus 로고
    • Sensitivity of crop models to the inaccuracy of meteorological observations
    • Fodor N., Kovács G.J. Sensitivity of crop models to the inaccuracy of meteorological observations. Physics and Chemistry of the Earth 2005, 30:53-57.
    • (2005) Physics and Chemistry of the Earth , vol.30 , pp. 53-57
    • Fodor, N.1    Kovács, G.J.2
  • 8
    • 14344259282 scopus 로고    scopus 로고
    • WSR-88D Polar-to-HRAP Mapping
    • National Weather Service, Hydrologic Research Laboratory, (accessed 20.12.08.)
    • Fulton R.A. WSR-88D Polar-to-HRAP Mapping. Technical Memorandum 9-9-01 1998, National Weather Service, Hydrologic Research Laboratory, (accessed 20.12.08.). http://www.nws.noaa.gov/oh/hrl/papers/papers.htm.
    • (1998) Technical Memorandum 9-9-01
    • Fulton, R.A.1
  • 11
    • 0034696138 scopus 로고    scopus 로고
    • Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall
    • Goovaerts P. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. Journal of Hydrology 2000, 228:113-129.
    • (2000) Journal of Hydrology , vol.228 , pp. 113-129
    • Goovaerts, P.1
  • 12
    • 33845581112 scopus 로고    scopus 로고
    • Geostatistical interpolation of hourly precipitation from raingauges and radar for a large-scale extreme rainfall event
    • Haberlandt U. Geostatistical interpolation of hourly precipitation from raingauges and radar for a large-scale extreme rainfall event. Journal of Hydrology 2007, 332:144-157.
    • (2007) Journal of Hydrology , vol.332 , pp. 144-157
    • Haberlandt, U.1
  • 14
    • 33746508440 scopus 로고    scopus 로고
    • Spatial interpolation of large climate data sets using bivariate thin plate smoothing splines
    • Hancock P.A., Hutchinson M.F. Spatial interpolation of large climate data sets using bivariate thin plate smoothing splines. Environmental Modelling and Software 2006, 21:1684-1694.
    • (2006) Environmental Modelling and Software , vol.21 , pp. 1684-1694
    • Hancock, P.A.1    Hutchinson, M.F.2
  • 16
    • 1842583695 scopus 로고    scopus 로고
    • A generic framework for spatial prediction of soil variables based on regression-kriging
    • Hengl T., Heuvelink G.B.M., Stein A. A generic framework for spatial prediction of soil variables based on regression-kriging. Geoderma 2004, 120:75-93.
    • (2004) Geoderma , vol.120 , pp. 75-93
    • Hengl, T.1    Heuvelink, G.B.M.2    Stein, A.3
  • 18
    • 2342462421 scopus 로고    scopus 로고
    • Comparison of raingauge and WSR-88D stage III precipitation data over the Texas-Gulf River Basin
    • Jayakrishnan R., Srinivasan R., Arnold J.G. Comparison of raingauge and WSR-88D stage III precipitation data over the Texas-Gulf River Basin. Journal of Hydrology 2004, 292:135-152.
    • (2004) Journal of Hydrology , vol.292 , pp. 135-152
    • Jayakrishnan, R.1    Srinivasan, R.2    Arnold, J.G.3
  • 20
    • 15944418663 scopus 로고    scopus 로고
    • A flexible, integrated system for generating meteorological surfaces derived from point sources across multiple geographic scales
    • Jolly W.M., Graham J.M., Michaelis A., Nemani R., Running S.W. A flexible, integrated system for generating meteorological surfaces derived from point sources across multiple geographic scales. Environmental Modelling and Software 2005, 20:873-882.
    • (2005) Environmental Modelling and Software , vol.20 , pp. 873-882
    • Jolly, W.M.1    Graham, J.M.2    Michaelis, A.3    Nemani, R.4    Running, S.W.5
  • 22
    • 0027524356 scopus 로고
    • Generalized covariance functions in estimation
    • Kitanidis P. Generalized covariance functions in estimation. Mathematical Geology 1994, 25:525-540.
    • (1994) Mathematical Geology , vol.25 , pp. 525-540
    • Kitanidis, P.1
  • 23
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Kohavi R. A study of cross-validation and bootstrap for accuracy estimation and model selection. International Joint Conference on Artificial Intelligence 1995, 14:1137-1145.
    • (1995) International Joint Conference on Artificial Intelligence , vol.14 , pp. 1137-1145
    • Kohavi, R.1
  • 25
    • 38349175024 scopus 로고    scopus 로고
    • A geostatistical method for Texas NexRad data calibration
    • Li B., Eriksson M., Srinivasan R., Sherman M. A geostatistical method for Texas NexRad data calibration. Environmetrics 2008, 19:1-19.
    • (2008) Environmetrics , vol.19 , pp. 1-19
    • Li, B.1    Eriksson, M.2    Srinivasan, R.3    Sherman, M.4
  • 26
    • 0033117684 scopus 로고    scopus 로고
    • Coordinate transformations for using NEXRAD data in GIS-based hydrologic modeling
    • Reed S.M., Maidment D.R. Coordinate transformations for using NEXRAD data in GIS-based hydrologic modeling. Journal of Hydrologic Engineering 1999, 4:174-182.
    • (1999) Journal of Hydrologic Engineering , vol.4 , pp. 174-182
    • Reed, S.M.1    Maidment, D.R.2
  • 27
    • 0032503984 scopus 로고    scopus 로고
    • Real-time estimation of rainfall fields using radar rainfall and raingauge data
    • Seo D.J. Real-time estimation of rainfall fields using radar rainfall and raingauge data. Journal of Hydrology 1998, 208:37-52.
    • (1998) Journal of Hydrology , vol.208 , pp. 37-52
    • Seo, D.J.1
  • 28
    • 0036012198 scopus 로고    scopus 로고
    • Real-time correction of spatially nonuniform bias in radar rainfall data using raingauge measurements
    • Seo D.J., Breidenbach J.P. Real-time correction of spatially nonuniform bias in radar rainfall data using raingauge measurements. Journal of Hydrometeorology 2002, 3:93-111.
    • (2002) Journal of Hydrometeorology , vol.3 , pp. 93-111
    • Seo, D.J.1    Breidenbach, J.P.2
  • 29
    • 0025682067 scopus 로고
    • Stochastic interpolation of rainfall data from raingauges and radar using co-kriging: 2. Results
    • Seo D.J., Krajewski W.F., Bowles D.S. Stochastic interpolation of rainfall data from raingauges and radar using co-kriging: 2. Results. Water Resources Research 1990, 26:915-924.
    • (1990) Water Resources Research , vol.26 , pp. 915-924
    • Seo, D.J.1    Krajewski, W.F.2    Bowles, D.S.3
  • 30
    • 77956527238 scopus 로고    scopus 로고
    • Using nexrad and rain gauge precipitation data for hydrologic calibration of SWAT in a northeastern watershed. Transactions of the ASABE, submitted for publication.
    • Sexton, A.M., Sadeghi, A.M., Zhang, X., Srinivasan, R., Shirmohammadi, A. Using nexrad and rain gauge precipitation data for hydrologic calibration of SWAT in a northeastern watershed. Transactions of the ASABE, submitted for publication.
    • Sexton, A.M.1    Sadeghi, A.M.2    Zhang, X.3    Srinivasan, R.4    Shirmohammadi, A.5
  • 31
    • 0031146669 scopus 로고    scopus 로고
    • Rainfall-streamflow relations for coastal plain watersheds
    • Sheridan J.M. Rainfall-streamflow relations for coastal plain watersheds. Transactions of the ASAE 1997, 13:333-344.
    • (1997) Transactions of the ASAE , vol.13 , pp. 333-344
    • Sheridan, J.M.1
  • 32
    • 77956528860 scopus 로고    scopus 로고
    • SWAT ungauged: hydrologic budget and crop yield predictions in the Upper Mississippi River Basin. Transactions of the ASABE, submitted for publication.
    • Srinivasan, R., Zhang, X., Arnold, J.G. SWAT ungauged: hydrologic budget and crop yield predictions in the Upper Mississippi River Basin. Transactions of the ASABE, submitted for publication.
    • Srinivasan, R.1    Zhang, X.2    Arnold, J.G.3
  • 33
    • 0032867124 scopus 로고    scopus 로고
    • Effect of bias adjustment and raingauge data quality control on radar rainfall estimation
    • Steiner M., Smith J.A., Burges S.J., Alonso C.V., Darden R.W. Effect of bias adjustment and raingauge data quality control on radar rainfall estimation. Water Resources Research 1999, 35:2487-2503.
    • (1999) Water Resources Research , vol.35 , pp. 2487-2503
    • Steiner, M.1    Smith, J.A.2    Burges, S.J.3    Alonso, C.V.4    Darden, R.W.5
  • 34
    • 0035091939 scopus 로고    scopus 로고
    • A GIS precipitation method for analysis of storm kinematics
    • Tsanis I.K., Gad M.A. A GIS precipitation method for analysis of storm kinematics. Environmental Modelling and Software 2001, 16:273-281.
    • (2001) Environmental Modelling and Software , vol.16 , pp. 273-281
    • Tsanis, I.K.1    Gad, M.A.2
  • 35
    • 41649084551 scopus 로고    scopus 로고
    • Validating NEXRDA MPE and stage III precipitation products for uniform rainfall on the upper Guadalupe River Basin of the Texas Hill Country
    • Wang X., Xie H., Sharif H., Zeitler J. Validating NEXRDA MPE and stage III precipitation products for uniform rainfall on the upper Guadalupe River Basin of the Texas Hill Country. Journal of Hydrology 2008, 348:73-86.
    • (2008) Journal of Hydrology , vol.348 , pp. 73-86
    • Wang, X.1    Xie, H.2    Sharif, H.3    Zeitler, J.4
  • 36
    • 11144350119 scopus 로고    scopus 로고
    • GIS based NEXRAD precipitation database: automated approaches for data processing and visualization
    • Xie H., Zhou X., Vivoni E., Hendrickx J., Small E. GIS based NEXRAD precipitation database: automated approaches for data processing and visualization. Computers and Geosciences 2005, 31:65-76.
    • (2005) Computers and Geosciences , vol.31 , pp. 65-76
    • Xie, H.1    Zhou, X.2    Vivoni, E.3    Hendrickx, J.4    Small, E.5
  • 38
    • 45749139604 scopus 로고    scopus 로고
    • Evaluating NEXRAD estimates for the Missouri River Basin: analysis using daily raingauge data
    • Young C.B., Brunsell N.A. Evaluating NEXRAD estimates for the Missouri River Basin: analysis using daily raingauge data. Journal of Hydrologic Engineering 2008, 13:549-553.
    • (2008) Journal of Hydrologic Engineering , vol.13 , pp. 549-553
    • Young, C.B.1    Brunsell, N.A.2
  • 40
    • 68749088818 scopus 로고    scopus 로고
    • GIS based spatial precipitation estimation: a comparison of geostatistical approaches
    • Zhang X., Srinivasan R. GIS based spatial precipitation estimation: a comparison of geostatistical approaches. Journal of the American Water Resources Association 2008, 45:894-906.
    • (2008) Journal of the American Water Resources Association , vol.45 , pp. 894-906
    • Zhang, X.1    Srinivasan, R.2
  • 42
    • 1642328425 scopus 로고    scopus 로고
    • Use of next generation weather radar data and basin disaggregation to improve continuous hydrograph simulations
    • Zhang Z.Y., Koren V., Smith M., Reed S., Wang D. Use of next generation weather radar data and basin disaggregation to improve continuous hydrograph simulations. Journal of Hydrologic Engineering 2004, 9:103-115.
    • (2004) Journal of Hydrologic Engineering , vol.9 , pp. 103-115
    • Zhang, Z.Y.1    Koren, V.2    Smith, M.3    Reed, S.4    Wang, D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.