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Volumn 523, Issue , 2015, Pages 49-66

Calibration and evaluation of a flood forecasting system: Utility of numerical weather prediction model, data assimilation and satellite-based rainfall

Author keywords

Assimilation; Flood; Hydrology; WRF model

Indexed keywords

CLIMATE MODELS; ERRORS; FLOOD CONTROL; FLOODS; FORECASTING; GAGES; HYDROLOGY; LEARNING ALGORITHMS; MEAN SQUARE ERROR; PRECIPITATION (METEOROLOGY); RAIN; RAIN GAGES; RUNOFF; STREAM FLOW; THREE TERM CONTROL SYSTEMS; VIDEO SIGNAL PROCESSING;

EID: 84922343928     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2015.01.042     Document Type: Article
Times cited : (206)

References (50)
  • 1
    • 0035303091 scopus 로고    scopus 로고
    • Coupling an advanced land surface hydrology model with the Penn State-NCAR MM5 modeling system, Part I: Model implementation and sensitivity
    • Chen F., Dudhia J. Coupling an advanced land surface hydrology model with the Penn State-NCAR MM5 modeling system, Part I: Model implementation and sensitivity. Mon. Weather Rev. 2001, 129:569-585.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 569-585
    • Chen, F.1    Dudhia, J.2
  • 2
    • 73949157036 scopus 로고    scopus 로고
    • Investigation of a heavy rainfall event over southwestern Taiwan associated with a subsynoptic cyclone during the 2003 Mei-Yu season
    • Chen C.S., Lin Y., Peng W., Liu C. Investigation of a heavy rainfall event over southwestern Taiwan associated with a subsynoptic cyclone during the 2003 Mei-Yu season. Atmos. Res. 2010, 95:235-254.
    • (2010) Atmos. Res. , vol.95 , pp. 235-254
    • Chen, C.S.1    Lin, Y.2    Peng, W.3    Liu, C.4
  • 3
    • 38249038826 scopus 로고
    • An analysis of infrared temperature observations over wheat and calculation of latent heat flux
    • Choudhury B.J., Reginato R.J., Idso S.B. An analysis of infrared temperature observations over wheat and calculation of latent heat flux. Agric. For. Meteorol. 1986, 37:75.
    • (1986) Agric. For. Meteorol. , vol.37 , pp. 75
    • Choudhury, B.J.1    Reginato, R.J.2    Idso, S.B.3
  • 4
    • 84860127466 scopus 로고    scopus 로고
    • Review of recent advances in UK operational hydrometeorology
    • Dale M., Davies P., Harrison T. Review of recent advances in UK operational hydrometeorology. Water Manage. 2012, 165:55-64.
    • (2012) Water Manage. , vol.165 , pp. 55-64
    • Dale, M.1    Davies, P.2    Harrison, T.3
  • 5
    • 0024921060 scopus 로고
    • Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model
    • Dudhia J. Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J. Atmos. Sci. 1989, 46:3077-3107.
    • (1989) J. Atmos. Sci. , vol.46 , pp. 3077-3107
    • Dudhia, J.1
  • 6
    • 1442314273 scopus 로고    scopus 로고
    • Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model
    • Ek M.B., Mitchell K.E., Lin Y., Rogers E., Grunmann P., Koren V., Gayno G., Tarpley J.D. Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model. J. Geophys. Res. 2003, 108(D22):8851. 10.1029/2002JD003296.
    • (2003) J. Geophys. Res. , vol.108 , Issue.D22 , pp. 8851
    • Ek, M.B.1    Mitchell, K.E.2    Lin, Y.3    Rogers, E.4    Grunmann, P.5    Koren, V.6    Gayno, G.7    Tarpley, J.D.8
  • 7
    • 84887919544 scopus 로고    scopus 로고
    • Analysis and hindcast simulations of an extreme rainfall event in the Mediterranean area: the Genoa 2011 case
    • Fiori E., Comellas A., Molini L., Rebora N., Siccardi F., Gochis D.J., Tanelli S., Parodi A. Analysis and hindcast simulations of an extreme rainfall event in the Mediterranean area: the Genoa 2011 case. Atmos. Res. 2014, 138:13-29.
    • (2014) Atmos. Res. , vol.138 , pp. 13-29
    • Fiori, E.1    Comellas, A.2    Molini, L.3    Rebora, N.4    Siccardi, F.5    Gochis, D.J.6    Tanelli, S.7    Parodi, A.8
  • 8
    • 84864760334 scopus 로고    scopus 로고
    • WRF model simulation of two alberta flooding events and the impact of topography
    • Flesch K.T., Reuter G.W. WRF model simulation of two alberta flooding events and the impact of topography. J. Hydrometeorol. 2012, 13:695-708.
    • (2012) J. Hydrometeorol. , vol.13 , pp. 695-708
    • Flesch, K.T.1    Reuter, G.W.2
  • 9
    • 84922390601 scopus 로고    scopus 로고
    • Impact of Microphysics on Hurricane Track and Intensity Forecasts
    • Preprints, Seventh WRF Users' Workshop, National Center for Atmospheric Research, Boulder, CO, 3.2.
    • Fovell, R.G., 2006. Impact of Microphysics on Hurricane Track and Intensity Forecasts. Preprints, Seventh WRF Users' Workshop, National Center for Atmospheric Research, Boulder, CO, 3.2. http://www.mmm.ucar.edu/wrf/users/workshops/WS2006/abstracts/Session03/3_2_Fovell.pdf.
    • (2006)
    • Fovell, R.G.1
  • 10
    • 69449095374 scopus 로고    scopus 로고
    • Hydrological Enhancements to the Community Noah Land Surface Model: Technical Description
    • NCAR Science and Technical Note, TN-454+STR, September, 2003
    • Gochis, D.J., Chen, F., 2003. Hydrological Enhancements to the Community Noah Land Surface Model: Technical Description. NCAR Science and Technical Note, TN-454+STR, September, 2003.
    • (2003)
    • Gochis, D.J.1    Chen, F.2
  • 11
    • 84908317055 scopus 로고    scopus 로고
    • The WRF-Hydro Model Technical Description and User's Guide, Version 2.0. NCAR Technical Document
    • Available at: WRF-Hydro 2.0 User Guide
    • Gochis, D.J., Yu, W., Yates, D.N., 2014. The WRF-Hydro Model Technical Description and User's Guide, Version 2.0. NCAR Technical Document. Available at: WRF-Hydro 2.0 User Guide, 120 p.
    • (2014) , pp. 120
    • Gochis, D.J.1    Yu, W.2    Yates, D.N.3
  • 12
    • 70349272865 scopus 로고    scopus 로고
    • Decomposition of the mean squared error and NSE performance criteria: implications for improving hydrological modeling
    • Gupta H.V., Kling H., Yilmaz K.K., Martinez G.F. Decomposition of the mean squared error and NSE performance criteria: implications for improving hydrological modeling. J. Hydrol. 2009, 377:80-91.
    • (2009) J. Hydrol. , vol.377 , pp. 80-91
    • Gupta, H.V.1    Kling, H.2    Yilmaz, K.K.3    Martinez, G.F.4
  • 13
    • 2542545788 scopus 로고    scopus 로고
    • On the utility of operational precipitation forecasts to served as input for streamflow forecasting
    • Habets F., LeMoigne P., Noilhan J. On the utility of operational precipitation forecasts to served as input for streamflow forecasting. J. Hydrol. 2004, 293:270-288.
    • (2004) J. Hydrol. , vol.293 , pp. 270-288
    • Habets, F.1    LeMoigne, P.2    Noilhan, J.3
  • 14
    • 84922379791 scopus 로고    scopus 로고
    • The Eumetsat Multi Sensor Precipitation Estimate (MPE), Eumetsat.
    • Heinemann, T., Lattenzio, A., Roveda, F., 2002. The Eumetsat Multi Sensor Precipitation Estimate (MPE), Eumetsat.
    • (2002)
    • Heinemann, T.1    Lattenzio, A.2    Roveda, F.3
  • 16
    • 0001704660 scopus 로고    scopus 로고
    • Nonlocal boundary layer vertical diffusion in a medium-range forecast model
    • Hong S.-Y., Pan H.-L. Nonlocal boundary layer vertical diffusion in a medium-range forecast model. Mon. Weather Rev. 1996, 124:2322-2339.
    • (1996) Mon. Weather Rev. , vol.124 , pp. 2322-2339
    • Hong, S.-Y.1    Pan, H.-L.2
  • 17
    • 34247370602 scopus 로고    scopus 로고
    • Cambridge University Press, UK, M.L. Parry, O.F. Canziani, J.P. Palutikof, P.J. van der Linden, C.E. Hanson (Eds.)
    • IPCC Climate Change 2007. Impacts, Adaptation, and Vulnerability 2007, Cambridge University Press, UK. M.L. Parry, O.F. Canziani, J.P. Palutikof, P.J. van der Linden, C.E. Hanson (Eds.).
    • (2007) Climate Change 2007. Impacts, Adaptation, and Vulnerability
  • 18
    • 0036783741 scopus 로고    scopus 로고
    • Advanced flood forecasting in Alpine watersheds by coupling meteorological observations and forecasts with a distributed hydrological model
    • Jasper K., Gurtz J., Lang H. Advanced flood forecasting in Alpine watersheds by coupling meteorological observations and forecasts with a distributed hydrological model. J. Hydrol. 2002, 267:40-52.
    • (2002) J. Hydrol. , vol.267 , pp. 40-52
    • Jasper, K.1    Gurtz, J.2    Lang, H.3
  • 19
    • 0029326803 scopus 로고
    • Raster-based hydrological modeling of spatially-varied surface runoff
    • Julien P., Saghafian B., Ogden F. Raster-based hydrological modeling of spatially-varied surface runoff. Water Resour. Bull. 1995, 31(3):523-536.
    • (1995) Water Resour. Bull. , vol.31 , Issue.3 , pp. 523-536
    • Julien, P.1    Saghafian, B.2    Ogden, F.3
  • 20
    • 0001014123 scopus 로고
    • Convective parameterization for mesoscale models: the Kain-Fritsch scheme
    • The Representation of Cumulus Convection in Numerical Models, Meteor. Monogr., Am. Meteorol. Soc.
    • Kain, J.S., Fritsch, J.M., 1992. Convective parameterization for mesoscale models: the Kain-Fritsch scheme. In: The Representation of Cumulus Convection in Numerical Models, Meteor. Monogr., Am. Meteorol. Soc., vol. 46, pp. 165-170.
    • (1992) , vol.46 , pp. 165-170
    • Kain, J.S.1    Fritsch, J.M.2
  • 21
    • 84874198360 scopus 로고    scopus 로고
    • Analysis of the Marmara flood in Turkey, 7-10 September 2009: an assessment from hydrometeorological perspective
    • Komuscu A.U., Celik S. Analysis of the Marmara flood in Turkey, 7-10 September 2009: an assessment from hydrometeorological perspective. Nat. Hazards 2012, 10.1007/s11069-012-0521-x.
    • (2012) Nat. Hazards
    • Komuscu, A.U.1    Celik, S.2
  • 22
    • 77956572559 scopus 로고    scopus 로고
    • High-resolution summer rainfall prediction in the JHWC real-time WRF system
    • Lee D.-K., Eom D.-Y., Kim J.-W., Lee J.-B. High-resolution summer rainfall prediction in the JHWC real-time WRF system. Asia-Pacific J. Atmos. Sci. 2010, 46(3):341-353.
    • (2010) Asia-Pacific J. Atmos. Sci. , vol.46 , Issue.3 , pp. 341-353
    • Lee, D.-K.1    Eom, D.-Y.2    Kim, J.-W.3    Lee, J.-B.4
  • 23
    • 77955579497 scopus 로고    scopus 로고
    • Development of an effective double-moment cloud microphysics scheme with prognostic cloud condensation nuclei (CCN) for weather and climate models
    • Lim K.-S.S., Hong S.-Y. Development of an effective double-moment cloud microphysics scheme with prognostic cloud condensation nuclei (CCN) for weather and climate models. Mon. Weather Rev. 2010, 138:1587-1612.
    • (2010) Mon. Weather Rev. , vol.138 , pp. 1587-1612
    • Lim, K.-S.S.1    Hong, S.-Y.2
  • 24
    • 84881431604 scopus 로고    scopus 로고
    • A study on WRF radar data assimilation for hydrological rainfall prediction
    • Liu J., Bray M., Han D. A study on WRF radar data assimilation for hydrological rainfall prediction. Hydrol. Earth Syst. Sci. 2013, 17:3095-3110. 10.5194/hess-17-3095-2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , pp. 3095-3110
    • Liu, J.1    Bray, M.2    Han, D.3
  • 25
    • 65549131820 scopus 로고    scopus 로고
    • Assessing the capability of a regional-scale weather model to simulate extreme precipitation patterns and flooding in central Texas
    • Lowry M.R.K., Yang Z. Assessing the capability of a regional-scale weather model to simulate extreme precipitation patterns and flooding in central Texas. Weather Forecast. 2008, 23:1102-1126.
    • (2008) Weather Forecast. , vol.23 , pp. 1102-1126
    • Lowry, M.R.K.1    Yang, Z.2
  • 26
    • 34247480664 scopus 로고    scopus 로고
    • Validation schemes for tropical cyclone quantitative precipitation forecasts: evaluation of operational models for U.S. landfalling cases
    • Marchok T., Rogers R., Tuleya R. Validation schemes for tropical cyclone quantitative precipitation forecasts: evaluation of operational models for U.S. landfalling cases. Weather Forecast. 2007, 22:726-746.
    • (2007) Weather Forecast. , vol.22 , pp. 726-746
    • Marchok, T.1    Rogers, R.2    Tuleya, R.3
  • 27
    • 34848872576 scopus 로고    scopus 로고
    • The groundwater-land-surface-atmosphere connection: soil moisture effects on the atmospheric boundary layer in fully-coupled simulations
    • Maxwell R.M., Chow F., Kollet S.J. The groundwater-land-surface-atmosphere connection: soil moisture effects on the atmospheric boundary layer in fully-coupled simulations. Adv. Water Resour. 2007, 30:2447-2466.
    • (2007) Adv. Water Resour. , vol.30 , pp. 2447-2466
    • Maxwell, R.M.1    Chow, F.2    Kollet, S.J.3
  • 29
    • 6444237788 scopus 로고    scopus 로고
    • Sensitivity of meteorological high-resolution numerical simulations of the biggest floods occurred over the Arno river basin, Italy, in the 20th century
    • Meneguzzoa F., Pasquia M., Mendunib G., Messeric G., Gozzinia B., Grifonia D., Rossic M., Maracchi G. Sensitivity of meteorological high-resolution numerical simulations of the biggest floods occurred over the Arno river basin, Italy, in the 20th century. J. Hydrol. 2004, 288:37-56.
    • (2004) J. Hydrol. , vol.288 , pp. 37-56
    • Meneguzzoa, F.1    Pasquia, M.2    Mendunib, G.3    Messeric, G.4    Gozzinia, B.5    Grifonia, D.6    Rossic, M.7    Maracchi, G.8
  • 30
    • 84860388353 scopus 로고    scopus 로고
    • Utility of quantitative precipitation estimates for high resolution hydrologic forecasts in mountain watersheds of the Colorado Front Range
    • Moreno H.A., Vivoni E.R., Gochis D. Utility of quantitative precipitation estimates for high resolution hydrologic forecasts in mountain watersheds of the Colorado Front Range. J. Hydrol. 2012, 438-439:66-83.
    • (2012) J. Hydrol. , pp. 66-83
    • Moreno, H.A.1    Vivoni, E.R.2    Gochis, D.3
  • 31
    • 84883828199 scopus 로고    scopus 로고
    • Limits to flood forecasting in the Colorado Front Range for two summer convection periods using radar nowcasting and a distributed hydrologic model
    • Moreno H., Vivoni E., Gochis D. Limits to flood forecasting in the Colorado Front Range for two summer convection periods using radar nowcasting and a distributed hydrologic model. J. Hydrometeorol. 2013, 4(4):1075-1097.
    • (2013) J. Hydrometeorol. , vol.4 , Issue.4 , pp. 1075-1097
    • Moreno, H.1    Vivoni, E.2    Gochis, D.3
  • 32
    • 84891736095 scopus 로고    scopus 로고
    • Addressing uncertainty in reflectivity-rainfall relations in mountain watersheds during summer convection
    • Moreno H.A., Vivoni E.R., Gochis D.J. Addressing uncertainty in reflectivity-rainfall relations in mountain watersheds during summer convection. Hydrol. Process. 2014, 28(3):688-704.
    • (2014) Hydrol. Process. , vol.28 , Issue.3 , pp. 688-704
    • Moreno, H.A.1    Vivoni, E.R.2    Gochis, D.J.3
  • 33
    • 77955224743 scopus 로고    scopus 로고
    • Interactions among flood predictions, decisions, and outcomes: synthesis of three cases
    • Morrs R.E. Interactions among flood predictions, decisions, and outcomes: synthesis of three cases. Nat. Hazards Rev. 2010, 11(3):83-96.
    • (2010) Nat. Hazards Rev. , vol.11 , Issue.3 , pp. 83-96
    • Morrs, R.E.1
  • 34
    • 77954168835 scopus 로고    scopus 로고
    • Examining the use of weather forecasts in decision scenarios: results from a U.S. survey with implications for uncertainty communication
    • Morss R.E., Lazo J.K., Demuth J.L. Examining the use of weather forecasts in decision scenarios: results from a U.S. survey with implications for uncertainty communication. Meteorol. Appl. 2010, 17:149-162.
    • (2010) Meteorol. Appl. , vol.17 , pp. 149-162
    • Morss, R.E.1    Lazo, J.K.2    Demuth, J.L.3
  • 35
    • 33745713172 scopus 로고    scopus 로고
    • Extreme rainfall events in Texas: patterns and predictability
    • Nielsen-Gammon J.W., Zhang F., Odins A., Myoung B. Extreme rainfall events in Texas: patterns and predictability. Phys. Geogr. 2005, 26:340-364.
    • (2005) Phys. Geogr. , vol.26 , pp. 340-364
    • Nielsen-Gammon, J.W.1    Zhang, F.2    Odins, A.3    Myoung, B.4
  • 37
    • 84922371625 scopus 로고    scopus 로고
    • CASC2D Reference Manual. Storrs, CT, University of Connecticut.
    • Ogden, F.L., 1997. CASC2D Reference Manual. Storrs, CT, University of Connecticut.
    • (1997)
    • Ogden, F.L.1
  • 38
    • 84878283735 scopus 로고    scopus 로고
    • Model bias in a continuously cycled assimilation system and its influence on convection-permitting forecasts
    • Romine G.S., Schwartz C.S., Snyder S., Anderson J.L., Weisman M.L. Model bias in a continuously cycled assimilation system and its influence on convection-permitting forecasts. Mon. Weather Rev. 2013, 141:1263-1284.
    • (2013) Mon. Weather Rev. , vol.141 , pp. 1263-1284
    • Romine, G.S.1    Schwartz, C.S.2    Snyder, S.3    Anderson, J.L.4    Weisman, M.L.5
  • 39
    • 38549125470 scopus 로고    scopus 로고
    • A Description of the Advanced Research WRF Version 2.
    • NCAR Tech. Note NCAR/TN-4681STR
    • Skamarock, W.C., Klemp, J.B., Dudhia, J., Gill, D.O., Barker, D.M., Wang, W., Powers, J.G., 2005. A Description of the Advanced Research WRF Version 2. NCAR Tech. Note NCAR/TN-4681STR, 88 pp.
    • (2005) , pp. 88
    • Skamarock, W.C.1    Klemp, J.B.2    Dudhia, J.3    Gill, D.O.4    Barker, D.M.5    Wang, W.6    Powers, J.G.7
  • 40
    • 67349280717 scopus 로고    scopus 로고
    • Effects of an assimilation of radar and satellite data on a very-short range forecast of heavy convective rainfalls
    • Sokol Z. Effects of an assimilation of radar and satellite data on a very-short range forecast of heavy convective rainfalls. Atmos. Res. 2009, 93:188-206.
    • (2009) Atmos. Res. , vol.93 , pp. 188-206
    • Sokol, Z.1
  • 41
    • 68049093813 scopus 로고    scopus 로고
    • Effects of initial soil moisture on rainfall generation and subsequent hydrologic response during the North American Monsoon
    • Vivoni E.R., Tai K., Gochis D.J. Effects of initial soil moisture on rainfall generation and subsequent hydrologic response during the North American Monsoon. J. Hydrometeorol. 2008, 10(3):644-664.
    • (2008) J. Hydrometeorol. , vol.10 , Issue.3 , pp. 644-664
    • Vivoni, E.R.1    Tai, K.2    Gochis, D.J.3
  • 42
    • 80054082804 scopus 로고    scopus 로고
    • Real-world hydrologic assessment of a fully-distributed hydrological model in a parallel computing environment
    • Vivoni E.R., Mascaro G., Mniszewski S., Fasel P., Springer E.P., Ivanov V.Y., Bras R.L. Real-world hydrologic assessment of a fully-distributed hydrological model in a parallel computing environment. J. Hydrol. 2011, 409:483-496.
    • (2011) J. Hydrol. , vol.409 , pp. 483-496
    • Vivoni, E.R.1    Mascaro, G.2    Mniszewski, S.3    Fasel, P.4    Springer, E.P.5    Ivanov, V.Y.6    Bras, R.L.7
  • 43
    • 0001005190 scopus 로고    scopus 로고
    • A comparison study of convective parameterization schemes in a mesoscale model
    • Wang W., Seaman N.L. A comparison study of convective parameterization schemes in a mesoscale model. Mon. Weather Rev. 1997, 125:253-278.
    • (1997) Mon. Weather Rev. , vol.125 , pp. 253-278
    • Wang, W.1    Seaman, N.L.2
  • 44
    • 28044448078 scopus 로고    scopus 로고
    • Use of satellite-based precipitation observation in improving the parameterization of canopy hydrological processes in land surface models
    • Wang D., Wang G., Anagnostou E.N. Use of satellite-based precipitation observation in improving the parameterization of canopy hydrological processes in land surface models. J. Hydrometeorol. 2005, 6:745-763.
    • (2005) J. Hydrometeorol. , vol.6 , pp. 745-763
    • Wang, D.1    Wang, G.2    Anagnostou, E.N.3
  • 45
    • 45449094759 scopus 로고    scopus 로고
    • Use of geostationary meteorological satellite images in convective rain estimation for flash-flood forecasting
    • Wardah T., Bakar Abu., Bardossy S.H., Maznorizan A. Use of geostationary meteorological satellite images in convective rain estimation for flash-flood forecasting. J. Hydrol. 2008, 356(3-4):283-298.
    • (2008) J. Hydrol. , vol.356 , Issue.3-4 , pp. 283-298
    • Wardah, T.1    Bakar, A.2    Bardossy, S.H.3    Maznorizan, A.4
  • 46
    • 0027451196 scopus 로고
    • The genesis of severe, long-lived bow echoes
    • Weisman M. The genesis of severe, long-lived bow echoes. J. Atmos. Sci. 1993, 50(4):645-670.
    • (1993) J. Atmos. Sci. , vol.50 , Issue.4 , pp. 645-670
    • Weisman, M.1
  • 47
    • 0032951107 scopus 로고    scopus 로고
    • A comparison of simplified methods for routing topographically driven subsurface flow
    • Wigmosta M., Lettenmaier D.P. A comparison of simplified methods for routing topographically driven subsurface flow. Water Resour. Res. 1999, 35(1):255-264.
    • (1999) Water Resour. Res. , vol.35 , Issue.1 , pp. 255-264
    • Wigmosta, M.1    Lettenmaier, D.P.2
  • 48
    • 0028667763 scopus 로고
    • A distributed hydrology-vegetation model for complex terrain
    • Wigmosta M., Vail L.W., Lettenmaier D.P. A distributed hydrology-vegetation model for complex terrain. Water Resour. Res. 1994, 30(6):1665-1679.
    • (1994) Water Resour. Res. , vol.30 , Issue.6 , pp. 1665-1679
    • Wigmosta, M.1    Vail, L.W.2    Lettenmaier, D.P.3
  • 49
    • 55249096280 scopus 로고    scopus 로고
    • A process-based diagnostic approach to model evaluation: application to the NWS distributed hydrologic model
    • Yilmaz K.K., Gupta H.V., Wagener T. A process-based diagnostic approach to model evaluation: application to the NWS distributed hydrologic model. Water Resour. Res. 2008, 44:W09417. 10.1029/2007WR006716.
    • (2008) Water Resour. Res. , vol.44 , pp. W09417
    • Yilmaz, K.K.1    Gupta, H.V.2    Wagener, T.3
  • 50
    • 84896504209 scopus 로고    scopus 로고
    • Evaluating a mesoscale atmosphere model and a satellite-based algorithm in estimating extreme rainfall events in northwestern Turkey
    • Yucel I., Onen A. Evaluating a mesoscale atmosphere model and a satellite-based algorithm in estimating extreme rainfall events in northwestern Turkey. Nat. Hazards Earth Syst. Sci. 2014, 14:611-624.
    • (2014) Nat. Hazards Earth Syst. Sci. , vol.14 , pp. 611-624
    • Yucel, I.1    Onen, A.2


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