Flood forecasting by means of dynamical downscaling of global NWPs coupling with a hydrologic model at Nong Son-Thanh My River basins

citation_title=River flow forecasting using wavelet and cross-wavelet transform models; citation_author=Adamowski J. F.; citation_journal_title=Hydrological Processes; citation_year=2008; citation_volume=22; citation_issue=25; citation_pages=4877-4891;

citation_title=Future climate change impact assessment of watershed scale hydrologic processes in Peninsular Malaysia by a regional climate model coupled with a physically-based hydrology model; citation_author=Amin M. Z. M.; citation_author=Shaaban A. J.; citation_author=Ercan A.; citation_author=Ishida K.; citation_author=Kavvas M. L.; citation_author=Chen Z. Q.; citation_author=Jang S.; citation_journal_title=Science of the Total Environment; citation_year=2017; citation_volume=575; citation_pages=12-22;

citation_title=Flood-prepared: a nowcasting system for real-time impact adaption to surface water flooding in cities; citation_author=Barr S. L.; citation_author=Johnson S.; citation_author=Ming X.; citation_author=Peppa M.; citation_author=Dong N.; citation_author=Wen Z.; citation_author=Robson C.; citation_author=Smith L.; citation_author=James P.; citation_author=Wilkinson D.; citation_author=Heaps S.; citation_author=Laing Q.; citation_author=Xiao W.; citation_author=Dawson R.; citation_author=Ranjan R.; citation_year=2020; citation_pages=9-15;

citation_title=Parameterization of orography-induced turbulence in a mesobeta-scale model; citation_author=Bougeault P.; citation_author=Lacarrere P.; citation_journal_title=Monthly Weather Review; citation_year=1989; citation_volume=117; citation_issue=8; citation_pages=1872-1890;

citation_title=Economic impact upon agricultural production from extreme flood events in Quang Nam, central Vietnam; citation_author=Chau V. N.; citation_author=Cassells S.; citation_author=Holland J.; citation_journal_title=Natural Hazards; citation_year=2015; citation_volume=75; citation_issue=2; citation_pages=1747-1765;

citation_title=Watershed environmental hydrology (WEHY) model: model application; citation_author=Chen Z. Q.; citation_author=Kavvas M. L.; citation_author=Fukami K.; citation_author=Yoshitani J.; citation_author=Matsuura T.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2004a; citation_volume=9; citation_issue=6; citation_pages=480-490;

citation_title=Geomorphologic and soil hydraulic parameters for watershed environmental hydrology (WEHY) model; citation_author=Chen Z. Q.; citation_author=Kavvas M. L.; citation_author=Yoon J. Y.; citation_author=Dogrul E. C.; citation_author=Fukami K.; citation_author=Yoshitani J.; citation_author=Matsuura T.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2004b; citation_volume=9; citation_issue=6; citation_pages=465-479;

citation_title=Real-time error correction method combined with combination flood forecasting technique for improving the accuracy of flood forecasting; citation_author=Chen L.; citation_author=Zhang Y.; citation_author=Zhou J.; citation_author=Singh V. P.; citation_author=Guo S.; citation_author=Zhang J.; citation_journal_title=Journal of Hydrology; citation_year=2015; citation_volume=521; citation_pages=157-169;

citation_title=The 2011 flood event in the Mekong Delta: preparedness, response, damage and recovery of private households and small businesses; citation_author=Chinh D. T.; citation_author=Bubeck P.; citation_author=Dung N. V.; citation_author=Kreibich H.; citation_journal_title=Disasters; citation_year=2016; citation_volume=40; citation_issue=4; citation_pages=753-778;

citation_title=A solar radiation parameterization (CLIRAD-SW) for atmospheric studies; citation_author=Chou M.; citation_author=Suarez M.; citation_year=1999;

citation_title=Development of a European flood forecasting system; citation_author=de Roo A. P. J.; citation_author=Bartholmes J.; citation_author=Bates P. D.; citation_author=Beven K.; citation_author=Bongioannini-Cerlini B.; citation_author=Gouweleeuw B.; citation_author=Heise E.; citation_author=Hils M.; citation_author=Hollingsworth M.; citation_author=Holst B.; citation_author=Horritt M.; citation_author=Hunter N.; citation_author=Kwadijk J.; citation_author=Pappenburger F.; citation_author=Reggiani P.; citation_author=Rivin G.; citation_author=Sattler K.; citation_author=Sprokkereef E.; citation_author=Thielen J.; citation_author=Todini E.; citation_author=Van Dijk M.; citation_journal_title=International Journal of River Basin Management; citation_year=2003; citation_volume=1; citation_issue=1; citation_pages=49-59;

citation_title=Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model; citation_author=Dudhia J.; citation_journal_title=Journal of the Atmospheric Sciences; citation_year=1989; citation_volume=46; citation_issue=20; citation_pages=3077-3107;

citation_title=The Boscastle flood of 16 August 2004: Characteristics, causes and consequences; citation_author=Fenn C. R.; citation_author=Bettess R.; citation_author=Golding B.; citation_author=Farquharson F. A.; citation_author=Wood T.; citation_publisher=University of York, UK; citation_year=2005;

citation_title=Analyzing the Grell–Freitas convection scheme from hydrostatic to nonhydrostatic scales within a global model; citation_author=Fowler L. D.; citation_author=Skamarock W. C.; citation_author=Grell G. A.; citation_author=Freitas S. R.; citation_author=Duda M. G.; citation_journal_title=Monthly Weather Review; citation_year=2016; citation_volume=144; citation_issue=6; citation_pages=2285-2306;

citation_title=Assessing the impacts of future climate change on the hydroclimatology of the Gediz Basin in Turkey by using dynamically downscaled CMIP5 projections; citation_author=Gorguner M.; citation_author=Kavvas M. L.; citation_author=Ishida K.; citation_journal_title=Science of the Total Environment; citation_year=2019; citation_volume=648; citation_pages=481-499;

citation_title=Updates in the NCEP GFS cumulus convection schemes with scale and aerosol awareness; citation_author=Han J.; citation_author=Wang W.; citation_author=Kwon Y. C.; citation_author=Hong S.-Y.; citation_author=Tallapragada V.; citation_author=Yang F.; citation_journal_title=Weather and Forecasting; citation_year=2017; citation_volume=32; citation_issue=5; citation_pages=2005-2017;

citation_title=SoilGrids1km – global soil information based on automated mapping; citation_author=Hengl T.; citation_author=de Jesus J. M.; citation_author=MacMillan R. A.; citation_author=Batjes N. H.; citation_author=Heuvelink G. B. M.; citation_author=Ribeiro E.; citation_author=Samuel-Rosa A.; citation_author=Kempen B.; citation_author=Leenaars J. G. B.; citation_author=Walsh M. G.; citation_author=Gonzalez M. R.; citation_journal_title=PLoS ONE; citation_year=2014; citation_volume=9; citation_issue=8; citation_pages=e105992

citation_title=Reconstruction and evaluation of changes in hydrologic conditions over a transboundary region by a regional climate model coupled with a physically-based hydrology model: application to Thao river watershed; citation_author=Ho C.; citation_author=Trinh T.; citation_author=Nguyen A.; citation_author=Nguyen Q.; citation_author=Ercan A.; citation_author=Kavvas M. L.; citation_journal_title=Science of The Total Environment; citation_year=2019; citation_volume=668; citation_pages=768-779;

citation_title=A revised approach to Ice microphysical processes for the bulk parameterization of clouds and precipitation; citation_author=Hong S.-Y.; citation_author=Dudhia J.; citation_author=Chen S.-H.; citation_journal_title=Monthly Weather Review; citation_year=2004; citation_volume=132; citation_issue=1; citation_pages=103-120;

citation_title=Comparative study of very short-term flood forecasting using physics-based numerical model and data-driven prediction model; citation_author=Hussain F.; citation_author=Wu R.-S.; citation_author=Wang J.-X.; citation_journal_title=Natural Hazards; citation_year=2021; citation_volume=107; citation_issue=1; citation_pages=249-284;

citation_author=JMA; citation_publisher=Appendix to WMO Numerical Weather Prediction Progress Report, Tokyo; citation_journal_title=Japan Meteorological Agency Outline of the Operational Numerical Weather Prediction at the Japan Meteorological Agency; citation_year=2013;

citation_title=Watershed environmental hydrology (WEHY) model based on upscaled conservation equations: hydrologic module; citation_author=Kavvas M. L.; citation_author=Chen Z. Q.; citation_author=Dogrul C.; citation_author=Yoon J. Y.; citation_author=Ohara N.; citation_author=Liang L.; citation_author=Aksoy H.; citation_author=Anderson M. L.; citation_author=Yoshitani J.; citation_author=Fukami K.; citation_author=Matsuura T.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2004; citation_volume=9; citation_issue=6; citation_pages=450-464;

citation_title=Watershed environmental hydrology model: environmental module and its application to a California watershed; citation_author=Kavvas M. L.; citation_author=Yoon J.; citation_author=Chen Z. Q.; citation_author=Liang L.; citation_author=Dogrul E. C.; citation_author=Ohara N.; citation_author=Aksoy H.; citation_author=Anderson M. L.; citation_author=Reuter J.; citation_author=Hackley S.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2006; citation_volume=11; citation_issue=3; citation_pages=261-272;

citation_title=WEHY-HCM for modeling interactive atmospheric-hydrologic processes at watershed scale. I: model description; citation_author=Kavvas M. L.; citation_author=Kure S.; citation_author=Chen Z. Q.; citation_author=Ohara N.; citation_author=Jang S.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2013; citation_volume=18; citation_issue=10; citation_pages=1262-1271;

citation_title=WEHY-HCM for modeling interactive atmospheric-hydrologic processes at watershed scale. II: model application to ungauged and sparsely gauged watersheds; citation_author=Kure S.; citation_author=Jang S.; citation_author=Ohara N.; citation_author=Kavvas M. L.; citation_author=Chen Z. Q.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2013; citation_volume=18; citation_issue=10; citation_pages=1272-1281;

citation_title=Automated procedure of real-time flood forecasting in Vu Gia – Thu Bon river basin, Vietnam by integrating SWAT and HEC-RAS models; citation_author=Loi N. K.; citation_author=Liem N. D.; citation_author=Tu L. H.; citation_author=Hong N. T.; citation_author=Truong C. D.; citation_author=Tram V. N. Q.; citation_author=Nhat T. T.; citation_author=Anh T. N.; citation_author=Jeong J.; citation_journal_title=Journal of Water and Climate Change; citation_year=2019; citation_volume=10; citation_issue=3; citation_pages=535-545;

citation_title=Development of a global land cover characteristics database and IGBP DISCover from 1km AVHRR data; citation_author=Loveland T. R.; citation_author=Reed B. C.; citation_author=Brown J. F.; citation_author=Ohlen D. O.; citation_author=Zhu Z.; citation_author=Yang L.; citation_author=Merchant J. W.; citation_journal_title=International Journal of Remote Sensing; citation_year=2000; citation_volume=21; citation_issue=6–7; citation_pages=1303-1330;

citation_title=A flood risk assessment of Quang Nam, Vietnam using spatial multicriteria decision analysis; citation_author=Luu C.; citation_author=von Meding J.; citation_journal_title=Water; citation_year=2018; citation_volume=10; citation_issue=4; citation_pages=461

citation_title=Application of ensemble Kalman filter in WRF model to forecast rainfall on monsoon onset period in South Vietnam; citation_author=Minh P. T.; citation_author=Tuyet B. T.; citation_author=Thao T. T. T.; citation_author=Hang L. T. T.; citation_journal_title=Vietnam Journal of Earth Sciences; citation_year=2018; citation_volume=40; citation_issue=4; citation_pages=367-394;

citation_title=20-km-Mesh global climate simulations using JMA-GSM model–Mean climate states; citation_author=Mizuta R.; citation_author=Oouchi K.; citation_author=Yoshimura H.; citation_author=Noda A.; citation_author=Katayama K.; citation_author=Yukimoto S.; citation_author=Hosaka M.; citation_author=Kusunoki S.; citation_author=Kawai H.; citation_author=Nakagawa M.; citation_journal_title=Journal of the Meteorological Society of Japan. Ser. II; citation_year=2006; citation_volume=84; citation_issue=1; citation_pages=165-185;

citation_title=Downscaling global weather forecast outputs using ANN for flood prediction; citation_author=Nam D. H.; citation_author=Udo K.; citation_author=Mano A.; citation_journal_title=Journal of Applied Mathematics; citation_year=2011; citation_volume=2011; citation_pages=1-14;

citation_title=Short-term flood inundation prediction using hydrologic-hydraulic models forced with downscaled rainfall from global NWP; citation_author=Nam D. H.; citation_author=Mai D. T.; citation_author=Udo K.; citation_author=Mano A.; citation_journal_title=Hydrological Processes; citation_year=2014; citation_volume=28; citation_issue=24; citation_pages=5844-5859;

citation_title=Future fluvial flood risks in Central Vietnam assessed using global super-high-resolution climate model output: future fluvial flood risks in Central Vietnam; citation_author=Nam D. H.; citation_author=Udo K.; citation_author=Mano A.; citation_journal_title=Journal of Flood Risk Management; citation_year=2015; citation_volume=8; citation_issue=3; citation_pages=276-288;

citation_title=Estimating the welfare loss to households from natural disasters in developing countries: a contingent valuation study of flooding in Vietnam; citation_author=Navrud S.; citation_author=Huu Tuan T.; citation_author=Duc Tinh B.; citation_journal_title=Global Health Action; citation_year=2012; citation_volume=5; citation_issue=1; citation_pages=17609

citation_title=Early warning systems for flash floods and debris flows in Vietnam: a review; citation_author=Ngo T. T. H.; citation_author=Vu B. T.; citation_author=Nguyen T. K.; citation_author=Duc Long P.; citation_author=Dung N. T.; citation_publisher=Springer, Singapore; citation_title=Geotechnics for Sustainable Infrastructure Development; citation_year=2020; citation_volume=62; citation_pages=1233-1240;

citation_title=Design of an automatic hydro-meteorological observation network for a real-time flood warning system: a case study of Vu Gia-Thu Bon river basin, Vietnam; citation_author=Nguyen L. D.; citation_author=Nguyen H. T.; citation_author=Dang P. D. N.; citation_author=Duong T. Q.; citation_author=Nguyen L. K.; citation_journal_title=Journal of Hydroinformatics; citation_year=2021; citation_volume=23; citation_issue=2; citation_pages=324-339;

citation_title=The Vietnam gridded precipitation (VnGP) dataset: construction and validation; citation_author=Nguyen-Xuan T.; citation_author=Ngo-Duc T.; citation_author=Kamimera H.; citation_author=Trinh-Tuan L.; citation_author=Matsumoto J.; citation_author=Inoue T.; citation_author=Phan-Van T.; citation_journal_title=SOLA; citation_year=2016; citation_volume=12; citation_pages=291-296;

citation_title=Assessment of future stream flow over the Sesan catchment of the Lower Mekong Basin in Vietnam; citation_author=Raghavan S. V.; citation_author=Vu M. T.; citation_author=Liong S.-Y.; citation_journal_title=Hydrological Processes; citation_year=2012; citation_volume=26; citation_issue=24; citation_pages=3661-3668;

citation_author=Satofuka Y.; citation_publisher=Asia-Japan Research Institute of Ritsumeikan University, ; citation_title=Establishment of Asia-Based Research Center for Mitigation of Landslide and Flood Disasters by Japan-Vietnam Joint Initiative; citation_year=2020;

citation_title=Why do people not learn from flood disasters? Evidence from Vietnam's northwestern mountains; citation_author=Schad I.; citation_author=Schmitter P.; citation_author=Saint-Macary C.; citation_author=Neef A.; citation_author=Lamers M.; citation_author=Nguyen L.; citation_author=Hilger T.; citation_author=Hoffmann V.; citation_journal_title=Natural Hazards; citation_year=2012; citation_volume=62; citation_issue=2; citation_pages=221-241;

citation_title=Relevance of merging radar and rainfall gauge data for rainfall nowcasting in urban hydrology; citation_author=Shehu B.; citation_author=Haberlandt U.; citation_journal_title=Journal of Hydrology; citation_year=2021; citation_volume=594; citation_pages=125931

Skamarock W., Klemp J., Dudhia J., Gill D., Barker D. & Wang W. 2005 A Description of the Advanced Research WRF Version 2(p. 2500 KB) [Application/pdf]. UCAR/NCAR. https://doi.org/10.5065/D6DZ069T.

citation_title=The CG lightning activity of a storm causing a flash-flood; citation_author=Soula S.; citation_author=Sauvageot H.; citation_author=Molinié G.; citation_author=Mesnard F.; citation_author=Chauzy S.; citation_journal_title=Geophysical Research Letters; citation_year=1998; citation_volume=25; citation_issue=8; citation_pages=1181-1184;

citation_title=Characteristics of ASTER GDEM version 2; citation_author=Tachikawa T.; citation_author=Hato M.; citation_author=Kaku M.; citation_author=Iwasaki A.; citation_year=2011; citation_pages=3657-3660;

citation_title=The Goddard Cumulus ensemble model. part I: model description; citation_author=Tao W.; citation_author=Simpson J.; citation_journal_title=Terrestrial, Atmospheric and Oceanic Sciences; citation_year=1993; citation_volume=4; citation_issue=1; citation_pages=35-71;

citation_title=The European flood alert system–part 1: concept and development; citation_author=Thielen J.; citation_author=Bartholmes J.; citation_author=Ramos M. H.; citation_author=Roo A. D.; citation_journal_title=Hydrology and Earth System Sciences; citation_year=2009; citation_volume=13; citation_issue=2; citation_pages=125-140;

citation_title=A comprehensive mass flux scheme for cumulus parameterization in large-scale models; citation_author=Tiedtke M.; citation_journal_title=Monthly Weather Review; citation_year=1989; citation_volume=117; citation_issue=8; citation_pages=1779-1800;

citation_title=GIS and local knowledge in disaster management: a case study of flood risk mapping in Viet Nam; citation_author=Tran P.; citation_author=Shaw R.; citation_author=Chantry G.; citation_author=Norton J.; citation_journal_title=Disasters; citation_year=2009; citation_volume=33; citation_issue=1; citation_pages=152-169;

citation_title=Reconstruction of historical inflows into and water supply from Shasta Dam by coupling physically based hydroclimate model with reservoir operation model; citation_author=Trinh T.; citation_author=Jang S.; citation_author=Ishida K.; citation_author=Ohara N.; citation_author=Chen Z. Q.; citation_author=Anderson M. L.; citation_author=Darama Y.; citation_author=Chen J.; citation_author=Kavvas M. L.; citation_journal_title=Journal of Hydrologic Engineering; citation_year=2016; citation_volume=21; citation_issue=9; citation_pages=04016029

citation_title=Integrating global land-cover and soil datasets to update saturated hydraulic conductivity parameterization in hydrologic modeling; citation_author=Trinh T.; citation_author=Kavvas M. L.; citation_author=Ishida K.; citation_author=Ercan A.; citation_author=Chen Z. Q.; citation_author=Anderson M. L.; citation_author=Ho C.; citation_author=Nguyen T.; citation_journal_title=Science of The Total Environment; citation_year=2018; citation_volume=631–632; citation_pages=279-288;

citation_title=Development of high-resolution 72h precipitation and hillslope flood maps over a tropical transboundary region by physically based numerical atmospheric–hydrologic modeling; citation_author=Trinh T.; citation_author=Ho C.; citation_author=Do N.; citation_author=Ercan A.; citation_author=Kavvas M. L.; citation_journal_title=Journal of Water and Climate Change; citation_year=2020; citation_volume=11; citation_issue=S1; citation_pages=387-406;

citation_title=Modeling high-resolution precipitation by coupling a regional climate model with a machine learning model: an application to Sai Gon–Dong Nai Rivers Basin in Vietnam; citation_author=Trinh T.; citation_author=Do N.; citation_author=Nguyen V. T.; citation_author=Carr K.; citation_journal_title=Climate Dynamics; citation_year=2021; citation_volume=57; citation_issue=9–10; citation_pages=2713-2735;

citation_title=Hydrologic modeling by means of a hybrid downscaling approach: an application to the Sai Gon–Dong Nai Rivers Basin; citation_author=Trinh T.; citation_author=Nguyen V. T.; citation_author=Do N.; citation_author=Carr K.; citation_author=Tran D. H.; citation_author=Thang N. V.; citation_author=Dang T. H.; citation_journal_title=Journal of Water and Climate Change; citation_year=2022a; citation_volume=13; citation_issue=2; citation_pages=407-420;

citation_title=A numerical coupled atmospheric–hydrologic modeling system for probable maximum flood estimation with application to California's southern Sierra Nevada foothills watersheds; citation_author=Trinh T.; citation_author=Diaz A.; citation_author=Iseri Y.; citation_author=Snider E.; citation_author=Anderson M. L.; citation_author=Carr K. J.; citation_author=Kavvas M. L.; citation_journal_title=Journal of Flood Risk Management; citation_year=2022b; citation_volume=15; citation_issue=3; citation_pages=e12809

citation_title=Coupling hydroclimate-hydraulic-sedimentation models to estimate flood inundation and sediment transport during extreme flood events under a changing climate; citation_author=Tu T.; citation_author=Ercan A.; citation_author=Carr K. J.; citation_author=Kavvas M. L.; citation_author=Trinh T.; citation_author=Ishida K.; citation_author=Nosacka J.; citation_author=Brown K.; citation_journal_title=Science of The Total Environment; citation_year=2020; citation_volume=740; citation_pages=140117

citation_title=Flood risk assessment and coping capacity of floods in central Vietnam; citation_author=Vu T. T.; citation_author=Ranzi R.; citation_journal_title=Journal of Hydro-Environment Research; citation_year=2017; citation_volume=14; citation_pages=44-60;

citation_title=Flood forecasting and warning at the river basin and at the European scale; citation_author=Werner M.; citation_author=Reggiani P.; citation_author=de Roo A. P. J.; citation_author=Bates P. D.; citation_author=Sprokkreef E.; citation_journal_title=Natural Hazard; citation_year=2005; citation_volume=36; citation_pages=25-42;

citation_title=Hydrologic impact assessment by a physically-based hydro-climate model of regional climate change for the water resources of the Upper Ping River Basin of Thailand; citation_author=Wuthiwongyothin S.; citation_author=Jang S.; citation_author=Ishida K.; citation_author=Kavvas M. L.; citation_year=2015; citation_pages=1026-1030;

citation_title=Tropical cyclone track forecasts using JMA model with ECMWF and JMA initial conditions: analysis of TC track prediction error; citation_author=Yamaguchi M.; citation_author=Nakazawa T.; citation_author=Aonashi K.; citation_journal_title=Geophysical Research Letters; citation_year=2012; citation_volume=39; citation_issue=9;