Marcus Nóbrega Gomes Jr., César Ambrogi Ferreira do Lago, Luis Miguel Castillo Rápalo, Paulo Tarso S. Oliveira, Marcio Hofheinz Giacomoni, Eduardo Mario Mendiondo
{"title":"HydroPol2D—分布式水动力和水质模型:在测量较差的集水区面临的挑战和机遇","authors":"Marcus Nóbrega Gomes Jr., César Ambrogi Ferreira do Lago, Luis Miguel Castillo Rápalo, Paulo Tarso S. Oliveira, Marcio Hofheinz Giacomoni, Eduardo Mario Mendiondo","doi":"arxiv-2304.11099","DOIUrl":null,"url":null,"abstract":"Floods are one of the deadliest natural hazards and are fueled by excessive\nurbanization. Urban development decreases infiltration by reducing pervious\nareas and increases the accumulation of pollutants during dry weather. During\nwet weather events, there is an increase in the levels of pollution\nconcentrations and stormwater runoff that eventually reach creeks and rivers.\nPolluted stormwater runoff may be sources of water supply. Modeling the\nquantity and quality dynamics of stormwater runoff requires a coupled\nhydrodynamic module capable of estimating the transport and fate of pollutants.\nIn this paper, we evaluate the applicability of a distributed hydrodynamic\nmodel coupled with a water quality model (HydroPol2D). First, the model is\ncompared to GSSHA and WCA2D in the V-Tilted catchment, and the limitation of\nthe critical velocity of WCA2D is investigated. We also applied the model in a\nlaboratory wooden board catchment, focusing on the validation of the numerical\napproach to simulate water quality dynamics. Then, we apply HydroPol2D in the\nTijuco Preto catchment, in Sao Carlos - Brazil, and compare the modeling\nresults with the full momentum solver of the Hydrologic Engineering Center -\nRiver System Analysis (HEC-RAS). The model implementation, the governing\nequations, and the estimation of input data are discussed, indicating the\nchallenges and opportunities of the application of distributed models in\npoorly-gauged catchments. For a 1-yr return period of rainfall and antecedent\ndry days and assuming an uncertainty of $40\\%$ in the water quality parameters,\nthe results indicate that the maximum concentration of total suspended solids\n(TSS), the maximum load and the mass of the pollutant washed in $30\\%$ of the\nvolume are, $456~\\pm~260~\\mathrm{mg.L^{-1}.km^{-2}}$, $\\mathrm{2.56 \\pm\n0.4~kg.s^{-1}.km^{-2}}$, and $\\mathrm{89\\%~\\pm~10\\%}$, respectively.","PeriodicalId":501231,"journal":{"name":"arXiv - PHYS - Cellular Automata and Lattice Gases","volume":"61 35","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"HydroPol2D -- Distributed Hydrodynamic and Water Quality Model: Challenges and Opportunities in Poorly-Gauged Catchments\",\"authors\":\"Marcus Nóbrega Gomes Jr., César Ambrogi Ferreira do Lago, Luis Miguel Castillo Rápalo, Paulo Tarso S. Oliveira, Marcio Hofheinz Giacomoni, Eduardo Mario Mendiondo\",\"doi\":\"arxiv-2304.11099\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Floods are one of the deadliest natural hazards and are fueled by excessive\\nurbanization. Urban development decreases infiltration by reducing pervious\\nareas and increases the accumulation of pollutants during dry weather. During\\nwet weather events, there is an increase in the levels of pollution\\nconcentrations and stormwater runoff that eventually reach creeks and rivers.\\nPolluted stormwater runoff may be sources of water supply. Modeling the\\nquantity and quality dynamics of stormwater runoff requires a coupled\\nhydrodynamic module capable of estimating the transport and fate of pollutants.\\nIn this paper, we evaluate the applicability of a distributed hydrodynamic\\nmodel coupled with a water quality model (HydroPol2D). First, the model is\\ncompared to GSSHA and WCA2D in the V-Tilted catchment, and the limitation of\\nthe critical velocity of WCA2D is investigated. We also applied the model in a\\nlaboratory wooden board catchment, focusing on the validation of the numerical\\napproach to simulate water quality dynamics. Then, we apply HydroPol2D in the\\nTijuco Preto catchment, in Sao Carlos - Brazil, and compare the modeling\\nresults with the full momentum solver of the Hydrologic Engineering Center -\\nRiver System Analysis (HEC-RAS). The model implementation, the governing\\nequations, and the estimation of input data are discussed, indicating the\\nchallenges and opportunities of the application of distributed models in\\npoorly-gauged catchments. For a 1-yr return period of rainfall and antecedent\\ndry days and assuming an uncertainty of $40\\\\%$ in the water quality parameters,\\nthe results indicate that the maximum concentration of total suspended solids\\n(TSS), the maximum load and the mass of the pollutant washed in $30\\\\%$ of the\\nvolume are, $456~\\\\pm~260~\\\\mathrm{mg.L^{-1}.km^{-2}}$, $\\\\mathrm{2.56 \\\\pm\\n0.4~kg.s^{-1}.km^{-2}}$, and $\\\\mathrm{89\\\\%~\\\\pm~10\\\\%}$, respectively.\",\"PeriodicalId\":501231,\"journal\":{\"name\":\"arXiv - PHYS - Cellular Automata and Lattice Gases\",\"volume\":\"61 35\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Cellular Automata and Lattice Gases\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2304.11099\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Cellular Automata and Lattice Gases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2304.11099","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
HydroPol2D -- Distributed Hydrodynamic and Water Quality Model: Challenges and Opportunities in Poorly-Gauged Catchments
Floods are one of the deadliest natural hazards and are fueled by excessive
urbanization. Urban development decreases infiltration by reducing pervious
areas and increases the accumulation of pollutants during dry weather. During
wet weather events, there is an increase in the levels of pollution
concentrations and stormwater runoff that eventually reach creeks and rivers.
Polluted stormwater runoff may be sources of water supply. Modeling the
quantity and quality dynamics of stormwater runoff requires a coupled
hydrodynamic module capable of estimating the transport and fate of pollutants.
In this paper, we evaluate the applicability of a distributed hydrodynamic
model coupled with a water quality model (HydroPol2D). First, the model is
compared to GSSHA and WCA2D in the V-Tilted catchment, and the limitation of
the critical velocity of WCA2D is investigated. We also applied the model in a
laboratory wooden board catchment, focusing on the validation of the numerical
approach to simulate water quality dynamics. Then, we apply HydroPol2D in the
Tijuco Preto catchment, in Sao Carlos - Brazil, and compare the modeling
results with the full momentum solver of the Hydrologic Engineering Center -
River System Analysis (HEC-RAS). The model implementation, the governing
equations, and the estimation of input data are discussed, indicating the
challenges and opportunities of the application of distributed models in
poorly-gauged catchments. For a 1-yr return period of rainfall and antecedent
dry days and assuming an uncertainty of $40\%$ in the water quality parameters,
the results indicate that the maximum concentration of total suspended solids
(TSS), the maximum load and the mass of the pollutant washed in $30\%$ of the
volume are, $456~\pm~260~\mathrm{mg.L^{-1}.km^{-2}}$, $\mathrm{2.56 \pm
0.4~kg.s^{-1}.km^{-2}}$, and $\mathrm{89\%~\pm~10\%}$, respectively.