Automatic calibration of SWMM parameters based on multi-objective optimisation model
Journal of HydroinformaticsTo address the issue of low accuracy and inefficiency in the traditional parameter calibration methods for the SWMM model, this paper constructs an automatic parameter calibration model based on multi-objective optimisation algorithms. Firstly, the Sobol
Tao Wang, Jiaqi Zhai
exaly +4 more sources
Prevalence of survival without major morbidity and associated risk factors among very preterm infants: a systematic review and meta-analysis [PDF]
Frontiers in PediatricsIntroductionSurvival without major morbidity (SWMM) in very preterm infants represents a critical outcome measure in neonatal care. This systematic review evaluates both the prevalence of SWMM among infants born before 32 weeks' gestation and the ...
Xiangtong Zhang +6 more
doaj +2 more sources
Simulation of Urban Flood Process Based on a Hybrid LSTM-SWMM Model
Water Resources Management, 2023 This study proposes a novel hybrid LSTM-SWMM model that integrates the advantages of the SWMM model and the LSTM neural network for the first time.
Chenchen Zhao, Caihong Hu
exaly +2 more sources
Automated Calibration of SWMM for Improved Stormwater Model Development and Application
HydrologyThe fast pace of urban development and increasing intensity of precipitation events have made managing urban stormwater an increasingly difficult challenge.
Hossein Ahmadi +3 more
doaj +2 more sources
Journal of Water and Climate Change, 2023 Scientific and effective urban waterlogging risk prediction can help improve urban waterlogging disaster prevention capabilities. Combining the numerical simulation model with the data-driven model, the construction of the urban waterlogging risk ...
Jinping Zhang *
exaly +2 more sources
Water Science and Technology, 2021 This study aims to investigate the effectiveness of the low impact development (LID) practices on sustainable urban flood storm water management. We applied three LID techniques, i.e.
Ömer EkmekÇioglu +2 more
exaly +3 more sources
Unit and regression tests of scientific software: A study on SWMM. [PDF]
J Comput Sci, 2021 Testing helps assure software quality by executing a program and uncovering bugs. Scientific software developers often find it challenging to carry out systematic and automated testing due to reasons like inherent model uncertainties and complex floating-point computations. Extending the recent work on analyzing the unit tests written by the developers
Peng Z, Lin X, Simon M, Niu N.
europepmc +3 more sources
A new tool for automatic calibration of the Storm Water Management Model (SWMM)
Journal of Hydrology, 2020 The USEPA (United States Environmental Protection Agency) Storm Water Management Model (SWMM) is one of the most widely used numerical models to simulate urban runoff and drainage.
Zhenduo Zhu, L Shawn Matott
exaly +2 more sources
مدیریت سیلاب ناحیه هشتم شهر هرات افغانستان با استفاده از روشهای توسعه کم اثر و ارزیابی آنها با مدل EPA-SWMM [PDF]
آب و توسعه پایدار, 2022 از اساسیترین مشکلات در توسعه شهری، افزایش سطوح غیرقابل نفوذ میباشد که منجر به افزایش رواناب و وقوع سیلابهای شهری میشود. در این پژوهش، وضع موجود سیلابهای ناحیه هشتم شهر هرات با استفاده از مدل ریاضی EPA-SWMM، به لحاظ آبگرفتگی بررسی شد.
صمیم صمیم +2 more
doaj +1 more source
Potential assessment of runoff harvesting in rock outcrop catchments (Case study: Qohestan park watershed, Qaen, Southern Khorasan, Iran) [PDF]
Water Harvesting Research, 2021 Valuable studies have been conducted in recent years to collect water from impermeable urban levels in some parts of the country. Nevertheless, the background of the studies in this field has been poor in south Khorasan province, Iran. This study aims to
Seyed Mohammad tajbakhsh +2 more
doaj +1 more source