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Full-Text Articles in Physical Sciences and Mathematics
High Performance Gpu Speed-Up Strategies For The Computation Of 2d Inundation Models, Asier Lacasta, Mario Morales-Hernández, Javier Murillo, Pilar García-Navarro, Reinaldo Garcia
High Performance Gpu Speed-Up Strategies For The Computation Of 2d Inundation Models, Asier Lacasta, Mario Morales-Hernández, Javier Murillo, Pilar García-Navarro, Reinaldo Garcia
International Conference on Hydroinformatics
Two-dimensional (2D) models are increasingly used for inundation assesements in situations involving large domains of millions of computational elements and long-time scales of several months. Practical applications often involve a compromise between spatial accuracy and computational efficiency and to achieve the necessary spatial resolution, rather fine meshes become necessary requiring more data storage and very long computer times comparable to the real simulated process (e.g. 1 month of real-time simulation may require 1 month of computations approximately). Obviously, using conventional 2D non-parallelized models (CPU based) make simulations impractical in real project applications, but improving the performance of such complex models …
Development Of A Micro Water Grid (Mwg) Pilot Platform For Green Buildings, Su-Kwon Chae, Juneseok Lee, Hyun-Byung Chae
Development Of A Micro Water Grid (Mwg) Pilot Platform For Green Buildings, Su-Kwon Chae, Juneseok Lee, Hyun-Byung Chae
International Conference on Hydroinformatics
The objectives of this Micro Water Grid (MWG) pilot platform project are to i) address the need for reliable municipal water supplies, ii) identify and strengthen vulnerable water system elements, and iii) design an optimal micro water grid pilot platform for green buildings. This paper describes the overall context of the MWG and considers appropriate analytical methods for water demand, hydraulic analysis and decision models for optimal MWG pilot platforms. This is an on-going research project and various MWG design scenarios, along with numerical results, will be presented as the research progresses.
Development Of A Cloud Computing Application For Water Resources Modelling And Optimization Based On Open Source Software, Blagoj Delipetrev, Andreja Jonoski, Dimitri P. Solomatine
Development Of A Cloud Computing Application For Water Resources Modelling And Optimization Based On Open Source Software, Blagoj Delipetrev, Andreja Jonoski, Dimitri P. Solomatine
International Conference on Hydroinformatics
Cloud computing is the latest advancement in Information and Communication Technology (ICT) that provides computing as a service or delivers computation, software, data access, storage service without end-user knowledge of the physical location and system configuration. Cloud computing, service oriented architecture and web geographic information systems are new technologies for development of the cloud computing application for water resources modelling and optimization. The cloud application is deployed and tested in a distributed computer environment running on three virtual machines (VMs). The cloud application has five web services for: (1) spatial data infrastructure – 1 (SDI), (2) SDI – 2, (3) …
Hpc For Drm - Operational Flood Management In Urban Environment, Evžen Zeman, Pavel Tachecí, Johan Nicolai Hartnack, Vít Vondrák, Jan Martinovič
Hpc For Drm - Operational Flood Management In Urban Environment, Evžen Zeman, Pavel Tachecí, Johan Nicolai Hartnack, Vít Vondrák, Jan Martinovič
International Conference on Hydroinformatics
A regional flood warning system based on a combination of data processing, modelling and communication tools is proposed. The system is founded on a common framework MIKE CUSTOMISED, giving great flexibility in tailoring solutions as needed. Where more conventional flood warning systems focus mainly on discharge predictions in the main rivers the proposed system considers the whole catchment area – flood plain, as well as tributaries. Local floods on smaller streams and tributaries may cause high damages, particular in urban areas. Such cases require timely reasonably accurate forecasts for proper decision making. The MIKE SHE modelling system is used to …
An Architectural Overview Of Hydroshare, A Next-Generation Hydrologic Information System, Jefferson Heard, David G. Tarboton, Ray Idaszak, Jeffery S. Horsburgh, Dan Ames, Alex Bedig, Anthony M. Castronova, Alva Couch
An Architectural Overview Of Hydroshare, A Next-Generation Hydrologic Information System, Jefferson Heard, David G. Tarboton, Ray Idaszak, Jeffery S. Horsburgh, Dan Ames, Alex Bedig, Anthony M. Castronova, Alva Couch
International Conference on Hydroinformatics
HydroShare is an online, open-source, collaborative system being developed for sharing hydrologic data and models as part of the NSF’s Software Infrastructure for Sustained Innovation (SI2) program. The goal of HydroShare is to enable scientists to easily discover and access hydrologic data and models, retrieve them to their desktop, or perform analyses in a distributed computing environment that may include grid, cloud, or high performance computing. Scientists may also publish outcomes (data, results or models) into HydroShare, using the system as a collaboration platform for sharing data, models, and analyses. HydroShare involves a large distributed software development effort requiring collaboration …
Rwater – A Cyber Enabled Tool For Hydrologic Modeling And Analysis, Venkatesh Merwade, Mohammad Adnan Rajib
Rwater – A Cyber Enabled Tool For Hydrologic Modeling And Analysis, Venkatesh Merwade, Mohammad Adnan Rajib
International Conference on Hydroinformatics
Existing distributed hydrologic models are complex and computationally demanding for using as a rapid-forecasting policy-decision tool, or even as a class-room educational tool. In addition, platform dependence, specific input/output data structures and non-dynamic data-interaction with pluggable software components inside the existing proprietary frameworks make these models restrictive only to the specialized user groups. RWater is a web-based hydrologic analysis and modeling framework that utilizes the commonly used R software within the HUBzero cyber infrastructure of Purdue University. RWater is designed as an integrated framework for distributed hydrologic simulation, along with subsequent parameter optimization and visualization schemes. RWater provides platform independent …
Optimization Of Groundwater Remediation With New Efficient Parallel Algorithm For Global Optimization, Min Pang, Christine A. Shoemaker
Optimization Of Groundwater Remediation With New Efficient Parallel Algorithm For Global Optimization, Min Pang, Christine A. Shoemaker
International Conference on Hydroinformatics
Application of optimization algorithm to PDE modeling groundwater remediation can greatly reduce remediation cost. However, groundwater remediation analysis requires a computational expensive simulation, therefore, effective parallel optimization could potentially greatly reduce computational expense. The optimization algorithm used in this research is Parallel Stochastic radial basis function. This is designed for global optimization of computationally expensive functions with multiple local optima and it does not require derivatives. In each iteration of the algorithm, an RBF is updated based on all the evaluated points in order to approximate expensive function. Then the new RBF surface is used to generate the next set …
Hydroinformatics On The Cloud: Data Integration, Modeling And Information Communication For Flood Risk Management, Ibrahim Demir, Scott Small, Radoslaw Goska, Kate Keahey, Patrick Armstrong, Pierre Riteau, Bongchul Seo, Ricardo Mantilla
Hydroinformatics On The Cloud: Data Integration, Modeling And Information Communication For Flood Risk Management, Ibrahim Demir, Scott Small, Radoslaw Goska, Kate Keahey, Patrick Armstrong, Pierre Riteau, Bongchul Seo, Ricardo Mantilla
International Conference on Hydroinformatics
The Iowa Flood Information System (IFIS) is a web-based platform developed by the Iowa Flood Center (IFC) to provide access to flood inundation maps, real-time flood conditions, flood warnings and forecasts, flood-related data, information and interactive visualizations for communities in Iowa. The key elements of the IFIS are: (1) flood inundation maps, (2) autonomous “bridge sensors” that monitor water level in streams and rivers in real time, and (3) real-time flood forecasting models capable of providing flood warning to over 1000 communities in Iowa. The IFIS represents a hybrid of file and compute servers, including a High Performance Computing cluster, …
A Comparative Study Of Accuracy And Performance Between A Fully 2d Gpu Based And A 1d-2d Coupled Numerical Model In A Real River, Mario Morales-Hernández, Asier Lacasta, Javier Murillo, Pilar Brufau, Pilar García-Navarro
A Comparative Study Of Accuracy And Performance Between A Fully 2d Gpu Based And A 1d-2d Coupled Numerical Model In A Real River, Mario Morales-Hernández, Asier Lacasta, Javier Murillo, Pilar Brufau, Pilar García-Navarro
International Conference on Hydroinformatics
Hydraulic simulation is becoming a very widely used tool to provide information about the duration, the extension and the magnitude of a flooding episode. In the last decade, the advances in the numerical schemes, connected to the evolution experimented in the power of computers have allowed to aim for maximum accuracy in the results instead of working with simplified models. In particular, two main implementations have been extensively developed in the recent years: 1D-2D coupled numerical models and fully 2D models under GPU technologies. These strategies allow to simulate a wide range of applications over large domains and time scale …
Enabling Access To Non-Point Source Risk Mapping Tools Using Open Source Software And Open Geospatial Consortium (Ogc) Standards : The Development Of The Scimap Webapp, Peter Wells, Sim Reaney
Enabling Access To Non-Point Source Risk Mapping Tools Using Open Source Software And Open Geospatial Consortium (Ogc) Standards : The Development Of The Scimap Webapp, Peter Wells, Sim Reaney
International Conference on Hydroinformatics
No-point (diffuse) pollution is a key environmental pressure effecting water quality and ecology in lakes and rivers. Many governmental and NGO bodies are working to tacking the problem but their efforts are constrained by the complexities of the problem. To enable the spatial targeting of the mitigation measures at the landscape scale, the SCIMAP risk mapping approach was developed by Durham and Lancaster Universities in the UK. The approach was well received but the desktop implementation created problems for users. NGO users generally did not have the required datasets or GIS skills. Governmental users within a corporate managed IT environment …
Parallel Numerical Modeling Of Two-Phase Flow Process In Porous Medium, Wenginq Wang, Björn Zehner, Norbert Boettcher, Uwe-Jens Goerke, Olaf Kolditz
Parallel Numerical Modeling Of Two-Phase Flow Process In Porous Medium, Wenginq Wang, Björn Zehner, Norbert Boettcher, Uwe-Jens Goerke, Olaf Kolditz
International Conference on Hydroinformatics
CO2 storage in geological formations is a promising technology under debate for reducing carbon dioxide emission into the atmosphere. Numerical simulation can help assessing the feasibility of this technology if real geological systems can be analyzed numerically. To this purpose, extremely high computational power is necessary to approach reality. In this work, a parallel computing technique is presented for the numerical simulation of two-phase flow processes in porous media for large scale applications of CO2 storage. The Galerkin finite element method is used to solve the initial boundary value problem arising from the underlying mathematical model. The PETSc package is …
Evaluation Of Retrofitting Options In Urban Drainage Systems Based On Flexibility: A Case Study For Nhieu Loc - Thi Nghe Basin In Ho Chi Minh City, Mohanasundar Radhakrishnan, Chau Nguyen Xuan Quang, Assela Pathirana, Ho Long Phi, Richard M. Ashley
Evaluation Of Retrofitting Options In Urban Drainage Systems Based On Flexibility: A Case Study For Nhieu Loc - Thi Nghe Basin In Ho Chi Minh City, Mohanasundar Radhakrishnan, Chau Nguyen Xuan Quang, Assela Pathirana, Ho Long Phi, Richard M. Ashley
International Conference on Hydroinformatics
Inherent uncertainties are the primary constraints and concerns for any robust urban flood management programme. Selection of better retrofitting options to tackle uncertainties involves the process of evaluating the technical and financial feasibility of a wide range of options. In this paper, we present a case study of a catchment in Ho Chi Minh City, Vietnam, where we apply evolutionary methods to search for optimal retrofitting opportunities to cope with uncertainties. Flexible options such as detention storage at nodes and provision of sustainable drainage systems have been identified. The optimal storage volumes for detention storage at the nodes and optimal …
Overview Of Coupling Of Data, Models And Information Through The Web Using Existing Standards, Gerben De Boer, Fedor Baart, Bernhard P. J. Becker, Bert Jagers
Overview Of Coupling Of Data, Models And Information Through The Web Using Existing Standards, Gerben De Boer, Fedor Baart, Bernhard P. J. Becker, Bert Jagers
International Conference on Hydroinformatics
Assessment of environmental status and integral safety requires combination of information from many sources, coming from either databases or increasingly via live model (scenario) simulations. Many of these models require input from one another, sometimes unidirectional, but more and more two-directional as well. Many protocols and frameworks are available for model coupling, often based on open standards and implementations. Previous overviews of coupling protocols have focused on data exchange volume, data complexity, invasiveness into existing models and support for specific programming languages. We extend the overview using recent developments in web-based protocols and focus on the suitability for internet-based data …
Genetic Programming For Cellular Automata Urban Inundation Modelling, Mike J. Gibson, Edward C. Keedwell, Dragan A. Savić
Genetic Programming For Cellular Automata Urban Inundation Modelling, Mike J. Gibson, Edward C. Keedwell, Dragan A. Savić
International Conference on Hydroinformatics
Recent advances in Cellular Automata (CA) represent a new, computationally efficient method of simulating flooding in urban areas. A number of recent publications in this field have shown that CAs can be much more computationally efficient than methods than using standard shallow water equations (Saint Venant/Navier-Stokes equations). CAs operate using local state-transition rules that determine the progression of the flow from one cell in the grid to another cell, in many publications the Manning’s Formula is used as a simplified local state transition rule. Through the distributed interactions of the CA, computationally simplified urban flooding can be processed, although these …
Drihm - An Infrastructure To Advance Hydro-Meteorological Research, Bert Jagers, Antonio Parodi, Michael Schiffers, Nils Otto Vor Dem Gentschen Felde, Christian Straube, Andrea Clematis, Daniele D'Agostino, Quillon Harpham
Drihm - An Infrastructure To Advance Hydro-Meteorological Research, Bert Jagers, Antonio Parodi, Michael Schiffers, Nils Otto Vor Dem Gentschen Felde, Christian Straube, Andrea Clematis, Daniele D'Agostino, Quillon Harpham
International Conference on Hydroinformatics
One of the main challenges in hydro-meteorological research (HMR) is predicting the impact of weather and climate changes on the environment, society and economy, including local severe hazards such as floods and landslides. At the heart of this challenge lies the ability to have easy access to hydro-meteorological data and models, and facilitate the collaboration across discipline boundaries. Within the DRIHM project (Distributed Research Infrastructure for Hydro-Meteorology, www.drihm.eu, EC funded FP7 project 2011-2015) we develop a prototype e-Science environment to facilitate this collaboration and provide end-to-end HMR services (models, datasets, and post-processing tools) at the European level, with the ability …
An Application Of Services Based Modelling Paradigm To The Hydrologic Domain Using Ewater Source, Matthew Paul Stenson, Dave Penton, Ben Leighton, Nicholas J. Car, Qifeng Bai, Ramneek Singh, Jean-Michel Perraud, Robert Bridgart
An Application Of Services Based Modelling Paradigm To The Hydrologic Domain Using Ewater Source, Matthew Paul Stenson, Dave Penton, Ben Leighton, Nicholas J. Car, Qifeng Bai, Ramneek Singh, Jean-Michel Perraud, Robert Bridgart
International Conference on Hydroinformatics
The traditional paradigm for the deployment of hydrological models involves the capturing and testing of model concepts and numerical consistency for robustness and accuracy, which is then distributed as binary files with or without source code. The model software is then populated with data and parameters and run locally within the modeller’s organisation, often on their own desktop. This modelling workflow is used by many organisations; however, there are several limitations and potential issues. Once the software is outside the developer’s organisation they rely on the modeller to apply updates and bug fixes in a timely manner, and to correctly …
Visual Analytics Clarify The Scalability And Effectiveness Of Massively Parallel Many-Objective Optimization: A Groundwater Monitoring Design Example, Patrick M. Reed
Visual Analytics Clarify The Scalability And Effectiveness Of Massively Parallel Many-Objective Optimization: A Groundwater Monitoring Design Example, Patrick M. Reed
International Conference on Hydroinformatics
In this study, we contribute a comprehensive assessment of massively parallel multiobjective evolutionary algorithm (MOEA)-based search using a highly challenging optimization—assimilation application. The application focuses on a four objective groundwater monitoring application in which parallel scalability is tested across compute core counts ranging from 64 to a maximum of 8192. Our many-objective visual analytics framework clarifies how to assess and attain highly effective search on large scale high-performance computing systems. Moreover, our results also refute the common assumption that adding objectives in many-objective evolutionary optimization will always increase the computational difficulty of a problem. Our results agree with prior theoretical …
Heterogeneous Computing Paradigm For Parallel Water Distribution System Analysis, Zheng Yi Wu
Heterogeneous Computing Paradigm For Parallel Water Distribution System Analysis, Zheng Yi Wu
International Conference on Hydroinformatics
Hydraulic and water quality models have been developed and used over decades for water distribution system (WDS) analysis. The models prove to be powerful tools for engineers to gain systematic understanding on the WDS conditions and conduct technically-sound WDS management. However, it takes significantly amount of computation time to perform one simulation run for large system with tens or hundreds of thousands of pipes over an adequately long period of duration in order to gain good results for system hydraulic and water quality dynamics. In the meantime, WDS analysis solvers are not developed to take the advantages of available computing …
The Hydro-Modeling Platform (Hydromp) - Enabling Cloud-Based Environmental Modeling Using Software-As-A-Service (Saas) Cloud Computing, Ronghua Liu, Jiahua Wei, Haiyan Liu
The Hydro-Modeling Platform (Hydromp) - Enabling Cloud-Based Environmental Modeling Using Software-As-A-Service (Saas) Cloud Computing, Ronghua Liu, Jiahua Wei, Haiyan Liu
International Conference on Hydroinformatics
Hydro-model has become important tool for water resources management, with higher demand in simulation precision and speed of decision support, models designed for sectoral application becoming outmoded, and original mode that massive schemes are run sequentially cannot meet the real-time requirements, especially with the computation increase by finer discretization granularity and broader research range. Water management organizations are increasingly looking for new generation tools that allow integration across domains, and can provide extensible computing resources to assist their decision making processes. In response to this need, a hydro-modeling platform(HydroMP) based on cloud computing is designed and implemented, which can deployed …
Publishing And Federating Global Water Data And Maps Via Web Services, David K. Arctur, David R. Maidment
Publishing And Federating Global Water Data And Maps Via Web Services, David K. Arctur, David R. Maidment
International Conference on Hydroinformatics
Finding and accessing data in most countries of the world about local, regional and national water resources (streamflow discharge, gauge depth, soil moisture, etc.) has been complicated by a number of issues, from concerns of local and national security, to lack of suitable conventions and standards for data exchange that could be reasonably implemented and enforced at the national and international levels. These issues are now starting to be addressed, thanks to recently adopted standards for hydrologic data exchange, and growing acceptance of community standards for web services to perform such data exchange. This presentation reviews recent work in this …
A Two Phase Numerical Model For The Water Injection Dredging (Wid) Technology: An Unified Formulation For Continuum Mechanic, Dan Nguyen, Miguel Uh Zapata, Georges Gauthier, Philippe Gondret, Damien Pham Van Bang
A Two Phase Numerical Model For The Water Injection Dredging (Wid) Technology: An Unified Formulation For Continuum Mechanic, Dan Nguyen, Miguel Uh Zapata, Georges Gauthier, Philippe Gondret, Damien Pham Van Bang
International Conference on Hydroinformatics
Accurate simulation of the sediment processes at the vicinity of the sediment bed/water interface is still very difficult because of the multi-physic character of the problem. A soil is a continuum and porous media having solid properties such as elasticity and plasticity. It is usually considered as impermeable boundary which could evolve through erosion and deposition fluxes. Flow characteristics close to the liquid-bed interface are poorly described by soil mechanics and rheological characteristics of the soil are usually neglected by fluid mechanics. In order to account for the flow domain as a whole, extending from the substratum up to the …