LEADER 09825nam 2200445 450 001 9910788391603321 005 20230802133950.0 010 $a1-78906-265-9 035 $a(MiAaPQ)EBC30374760 035 $a(Au-PeEL)EBL30374760 035 $a(CKB)27531977000041 035 $a(EXLCZ)9927531977000041 100 $a20230802d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aMichael Abbott's Hydroinformatics $ePoiesis of New Relationships with Water /$fedited by Andreja Jonoski 205 $aFirst edition. 210 1$aLondon :$cIWA Publishing,$d[2022] 210 4$d©2022 215 $a1 online resource (249 pages) 311 08$aPrint version: Jonoski, Andreja Michael Abbott's Hydroinformatics: Poiesis of New Relationships with Water London : IWA Publishing,c2022 327 $aCover -- Contents -- Editorial -- Preface -- Chapter 1 : Revisiting the motives for hydroinformatics -- 1.1 ? Introduction -- 1.2 ? Engineering Roots of Hydroinformatics -- 1.3 ? Modelling at the Centre of Hydroinformatics -- 1.4 ? Hydroinformatics: From Technology to Sociotechnology -- 1.5 ? Decision Support and Hydroinformatics -- 1.6 ? Hydroinformatics and the Virtual World -- 1.7 ? Role of Hydroinformaticians -- References -- Chapter 2 : Computational hydraulics: stage for the hydroinformatics act -- 2.1 ? Introduction -- 2.1.1 ? Historical context -- 2.2 ? Role of Characteristics in Computational Hydraulics -- 2.2.1 ? The meaning of characteristics -- 2.2.2 ? The three- and four-point method of characteristics -- 2.2.3 ? Practical aspects of characteristics -- 2.3 ? The Generations of Modelling -- 2.3.1 ? First- and second-generation modelling -- 2.3.2 ? Third-generation modelling -- 2.3.2.1 ? Establishment of the computational hydraulics centre -- 2.3.2.2 ? Challenges of the development -- 2.3.2.3 ? Stratified flow modelling -- 2.3.2.4 ? Wave modelling -- 2.3.2.5 ? Applications and commercialization of the third-generation models -- 2.3.3 ? Fourth-generation modelling -- 2.3.3.1 ? Driving forces for the development -- 2.3.3.2 ? Scope of the development -- 2.3.4 ? New developments in numerical methods -- 2.3.4.1 ? Finite difference methods -- 2.3.4.2 ? Unstructured grids -- 2.3.4.3 ? Particle tracking methods -- 2.4 ? Other Mike Abbott-Related Developments in Numerical Modelling -- 2.4.1 ? A dynamic population model -- 2.4.2 ? European Hydrologic System: Système Hydrologique Européen (SHE) -- 2.4.3 ? Laying of marine pipelines -- 2.5 ? From Computational Hydraulics to Hydroinformatics -- 2.5.1 ? The changing nature of modelling systems. 327 $a2.5.2 ? Challenges to model users -- 2.5.3 ? The way ahead -- References -- Chapter 3 : Hydroinformatics opening new horizons: union of computational hydraulics and artificial intelligence -- 3.1 ? Introduction -- 3.2 ? Earliest AI Efforts in Hydraulics, Hydrology and Hydroinformatics -- 3.3 ? Picking-Up Momentum -- 3.4 ? The Formative Years -- 3.5 ? Opening the Black Box -- 3.6 ? Growing Volumes of Data and Accelerating Computing Power -- 3.7 ? Recent Examples of AI-Enabled Systems -- 3.7.1 ? Planetary-scale surface water detection from space -- 3.7.2 ? Water quality sensing -- 3.7.3 ? Computer vision for opportunistic rainfall monitoring -- 3.7.4 ? Hydrologically informed machine learning for rainfall-runoff modelling -- 3.8 ? Opportunities for Future Developments -- 3.8.1 ? Machine learning -- 3.8.2 ? Enabling technologies -- 3.8.3 ? Freedom to the data! -- 3.8.4 ? Deep learning -- 3.8.5 ? Hydroinformatics-informed machine learning? -- 3.9 ? The Way Forward -- References -- Chapter 4 : Hydroinformatics impact on hydrological modelling -- 4.1 ? Introduction -- 4.2 ? Terminology and Model Classifications -- 4.2.1 ? Classification according to hydrological process description -- 4.2.2 ? Classification according to technological level -- 4.3 ? The SHE Venture -- 4.3.1 ? State of the art in hydrological modelling in the early 1970s -- 4.3.2 ? Motivation of the SHE development and creation of the SHE partnership -- 4.3.3 ? The initial SHE development (1976-1986) -- 4.3.4 ? From research code to practical applications (1986-1990s) -- 4.4 ? Evaluation Of the SHE Achievements -- 4.4.1 ? SHE: a contentious quantum leap -- 4.4.2 ? Evaluation of the impact of SHE on hydrological modelling today -- 4.5 ? Other Hydroinformatics Contributions. 327 $a4.5.1 ? Encapsulation of knowledge in digital modelling systems -- 4.5.2 ? Intelligent software systems to support stakeholders in water management -- 4.6 ? Conclusions -- Acknowledgements -- References -- Chapter 5 : Hydroinformatics as a 'game changer' in the water business -- 5.1 ? Introduction -- 5.2 ? Evolution of Hydroinformatics -- 5.2.1 ? Building the fundaments: 1960s and 1970s -- 5.2.2 ? The rise of computational modelling business: 1980s -- 5.2.3 ? Maturing and expanding: 1990s -- 5.2.4 ? Water business in the new millennium -- 5.3 ? Technical and Commercial Aspects of Hydroinformatics -- 5.3.1 ? Original view on hydroinformatics as part of the knowledge economy -- 5.3.2 ? State of technology -- 5.3.3 ? Changes in education of hydroinformatics and their reflections on business -- 5.3.4 ? Business transformation -- 5.3.5 ? Software providers and their business models -- 5.3.6 ? Software users and their needs -- 5.3.7 ? Data collection, sharing and publishing -- 5.4 ? Societal and Political Aspects of Hydroinformatics -- 5.4.1 ? Social justice and hydroinformatics -- 5.4.2 ? Learning by playing -- 5.4.3 ? Transparency of modelling and ethical aspects of presentation materials -- 5.5 ? Business Opportunities as Seen from 21st Century Perspectives -- 5.5.1 ? Water in cities market -- 5.5.2 ? Water resources market -- 5.5.3 ? Marine market -- 5.5.4 ? Other market segments related to water or the environment -- 5.6 ? Future Challenges for Hydroinformatics Business -- 5.6.1 ? Uncertainty and parametrisation of models -- 5.6.2 ? Climate change and its impacts -- 5.6.3 ? New business models in simulation modelling -- 5.6.4 ? Growth in hydroinformatics: consultancy demands -- 5.6.5 ? Vision for future or business -- References. 327 $aChapter 6 : Hydroinformatics in China: overall developments and showcase of accomplishments in the Changjiang River basin -- 6.1 ? Introduction -- 6.2 ? DTR Decision Support Framework -- 6.3 ? Data Acquisition and Management -- 6.3.1 ? Types of data -- 6.3.2 ? Data acquisition -- 6.3.3 ? Data monitoring technologies -- 6.4 ? Models and Their Roles in DSS -- 6.4.1 ? Physically based water-related models -- 6.4.1.1 ? Meteorological modelling -- 6.4.1.2 ? Hydrological modelling and stochastic modelling -- 6.4.2 ? Regulation models -- 6.4.2.1 ? Regulation model for flood management in a river basin -- 6.4.2.2 ? Water resources regulation model -- 6.4.2.3 ? Ecological regulation model -- 6.4.2.4 ? Regulation model for power generation of group of reservoirs -- 6.4.2.5 ? Multi-objective regulation model -- 6.4.3 ? Risk assessment models -- 6.4.4 ? Data-driven approaches: artificial intelligence models -- 6.4.4.1 ? ML and AI models used for hydrological forecasting -- 6.4.4.2 ? Intelligent regulation technology based on a knowledge graph -- 6.4.4.3 ? ML and AI models for other water management tasks -- 6.5 ? Improved Governance and Public Involvement: The River/Lake Chief System -- 6.6 ? Applications in The Changjiang River Basin -- 6.6.1 ? Flood management -- 6.6.1.1 ? Data acquisition in the Changjiang River basin -- 6.6.1.2 ? Models and DSSs for the Changjiang River basin -- 6.6.1.3 ? Joint regulation of water projects for flood management -- 6.6.1.4 ? Application examples -- 6.6.2 ? River/Lake chief system and public participation -- 6.6.2.1 ? Functionalities of the RCS -- 6.6.2.2 ? Public participation -- 6.6.2.3 ? Performance of Chongqing RCS -- 6.7 ? Summary -- References -- Chapter 7 : Hydroinformatics education at IHE Delft: past and future -- 7.1 ? Introduction. 327 $a7.2 ? Motivation and Origins -- 7.3 ? Developments of IHE ' s Hydroinformatics Education Over Last 30 Years -- 7.4 ? Current Status and The Course Content of the Hydroinformatics MSc Specialization -- 7.5 ? Associated MSc Programmes -- 7.5.1 ? Erasmus?+?Flood Risk Management Master ' s programme -- 7.5.2 ? International Master ' s in Hydroinformatics -- 7.6 ? Hydroinformatics Education Worldwide -- 7.7 ? Outlook -- References -- 1. On the numerical computation of nearly-horizontal flows -- 2. On the Numerical modelling of short waves in shallow water -- 3. The fourth generation of numerical modelling in hydraulics -- 4. Introducing hydroinformatics -- 5. Forchheimer and Schoklitsch: a postmodern retrospection -- 6. Towards the hydraulics of the hydroinformatics era -- 7. Towards a hydroinformatics praxis in the service of social justice. 606 $aHydrology$xData processing 615 0$aHydrology$xData processing. 676 $a551.480285 702 $aJonoski$b Andreja 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910788391603321 996 $aMichael Abbott's Hydroinformatics$93722366 997 $aUNINA