Muutke küpsiste eelistusi

Michael Abbotts Hydroinformatics: Poiesis of New Relationships with Water [Pehme köide]

Edited by
  • Formaat: Paperback / softback, 350 pages, kõrgus x laius x paksus: 234x156x18 mm
  • Ilmumisaeg: 15-Dec-2022
  • Kirjastus: IWA Publishing
  • ISBN-10: 1789062640
  • ISBN-13: 9781789062649
  • Formaat: Paperback / softback, 350 pages, kõrgus x laius x paksus: 234x156x18 mm
  • Ilmumisaeg: 15-Dec-2022
  • Kirjastus: IWA Publishing
  • ISBN-10: 1789062640
  • ISBN-13: 9781789062649
Hydroinformatics was established 30 years ago as a novel discipline in which computer modelling of water was combined with novel developments of Informational and Computational Technologies for purposes of introducing new and different approaches to water engineering, management, and decision support. The late Professor Michael B. Abbott is widely recognized as founding father of this field. The book will present the original ideas about the field of hydroinformatics, primarily presented in the works of Abbott, together with critical assessment of its current developments.The first chapter will introduce a general re-visit of the motivations and ideas for establishing the field of hydroinformatics, together with an assessment of current research and practice regarding the extent and characteristics that relate to the original ideas introduced by Abbott. Six following chapters will have more or less the same structure, each addressing a particular aspect of hydroinformatics, as follows: computational hydraulics and its role in establishing hydroinformatics, integration of artificial intelligence and computational hydraulics, hydroinformatics impact on hydrology, transformations of water professions and businesses by hydroinformatics, the role of hydroinformatics in realizing water-related social justice, and evolution and key characteristics of hydroinformatics education.Each chapter will be related to already published works of Abbott. All chapters are written by contributors who were past collaborators with Abbott and are still active in the field of hydroinformatics. The book will be a tribute to Abbott’s contributions to hydroinformatics, and it will provide an assessment of the current status of the field perceived from within the context of Abbott’s original ideas.
Editorial ix
Preface xi
Chapter 1 Revisiting the motives for hydroinformatics
1(16)
A. Jonoski
1.1 Introduction
1(2)
1.2 Engineering Roots of Hydroinformatics
3(2)
1.3 Modelling at the Centre of Hydroinformatics
5(2)
1.4 Hydroinformatics: From Technology to Sociotechnology
7(2)
1.5 Decision Support and Hydroinformatics
9(2)
1.6 Hydroinformatics and the Virtual World
11(1)
1.7 Role of Hydroinformaticians
12(5)
References
13(4)
Chapter 2 Computational hydraulics: stage for the hydroinformatics act
17(16)
A. W. Minns
A. Verwey
I. R. Warren
2.1 Introduction
17(2)
2.1.1 Historical context
18(1)
2.2 Role of Characteristics in Computational Hydraulics
19(2)
2.2.1 The meaning of characteristics
19(1)
2.2.2 The three-and four-point method of characteristics
19(2)
2.2.3 Practical aspects of characteristics
21(1)
2.3 The Generations of Modelling
21(5)
2.3.1 First- and second-generation modelling
21(1)
2.3.2 Third-generation modelling
21(3)
2.3.3 Fourth-generation modelling
24(2)
2.3.4 New developments in numerical methods
26(1)
2.4 Other Mike Abbott-Related Developments in Numerical Modelling
26(2)
2.4.1 A dynamic population model
26(1)
2.4.2 European Hydrologic System: Systeme Hydrologique Europeen (SHE)
27(1)
2.4.3 Laying of marine pipelines
27(1)
2.5 From Computational Hydraulics to Hydroinformatics
28(5)
2.5.1 The changing nature of modelling systems
28(1)
2.5.2 Challenges to model users
29(2)
2.5.3 The way ahead
31(1)
References
31(2)
Chapter 3 Hydroinformatics opening new horizons: union of computational hydraulics and artificial intelligence
33(12)
V. Babovic
A. W. Minns
3.1 Introduction
33(1)
3.2 Earliest AI Efforts in Hydraulics, Hydrology and Hydroinformatics
34(1)
3.3 Picking-Up Momentum
35(1)
3.4 The Formative Years
36(1)
3.5 Opening the Black Box
37(1)
3.6 Growing Volumes of Data and Accelerating Computing Power
37(1)
3.7 Recent Examples of AI-Enabled Systems
38(1)
3.7.1 Planetary-scale surface water detection from space
38(1)
3.7.2 Water quality sensing
38(1)
3.7.3 Computer vision for opportunistic rainfall monitoring
38(1)
3.7.4 Hydrologically informed machine learning for rainfall-runoff modelling
39(1)
3.8 Opportunities for Future Developments
39(2)
3.8.1 Machine learning
39(1)
3.8.2 Enabling technologies
39(1)
3.8.3 Freedom to the data!
40(1)
3.8.4 Deep learning
40(1)
3.8.5 Hydroinformatics-informed machine learning?
40(1)
3.9 The Way Forward
41(4)
References
42(3)
Chapter 4 Hydroinformatics impact on hydrological modelling
45(12)
J. C. Refsgaard
M. Erlich
J. Bathurst
4.1 Introduction
45(1)
4.2 Terminology and Model Classifications
46(1)
4.2.1 Classification according to hydrological process description
46(1)
4.2.2 Classification according to technological level
47(1)
4.3 The SHE Venture
47(2)
4.3.1 State of the art in hydrological modelling in the early 1970s
47(1)
4.3.2 Motivation of the SHE development and creation of the SHE partnership
47(1)
4.3.3 The initial SHE development (1976--1986)
48(1)
4.3.4 From research code to practical applications (1986--1990s)
49(1)
4.4 Evaluation of the SHE Achievements
49(3)
4.4.1 SHE: a contentious quantum leap
49(1)
4.4.2 Evaluation of the impact of SHE on hydrological modelling today
50(2)
4.5 Other Hydroinformatics Contributions
52(1)
4.5.1 Encapsulation of knowledge in digital modelling systems
52(1)
4.5.2 Intelligent software systems to support stakeholders in water management
52(1)
4.6 Conclusions
53(4)
Acknowledgements
53(1)
References
53(4)
Chapter 5 Hydroinformatics as a `game changer' in the water business
57(18)
E. Zeman
T. Metelka
P. Ingeduld
S. Shipton
5.1 Introduction
57(2)
5.2 Evolution of Hydroinformatics
59(6)
5.2.1 Building the fundaments: 1960s and 1970s
59(1)
5.2.2 The rise of computational modelling business: 1980s
59(2)
5.2.3 Maturing and expanding: 1990s
61(1)
5.2.4 Water business in the new millennium
62(3)
5.3 Technical and Commercial Aspects of Hydroinformatics
65(3)
5.3.1 Original view on hydroinformatics as part of the knowledge economy
65(1)
5.3.2 State of technology
65(1)
5.3.3 Changes in education of hydroinformatics and their reflections on business
66(1)
5.3.4 Business transformation
66(1)
5.3.5 Software providers and their business models
66(1)
5.3.6 Software users and their needs
67(1)
5.3.7 Data collection, sharing and publishing
68(1)
5.4 Societal and Political Aspects of Hydroinformatics
68(3)
5.4.1 Social justice and hydroinformatics
69(1)
5.4.2 Learning by playing
69(1)
5.4.3 Transparency of modelling and ethical aspects of presentation materials
70(1)
5.5 Business Opportunities as Seen from 21st Century Perspectives
71(1)
5.5.1 Water in cities market
71(1)
5.5.2 Water resources market
71(1)
5.5.3 Marine market
72(1)
5.5.4 Other market segments related to water or the environment
72(1)
5.6 Future Challenges for Hydroinformatics Business
72(3)
5.6.1 Uncertainty and parametrisation of models
72(1)
5.6.2 Climate change and its impacts
72(1)
5.6.3 New business models in simulation modelling
73(1)
5.6.4 Growth in hydroinformatics: consultancy demands
73(1)
5.6.5 Vision for future or business
73(1)
References
74(1)
Chapter 6 Hydroinformatics in China: overall developments and showcase of accomplishments in the Changjiang River basin
75(20)
Y. Huang
H. H. Ba
S. Yu
6.1 Introduction
75(2)
6.2 DTR Decision Support Framework
77(1)
6.3 Data Acquisition and Management
78(1)
6.3.1 Types of data
78(1)
6.3.2 Data acquisition
78(1)
6.3.3 Data monitoring technologies
79(1)
6.4 Models and Their Roles in DSS
79(5)
6.4.1 Physically based water-related models
80(1)
6.4.2 Regulation models
81(2)
6.4.3 Risk assessment models
83(1)
6.4.4 Data-driven approaches: artificial intelligence models
83(1)
6.5 Improved Governance and Public Involvement: the River/Lake Chief System
84(1)
6.6 Applications in the Changjiang River Basin
85(6)
6.6.1 Flood management
85(4)
6.6.2 River/Lake chief system and public participation
89(2)
6.7 Summary
91(4)
References
92(3)
Chapter 7 Hydroinformatics education at IHE Delft: past and future
95(14)
D. P. Solomatine
R. K. Price
A. Jonoski
I. Popescu
B. Bhattacharya
L. Alfonso Segura
G. Corzo Perez
S. J. van Andel
C. Bertini
7.1 Introduction
93(1)
7.2 Motivation and Origins
94(3)
7.3 Developments of IHE's Hydroinformatics Education Over Last 30 Years
97(1)
7.4 Current Status and the Course Content of the Hydroinformatics MSc Specialization
98(2)
7.5 Associated MSc Programmes
100(1)
7.5.1 Erasmus + Flood Risk Management Master's programme
100(1)
7.5.2 International Master's in Hydroinformatics
101(1)
7.6 Hydroinformatics Education Worldwide
101(3)
7.7 Outlook
104(5)
References
105(4)
Articles of Michael B. Abbott
1 On the numerical computation of nearly-horizontal flows
109(24)
2 On the Numerical modelling of short waves in shallow water
133(34)
3 The fourth generation of numerical modelling in hydraulics
167(22)
4 Introducing hydroinformatics
189(20)
5 Forchheimer and Schoklitsch: a postmodern retrospection
209(22)
6 Towards the hydraulics of the hydroinformatics era
231(14)
7 Towards a hydroinformatics praxis in the service of social justice
245