Digital Twin for management of water resources in the Limpopo River Basin: a concept
A Digital Twin is a virtual representation of an object or system that spans its lifecycle, is updated from real-time data, and uses simulation, machine learning and reasoning to help decision making. The use of Digital Twins to aid decision-makers to make realtime decisions in complex systems is a...
| Main Authors: | , , , , |
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| Format: | Otro |
| Language: | Inglés |
| Published: |
International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation
2024
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/151898 |
| _version_ | 1855523334609960960 |
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| author | Garcia Andarcia, Mariangel Dickens, Chris Silva, Paulo Matheswaran, Karthikeyan Koo, Jawoo |
| author_browse | Dickens, Chris Garcia Andarcia, Mariangel Koo, Jawoo Matheswaran, Karthikeyan Silva, Paulo |
| author_facet | Garcia Andarcia, Mariangel Dickens, Chris Silva, Paulo Matheswaran, Karthikeyan Koo, Jawoo |
| author_sort | Garcia Andarcia, Mariangel |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | A Digital Twin is a virtual representation of an object or system that spans its lifecycle, is updated from real-time data, and uses simulation, machine learning and reasoning to help decision making. The use of Digital Twins to aid decision-makers to make realtime decisions in complex systems is a growing field, with large potential for water system management. The CGIAR Initiative on Digital Innovation is developing a prototype Digital Twin for the Limpopo River Basin in close combination with stakeholders, to enable better management and conservation of this imperilled natural resource upon which millions of people depend. The Digital Twin will provide an attractive and easy-to-use interface for users to intuitively understand large volumes of data and modelling results for timely management decisions, and to simulate the impact of these decisions on the complex river basin ecosystem before they are put into action. This includes an artificial intelligence (AI) tool to interrogate and visualize key actionable data and forecasts. It will be developed in a phased approach according to stakeholder priorities. |
| format | Otro |
| id | CGSpace151898 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation |
| publisherStr | International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation |
| record_format | dspace |
| spelling | CGSpace1518982025-11-07T08:00:36Z Digital Twin for management of water resources in the Limpopo River Basin: a concept Garcia Andarcia, Mariangel Dickens, Chris Silva, Paulo Matheswaran, Karthikeyan Koo, Jawoo water resources water management decision-support systems modelling digital innovation artificial intelligence river basins ecosystem services A Digital Twin is a virtual representation of an object or system that spans its lifecycle, is updated from real-time data, and uses simulation, machine learning and reasoning to help decision making. The use of Digital Twins to aid decision-makers to make realtime decisions in complex systems is a growing field, with large potential for water system management. The CGIAR Initiative on Digital Innovation is developing a prototype Digital Twin for the Limpopo River Basin in close combination with stakeholders, to enable better management and conservation of this imperilled natural resource upon which millions of people depend. The Digital Twin will provide an attractive and easy-to-use interface for users to intuitively understand large volumes of data and modelling results for timely management decisions, and to simulate the impact of these decisions on the complex river basin ecosystem before they are put into action. This includes an artificial intelligence (AI) tool to interrogate and visualize key actionable data and forecasts. It will be developed in a phased approach according to stakeholder priorities. 2024-08-28 2024-08-29T09:31:26Z 2024-08-29T09:31:26Z Other https://hdl.handle.net/10568/151898 en Open Access application/pdf International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation Garcia Andarcia, Mariangel; Dickens, Chris; Silva, Paulo; Matheswaran, Karthikeyan; Koo, Jawoo. 2024. Digital Twin for management of water resources in the Limpopo River Basin: a concept. Colombo, Sri Lanka: International Water Management Institute (IWMI). CGIAR Initiative on Digital Innovation. 4p. |
| spellingShingle | water resources water management decision-support systems modelling digital innovation artificial intelligence river basins ecosystem services Garcia Andarcia, Mariangel Dickens, Chris Silva, Paulo Matheswaran, Karthikeyan Koo, Jawoo Digital Twin for management of water resources in the Limpopo River Basin: a concept |
| title | Digital Twin for management of water resources in the Limpopo River Basin: a concept |
| title_full | Digital Twin for management of water resources in the Limpopo River Basin: a concept |
| title_fullStr | Digital Twin for management of water resources in the Limpopo River Basin: a concept |
| title_full_unstemmed | Digital Twin for management of water resources in the Limpopo River Basin: a concept |
| title_short | Digital Twin for management of water resources in the Limpopo River Basin: a concept |
| title_sort | digital twin for management of water resources in the limpopo river basin a concept |
| topic | water resources water management decision-support systems modelling digital innovation artificial intelligence river basins ecosystem services |
| url | https://hdl.handle.net/10568/151898 |
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