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Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy)
The Island of Ischia, one of the Italian active volcanoes, is a famous tourist resort for spa treatments. Spas are supplied by withdrawals from groundwaters which are characterized by a wide range of chemical compositions, salinity and temperature. In natural conditions, the hydrogeological system i...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Netherlands
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9177475/ https://www.ncbi.nlm.nih.gov/pubmed/33844102 http://dx.doi.org/10.1007/s10653-021-00871-9 |
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author | Kicsiny, Richárd Piscopo, Vincenzo Scarelli, Antonino Varga, Zoltán |
author_facet | Kicsiny, Richárd Piscopo, Vincenzo Scarelli, Antonino Varga, Zoltán |
author_sort | Kicsiny, Richárd |
collection | PubMed |
description | The Island of Ischia, one of the Italian active volcanoes, is a famous tourist resort for spa treatments. Spas are supplied by withdrawals from groundwaters which are characterized by a wide range of chemical compositions, salinity and temperature. In natural conditions, the hydrogeological system is recharged by rainfall and by deep fluids; the discharge is towards the sea and the springs. During the peak of the tourist season, when approximately 240 wells are operating simultaneously, a significant additional recharge of the aquifers derives from seawater and from upwelling increase in deep fluids. Although this does not compromise the availability of groundwater, the pumping often determines variation in composition and temperature of groundwater over time. Conversely, the maintenance of a stable quality of thermal waters represents one of the requirements for their therapeutic use in the spas. The study aims to establish game-theoretical modeling of the optimal sustainable exploitation of the groundwater resources of the island by competing users (spas) falling in the same flow tube of the aquifer. In the game the spas are the players, the strategy of a player consists of a fixed pumping rate and daily time durations of pumping, and the player’s utility or payoff is proportional to the total quantity of withdrawn thermal water in a given time period. A special constrained Pareto optimal strategy choice is obtained, considered as a cooperative solution of the game. Pareto optimality means that there is no other strategy choice that makes one player better off without making some other player worse off. |
format | Online Article Text |
id | pubmed-9177475 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-91774752022-06-10 Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) Kicsiny, Richárd Piscopo, Vincenzo Scarelli, Antonino Varga, Zoltán Environ Geochem Health Original Paper The Island of Ischia, one of the Italian active volcanoes, is a famous tourist resort for spa treatments. Spas are supplied by withdrawals from groundwaters which are characterized by a wide range of chemical compositions, salinity and temperature. In natural conditions, the hydrogeological system is recharged by rainfall and by deep fluids; the discharge is towards the sea and the springs. During the peak of the tourist season, when approximately 240 wells are operating simultaneously, a significant additional recharge of the aquifers derives from seawater and from upwelling increase in deep fluids. Although this does not compromise the availability of groundwater, the pumping often determines variation in composition and temperature of groundwater over time. Conversely, the maintenance of a stable quality of thermal waters represents one of the requirements for their therapeutic use in the spas. The study aims to establish game-theoretical modeling of the optimal sustainable exploitation of the groundwater resources of the island by competing users (spas) falling in the same flow tube of the aquifer. In the game the spas are the players, the strategy of a player consists of a fixed pumping rate and daily time durations of pumping, and the player’s utility or payoff is proportional to the total quantity of withdrawn thermal water in a given time period. A special constrained Pareto optimal strategy choice is obtained, considered as a cooperative solution of the game. Pareto optimality means that there is no other strategy choice that makes one player better off without making some other player worse off. Springer Netherlands 2021-04-12 2022 /pmc/articles/PMC9177475/ /pubmed/33844102 http://dx.doi.org/10.1007/s10653-021-00871-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Paper Kicsiny, Richárd Piscopo, Vincenzo Scarelli, Antonino Varga, Zoltán Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) |
title | Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) |
title_full | Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) |
title_fullStr | Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) |
title_full_unstemmed | Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) |
title_short | Game-theoretical model for the sustainable use of thermal water resources: the case of Ischia volcanic Island (Italy) |
title_sort | game-theoretical model for the sustainable use of thermal water resources: the case of ischia volcanic island (italy) |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9177475/ https://www.ncbi.nlm.nih.gov/pubmed/33844102 http://dx.doi.org/10.1007/s10653-021-00871-9 |
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