迈向海洋数字孪生平台:地中海西南部马梅诺尔沿海泻湖生态系统建模

Yu Ye, Aurora González-Vidal, Alejandro Cisterna-García, Angel Pérez-Ruzafa, Miguel A. Zamora Izquierdo, Antonio F. Skarmeta
{"title":"迈向海洋数字孪生平台:地中海西南部马梅诺尔沿海泻湖生态系统建模","authors":"Yu Ye, Aurora González-Vidal, Alejandro Cisterna-García, Angel Pérez-Ruzafa, Miguel A. Zamora Izquierdo, Antonio F. Skarmeta","doi":"arxiv-2409.10134","DOIUrl":null,"url":null,"abstract":"Coastal marine ecosystems face mounting pressures from anthropogenic\nactivities and climate change, necessitating advanced monitoring and modeling\napproaches for effective management. This paper pioneers the development of a\nMarine Digital Twin Platform aimed at modeling the Mar Menor Coastal Lagoon\nEcosystem in the Region of Murcia. The platform leverages Artificial\nIntelligence to emulate complex hydrological and ecological models,\nfacilitating the simulation of what-if scenarios to predict ecosystem responses\nto various stressors. We integrate diverse datasets from public sources to\nconstruct a comprehensive digital representation of the lagoon's dynamics. The\nplatform's modular design enables real-time stakeholder engagement and informed\ndecision-making in marine management. Our work contributes to the ongoing\ndiscourse on advancing marine science through innovative digital twin\ntechnologies.","PeriodicalId":501112,"journal":{"name":"arXiv - CS - Computers and Society","volume":"26 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Advancing Towards a Marine Digital Twin Platform: Modeling the Mar Menor Coastal Lagoon Ecosystem in the South Western Mediterranean\",\"authors\":\"Yu Ye, Aurora González-Vidal, Alejandro Cisterna-García, Angel Pérez-Ruzafa, Miguel A. Zamora Izquierdo, Antonio F. Skarmeta\",\"doi\":\"arxiv-2409.10134\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Coastal marine ecosystems face mounting pressures from anthropogenic\\nactivities and climate change, necessitating advanced monitoring and modeling\\napproaches for effective management. This paper pioneers the development of a\\nMarine Digital Twin Platform aimed at modeling the Mar Menor Coastal Lagoon\\nEcosystem in the Region of Murcia. The platform leverages Artificial\\nIntelligence to emulate complex hydrological and ecological models,\\nfacilitating the simulation of what-if scenarios to predict ecosystem responses\\nto various stressors. We integrate diverse datasets from public sources to\\nconstruct a comprehensive digital representation of the lagoon's dynamics. The\\nplatform's modular design enables real-time stakeholder engagement and informed\\ndecision-making in marine management. Our work contributes to the ongoing\\ndiscourse on advancing marine science through innovative digital twin\\ntechnologies.\",\"PeriodicalId\":501112,\"journal\":{\"name\":\"arXiv - CS - Computers and Society\",\"volume\":\"26 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Computers and Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.10134\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Computers and Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.10134","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

沿海海洋生态系统面临着人为活动和气候变化带来的越来越大的压力,需要采用先进的监测和建模方法进行有效管理。本文率先开发了一个海洋数字孪生平台,旨在对穆尔西亚地区的马梅诺尔沿海泻湖生态系统进行建模。该平台利用人工智能模拟复杂的水文和生态模型,便于模拟假设情景,预测生态系统对各种压力因素的反应。我们整合了来自公共资源的各种数据集,以构建泻湖动态的综合数字表征。该平台的模块化设计可实现利益相关者的实时参与和海洋管理的知情决策。我们的工作为当前通过创新数字孪生技术推动海洋科学发展的讨论做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advancing Towards a Marine Digital Twin Platform: Modeling the Mar Menor Coastal Lagoon Ecosystem in the South Western Mediterranean
Coastal marine ecosystems face mounting pressures from anthropogenic activities and climate change, necessitating advanced monitoring and modeling approaches for effective management. This paper pioneers the development of a Marine Digital Twin Platform aimed at modeling the Mar Menor Coastal Lagoon Ecosystem in the Region of Murcia. The platform leverages Artificial Intelligence to emulate complex hydrological and ecological models, facilitating the simulation of what-if scenarios to predict ecosystem responses to various stressors. We integrate diverse datasets from public sources to construct a comprehensive digital representation of the lagoon's dynamics. The platform's modular design enables real-time stakeholder engagement and informed decision-making in marine management. Our work contributes to the ongoing discourse on advancing marine science through innovative digital twin technologies.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信