DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management

The marine ecosystem, human health and social economy are always severely impacted once an offshore oil spill event has occurred. Thus, the management of oil spills is of importance but is difficult due to constraints from a number of dynamic and interactive processes under uncertain conditions. An...

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Published in:Water
Main Authors: Pu Li, Bing Chen, Shichun Zou, Zhenhua Lu, Zekun Zhang
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
Subjects:
Online Access:https://doi.org/10.3390/w14010020
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author Pu Li
Bing Chen
Shichun Zou
Zhenhua Lu
Zekun Zhang
author_facet Pu Li
Bing Chen
Shichun Zou
Zhenhua Lu
Zekun Zhang
author_sort Pu Li
collection MDPI Open Access Publishing
container_issue 1
container_start_page 20
container_title Water
container_volume 14
description The marine ecosystem, human health and social economy are always severely impacted once an offshore oil spill event has occurred. Thus, the management of oil spills is of importance but is difficult due to constraints from a number of dynamic and interactive processes under uncertain conditions. An integrated decision support system is significantly helpful for offshore oil spill management, but it is yet to be developed. Therefore, this study aims at developing an integrated decision support system for supporting offshore oil spill management (DSS-OSM). The DSS-OSM was developed with the integration of a Monte Carlo simulation, artificial neural network and simulation-optimization coupling approach to provide timely and effective decision support to offshore oil spill vulnerability analysis, response technology screening and response devices/equipment allocation. In addition, the uncertainties and their interactions were also analyzed throughout the modeling of the DSS-OSM. Finally, an offshore oil spill management case study was conducted on the south coast of Newfoundland, Canada, demonstrating the feasibility of the developed DSS-OSM.
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spelling ftmdpi:oai:mdpi.com:/2073-4441/14/1/20/ 2025-01-16T23:24:37+00:00 DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management Pu Li Bing Chen Shichun Zou Zhenhua Lu Zekun Zhang agris 2021-12-22 application/pdf https://doi.org/10.3390/w14010020 EN eng Multidisciplinary Digital Publishing Institute New Sensors, New Technologies and Machine Learning in Water Sciences https://dx.doi.org/10.3390/w14010020 https://creativecommons.org/licenses/by/4.0/ Water; Volume 14; Issue 1; Pages: 20 offshore oil spill oil spill management decision support system simulation-optimization coupling Text 2021 ftmdpi https://doi.org/10.3390/w14010020 2023-08-01T03:37:59Z The marine ecosystem, human health and social economy are always severely impacted once an offshore oil spill event has occurred. Thus, the management of oil spills is of importance but is difficult due to constraints from a number of dynamic and interactive processes under uncertain conditions. An integrated decision support system is significantly helpful for offshore oil spill management, but it is yet to be developed. Therefore, this study aims at developing an integrated decision support system for supporting offshore oil spill management (DSS-OSM). The DSS-OSM was developed with the integration of a Monte Carlo simulation, artificial neural network and simulation-optimization coupling approach to provide timely and effective decision support to offshore oil spill vulnerability analysis, response technology screening and response devices/equipment allocation. In addition, the uncertainties and their interactions were also analyzed throughout the modeling of the DSS-OSM. Finally, an offshore oil spill management case study was conducted on the south coast of Newfoundland, Canada, demonstrating the feasibility of the developed DSS-OSM. Text Newfoundland MDPI Open Access Publishing Canada Water 14 1 20
spellingShingle offshore oil spill
oil spill management
decision support system
simulation-optimization coupling
Pu Li
Bing Chen
Shichun Zou
Zhenhua Lu
Zekun Zhang
DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management
title DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management
title_full DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management
title_fullStr DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management
title_full_unstemmed DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management
title_short DSS-OSM: An Integrated Decision Support System for Offshore Oil Spill Management
title_sort dss-osm: an integrated decision support system for offshore oil spill management
topic offshore oil spill
oil spill management
decision support system
simulation-optimization coupling
topic_facet offshore oil spill
oil spill management
decision support system
simulation-optimization coupling
url https://doi.org/10.3390/w14010020