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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ftmdpi:oai:mdpi.com:/2073-4441/14/1/20/ 2023-08-20T04:08:04+02:00 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 |
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Open Polar |
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MDPI Open Access Publishing |
op_collection_id |
ftmdpi |
language |
English |
topic |
offshore oil spill oil spill management decision support system simulation-optimization coupling |
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 |
topic_facet |
offshore oil spill oil spill management decision support system simulation-optimization coupling |
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. |
format |
Text |
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 |
title |
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_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_sort |
dss-osm: an integrated decision support system for offshore oil spill management |
publisher |
Multidisciplinary Digital Publishing Institute |
publishDate |
2021 |
url |
https://doi.org/10.3390/w14010020 |
op_coverage |
agris |
geographic |
Canada |
geographic_facet |
Canada |
genre |
Newfoundland |
genre_facet |
Newfoundland |
op_source |
Water; Volume 14; Issue 1; Pages: 20 |
op_relation |
New Sensors, New Technologies and Machine Learning in Water Sciences https://dx.doi.org/10.3390/w14010020 |
op_rights |
https://creativecommons.org/licenses/by/4.0/ |
op_doi |
https://doi.org/10.3390/w14010020 |
container_title |
Water |
container_volume |
14 |
container_issue |
1 |
container_start_page |
20 |
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1774720143270608896 |