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Bilge dump automatic alert system in southern Africa oceans

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dc.contributor.author Mdakane, Lizwe W
dc.contributor.author Meyer, Rory GV
dc.contributor.author Sibolla, Bolelang H
dc.date.accessioned 2021-01-17T15:52:39Z
dc.date.available 2021-01-17T15:52:39Z
dc.date.issued 2020-08
dc.identifier.citation Mdakane, L.W., Meyer, R.G.V. & Sibolla, B.H. 2020. Bilge dump automatic alert system in southern Africa oceans. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLIII-B1-2020, 2020 XXIV ISPRS Congress, (2020 edition), Virtual Conference, 31 August - 2 September 2020 en_US
dc.identifier.uri https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B1-2020/627/2020/
dc.identifier.uri doi.org/10.5194/isprs-archives-XLIII-B1-2020-627-2020
dc.identifier.uri https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B1-2020/index.html
dc.identifier.uri http://hdl.handle.net/10204/11717
dc.description Copyright 2020 The Authors. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. en_US
dc.description.abstract Oil spill over the sea surface formed because of oil-tanker accidents or illegal bilge dumping of tankers can cause significant environmental damage depending on the location and amount. The international legislation contains minor and well-defined exceptions related to ocean areas (internal waters, marine protected areas, MARPOL “special” areas, territorial seas or exclusive economic zones). These areas often determine whether or not an action is considered legal/illegal and define the rights and obligations, including law enforcement obligations. Deliberated oil spill are often caused by vessels illegally discharging oily waste during cleaning operations. To minimise the ecological impact caused by the oil spill, a rapid response from the authorities is required. To facilitate the quick response, we propose an automated bilge dump alert system based on space-borne SAR analysis over Southern Africa oceans. The proposed alert system detects potential bilge dumps and classifies them according to confidence and alert levels. The confidence levels described the quality of the detected bilge dump, based on the probability measures of the observed bilge candidates. The alert levels described the enormity of the alert based on the detection location and confidence level. The system showed promising results in classifying bilge dumps according to the alert level. en_US
dc.language.iso en en_US
dc.relation.ispartofseries Workflow;23877
dc.subject Bilge waste dumping en_US
dc.subject Oil spills en_US
dc.subject Oceans en_US
dc.subject Image classification en_US
dc.subject Synthetic aperture radar en_US
dc.title Bilge dump automatic alert system in southern Africa oceans en_US
dc.type Conference Presentation en_US
dc.identifier.apacitation Mdakane, L. W., Meyer, R. G., & Sibolla, B. H. (2020). Bilge dump automatic alert system in southern Africa oceans. http://hdl.handle.net/10204/11717 en_ZA
dc.identifier.chicagocitation Mdakane, Lizwe W, Rory GV Meyer, and Bolelang H Sibolla. "Bilge dump automatic alert system in southern Africa oceans." (2020): http://hdl.handle.net/10204/11717 en_ZA
dc.identifier.vancouvercitation Mdakane LW, Meyer RG, Sibolla BH, Bilge dump automatic alert system in southern Africa oceans; 2020. http://hdl.handle.net/10204/11717 . en_ZA
dc.identifier.ris TY - Conference Presentation AU - Mdakane, Lizwe W AU - Meyer, Rory GV AU - Sibolla, Bolelang H AB - Oil spill over the sea surface formed because of oil-tanker accidents or illegal bilge dumping of tankers can cause significant environmental damage depending on the location and amount. The international legislation contains minor and well-defined exceptions related to ocean areas (internal waters, marine protected areas, MARPOL “special” areas, territorial seas or exclusive economic zones). These areas often determine whether or not an action is considered legal/illegal and define the rights and obligations, including law enforcement obligations. Deliberated oil spill are often caused by vessels illegally discharging oily waste during cleaning operations. To minimise the ecological impact caused by the oil spill, a rapid response from the authorities is required. To facilitate the quick response, we propose an automated bilge dump alert system based on space-borne SAR analysis over Southern Africa oceans. The proposed alert system detects potential bilge dumps and classifies them according to confidence and alert levels. The confidence levels described the quality of the detected bilge dump, based on the probability measures of the observed bilge candidates. The alert levels described the enormity of the alert based on the detection location and confidence level. The system showed promising results in classifying bilge dumps according to the alert level. DA - 2020-08 DB - ResearchSpace DP - CSIR KW - Bilge waste dumping KW - Oil spills KW - Oceans KW - Image classification KW - Synthetic aperture radar LK - https://researchspace.csir.co.za PY - 2020 T1 - Bilge dump automatic alert system in southern Africa oceans TI - Bilge dump automatic alert system in southern Africa oceans UR - http://hdl.handle.net/10204/11717 ER - en_ZA


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