Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean

Remotely sensed data and habitat model approach were employed to evaluate the present of oceanographic aspect in the Bigeye tuna's potential fishing zone (PFZ) at a profundity of 155 m. Vessel monitoring system was employed to acquire the angling vessels for Bigeye tuna from January through Dec...

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Main Authors: Achmad Fachruddin-Syah, Jonson Lumban Gaol, Mukti Zainuddin, Nadela Rista Apriliya, Dessy Berlianty, Dendy Mahabror
Format: Article
Language:English
Published: Universitas Gadjah Mada 2020-04-01
Series:Indonesian Journal of Geography
Subjects:
Online Access:https://jurnal.ugm.ac.id/ijg/article/view/43708
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spelling doaj-edb33fbd1659420b8271a7919c86c0fd2020-11-25T03:55:59ZengUniversitas Gadjah MadaIndonesian Journal of Geography0024-95212354-91142020-04-01521293510.22146/ijg.4370826736Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian OceanAchmad Fachruddin-Syah0Jonson Lumban Gaol1Mukti Zainuddin2Nadela Rista Apriliya3Dessy Berlianty4Dendy Mahabror5University of Trunojoyo Madura, Bangkalan, Madura, IndonesiaIPB University, Bogor, Jawa Barat, Indonesia.University of Hasanuddin, Makassar, IndonesiaUniversity of Trunojoyo Madura, Bangkalan, Madura, IndonesiaInstitute for Marine Research and Observation, Jembrana, Bali, IndonesiaInstitute for Marine Research and Observation, Jembrana, Bali, IndonesiaRemotely sensed data and habitat model approach were employed to evaluate the present of oceanographic aspect in the Bigeye tuna's potential fishing zone (PFZ) at a profundity of 155 m. Vessel monitoring system was employed to acquire the angling vessels for Bigeye tuna from January through December, 2015-2016. Daily data of sub-surface temperature (Sub_ST), sub-surface chlorophyll-a (Sub_SC), and sub-surface salinity (Sub_SS) were downloaded from INDESO Project website. Vessel monitoring system and environmental data were employed for maximum entropy (maxent) model development. The model predictive achievement was then estimated applying the area under the curve (AUC) value. Maxent model results (AUC>0.745) exhibited its probable to understand the Bigeye tuna's spatial dispersion on the specific sub-surface. In addition, the results also showed Sub_ST (43,1%) was the most affective aspect in the Bigeye tuna dispersion, pursued by Sub_SC (35,2%) and Sub_SS (21,6%).https://jurnal.ugm.ac.id/ijg/article/view/43708bigeye tunaprofundity of 155 meastern indian oceanmaximum entropy modelpotential fishing zone
collection DOAJ
language English
format Article
sources DOAJ
author Achmad Fachruddin-Syah
Jonson Lumban Gaol
Mukti Zainuddin
Nadela Rista Apriliya
Dessy Berlianty
Dendy Mahabror
spellingShingle Achmad Fachruddin-Syah
Jonson Lumban Gaol
Mukti Zainuddin
Nadela Rista Apriliya
Dessy Berlianty
Dendy Mahabror
Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean
Indonesian Journal of Geography
bigeye tuna
profundity of 155 m
eastern indian ocean
maximum entropy model
potential fishing zone
author_facet Achmad Fachruddin-Syah
Jonson Lumban Gaol
Mukti Zainuddin
Nadela Rista Apriliya
Dessy Berlianty
Dendy Mahabror
author_sort Achmad Fachruddin-Syah
title Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean
title_short Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean
title_full Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean
title_fullStr Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean
title_full_unstemmed Detection of Potential Fishing Zones of Bigeye Tuna (Thunnus Obesus) at Profundity of 155 m in the Eastern Indian Ocean
title_sort detection of potential fishing zones of bigeye tuna (thunnus obesus) at profundity of 155 m in the eastern indian ocean
publisher Universitas Gadjah Mada
series Indonesian Journal of Geography
issn 0024-9521
2354-9114
publishDate 2020-04-01
description Remotely sensed data and habitat model approach were employed to evaluate the present of oceanographic aspect in the Bigeye tuna's potential fishing zone (PFZ) at a profundity of 155 m. Vessel monitoring system was employed to acquire the angling vessels for Bigeye tuna from January through December, 2015-2016. Daily data of sub-surface temperature (Sub_ST), sub-surface chlorophyll-a (Sub_SC), and sub-surface salinity (Sub_SS) were downloaded from INDESO Project website. Vessel monitoring system and environmental data were employed for maximum entropy (maxent) model development. The model predictive achievement was then estimated applying the area under the curve (AUC) value. Maxent model results (AUC>0.745) exhibited its probable to understand the Bigeye tuna's spatial dispersion on the specific sub-surface. In addition, the results also showed Sub_ST (43,1%) was the most affective aspect in the Bigeye tuna dispersion, pursued by Sub_SC (35,2%) and Sub_SS (21,6%).
topic bigeye tuna
profundity of 155 m
eastern indian ocean
maximum entropy model
potential fishing zone
url https://jurnal.ugm.ac.id/ijg/article/view/43708
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