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Prediction of Potential Fishing Zones for Skipjack Tuna During the Northwest Monsoon Using Remotely Sensed Satellite Data Mukti Zainuddin; Safruddin Safruddin; Muhammad Banda Selamat; Aisjah Farhum; Sarip Hidayat
ILMU KELAUTAN: Indonesian Journal of Marine Sciences Vol 22, No 2 (2017): Ilmu Kelautan
Publisher : Marine Science Department Diponegoro University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (681.663 KB) | DOI: 10.14710/ik.ijms.22.2.59-66

Abstract

One of economically important fish in the Bay of Bone is Skipjack tuna which their distribution and migration are influenced by surrounding environment.  This study aims to investigate the relationship between skipjack tuna and their environments, and to predict potential fishing zones (PFZs) for the fish in the Bone Bay-Flores Sea using satellite-based oceanography and catch data. Generalized additive models (GAMs) were used to assess the relationship. A generalized linear model(GLM) constructed from GAMs was used for prediction. Monthly mean sea surface temperature (SST) and chlorophyll-a during the northwest monsoon (December-January) together with catch data were used for the year 2012-2013. We used the GAMs to assess the effect of the environment variables on skipjack tuna CPUE (catch per unit effort). The best GLM was selected to predict skipjack tuna abundance.  Results indicated that the highest CPUEs (fish/trip) occurred in areas where SST and chlorophyll-a ranged from 29.5°-31.5°C and 0.15 - 0.25 mg m-3, respectively. The PFZs for skipjack were closely related to the spatial distribution of the optimum oceanographic conditions and these mainly developed in three locations, northern area of Bone Bay in December, in the middle area of the bay (4°-5.5°S and 120.5°-121.5°E) during January and moved to the Flores Sea in February. The movement of skipjack concentration was consistent with the fishery data.  This suggests that the dynamics of the optimum oceanographic signatures provided a good indicator for predicting feeding grounds as hotspot areas for skipjack tuna in Bone Bay-Flores Sea during northwest monsoon. Keywords:  skipjack tuna, potential fishing zones, satellite based-oceanographic data, Northwest monsoon
Analisis Spasial dan Temporal Hasil Tangkapan Ikan Cakalang (katsuwonus pelamis) dan Thermal Front pada Musim Peralihan di Perairan Teluk Bone Angraeni Angraeni; Nur Indah Rezkyanti; Safruddin Safruddin; Mukti Zainuddin
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 1 No. 1 (2014)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (856.937 KB) | DOI: 10.20956/jipsp.v1i1.57

Abstract

The main problem facing by fishermen for capturing skipjack tuna is limited information of potential skipjack fishing areas such as the frontal locations. The purpose of this study was to analyze the spatial and temporal skipjack tuna distributions and thermal fronts, and to determine the effect of climate change on their distribution and abundance during transitional seasons. We used a survey method, in which catch and fishing position data were collected by following pole and line fishing operations. This study also collected secondary data that consisted of sea surface temperatures (SSTs) and chlorophyll-a derived from Aqua / MODIS. Fronts were determined by calculating SST gradient, SSTs preferences, chlorophyll-a, bathymetry and distance from coastline, whereas SST anomaly was calculated from the difference between monthly SST and mean SST. We mapped satellite and field data using ArcGIS 10.0. The results showed that the highest catch of skipjack tuna with an average of 205 fish/set were found inOctober 2013, which occurred in the areas of 4 o40'S-5o10'S and 120o40'E-121oE. The locations had a temperature gradient of 0.4oC and chlorophyll-a density from 0,15 to 0,23 mg m-3. Potential fishing areas may associate with negative SST anomalies of -2.1373 - -0.6469oC, reflecting that skipjack tuna tend to be at thermal fronts with relatively lower SST compared with an average of seven years.  
Karakteristik Daerah Penangkapan Ikan Cakalang Pada Musim Barat di Perairan Teluk Bone Adi Jufri; M Anshar Amran; Mukti Zainuddin
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 1 No. 1 (2014)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (465.815 KB) | DOI: 10.20956/jipsp.v1i1.63

Abstract

The purpose of this study was to characterize potential fishing ground for the skipjack tuna using the oceanographic conditions of sea surface temperature and chlorophyll-a concentrations and catch data, and to describe the level of primary productivity around the skipjack fishing grounds in the Bone Bay. This study used a survey method by collecting primary tuna catch and MODIS satellite image data. The data were analyzed using Empirical Cumulative Distribution Function (ECDF). The model outputs were visualized using ArcGIS spatial analyst.  The results showed that the potential skipjack tuna fishing grounds during the west monsoon ( December -February ) were well characterized  by  the environmental conditions of SST and chlorophyll- a concentration ranged from 29.9 to 31.0 °C and from 0.12 to 0.22 mg m3, respectively. The highest catches for skipjack were found in February in the specific areas of 120°E121°E and 3°S-4°S where the levels of primary production ranged from 5.30 to 11.62 g C/m/ month during the west monsoon. 
Dinamika Perubahan Suhu dan Klorofi-a Terhadap Distribusi Ikan Teri (Stelophorus sp) di Perairan Pantai Spermonde, Pangkep Safruddin Safruddin; Mukti Zainuddin; Joeharnani Tresnati
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 1 No. 1 (2014)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (751.847 KB) | DOI: 10.20956/jipsp.v1i1.64

Abstract

The distribution of anchovies (Stelophorus spp) in the Spermonde coastal waters, Pangkep, was studied from satellite remotely sensed environment and catch data, using Geographic Information Systems (GIS) and Generalized Additive Model (GAM). The goal of this preliminary study was to investigate the relationship between sea surface temperature (SST) and sea surface chlorophyll-a concentration (SSC), and anchovies distribution. To describe their relationship, SST and SSC derived from Aqua/MODIS satellite were overlain with the positions of experimental fishing by local fishermen’s lift net (“Bagan perahu”). The experimental lift net operations were conducted in April to May 2008. The findings of this study showed that most of the anchovies distribution occurred in the coastal area. Anchovies distribution tended to be highest in the specific temperature of 28.8 - 29.3C and chlorophyll-a of 1.5 ‒2.5 mg.m . Furthermore, the SST and SSC in the coastal waters of Spermonde play a great role in determining the variability of the anchovies quantitative distribution in the study area. The results were supported by GAM prediction.  Due to lack of robust data, there is no detailed information on the optimum habitat preference of anchovies. Future work is needed to reveal the preferred habitat of anchovies with the consideration of more oceanographic parameters.
Keragaan Biologi Populasi Ikan Cakalang (katsuwonus pelamis) yang Tertangkap dengan Purse Seine pada Musim Timur di Perairan Laut Flores Achmar Mallawa; Faisal Amir; Mukti Zainuddin
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 1 No. 2 (2014)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (491.016 KB) | DOI: 10.20956/jipsp.v1i2.68

Abstract

Biological performance of skipjack tuna has been done in the Flores Sea during the  southeast monsoon (June - August, 2013).  The objective of the research was to analyze biological performance of skipjack tuna captured by purse seine: including size composition,age classes, growth rate, food habit, gonad maturity and suitable length for capture.  The data for length structure and age class, the growth rate,  food habit, gonad maturity,  and volumetric fecundity estimation were analyzed using Bhattacharya, Von Bertalanffy, propendance index, histological and volumentric methods, respectively. The results showed that (1) the size structure and age class were different according to the fishing ground location and the fishing season, (2) the average size of fishes captured in the western part of Flores Sea was greater than the eastern one, (3) the average length of fishes catched by purse seine without fish aggregation device (FAD, rumpon) was longer than  that of with FAD, (4) the growth rate of skipjack tuna was slow where the growth coefficient was less than 0,5 per year, and the asymptotic length was 106,0 cm FL, (5) the skipjack tuna achieved the mature stage at 45 cm and  at 50 cm length for female and male, respectively, and ready to spawn at 55 cm and 60 cm for male and female , respectively, (6) it was more than 80 % of fishes captured by fishermen in the Flores Sea which were not yet suitable size for fishing.
Prediksi Daerah Potensial Penangkapan Ikan Pelagis Besar di Daerah Kabupaten Mamuju Safruddin Safruddin; Mukti Zainuddin; Chair Rani
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 1 No. 2 (2014)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (700.287 KB) | DOI: 10.20956/jipsp.v1i2.72

Abstract

Large pelagic species such as tuna are known to be abundant in Mamuju Waters,  Makassar Strait.  The distribution and abundance of the fish in that area are expected to be  related to the distributions of sea surface temperature and chlorophyll-a concentration. This study aims to predict spatial and temporal distribution of the species during the period of June 2013-May 2014.  Probability indices used for detection of tuna potential fishing zones (PFZs) were constructed from a model of satellite-based SST and chlorophyll data in relation to tuna fishery. Results showed that the occurrence of tuna species in Mamuju Water were mostly predicted in areas of 118°12’-118°48’ E 1°48’ – 2°30’S with the total area of approximately 7,495 km2.   The potential fishing zones were mainly found in August.  It was likely that tuna potential fishing zones associated with the preferred oceanographic factors throughout the study area.
Karakteristik Daerah Potensial Penangkapan Ikan Cakalang di Teluk Bone-Laut Flores Berdasarkan Data Satelit Suhu Permukaan Laut dan Klorofil-A pada Periode Januari-Juni 2014 Mukti Zainuddin; Safruddin Safruddin; St. Aisjah Farhum; Alfa Nelwan; M. Banda Selamat; Sarip Hidayat; Sudirman Sudirman
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 2 No. 3 (2015)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1301.224 KB) | DOI: 10.20956/jipsp.v2i3.76

Abstract

ABSTRAKTeluk Bone-Laut Flores merupakan salah satu daerah potensial penangkapan ikan cakalang terbaik di Indonesia timur.  Perairan tersebut menjadi target utama operasi penangkapan bagi nelayan pole and line. Tujuan penelitian ini adalah untuk mendeskripsikan karakteristik daerah potensial penangkapan ikan tersebut menggunakan data suhu permukaan laut (SPL) dan klorofil-a pada periode Januari-Juni 2014.  Penelitian ini menggunakan metode survei dengan mengumpulkan data hasil tangkapan dan posisi penangkapan setiap kali melakukan kegiatan penangkapan.  Data SPL dan klorofil-a dari citra satelit Terra/MODIS kemudian diekstrak dari lokasi penangkapan ikan cakalang untuk mempelajari kondisi oseanografi yang sesuai dengan keberadaan ikan tersebut.  Hasil penelitian menunjukkan bahwa hasil tangkapan ikan cakalang tertinggi didapatkan pada bulan Mei yaitu sekitar 138 ekor/setting.  Hasil tangkapan tersebut bersesuaian dengan kondisi SPL berkisar antara 29,75°C dan 30,25°C dan konsentrasi klorofil-aantara 0,125 dan 0,213 mg m-3.  Kenyataan ini menunjukkan bahwa kedua faktor oseanografis tersebut menjadi indikator penting untuk memahami dinamika spasial pergerakan dan konsentrasi ikan cakalang di Teluk Bone terutama pada periode Januari-Juni.
Sebaran Suhu Permukaan Laut dan Klorofil-A Pengaruhnya Terhadap Hasil Tangkapan Yellowfin Tuna (Thunnus albacares) di Perairan Laut Halmahera Bagian Selatan Umar Tangke; John Ch Karuwal; Mukti Zainuddin; Achmar Mallawa
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 2 No. 3 (2015)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (949.372 KB) | DOI: 10.20956/jipsp.v2i3.78

Abstract

Penelitian ini dilaksanakan pada bulan Februari - April 2015 dengan tujuan untuk melihat sebaran  temporal  dan  spasial  suhu  permukaan laut di perairan selatan Laut Halmahera dan pengaruhnya terhadap hasil  tangkapan ikan yellowfin tuna, dengan menggunakan data lapangan dan data citra yang dianalisis dengan analisis deskriptif, statistik dan analisis sistim informasi geografis (SIG) sehingga hasil penelitian yang didapat adalah sebaran suhu permukaan laut (SPL) dan klorofil-a serta hubungannya terhadap hasil tangkapan yellowfin tuna.  Citra satelit bulan Februari-April 2015 menunjukan bahwa sebaran suhu permukaan laut (SPL) di perairan Laut Halmahera pada bulan februari dan maret hampir sama yakni pada kisaran 29,0-31,5oC, sedangkan suhu permukaan laut bulan april lebih tinggi dari kedua bulan sebelumnya. Untuk klorofil-a juga mengalami fluktuasi dengan nilai sebaran klorofil-a tertinggi terdapat pada bulan Maret 2015.  Hasil analisis statistik menunjukan bahwa baik secara bersama-sama maupun secara individu kedua parameter oseanografi (SPL dan klorofil-a) berpengaruh nyata terhadap hasil tangkapan yellowfin tuna di Laut Halmahera bagian selatan.
DESAIN SISTEM INFORMASI PERIKANAN POLE AND LINE BERBASIS ONLINE DI PERAIRAN TELUK BONE Rachmat Hidayat; Mukti Zainuddin; Muh. Banda Selamat
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 3 No. 6 (2016)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (935.682 KB) | DOI: 10.20956/jipsp.v3i6.3058

Abstract

Tujuan penelitian adalah mendesain sistem informasi perikanan pole and line berbasis online di perairan Teluk Bone sesuai dengan kebutuhan stakeholders. Penelitian ini dilaksanakan pada bulan Juni hingga September 2015 di wilayah Teluk Bone dengan fishing base di Tempat Pendaratan Ikan (TPI) Murante, Kecamatan Suli, Kabupaten Luwu. Metode yang digunakan adalah metode survey yaitu ikut serta dalam kegiatan penangkapan untuk memperoleh data primer. Sedangkan data sekunder didapatkan dari wawancara dan studi pustaka. Pengolahan data dilakukan menggunakan ArcGIS untuk pembuatan peta dan menggunakan MySQL sebagai tempat penyimpanan database. Bahasa pemerograman yang digunakan yaitu PHP. Tampilan dari website menggunakan CSS3 dan Jquery. Tool dan editor yang digunakan XAMPP for windows dan Dreamweaver. Proses publikasi sistem menggunakan jasa hosting dari Idhostinger dan bantuan dari software FileZilla untuk mentransfer data sistem offline menjadi online. Data dianalisis menggunakan metode pengembangan sistem yang terdiri dari enam tahapan yaitu perencanaan sistem informasi, analisis sistem informasi, perancangan sistem informasi, implementasi sistem informasi, validasi sistem informasi, publikasi. Hasil penelitian menunjukkan bahwa fitur menu yang disajikan sesuai dengan kebutuhan penguna seperti informasi tentang produksi, lingkungan, daerah penangkapan, musim, pola pergerakan dan unit tangkapan. Sistem informasi perikanan pole and line dapat membantu stakeholder untuk mengakses informasi dengan mudah dan relevan dalam kebutuhan perikanan pole and line
APLIKASI HYPERTEXT MARKUP LANGUAGE UNTUK MENDESAIN SISTEM INFORMASI PERIKANAN TERI (Stolephorus spp) DI TELUK BONE Sulyana Erma Desianty; Safruddin Safruddin; Mukti Zainuddin
Jurnal IPTEKS Pemanfaatan Sumberdaya Perikanan Vol. 3 No. 6 (2016)
Publisher : Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (939.613 KB) | DOI: 10.20956/jipsp.v3i6.3059

Abstract

Tujuan penelitian ini adalah untuk mendisain sistem informasi perikanan teri (Stolephorus spp.) di perairan Teluk Bone dengan menggunakan Hypertext Markup Language (HTML) based, dengan memasukkan berbagai jenis informasi yang dibutuhkan oleh stakeholders. Penelitian ini dilaksanakan pada bulan Juni sampai Oktober 2016 dengan fishing base di Tempat Pendaratan Ikan Ponrang Kabupaten Luwu. Data dianalisis untuk mengembangkan  sistem informasi  yang terdiri dari lima (5) tahapan yaitu: perencanaan, analisis kebutuhan, design, implementasi dan evaluasi sistem informasi. Sistem informasi yang dibuat dinamakan sistem informasi perikanan Teri di perairan Teluk Bone dan dapat diakses secara onlinedilaman website http://sipteritelukbone.pe.hu. Sistem informasi perikanan Teri di perairan Teluk Bone dapat menyediakan informasi dengan cepat, mudah, sesuai dengan kebutuhan stakeholders yang terdiri dari berbagai informasi tentang teri, kondisi lingkungan, alat tangkap, daerah penangkapan ikan, musim penangkapan, produksi.
Co-Authors . Safruddin . Sudirman 1 Achmar Mallawa, 1 1 Safruddin, 1 2 Faisal Amir, 2 3 Chair Rani, 3 Achmar Mallawa Achmar Mallawa Achmar Mallawa Adi Adi Jufri, Adi Adi Jufri Adi Jufri, Adi Ahmad Rezha Oktari Aisjah Farhum Aisyah Farhum Aldri Frinaldi Alfa F.P Nelwan Alfa FP. Nelwan Alfa Nelwan Alfa Nelwan Amir Hamzah Muhiddin Andi Assir Marimba Andi Marimba Andi Rani Sahni Putri Andi Rani Sahni Putri Andi Rani Sahni Putri Andi Risda Fitrianti Abudarda Anggerini Anggreini, Anggerini Angraeni Angraeni Angraeni Anshar Anshar Amran, Anshar Asuhadi, Sunarwan Baso Aswar Chair Rani Dian Sutono Fadhil Moh Fauzan Fadli Yunus Faisal Amir Joeharnani Tresnati John Ch Karuwal John Ch Karuwal, John Ch Katsuya Saitoh Kumala Dewi, Yashinta M Anshar Amran M Anshar Amran, M Anshar M Hajar M. Banda Selamat M. Banda Selamat M. Banda Selamat, M. Banda M. Kurnia M.A. Ibnu Hajar Mahfud Palo Mirnawati Mirnawati Moh. Tauhid Umar Muh. Banda Selamat Muh. Kurnia Muhammad Banda Selamat Muhammad Ikhsan Amir Muhammad Kurnia Muhammad Ridwan Muhammad Ridwan Muhammad Ridwan Muhammad Ridwan Muhammad Ridwan Muhammad Ridwan Musbir Musbir Musbir Musbir Mustasim, Mustasim Najamuddin Najamuddin Najamuddin Najamuddin Najamuddin Najamuddin Najamuddin Najamuddin, Najamuddin Novia elvianti Nur Indah Rezkyanti Nur Indah Rezkyanti, Nur Indah Nur Nur Indah Rezkyanti, Nur Rachmat Hidayat RACHMAT HIDAYAT Saffruddin Safruddin, Saffruddin Safruddin Safruddin . Safruddin Safruddin Safruddin Safruddin Saiful Saiful Sarip Hidayat Sarip Hidayat Sarip Hidayat Sarip Hidayat, Sarip Sei-Ichi Saitoh Sembiring, Rinawati St. Aisjah Farhum St. Aisjah Farhum St. Aisjah Farhum St. Aisjah Farhum, St. Aisjah Sudarmintha Sudarmintha Sudirman Sudirman Sudirman Sudirman Sulyana Erma Desianty Supardi Muhammad Susy Herwaty Syafruddin Umar Tangke, Umar Veithzal Rivai Zainal Yashinta Kumala Dewi Zabhika Dinda Istnaeni