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The International Journal Of Engineering And Science (IJES) 
|| Volume || 3 || Issue || 10 || Pages || 01-07 || 2014 || 
ISSN (e): 2319 – 1813 ISSN (p): 2319 – 1805 
www.theijes.com The IJES Page 1 
Model based Spatial for Monitoring Surveillance of Fisheries to Ward Illegal Fishing in Waters of Eastern Indonesian 1. Nurul Rosana, 2. Viv Djanat Prasita,3.Robert Tambun 1 Department of Fishery, Faculty of Engineering and Marine Sciences-University of Hang Tuah ,2, Department of Oceanography, Faculty of Engineering and Marine Science, Hang Tuah University, ,3, Department of Inspection and Termination of Fishing Vessel, Indonesian Navy. -----------------------------------------------------------ABSTRACT----------------------------------------------------------- 
This study was presented as an initial step (pilot project) in monitoring the availability of the model based spatial for surveillance of fisheries to deter illegal fishing in the termination of the operation and inspection of fishing ship in waters of eastern Indonesia. The purpose of the study was the establishment of the monitoring model based spatial surveillance of fisheries to deter illegal fishing operations in waters of eastern Indonesia. The method in the study were (1) descriptive analysis, associated with collecting and summarizing the data, and presenting the results of summarization, so as to know the character of a data set, and make the data more informative. (2) analysis of databases with Geographic Information Systems (GIS) using ArcView 3.3 software. In principle the processing of data with geographic information systems (GIS) are data entry, data analysis and data display. The result of this study is the model based spatial for surveillance of fisheries waters of eastern Indonesia. 
KEYWORDS: GIS, surveillance, model based spatial, the termination of the operation and inspection. 
-------------------------------------------------------------------------------------------------------------------------------------- Date of Submission: 25 August 2014 Date of Publication: 10 October 2014 -------------------------------------------------------------------------------------------------------------------------------------- 
I. INTRODUCTION 
From the cessation of activities and fishing vessel inspection (henrikan) are certainly numerous fisheries data can be multi-year in-depth study and used as a base in the manufacture and development of model-based spatial database in connection with the illegal fishing in the waters of Eastern Indonesia. As a first step (pilot project) in monitoring the availability of model-based spatial surveillance of fisheries to deter illegal fishing in the cessation of operations and inspection vessel in the waters off eastern Indonesia Fish. This research is important in an effort to provide information on the status and development of capture fisheries to develop Model Monitoring Surveillance of Fisheries (MSF) or monitoring and surveillance of fisheries resources in an effort to apply the system Monitoring, Controlling, and Surveillance (MCS) as required code Of Conduct For Responsible Fisheries (CCRF). The reason is that the effort to develop a model-based monitoring spatial surveillance of fisheries to deter illegal fishing in the cessation of operations and vessel inspection eastern Indonesian waters, it is a more integrated, so that the data and information obtained in the performance of henrikan be more organized and accessible quickly and easily by interested parties, so that the management of fishery resources in the study area can be implemented on an ongoing basis. The purpose of this study was the establishment of Fisheries Surveillance Monitoring Model to counteract illegal fishing in the termination of the operation and inspection of fishing vessels in Eastern Indonesian waters. The results of this study will hopefully contribute to marine science and fisheries that can be used to study other related sciences, such as oceanography, arrest and post-harvest. II. RESEARCH METHODS 
The study was conducted over 10 months. The research location is the East Indonesian waters. Materials or data used in this study include: Henrikan spatial database in Eastern Indonesian waters, the amount and type of fish, the number of fishing fleet, and map position henrikan fishery management area. The tools used in the manufacture and processing of the model is a spatial data processing software ArcView. Data analysis using descriptive analysis by collecting and summarizing the data, and presenting the results of summarization, so as to know the character of a data set, and make the data more informative. Analysis of spatial models with Geographic Information Systems (GIS) are used to store and manipulate data manually
Model based Spatial for Monitoring… 
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berreferensi geofrafis. With these capabilities, GIS technology is very useful in the management of coastal and marine resources spatially (Prasita and Rauf, 2006). III. RESULT AND DISCUSSION 3.1 Making Model-Based Monitoring Surveillance of Fisheries Spatial In Discontinued Operations and Vessel Inspection Fish in Waters of Eastern Indonesian Monitoring modeling spatial-based surveillance of fisheries to deter illegal fishing has been done based fishery management area maps (wilayah pengelolaan perikanan/WPP) in the waters of eastern Indonesia, which is divided into 6 region is as follows: 
1. WPP-RI 713 : Selat Makasar, Teluk Bone, Laut Flores dan Laut Bali 
2. WPP-RI 714 : Teluk Tolo dan Laut Banda 
3. WPP-RI 715 : Teluk Tomini, Laut Maluku, Laut Halmahera, Laut Seram dan Teluk Berau 
4. WPP-RI 716 : Laut Sulawesi dan sebelah utara Pulau Halmahera 
5. WPP-RI 717 : Teluk Cendrawasih dan Samudera Pasifik 
6. WPP-RI 718 : Laut Aru, Laut Arafura dan Laut Timor bagian timur. 
3.1.1 Model-Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on the Types of Fish in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, based on the type of fish recorded in henrikan operation for a period of 5 years (2008-2012) of each of its WPP can be seen in Table 1 and Figure 1. Dominant fish species in all WPP in 2012 is a type of fish groups mixture. They are shown in the map of types of fish in Figure 1. Table 1. Table groups / types of fish in Operation Henrikan at each Regional Fisheries Management (WPP) in the waters of Eastern Indonesia (2008-2012)
Model based Spatial for Monitoring… 
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Figure 1. Types of Fish at Henrikan in WPP RI in 2012 3.1.2 Model Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on the Number of Fish Charges in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, based on the number of fish in “Henrikan” operation charge for a period of 5 years (2008-2012) of each of its WPP can be seen in Figure 2. At spatial models below can be seen that the number of fish examined in charge of the operation Henrikan between the years of 2008-2012 spread over 713 to 718 WPP. Distribution sequentially from the highest high to the lowest in the WPP 718 (Aru Gulf waters, the Arafura Sea and the Timor sea East) followed by WPP 715 (Tomini Gulf waters, the Maluku Sea, Halmahera Sea, Seram Sea and the Gulf of Berau), 716 (marine waters of Sulawesi and Halmahera Northern), 713 (Makassar Strait, Gulf of Bone, Flores Sea and the Sea of Bali) and 717 (Aquatic Paradise Bay and the Pacific Ocean). From the spatial model can be analyzed that the activities can be carried out with priority “Henrikan” to WPP RI number 718, 715 and 716. 
% %% % % # %( $ % %( ((( %% & %% % % % $ $ $ & % %% & %% $$ & %% $ ' % &% % % % $ % % % % % % & % ''' ' & & $$ ' % % %% % $ % & % % % $ $ % % % % % % %%% % ' % % &$ &$ % # % & $ % $ %% % & $ ' % % % % & % %% % % %% &$ % & & % ' % $ % %% ' %'%' % $ $ %%% %% % % % % % % ( $&$ ( & % % % %$ % % %% % % % % % % %% %% % % % % % %% %% &$ % %' %% % %% % %%%%% &$ %# & $% % % %% %' %% % % %% % ( % % %% % % % & % $ $ % & % %&' % $ % % &$ & % $$ $ % % ' %'%' %'%' ' ''' $ ( $& % % % %% % % % PRAWNTUNASPANISH MACKARELCOMMON SQUIDSSKIPJACK TUNAMap Sources : 1. Data Henrikan TNI-AL Tahun 2008-20122. Base Map / Peta Rupabumi BakosurtanalLEGENDA : Types of Fish at "Henrikan" in WPP RI in 2012NEWS7000700Miles10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055SeasWaters Management ZoneWPP RI571WPP RI572WPP RI573WPP RI711WPP RI712WPP RI713WPP RI714WPP RI715WPP RI716WPP RI717WPP RI718Archipelago of IndonesiaTypes of Fish : 7000700Miles& % ( # # # $ ' MIXED FISHSHORT FIN SCADINDIAN MACKAREL
Model based Spatial for Monitoring… 
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Figure 2. Number of Fish Charges (tons) at Henrikan Operation in WPP RI in 2008-2012 
1.1.3 Model Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on Country Flags in WPP RI 
Model-based Monitoring Surveillance of Fisheries spatial, based on the state flag Henrikan operation for a period of 5 years (2008-2012) of each of its WPP can be seen in Figure 3. At spatial models below can be seen that ship with the flag of the country that is checked in the operation Henrikan between the years of 2008- 2012 spread over 713 to 718 WPP. Grouping the ship is divided into two Indonesian-flagged vessels and non-Indonesian flagged vessels. Indonesian-flagged vessels from 2008-2012 scattered all WPP namely: WPP 718 (Aru Gulf waters, the Arafura Sea and the Timor Sea East) followed by WPP 715 (Waters Tomini, Molucca Sea, Sea Halmahera, Seram Sea and the Gulf of Berau), 716 (marine waters Northern Sulawesi and Halmahera), 713 (Makassar Strait, Gulf of Bone, Flores Sea and the Sea of Bali) and 717 (Aquatic Paradise Bay and the Pacific Ocean). While a non Indonesian-flagged vessels are found in the 713-718 WPP in 2011. From the spatial model can be analyzed that the activities Henrikan are dominated by Indonesian flagged vessels. It can be seen in the map in Figure 3. 
# ## # # ## # ### ## ## # #### # # # # # # # # # # # ## #### # ## # # # ## # # # # # # # # # # # # # # ##### # # # # # ## # # ## # # # # # # # # # # # # ### # # # # # # # # # # # # # # # # # # # # # # ## # # ## # # # # # ### # # ## # ## # # # ### # # # # # # # # # # # # # # # ## # #### ## # # # # ### ## # # # # ######### ## # # ## ## # ## # ## # ## # ## # ## # # ## ## ## # # # ## # # # # ## # # # # # # # # # # ##### # # # # # # # ## # # # # # # # ### # ## # # ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # ## # # # # ## # # # # # # # # ### ## # # # ## # # # # # # # ## ## # # # # # # # # ## # # # # # # ## # # # # # # # # # # # # # # # ### # # # # # # ### # # # # ## # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # ## # # # # # ## # # # # # #### # # # # # ##### ####### # # # # # # # # # # ### # # # ## # # # # ## ## # ## # # # # # ### ## # # # # # ## # # # # # # # # # # # # # # # ## # # # # ### ## ## # # # # # # # # # # ## # # # ## # # # # ### # # # # # # # # # # # # # # # # # # # # ## ## # # # # # # # # ### # #### ## # # # ### ## # ### # # # # # # # # # # # # # ## # # ## # # # # # # # # # # # # ### # ### # # ## # # # # # # # # # ## # # # # ## ### # # # # # # ## ## #### # # # # # ## # ## ## # # # # # # # ## #### ## # # # # # # ##### # # ## ## # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # ###### # # # # # # # ### # # ## ## # ### # # # ## ## # # # ### # # # # # # # # # # # # # # # # # # ## # # # # ## # # # # # # # # # #### ## # # # # # # # # # ## # # ### # # # # # # # # # #### # # # ## # # # # # # # # # ## # ## # # # # # # ## # # # # # # # # # # ## # # # # ## # # # # # # # # # # # ### # # # # # # #### # # # # # # # ## # ## # # # # # # ## # # # # # # ### # # # # ### # # # # # # ### # # # # # ## # # # # # # # # # # # ## # # # ## ## # # # # # # ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # ## # # # # # ## # # # ## # # ## # # # # # # ## # # # # # # # # # # ## # # # # ### # ##### # # # # # # # # # # ## ## # # # # ## # # # # # # # # # # # # # # ## ## # # # # ## ## # # # ## # # # # # # # # # ## ## # # ## ## ## ##### ## # # # # # # # ### ### # # # ## # # # # ## # ## # # # # # # # # # # # # # ## # # # # # # # # # ## # # # # ### # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # ## # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # ## ## # # # # #### # ## ### # # # # # ## # # # # # # # # ### # # # # # # ### # ## ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ####### ## # # ## # # # # # ## # # # # # ## # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # ## # # ## ### # # # # # # # # # # # # # # # ## # # # # # ## # # # # # #### # # # # # ## # # # ## # # # # # # # ## # # # # # ## # # # # # ## # ## # # # # # # # # # ##### # # # # # ## ## # # ## # # ## # # ### # # # ## # # # ## # # # # ### ##### # # ### # # ## # # # # ## # # ## # # # # #### # # # # ## # # # ### # ### # # # # # # # ### # ## ## ## # ## # # # # # # # # # # ## # # # # # # # # # # # # ## # # # # # ## # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # ##### ## # # # # # # # # # # # # # ## # # ## # # #### # # # # # # # # # # # ### # # # # ## # # # # # # # # # # # # # # # # # ## # ## # # # # # # # # # ## # # # # # # # ## # # # # # # ## #### # ## # # # # # # # # ### # # ## ## # ## ## # # # # ## # # ## # # # # # ## # ## # # ## # ## # # # # # # # # # # ## # # #### # # # # # ###### # # # # # # # # # # # # # ## # ## # ## # # # # # # # # # # # # # # # # #### ## # # # ## # # # ### # # # # ## # ## # # ### # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # ## # ## # # ## ### ## # # # # # # # # ## ## # # # # # # # # # # # # ## # #### # ## # ## ## # #### ####### # ## # # # ## # # # # ### # #### # # # # # # # # # # # # # ## # # ## # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # ## ###### # ### # # # # ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # ## # # # # ## #### # # # # # # # ## ## # # ### 10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055LEGENDA : NEWS7000700Miles# Map Sources : 1. Data of Henrikan TNI-AL in 2008-20122. Basemap/Peta Rupabumi Bakosurtanal10°Number of Fish Charges (ton) at Henrikan Operation in WPP RI in 2008-2012NEWS7000700MilesSeasWaters Management ZoneWPP RI571WPP RI572WPP RI573WPP RI711WPP RI712WPP RI713WPP RI714WPP RI715WPP RI716WPP RI717WPP RI718Archipelago of IndonesiaHenrikan in 2012 (Tons) #0 - 14#15 - 46#47 - 105#106 - 180#181 - 400Henrikan in 2011 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 450Henrikan in 2010 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 2700Henrikan in 2009 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 300Henrikan in 2008 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 400
Model based Spatial for Monitoring… 
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Figure 3. Distribution of Vessel with Country Flags in WPP RI in 2010 3.1.4 Model Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on Seasons in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, seasonal Henrikan in operation for a period of 5 years (2008-2012) of each of its WPP can be seen in table 2 and figure 4. At spatial models below can be seen that the operation Henrikan between 2008-2012 there is at 4 seasons are: winter West (January-March), transition I (April-June), the East (July-September) and the Transitional I (October-December) and spread over 713 to 718 WPP. Operating henrikan dominant season and Transition II East season Grouping vessel is divided into two Indonesian-flagged vessels and non-Indonesian flagged vessels. Operations performed on the season Henrikan dominant Western and Transition II at WPP 718 (Aru Gulf waters, the Arafura Sea and the Timor Sea East) and WPP 715 (Waters Tomini, Molucca Sea, Sea Halmahera, Seram Sea and the Gulf of Berau), at WPP 716 (marine waters of Sulawesi and Halmahera North side) on the East and inbetween the first season, at WPP 713 (Makassar Strait, Gulf of Bone, Flores Sea and the Sea of Bali) on the season and in the WPP transition II 717 (Aquatic Paradise Bay and the Pacific Ocean) on Transitional season II and East. 
% % % % % % % % % % % % % % % % % % % % % % %% % %%% %%% % % % % %% %% % % % % % % % % % % % # % % % % % % % % % % %% % % % % %% % % % % % %% % % %%%% %% % % % % % % % % % % % % % % %%% % % % % % % % % % % % % % %% % % % % % % % %% % %% % %% % % % % % % % % % % % %%% % %% % %% % % % % % %% % % % % % % % % % % % %% % % % % % % %%%% % % % % % % % % %% % %% % % % % % % % % % % % % % % % % % % %% % % % % % % % % % % % % % % % % % % % % % % % %% % % % %%%% %% % %% % % % % % %% % % % % % %% % % % % % % % % % % % % % % % % % % % % % % %% % % % % % % % % % %% % %% % % % % % % % % % % % %% % % % % % % % % % % % % % % %% % % % %% % % % % % %% % % % % % % % % %% % % % % % % % % % % % % % %% %% % % % % %% % % % % % % % % %%% % % % % %% % % % % %% % % % % % %% %% % % % % % % % % %% % % % % % % % %%% %% % % % % % % % % % % % % % %% % % % % % % % % % % % % % % % % % %% %%%% % % % % % % % % % %% % % % % %%% % % % % % % %%% % % % % % % % % % % %% % % % % % % %% % %% % % % % % % % % %% % % % % % %% % % % %% % % % % % % % % % % % % % %% % % % % % %% % % % %% % %% % % % % %%% % %% %%% % % % % % %% %% % % % % % % % % % % % % % %%% % %% %% % % % % %% % % % % % % % % % % % % % % % % % % % % % % % % %% % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % %% % %% % % % % % % % % % %% %% % % % Map Sources : 1. Data of Henrikan TNI-AL in 2008-20122. Basemap/Peta Rupabumi BakosurtanalTHAILAND% PHILIPINES% MALAYSIA% JAPAN% INDONESIA% HONGKONG% CHINA# 10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055LEGENDA : Distribution of Vessel with Country Flags in WPP RI in 2010NEWS7000700MilesSeasWaters Management Zone / Wil. Pengelolaan Perairan (WPP) WPP RI571WPP RI572WPP RI573WPP RI711WPP RI712WPP RI713WPP RI714WPP RI715WPP RI716WPP RI717WPP RI718Archipelago of IndonesiaFlag of Country : 7000700Miles
Model based Spatial for Monitoring… 
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Table 2. Distribution Operations at WPP Henrikan by Season, 2008-2012 
WPP 
Dominan Seasons 
Years 
Number 
Dominan 
2012 
2011 
2010 
2009 
2008 
713 
Winter West Transitional II Winter East Transitional I 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ 
Ѵ 
1 4 1 2 
1. Transitional II 
2. Winter East 
714 
Winter West Transitional II Winter East Transitional I 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ 
1 5 3 1 
715 
Winter West Transitional II Winter East Transitional I 
Ѵ Ѵ 
Ѵ Ѵ Ѵ 
Ѵ Ѵ Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ Ѵ 
4 5 2 3 
716 
Winter West Transitional II Winter East Transitional I 
Ѵ Ѵ 
Ѵ Ѵ Ѵ 
Ѵ Ѵ 
Ѵ 
Ѵ Ѵ Ѵ Ѵ 
3 1 4 4 
717 
Winter West Transitional II Winter East Transitional I 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ 
1 3 3 2 
718 
Winter West Transitional II Winter East Transitional I 
Ѵ Ѵ 
Ѵ Ѵ 
Ѵ Ѵ Ѵ 
Ѵ Ѵ Ѵ Ѵ 
Ѵ Ѵ Ѵ Ѵ 
5 4 3 3 
Figure 4. Distribution of “Henrikan” Operation based on Seasons in WPP RI in 2012 
# ## # # # ## # # #### ## # ## # # # # # # # # ## # ## ## # ## # # # ## # # # # # # # # # # # # ### # # # ## # # # ## # # # # # # # # # # # # # # # ### # # # # # # # # # # # # # ## # # # # # # # # # # ## # # ## # # # ## # # # # # # ## # ## # # # ### ## # # # # # # # # # # # # # # # ## # # ## # # # # # # ## ## # # # # # ## ## # # ## ## # ## # ##### # ## # ## # # ## # ## # # ## # # # # ## # # # # # # # # # # # # # # # # # # ## # # # # # # # ### # # ## # # # ## # # # Map Sources : 1. Data of Henrikan TNI-AL in 2008-20122. Basemap/Peta Rupabumi Bakosurtanal10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055LEGENDA : Distribution of Henrikan Operation Based on Seasons in WPP RI in 2012NEWS7000700MilesSeasons : 7000700Miles#West Season# # # Transitional IITransitional IEast SeasonArchipelago of IndonesiaWPP RI718WPP RI717WPP RI716WPP RI715WPP RI714WPP RI713WPP RI712WPP RI711WPP RI573WPP RI572WPP RI571Waters Management Zone / Wil. Pengelolaan Perairan (WPP) Seas
Model based Spatial for Monitoring… 
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IV. CONCLUSION AND SUGGESTION From the results of this study concluded: 
[1] Model-based spatial for monitoring surveillance of Fisheries in the “Henrikan” operations based on the group / type in WPP RI Fish is dominated the fish mixture. 
[2] Model-based spatial for monitoring surveillance of fisheries in the “Henrikan” operations based seasons in WPP RI is dominated by the East season and Transition II. 
[3] Surveillance of fisheries monitoring model based spatial in “Henrikan” operation based on State Flag WPP RI is dominated by the Indonesian flag. 
[4] Surveillance of Fisheries Monitoring Model Based on Spatial Henrikan based Payload Operation Fish (tons) is dominated at WPP WPP RI number 718, 715 and 716. 
Suggestion: To find comprehensive information suggested that a more in-depth research on illegal fishing in the waters of eastern Indonesia on an ongoing basis. 
ACKNOWLEDGEMENTS 
The authors acknowledge the Board of Research and Public Services - Higher Education (LP2M-DIKTI), Ministry of Education and Culture of the Republic of Indonesia for financial support of this research. 
REFERENCES 
[1] Mukhtar, 2011. Landasan koseptual dan mandat pengawasan sumber daya kelautan dan perikananTata Laksana Perikanan Yang Bertanggung Jawab. http://www.goblue.or.id/wp-content/uploads/kode-etik-perikanan-yang-bertanggung-jawab.pdf. Surabaya, 21 Maret 2012. [2] Aronoff, Stanley. 1989. Geographical Information Systems : A Management Perspective. Ottawa, Ontario, Canada : WDL Publications [3] Prasita V. Dj. dan A. Rauf. 2006. Pelatihan ArcView 3.1. Sistem Perencanaan Pembangunan Kelautan dan Perikanan, Biro Perencanaan dan Kerjasama Luar Negeri, Sekretariat Jenderal Departemen Kelautan dan Perikanan Jakarta. 
[4] http://www.pipp.kkp.go.id/species.html?idkat=9&idsp=62. Sumberdaya Ikan. Pusat Informasi Pelabuhan Perikanan (PIPP) Kementerian Kelautan dan Perikanan Indonesia. Diunduh 25 Juli 2013. 
[5] Rosana dan Tambun, 2011. Aplikasi Sistem Informasi Geografis Untuk Penyajian Posisi Dan Data Pemeriksaan Kapal Penangkap Iikan Di Wilayah Timur Indonesia. Jurnal Sain dan Teknologi Vol 9 No 1. Surabaya. 
[6] Rosana N, Prasita V.Dj, Tambun R. 2014 GIS for Monitoring the Operation on Inspection and Termination of Fishing Vessels in the Eastern Indonesian Waters. The International Journal of Engineering and Science. Vol 3-Issue 3, version IV. March 2014. Page 20-28. [7] Tambun, 2010. Aplikasi Sistim Informasi Geografis Untuk Penyajian Data Daerah Penangkapan Ikan Wilayah Timur Indonesia. Skripsi (tidak dipublikasikan). Jurusan Perikanan Fakultas Teknik dan Ilmu Kelautan Universitas Hang Tuah. Surabaya.

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Model based Spatial for Monitoring Surveillance of Fisheries to Ward Illegal Fishing in Waters of Eastern Indonesian

  • 1. The International Journal Of Engineering And Science (IJES) || Volume || 3 || Issue || 10 || Pages || 01-07 || 2014 || ISSN (e): 2319 – 1813 ISSN (p): 2319 – 1805 www.theijes.com The IJES Page 1 Model based Spatial for Monitoring Surveillance of Fisheries to Ward Illegal Fishing in Waters of Eastern Indonesian 1. Nurul Rosana, 2. Viv Djanat Prasita,3.Robert Tambun 1 Department of Fishery, Faculty of Engineering and Marine Sciences-University of Hang Tuah ,2, Department of Oceanography, Faculty of Engineering and Marine Science, Hang Tuah University, ,3, Department of Inspection and Termination of Fishing Vessel, Indonesian Navy. -----------------------------------------------------------ABSTRACT----------------------------------------------------------- This study was presented as an initial step (pilot project) in monitoring the availability of the model based spatial for surveillance of fisheries to deter illegal fishing in the termination of the operation and inspection of fishing ship in waters of eastern Indonesia. The purpose of the study was the establishment of the monitoring model based spatial surveillance of fisheries to deter illegal fishing operations in waters of eastern Indonesia. The method in the study were (1) descriptive analysis, associated with collecting and summarizing the data, and presenting the results of summarization, so as to know the character of a data set, and make the data more informative. (2) analysis of databases with Geographic Information Systems (GIS) using ArcView 3.3 software. In principle the processing of data with geographic information systems (GIS) are data entry, data analysis and data display. The result of this study is the model based spatial for surveillance of fisheries waters of eastern Indonesia. KEYWORDS: GIS, surveillance, model based spatial, the termination of the operation and inspection. -------------------------------------------------------------------------------------------------------------------------------------- Date of Submission: 25 August 2014 Date of Publication: 10 October 2014 -------------------------------------------------------------------------------------------------------------------------------------- I. INTRODUCTION From the cessation of activities and fishing vessel inspection (henrikan) are certainly numerous fisheries data can be multi-year in-depth study and used as a base in the manufacture and development of model-based spatial database in connection with the illegal fishing in the waters of Eastern Indonesia. As a first step (pilot project) in monitoring the availability of model-based spatial surveillance of fisheries to deter illegal fishing in the cessation of operations and inspection vessel in the waters off eastern Indonesia Fish. This research is important in an effort to provide information on the status and development of capture fisheries to develop Model Monitoring Surveillance of Fisheries (MSF) or monitoring and surveillance of fisheries resources in an effort to apply the system Monitoring, Controlling, and Surveillance (MCS) as required code Of Conduct For Responsible Fisheries (CCRF). The reason is that the effort to develop a model-based monitoring spatial surveillance of fisheries to deter illegal fishing in the cessation of operations and vessel inspection eastern Indonesian waters, it is a more integrated, so that the data and information obtained in the performance of henrikan be more organized and accessible quickly and easily by interested parties, so that the management of fishery resources in the study area can be implemented on an ongoing basis. The purpose of this study was the establishment of Fisheries Surveillance Monitoring Model to counteract illegal fishing in the termination of the operation and inspection of fishing vessels in Eastern Indonesian waters. The results of this study will hopefully contribute to marine science and fisheries that can be used to study other related sciences, such as oceanography, arrest and post-harvest. II. RESEARCH METHODS The study was conducted over 10 months. The research location is the East Indonesian waters. Materials or data used in this study include: Henrikan spatial database in Eastern Indonesian waters, the amount and type of fish, the number of fishing fleet, and map position henrikan fishery management area. The tools used in the manufacture and processing of the model is a spatial data processing software ArcView. Data analysis using descriptive analysis by collecting and summarizing the data, and presenting the results of summarization, so as to know the character of a data set, and make the data more informative. Analysis of spatial models with Geographic Information Systems (GIS) are used to store and manipulate data manually
  • 2. Model based Spatial for Monitoring… www.theijes.com The IJES Page 2 berreferensi geofrafis. With these capabilities, GIS technology is very useful in the management of coastal and marine resources spatially (Prasita and Rauf, 2006). III. RESULT AND DISCUSSION 3.1 Making Model-Based Monitoring Surveillance of Fisheries Spatial In Discontinued Operations and Vessel Inspection Fish in Waters of Eastern Indonesian Monitoring modeling spatial-based surveillance of fisheries to deter illegal fishing has been done based fishery management area maps (wilayah pengelolaan perikanan/WPP) in the waters of eastern Indonesia, which is divided into 6 region is as follows: 1. WPP-RI 713 : Selat Makasar, Teluk Bone, Laut Flores dan Laut Bali 2. WPP-RI 714 : Teluk Tolo dan Laut Banda 3. WPP-RI 715 : Teluk Tomini, Laut Maluku, Laut Halmahera, Laut Seram dan Teluk Berau 4. WPP-RI 716 : Laut Sulawesi dan sebelah utara Pulau Halmahera 5. WPP-RI 717 : Teluk Cendrawasih dan Samudera Pasifik 6. WPP-RI 718 : Laut Aru, Laut Arafura dan Laut Timor bagian timur. 3.1.1 Model-Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on the Types of Fish in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, based on the type of fish recorded in henrikan operation for a period of 5 years (2008-2012) of each of its WPP can be seen in Table 1 and Figure 1. Dominant fish species in all WPP in 2012 is a type of fish groups mixture. They are shown in the map of types of fish in Figure 1. Table 1. Table groups / types of fish in Operation Henrikan at each Regional Fisheries Management (WPP) in the waters of Eastern Indonesia (2008-2012)
  • 3. Model based Spatial for Monitoring… www.theijes.com The IJES Page 3 Figure 1. Types of Fish at Henrikan in WPP RI in 2012 3.1.2 Model Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on the Number of Fish Charges in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, based on the number of fish in “Henrikan” operation charge for a period of 5 years (2008-2012) of each of its WPP can be seen in Figure 2. At spatial models below can be seen that the number of fish examined in charge of the operation Henrikan between the years of 2008-2012 spread over 713 to 718 WPP. Distribution sequentially from the highest high to the lowest in the WPP 718 (Aru Gulf waters, the Arafura Sea and the Timor sea East) followed by WPP 715 (Tomini Gulf waters, the Maluku Sea, Halmahera Sea, Seram Sea and the Gulf of Berau), 716 (marine waters of Sulawesi and Halmahera Northern), 713 (Makassar Strait, Gulf of Bone, Flores Sea and the Sea of Bali) and 717 (Aquatic Paradise Bay and the Pacific Ocean). From the spatial model can be analyzed that the activities can be carried out with priority “Henrikan” to WPP RI number 718, 715 and 716. % %% % % # %( $ % %( ((( %% & %% % % % $ $ $ & % %% & %% $$ & %% $ ' % &% % % % $ % % % % % % & % ''' ' & & $$ ' % % %% % $ % & % % % $ $ % % % % % % %%% % ' % % &$ &$ % # % & $ % $ %% % & $ ' % % % % & % %% % % %% &$ % & & % ' % $ % %% ' %'%' % $ $ %%% %% % % % % % % ( $&$ ( & % % % %$ % % %% % % % % % % %% %% % % % % % %% %% &$ % %' %% % %% % %%%%% &$ %# & $% % % %% %' %% % % %% % ( % % %% % % % & % $ $ % & % %&' % $ % % &$ & % $$ $ % % ' %'%' %'%' ' ''' $ ( $& % % % %% % % % PRAWNTUNASPANISH MACKARELCOMMON SQUIDSSKIPJACK TUNAMap Sources : 1. Data Henrikan TNI-AL Tahun 2008-20122. Base Map / Peta Rupabumi BakosurtanalLEGENDA : Types of Fish at "Henrikan" in WPP RI in 2012NEWS7000700Miles10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055SeasWaters Management ZoneWPP RI571WPP RI572WPP RI573WPP RI711WPP RI712WPP RI713WPP RI714WPP RI715WPP RI716WPP RI717WPP RI718Archipelago of IndonesiaTypes of Fish : 7000700Miles& % ( # # # $ ' MIXED FISHSHORT FIN SCADINDIAN MACKAREL
  • 4. Model based Spatial for Monitoring… www.theijes.com The IJES Page 4 Figure 2. Number of Fish Charges (tons) at Henrikan Operation in WPP RI in 2008-2012 1.1.3 Model Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on Country Flags in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, based on the state flag Henrikan operation for a period of 5 years (2008-2012) of each of its WPP can be seen in Figure 3. At spatial models below can be seen that ship with the flag of the country that is checked in the operation Henrikan between the years of 2008- 2012 spread over 713 to 718 WPP. Grouping the ship is divided into two Indonesian-flagged vessels and non-Indonesian flagged vessels. Indonesian-flagged vessels from 2008-2012 scattered all WPP namely: WPP 718 (Aru Gulf waters, the Arafura Sea and the Timor Sea East) followed by WPP 715 (Waters Tomini, Molucca Sea, Sea Halmahera, Seram Sea and the Gulf of Berau), 716 (marine waters Northern Sulawesi and Halmahera), 713 (Makassar Strait, Gulf of Bone, Flores Sea and the Sea of Bali) and 717 (Aquatic Paradise Bay and the Pacific Ocean). While a non Indonesian-flagged vessels are found in the 713-718 WPP in 2011. From the spatial model can be analyzed that the activities Henrikan are dominated by Indonesian flagged vessels. It can be seen in the map in Figure 3. # ## # # ## # ### ## ## # #### # # # # # # # # # # # ## #### # ## # # # ## # # # # # # # # # # # # # # ##### # # # # # ## # # ## # # # # # # # # # # # # ### # # # # # # # # # # # # # # # # # # # # # # ## # # ## # # # # # ### # # ## # ## # # # ### # # # # # # # # # # # # # # # ## # #### ## # # # # ### ## # # # # ######### ## # # ## ## # ## # ## # ## # ## # ## # # ## ## ## # # # ## # # # # ## # # # # # # # # # # ##### # # # # # # # ## # # # # # # # ### # ## # # ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # ## # # # # ## # # # # # # # # ### ## # # # ## # # # # # # # ## ## # # # # # # # # ## # # # # # # ## # # # # # # # # # # # # # # # ### # # # # # # ### # # # # ## # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # ## # # # # # ## # # # # # #### # # # # # ##### ####### # # # # # # # # # # ### # # # ## # # # # ## ## # ## # # # # # ### ## # # # # # ## # # # # # # # # # # # # # # # ## # # # # ### ## ## # # # # # # # # # # ## # # # ## # # # # ### # # # # # # # # # # # # # # # # # # # # ## ## # # # # # # # # ### # #### ## # # # ### ## # ### # # # # # # # # # # # # # ## # # ## # # # # # # # # # # # # ### # ### # # ## # # # # # # # # # ## # # # # ## ### # # # # # # ## ## #### # # # # # ## # ## ## # # # # # # # ## #### ## # # # # # # ##### # # ## ## # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # # ###### # # # # # # # ### # # ## ## # ### # # # ## ## # # # ### # # # # # # # # # # # # # # # # # # ## # # # # ## # # # # # # # # # #### ## # # # # # # # # # ## # # ### # # # # # # # # # #### # # # ## # # # # # # # # # ## # ## # # # # # # ## # # # # # # # # # # ## # # # # ## # # # # # # # # # # # ### # # # # # # #### # # # # # # # ## # ## # # # # # # ## # # # # # # ### # # # # ### # # # # # # ### # # # # # ## # # # # # # # # # # # ## # # # ## ## # # # # # # ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # ## # # # # # ## # # # ## # # ## # # # # # # ## # # # # # # # # # # ## # # # # ### # ##### # # # # # # # # # # ## ## # # # # ## # # # # # # # # # # # # # # ## ## # # # # ## ## # # # ## # # # # # # # # # ## ## # # ## ## ## ##### ## # # # # # # # ### ### # # # ## # # # # ## # ## # # # # # # # # # # # # # ## # # # # # # # # # ## # # # # ### # # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # # # ## # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # ## ## # # # # #### # ## ### # # # # # ## # # # # # # # # ### # # # # # # ### # ## ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # # ####### ## # # ## # # # # # ## # # # # # ## # # # # # # # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # ## # # ## ### # # # # # # # # # # # # # # # ## # # # # # ## # # # # # #### # # # # # ## # # # ## # # # # # # # ## # # # # # ## # # # # # ## # ## # # # # # # # # # ##### # # # # # ## ## # # ## # # ## # # ### # # # ## # # # ## # # # # ### ##### # # ### # # ## # # # # ## # # ## # # # # #### # # # # ## # # # ### # ### # # # # # # # ### # ## ## ## # ## # # # # # # # # # # ## # # # # # # # # # # # # ## # # # # # ## # # # # # # # # # # # ## # # # # # # # # # # # # # # # # # # # ##### ## # # # # # # # # # # # # # ## # # ## # # #### # # # # # # # # # # # ### # # # # ## # # # # # # # # # # # # # # # # # ## # ## # # # # # # # # # ## # # # # # # # ## # # # # # # ## #### # ## # # # # # # # # ### # # ## ## # ## ## # # # # ## # # ## # # # # # ## # ## # # ## # ## # # # # # # # # # # ## # # #### # # # # # ###### # # # # # # # # # # # # # ## # ## # ## # # # # # # # # # # # # # # # # #### ## # # # ## # # # ### # # # # ## # ## # # ### # # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # # ## # ## # # ## ### ## # # # # # # # # ## ## # # # # # # # # # # # # ## # #### # ## # ## ## # #### ####### # ## # # # ## # # # # ### # #### # # # # # # # # # # # # # ## # # ## # # # # # # # # # # # # # # # # # # # # # # ## # # # # # # # ## ###### # ### # # # # ## # # # # # ## # # # # # # # # # # # # # # # # # # # # # # # # # # # ## # ## # # # # ## #### # # # # # # # ## ## # # ### 10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055LEGENDA : NEWS7000700Miles# Map Sources : 1. Data of Henrikan TNI-AL in 2008-20122. Basemap/Peta Rupabumi Bakosurtanal10°Number of Fish Charges (ton) at Henrikan Operation in WPP RI in 2008-2012NEWS7000700MilesSeasWaters Management ZoneWPP RI571WPP RI572WPP RI573WPP RI711WPP RI712WPP RI713WPP RI714WPP RI715WPP RI716WPP RI717WPP RI718Archipelago of IndonesiaHenrikan in 2012 (Tons) #0 - 14#15 - 46#47 - 105#106 - 180#181 - 400Henrikan in 2011 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 450Henrikan in 2010 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 2700Henrikan in 2009 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 300Henrikan in 2008 (Tons) #0 - 14#15 - 45#46 - 115#116 - 225#226 - 400
  • 5. Model based Spatial for Monitoring… www.theijes.com The IJES Page 5 Figure 3. Distribution of Vessel with Country Flags in WPP RI in 2010 3.1.4 Model Based Spatial for Monitoring Surveillance of Fisheries in “Henrikan” Operation based on Seasons in WPP RI Model-based Monitoring Surveillance of Fisheries spatial, seasonal Henrikan in operation for a period of 5 years (2008-2012) of each of its WPP can be seen in table 2 and figure 4. At spatial models below can be seen that the operation Henrikan between 2008-2012 there is at 4 seasons are: winter West (January-March), transition I (April-June), the East (July-September) and the Transitional I (October-December) and spread over 713 to 718 WPP. Operating henrikan dominant season and Transition II East season Grouping vessel is divided into two Indonesian-flagged vessels and non-Indonesian flagged vessels. Operations performed on the season Henrikan dominant Western and Transition II at WPP 718 (Aru Gulf waters, the Arafura Sea and the Timor Sea East) and WPP 715 (Waters Tomini, Molucca Sea, Sea Halmahera, Seram Sea and the Gulf of Berau), at WPP 716 (marine waters of Sulawesi and Halmahera North side) on the East and inbetween the first season, at WPP 713 (Makassar Strait, Gulf of Bone, Flores Sea and the Sea of Bali) on the season and in the WPP transition II 717 (Aquatic Paradise Bay and the Pacific Ocean) on Transitional season II and East. % % % % % % % % % % % % % % % % % % % % % % %% % %%% %%% % % % % %% %% % % % % % % % % % % % # % % % % % % % % % % %% % % % % %% % % % % % %% % % %%%% %% % % % % % % % % % % % % % % %%% % % % % % % % % % % % % % %% % % % % % % % %% % %% % %% % % % % % % % % % % % %%% % %% % %% % % % % % %% % % % % % % % % % % % %% % % % % % % %%%% % % % % % % % % %% % %% % % % % % % % % % % % % % % % % % % %% % % % % % % % % % % % % % % % % % % % % % % % %% % % % %%%% %% % %% % % % % % %% % % % % % %% % % % % % % % % % % % % % % % % % % % % % % %% % % % % % % % % % %% % %% % % % % % % % % % % % %% % % % % % % % % % % % % % % %% % % % %% % % % % % %% % % % % % % % % %% % % % % % % % % % % % % % %% %% % % % % %% % % % % % % % % %%% % % % % %% % % % % %% % % % % % %% %% % % % % % % % % %% % % % % % % % %%% %% % % % % % % % % % % % % % %% % % % % % % % % % % % % % % % % % %% %%%% % % % % % % % % % %% % % % % %%% % % % % % % %%% % % % % % % % % % % %% % % % % % % %% % %% % % % % % % % % %% % % % % % %% % % % %% % % % % % % % % % % % % % %% % % % % % %% % % % %% % %% % % % % %%% % %% %%% % % % % % %% %% % % % % % % % % % % % % % %%% % %% %% % % % % %% % % % % % % % % % % % % % % % % % % % % % % % % %% % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % % %% % %% % % % % % % % % % %% %% % % % Map Sources : 1. Data of Henrikan TNI-AL in 2008-20122. Basemap/Peta Rupabumi BakosurtanalTHAILAND% PHILIPINES% MALAYSIA% JAPAN% INDONESIA% HONGKONG% CHINA# 10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055LEGENDA : Distribution of Vessel with Country Flags in WPP RI in 2010NEWS7000700MilesSeasWaters Management Zone / Wil. Pengelolaan Perairan (WPP) WPP RI571WPP RI572WPP RI573WPP RI711WPP RI712WPP RI713WPP RI714WPP RI715WPP RI716WPP RI717WPP RI718Archipelago of IndonesiaFlag of Country : 7000700Miles
  • 6. Model based Spatial for Monitoring… www.theijes.com The IJES Page 6 Table 2. Distribution Operations at WPP Henrikan by Season, 2008-2012 WPP Dominan Seasons Years Number Dominan 2012 2011 2010 2009 2008 713 Winter West Transitional II Winter East Transitional I Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ 1 4 1 2 1. Transitional II 2. Winter East 714 Winter West Transitional II Winter East Transitional I Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ 1 5 3 1 715 Winter West Transitional II Winter East Transitional I Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ 4 5 2 3 716 Winter West Transitional II Winter East Transitional I Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ 3 1 4 4 717 Winter West Transitional II Winter East Transitional I Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ 1 3 3 2 718 Winter West Transitional II Winter East Transitional I Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ Ѵ 5 4 3 3 Figure 4. Distribution of “Henrikan” Operation based on Seasons in WPP RI in 2012 # ## # # # ## # # #### ## # ## # # # # # # # # ## # ## ## # ## # # # ## # # # # # # # # # # # # ### # # # ## # # # ## # # # # # # # # # # # # # # # ### # # # # # # # # # # # # # ## # # # # # # # # # # ## # # ## # # # ## # # # # # # ## # ## # # # ### ## # # # # # # # # # # # # # # # ## # # ## # # # # # # ## ## # # # # # ## ## # # ## ## # ## # ##### # ## # ## # # ## # ## # # ## # # # # ## # # # # # # # # # # # # # # # # # # ## # # # # # # # ### # # ## # # # ## # # # Map Sources : 1. Data of Henrikan TNI-AL in 2008-20122. Basemap/Peta Rupabumi Bakosurtanal10°10° 0°0° 115° 115° 125° 125° 135° 135° 110110115115120120125125130130135135140140-15-15-10-10-5-50055LEGENDA : Distribution of Henrikan Operation Based on Seasons in WPP RI in 2012NEWS7000700MilesSeasons : 7000700Miles#West Season# # # Transitional IITransitional IEast SeasonArchipelago of IndonesiaWPP RI718WPP RI717WPP RI716WPP RI715WPP RI714WPP RI713WPP RI712WPP RI711WPP RI573WPP RI572WPP RI571Waters Management Zone / Wil. Pengelolaan Perairan (WPP) Seas
  • 7. Model based Spatial for Monitoring… www.theijes.com The IJES Page 7 IV. CONCLUSION AND SUGGESTION From the results of this study concluded: [1] Model-based spatial for monitoring surveillance of Fisheries in the “Henrikan” operations based on the group / type in WPP RI Fish is dominated the fish mixture. [2] Model-based spatial for monitoring surveillance of fisheries in the “Henrikan” operations based seasons in WPP RI is dominated by the East season and Transition II. [3] Surveillance of fisheries monitoring model based spatial in “Henrikan” operation based on State Flag WPP RI is dominated by the Indonesian flag. [4] Surveillance of Fisheries Monitoring Model Based on Spatial Henrikan based Payload Operation Fish (tons) is dominated at WPP WPP RI number 718, 715 and 716. Suggestion: To find comprehensive information suggested that a more in-depth research on illegal fishing in the waters of eastern Indonesia on an ongoing basis. ACKNOWLEDGEMENTS The authors acknowledge the Board of Research and Public Services - Higher Education (LP2M-DIKTI), Ministry of Education and Culture of the Republic of Indonesia for financial support of this research. REFERENCES [1] Mukhtar, 2011. Landasan koseptual dan mandat pengawasan sumber daya kelautan dan perikananTata Laksana Perikanan Yang Bertanggung Jawab. http://www.goblue.or.id/wp-content/uploads/kode-etik-perikanan-yang-bertanggung-jawab.pdf. Surabaya, 21 Maret 2012. [2] Aronoff, Stanley. 1989. Geographical Information Systems : A Management Perspective. Ottawa, Ontario, Canada : WDL Publications [3] Prasita V. Dj. dan A. Rauf. 2006. Pelatihan ArcView 3.1. Sistem Perencanaan Pembangunan Kelautan dan Perikanan, Biro Perencanaan dan Kerjasama Luar Negeri, Sekretariat Jenderal Departemen Kelautan dan Perikanan Jakarta. [4] http://www.pipp.kkp.go.id/species.html?idkat=9&idsp=62. Sumberdaya Ikan. Pusat Informasi Pelabuhan Perikanan (PIPP) Kementerian Kelautan dan Perikanan Indonesia. Diunduh 25 Juli 2013. [5] Rosana dan Tambun, 2011. Aplikasi Sistem Informasi Geografis Untuk Penyajian Posisi Dan Data Pemeriksaan Kapal Penangkap Iikan Di Wilayah Timur Indonesia. Jurnal Sain dan Teknologi Vol 9 No 1. Surabaya. [6] Rosana N, Prasita V.Dj, Tambun R. 2014 GIS for Monitoring the Operation on Inspection and Termination of Fishing Vessels in the Eastern Indonesian Waters. The International Journal of Engineering and Science. Vol 3-Issue 3, version IV. March 2014. Page 20-28. [7] Tambun, 2010. Aplikasi Sistim Informasi Geografis Untuk Penyajian Data Daerah Penangkapan Ikan Wilayah Timur Indonesia. Skripsi (tidak dipublikasikan). Jurusan Perikanan Fakultas Teknik dan Ilmu Kelautan Universitas Hang Tuah. Surabaya.