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      Illuminating dark fishing fleets in North Korea

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          Abstract

          Multisensor satellite technologies reveal large-scale illegal fishing in some of the world’s least monitored waters.

          Abstract

          Illegal, unreported, and unregulated fishing threatens resource sustainability and equity. A major challenge with such activity is that most fishing vessels do not broadcast their positions and are “dark” in public monitoring systems. Combining four satellite technologies, we identify widespread illegal fishing by dark fleets in the waters between the Koreas, Japan, and Russia. We find >900 vessels of Chinese origin in 2017 and >700 in 2018 fished illegally in North Korean waters, catching an estimated amount of Todarodes pacificus approximating that of Japan and South Korea combined (>164,000 metric tons worth >$440 million). We further find ~3000 small-scale North Korean vessels fished, mostly illegally, in Russian waters. These results can inform independent oversight of transboundary fisheries and foreshadow a new era in satellite monitoring of fisheries.

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          A review on image segmentation techniques

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            Image analysis using mathematical morphology.

            For the purposes of object or defect identification required in industrial vision applications, the operations of mathematical morphology are more useful than the convolution operations employed in signal processing because the morphological operators relate directly to shape. The tutorial provided in this paper reviews both binary morphology and gray scale morphology, covering the operations of dilation, erosion, opening, and closing and their relations. Examples are given for each morphological concept and explanations are given for many of their interrelationships.
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              Automatic Boat Identification System for VIIRS Low Light Imaging Data

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                Author and article information

                Journal
                Sci Adv
                Sci Adv
                SciAdv
                advances
                Science Advances
                American Association for the Advancement of Science
                2375-2548
                July 2020
                22 July 2020
                : 6
                : 30
                : eabb1197
                Affiliations
                [1 ]Global Fishing Watch, Washington, DC 20036, USA.
                [2 ]Korea Maritime Institute, Busan, South Korea.
                [3 ]Australian National Centre for Ocean Resources and Security, University of Wollongong, Wollongong, NSW 2522, Australia.
                [4 ]Environmental Studies Department, University of California at Santa Cruz, Santa Cruz, CA 95064, USA.
                [5 ]Marine Geospatial Ecology Lab, Nicholas School of the Environment, Duke University, Durham, NC 27708, USA.
                [6 ]SkyTruth, Shepherdstown, WV 25443, USA.
                [7 ]Japan Fisheries Research and Education Agency, Yokohama, Japan.
                [8 ]Planet Labs, San Francisco, CA 94107, USA.
                Author notes
                [* ]Corresponding author. Email: jaeyoon@ 123456globalfishingwatch.org
                [†]

                These authors contributed equally to this work.

                Author information
                http://orcid.org/0000-0002-2203-2666
                http://orcid.org/0000-0002-2628-2646
                http://orcid.org/0000-0002-4303-8274
                http://orcid.org/0000-0003-2456-1286
                http://orcid.org/0000-0001-7376-8836
                http://orcid.org/0000-0002-7921-7274
                http://orcid.org/0000-0002-3897-341X
                http://orcid.org/0000-0001-9030-2544
                http://orcid.org/0000-0002-7915-7574
                http://orcid.org/0000-0003-1361-8726
                http://orcid.org/0000-0002-5944-2482
                http://orcid.org/0000-0001-9402-6233
                http://orcid.org/0000-0003-1876-4431
                http://orcid.org/0000-0002-1752-9141
                Article
                abb1197
                10.1126/sciadv.abb1197
                7455503
                32923605
                43adf203-c7ae-4ea5-9ec3-c92903babe73
                Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC).

                This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license, which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.

                History
                : 31 January 2020
                : 05 June 2020
                Funding
                Funded by: doi http://dx.doi.org/10.13039/100012107, Waterloo Foundation;
                Funded by: doi http://dx.doi.org/10.13039/100014839, Marisla Foundation;
                Funded by: doi http://dx.doi.org/10.13039/100015283, Bloomberg Philanthropies;
                Funded by: doi http://dx.doi.org/10.13039/501100001777, University of Wollongong;
                Funded by: Oceans 5;
                Funded by: Sustaining Coastal and Marine Zones;
                Categories
                Research Article
                Research Articles
                SciAdv r-articles
                Environmental Studies
                Custom metadata
                Mjoy Azul

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