{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,30]],"date-time":"2026-03-30T16:54:38Z","timestamp":1774889678052,"version":"3.50.1"},"reference-count":26,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2015,1,16]],"date-time":"2015-01-16T00:00:00Z","timestamp":1421366400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"University of Wisconsin"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Maritime ships operating on-board illumination at night appear as point sources of light to highly sensitive low-light imagers on-board environmental satellites. Unlike city lights or lights from offshore gas platforms, whose locations remain stationary from one night to the next, lights from ships typically are ephemeral. Fishing boat lights are most prevalent near coastal cities and along the thermal gradients in the open ocean. Maritime commercial ships also operate lights that can be detected from space. Such observations have been made in a limited way via U.S. Department of Defense satellites since the late 1960s. However, the Suomi National Polar-orbiting Partnership (S-NPP) satellite, which carries a new Day\/Night Band (DNB) radiometer, offers a vastly improved ability for users to observe commercial shipping in remote areas such as the Arctic. Owing to S-NPP\u2019s polar orbit and the DNB\u2019s wide swath (~3040 km), the same location in Polar Regions can be observed for several successive passes via overlapping swaths\u2014offering a limited ability to track ship motion. Here, we demonstrate the DNB\u2019s improved ability to monitor ships from space. Imagery from the DNB is compared with the heritage low-light sensor, the Operational Linescan System (OLS) on board the Defense Meteorological Support Program (DMSP) satellites, and is evaluated in the context of tracking individual ships in the Polar Regions under both moonlit and moonless conditions. In a statistical sense, we show how DNB observations of ship lights in the East China Sea can be correlated with seasonal fishing activity, while also revealing compelling structures related to regional fishery agreements established between various nations.<\/jats:p>","DOI":"10.3390\/rs70100971","type":"journal-article","created":{"date-parts":[[2015,1,16]],"date-time":"2015-01-16T10:23:36Z","timestamp":1421403816000},"page":"971-989","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":62,"title":["Utilization of the Suomi National Polar-Orbiting Partnership (NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) Day\/Night Band for Arctic Ship Tracking and  Fisheries Management"],"prefix":"10.3390","volume":"7","author":[{"suffix":"III","given":"William","family":"Straka","sequence":"first","affiliation":[{"name":"Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin-Madison, Madison, WI 53706, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Curtis","family":"Seaman","sequence":"additional","affiliation":[{"name":"Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins,  CO 80523, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kimberly","family":"Baugh","sequence":"additional","affiliation":[{"name":"Cooperative Institute for Research in Environmental Sciences, University of Colorado-Boulder, Boulder, CO 80309, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kathleen","family":"Cole","sequence":"additional","affiliation":[{"name":"National Weather Service, Alaska Sea Ice Program, Anchorage, AK 99502, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Stevens","sequence":"additional","affiliation":[{"name":"Geographic Information Network of Alaska, Fairbanks, AK 99775, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven","family":"Miller","sequence":"additional","affiliation":[{"name":"Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins,  CO 80523, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2015,1,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1175\/2009BAMS2897.1","article-title":"Suomi: Pragmatic visionary","volume":"91","author":"Lewis","year":"2010","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1175\/BAMS-87-2-191","article-title":"The NPOESS\/VIIRS day\/night visible sensor","volume":"87","author":"Lee","year":"2006","journal-title":"Bull. Am. Meteor. Soc."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"12705","DOI":"10.1002\/2013JD020475","article-title":"Suomi NPP VIIRS Day and Night Band (DNB) on-orbit performance","volume":"118","author":"Liao","year":"2013","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_4","unstructured":"Mills, S., Jacobson, E., Jaron, J., McCarthy, J., Ohnuki, T., Plonski, M., Searcy, D., and Weiss, S. (2010, January 16\u201321). Calibration of the VIIRS Day\/Night Band (DNB). Proceedings of American Meteorological Society 6th Annual Symposium on Future National Operational Environmental Satellite Systems-NPOESS and GOES-R, Atlanta, GA, USA."},{"key":"ref_5","unstructured":"Jacobson, E., Ibara, A., Lucas, M., Menzel, R., Murphey, H., Yin, F., and Yokoyama, K. (2010, January 20). Operation and characterization of the Day\/Night Band (DNB) for the NPP Visible\/Infrared Imager Radiometer Suite (VIIRS). Proceedings of The 6th Annual Symposium on Future National Operational Environmental Satellite Systems-NPOESS and GOES-R, Boston, MA, USA."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"6717","DOI":"10.3390\/rs5126717","article-title":"Illuminating the Capabilities of the Suomi National Polar-Orbiting Partnership (NPP) Visible Infrared Imaging Radiometer Suite (VIIRS) day\/night band","volume":"5","author":"Miller","year":"2013","journal-title":"Remote Sens."},{"key":"ref_7","unstructured":"Commandant, U.C.G. (1999). International Regulations for Prevention of Collisions at Sea, 1972 (72 Colregs), Commandant Instruction M 16672."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1016\/S0065-2881(01)39010-7","article-title":"Remote sensing of the global light-fishing fleet: An analysis of interactions with oceanography, other fisheries and predators","volume":"39","author":"Rodhouse","year":"2001","journal-title":"Adv. Mar. Biol."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"173","DOI":"10.3354\/meps276173","article-title":"Use of nighttime visible images to detect Japanese common squid Todarodes pacificus fishing areas and potential migration routes in the Sea of Japan","volume":"276","author":"Kiyofuji","year":"2004","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1016\/j.rse.2004.02.006","article-title":"Quantifying light-fishing for Dosidicus gigas in the eastern Pacific using satellite remote sensing","volume":"91","author":"Waluda","year":"2004","journal-title":"Remote Sens. Environ."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"592","DOI":"10.1139\/f02-049","article-title":"Throwing light on straddling stocks of Illex argentinus: Assessing fishing intensity with satellite imagery","volume":"59","author":"Waluda","year":"2002","journal-title":"Can. J. Fish. Aquat. Sci."},{"key":"ref_12","unstructured":"Nordenski\u00f6ld, A.E., and Leslie, A. (1885). The Voyage of the Vega Round Asia and Europe, Macmillan and Co."},{"key":"ref_13","unstructured":"Pavlenko, V.I., Glukhareva, E.K., and Kutsenko, S.Y. (2012, January 17\u201323). Development of the arctic fleet in the Russian Federation. Proceedings of The Twenty-second International Offshore and Polar Engineering Conference, Rhodes (Rodos), Greece."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Kent, E., Hall, A.D., and Leader, V.T.T. (2010, January 22\u201326). The Voluntary Observing Ship (VOS) scheme. Proceedings from the 2010 AGU Ocean Sciences Meeting, Portland, OR, USA.","DOI":"10.5270\/OceanObs09.cwp.48"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.jsr.2008.02.027","article-title":"Reducing commercial fishing deck hazards with engineering solutions for winch design","volume":"39","author":"Lincoln","year":"2008","journal-title":"J. Saf. Res."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1002\/ajim.10010","article-title":"Is it safe on deck? Fatal and non-fatal workplace injuries among Alaskan commercial fishermen","volume":"40","author":"Thomas","year":"2001","journal-title":"Am. J. Ind. Med."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"15706","DOI":"10.1073\/pnas.1207034109","article-title":"Suomi satellite brings to light a unique frontier of environmental imaging capabilities","volume":"109","author":"Miller","year":"2012","journal-title":"Proc. Nat. Acad. Sci."},{"key":"ref_18","unstructured":"United Nations Convention on the Law of the Sea, UN Doc A\/CONF.62\/122 (1982). Available online:http:\/\/legal.un.org\/diplomaticconferences\/lawofthesea-1982\/docs\/vol_XVII\/a_conf-62_122_CONVENTION.pdf."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Kim, S.P. (2004). Maritime Delimitation and Interim Arrangements in North East Asia, Martinus Nijhoff Publishers.","DOI":"10.1163\/9789047404804"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/S0308-597X(02)00084-2","article-title":"The United Nation convention on the law of the sea and fishery relations between Korea, Japan and China","volume":"27","author":"Kang","year":"2003","journal-title":"Mar. Policy"},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/S0308-597X(02)00086-6","article-title":"Sino-Japanese joint fishery management in the East China Sea","volume":"27","author":"Keyuan","year":"2003","journal-title":"Marine Policy"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/S0308-597X(02)00082-9","article-title":"The UN convention on the law of the sea and new fisheries agreements in north East Asia","volume":"27","author":"Kim","year":"2003","journal-title":"Marine Policy"},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Xue, G. (2005). China and International Fisheries Law and Policy, Martinus Nijhoff Publishers.","DOI":"10.1163\/9789047416197"},{"key":"ref_24","first-page":"727","article-title":"Mapping city lights with nighttime data from the DMSP operational linescan system","volume":"63","author":"Elvidge","year":"1997","journal-title":"Photogramm. Eng. Remote Sens."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"70","DOI":"10.7125\/APAN.35.8","article-title":"Nighttime lights compositing using the VIIRS day-night band: Preliminary results","volume":"35","author":"Baugh","year":"2013","journal-title":"Proc. Asia-Pacific Adv. Netw."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Guo, X., Zhu, X., Wu, Q., and Huang, D. (2012). The Kuroshio nutrient stream and its temporal variation in the East China Sea. J. Geophys. Res. Oceans (1978\u20132012), 117.","DOI":"10.1029\/2011JC007292"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/7\/1\/971\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T20:41:42Z","timestamp":1760215302000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/7\/1\/971"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1,16]]},"references-count":26,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2015,1]]}},"alternative-id":["rs70100971"],"URL":"https:\/\/doi.org\/10.3390\/rs70100971","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,16]]}}}