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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">gesj</journal-id><journal-title-group><journal-title xml:lang="en">GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</journal-title><trans-title-group xml:lang="ru"><trans-title>GEOGRAPHY, ENVIRONMENT, SUSTAINABILITY</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2071-9388</issn><issn pub-type="epub">2542-1565</issn><publisher><publisher-name>Russian Geographical Society</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.24057/2071-9388-2020-199</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-1862</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>REVIEW PAPER</subject></subj-group></article-categories><title-group><article-title>Seasonal Monitoring Of Chlorophyll-A With Landsat 8 Oli In The Madura Strait, Pasuruan, East Java, Indonesia</article-title><trans-title-group xml:lang="ru"><trans-title></trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Darmawan</surname><given-names>Arief</given-names></name></name-alternatives><bio xml:lang="en"><p>Lecturer of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science</p><p>Jl. Veteran, 65145, Malang</p></bio><email xlink:type="simple">ariefdarma@ub.ac.id</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Herawati</surname><given-names>Endang Yuli</given-names></name></name-alternatives><bio xml:lang="en"><p>Lecturer of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science</p><p>Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Azkiya</surname><given-names>Millati</given-names></name></name-alternatives><bio xml:lang="en"><p>Student of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science.</p><p>Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Nur Cahyani</surname><given-names>Rizka</given-names></name></name-alternatives><bio xml:lang="en"><p>Student of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science.</p><p>Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Aryani</surname><given-names>Siti Hasanah</given-names></name></name-alternatives><bio xml:lang="en"><p>Student of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science.Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Fradaningtyas</surname><given-names>.</given-names></name></name-alternatives><bio xml:lang="en"><p>Student of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science.Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Hardiyanti</surname><given-names>Citra Anjani</given-names></name></name-alternatives><bio xml:lang="en"><p>Student of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science.</p><p>Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Mey Dwiyanti</surname><given-names>Retno Suminar</given-names></name></name-alternatives><bio xml:lang="en"><p>Student of Dept. Aquatic Resource Management, Faculty of Fisheries and Marine Science.Jl. Veteran, 65145, Malang</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>Univ. Brawijaya</institution><country>Indonesia</country></aff><pub-date pub-type="collection"><year>2021</year></pub-date><pub-date pub-type="epub"><day>04</day><month>07</month><year>2021</year></pub-date><volume>14</volume><issue>2</issue><fpage>22</fpage><lpage>29</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Darmawan A., Herawati E., Azkiya M., Nur Cahyani R., Aryani S., Fradaningtyas .., Hardiyanti C., Mey Dwiyanti R., 2021</copyright-statement><copyright-year>2021</copyright-year><copyright-holder xml:lang="ru">Darmawan A., Herawati E., Azkiya M., Nur Cahyani R., Aryani S., Fradaningtyas .., Hardiyanti C., Mey Dwiyanti R.</copyright-holder><copyright-holder xml:lang="en">Darmawan A., Herawati E., Azkiya M., Nur Cahyani R., Aryani S., Fradaningtyas .., Hardiyanti C., Mey Dwiyanti R.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://ges.rgo.ru/jour/article/view/1862">https://ges.rgo.ru/jour/article/view/1862</self-uri><abstract><p>Chlorophyll-a (Chl-a) is a type of pigment is most common and predominant in all oxygen-evolving photosynthetic organisms such as higher plants, red and green algae. The concentrations of high chlorophyll-a (Chl-a) in coastal waters tend to be lower offshore due to land through river water runoff. The Madura Strait is one of the Indonesian basins that is widely used for fisheries activity, which directly impacts and puts quite high pressure on the aquatic resources. In addition, the development of urban areas and changes of land use in the hinterland areas of East Java Province due to increasing population are also intensive. The objectives of this research were: (1) to map the distribution of chlorophyll-a, its concentration and dynamics in the Madura Strait near the Pasuruan coastal area using remote sensing for both dry and rainy seasons, (2) figure out the influence of rivers or other oceanographic factors that may occur, and (3) calculate the accuracy of the estimation compared to the field data. The Landsat 8 OLI imagery was used to determine the concentration of Chl-a and analyze its seasonal spatial distribution pattern. The results show that (1) spatial distribution of chlorophyll-a (Chl-a), its concentration and dynamics in the Madura Strait waters near the Pasuruan coastal area varies between dry and rainy months or seasons, (2) input from rivers, waves, tidal level, and eddy circulation constitute the oceanographic parameters that influence the spatial distribution pattern of chlorophyll-a (Chl-a) in the Madura Strait waters near the Pasuruan coastal area, and (3) validation of the estimated Chl-a concentrations from Landsat 8 OLI using field data has shown RMSE value of 0.49.</p></abstract><kwd-group xml:lang="en"><kwd>Chlorophyll-a</kwd><kwd>Landsat 8</kwd><kwd>remote sensing</kwd><kwd>spatial distribution</kwd><kwd>Madura</kwd></kwd-group><funding-group><funding-statement xml:lang="en">The authors would like to acknowledge the University of Brawijaya for research funding (Professor and Doctor Research Grant Program: No:35/2020) and the supporting team: Muhammad Bayu Krisnahadi and Wahyudi Arif</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Buditama G., Damayanti A., and Pin T.G. 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