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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="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">kamniro</journal-id><journal-title-group><journal-title xml:lang="ru">Исследования водных биологических ресурсов Камчатки и северо-западной части Тихого океана</journal-title><trans-title-group xml:lang="en"><trans-title>The researches of the aquatic biological resources of Kamchatka and the North-West Part of the Pacific Ocean</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2072-8212</issn><issn pub-type="epub">2782-6236</issn><publisher><publisher-name>«КамчатНИРО»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.15853/2072-8212.2025.79.57-67</article-id><article-id custom-type="edn" pub-id-type="custom">UHVRTD</article-id><article-id custom-type="elpub" pub-id-type="custom">kamniro-296</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="ru"><subject>ОРИГИНАЛЬНЫЕ НАУЧНЫЕ СТАТЬИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>FULL ARTICLES</subject></subj-group></article-categories><title-group><article-title>Аэрофотовизуальные исследования с помощью БПЛА для оценки численности нерки в бассейне озера Азабачьего</article-title><trans-title-group xml:lang="en"><trans-title>Aerial photovisual surveys using UAVs to assess sockeye salmon stock abundance in the basin of Azabachye Lake</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5469-7382</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Фадеев</surname><given-names>Е. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Fadeev</surname><given-names>E. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Фадеев Евгений Сергеевич — канд. биол. наук, вед. науч. сотрудник</p><p>Петропавловск-Камчатский</p></bio><bio xml:lang="en"><p>Evgeny S. Fadeev – Ph. D. (Biology), Leading Researcher</p><p>Petropavlovsk-Kamchatsky</p></bio><email xlink:type="simple">e.fadeev@kamniro.vniro.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0001-2349-0394</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Потапов</surname><given-names>А. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Potapov</surname><given-names>A. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Потапов Александр Сергеевич — ст. специалист</p><p>Петропавловск-Камчатский</p></bio><bio xml:lang="en"><p>Alexander S. Potapov – Senior Specialist</p><p>Petropavlovsk-Kamchatsky</p></bio><email xlink:type="simple">a.potapov@kamniro.vniro.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Камчатский филиал Всероссийского научно-исследовательского института рыбного хозяйства и океанографии (КамчатНИРО)<country>Россия</country></aff><aff xml:lang="en">Kamchatka Branch of Russian Federal Research Institute of Fisheries and Oceanography (KamchatNIRO)<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>04</day><month>03</month><year>2026</year></pub-date><volume>0</volume><issue>79</issue><fpage>57</fpage><lpage>67</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Фадеев Е.С., Потапов А.С., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Фадеев Е.С., Потапов А.С.</copyright-holder><copyright-holder xml:lang="en">Fadeev E.S., Potapov A.S.</copyright-holder><license 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://kamniro.elpub.ru/jour/article/view/296">https://kamniro.elpub.ru/jour/article/view/296</self-uri><abstract><p>В работе представлен опыт применения беспилотных летательных аппаратов (БПЛА) различного типа для аэрофотовизуального учета производителей нерки (Oncorhynchus nerka) в бассейне озера Азабачьего (Камчатский край). Целью исследований являлась оценка эффективности дистанционного мониторинга в условиях различной прозрачности воды и пространственной разобщенности нерестовых участков ранней и поздней форм нерки. Учет ранней формы нерки проводился в два этапа: в конце июня — для оценки скоплений нерки в устьевых зонах малых притоков, и в середине июля — на основных нерестилищах крупного притока озера, р. Бушуйки, при оптимальной прозрачности воды. Для поздней формы нерки аэрофотосъемка проведена в третьей декаде августа по акватории озера и руслу р. Бушуйки. Полученные данные сопоставлены с результатами гидро­ акустического мониторинга. Анализ показал высокую согласованность методов и подтвердил практическую пригодность БПЛА для точного учета нерестовых группировок даже в сложных гидрологических условиях. Технология продемонстрировала высокую оперативность, репрезентативность и потенциал для дальнейшего внедрения в систему мониторинга тихоокеанских лососей.</p></abstract><trans-abstract xml:lang="en"><p>Experience of the use of different unmanned aerial vehicles (UAVs) in the aerial assessment of sockeye salmon Oncorhynchus nerka spawners in the basin of the Azabachye Lake, Kamchatka Territory, is described in this article. The purpose of the research was to assess efficiency of remote monitoring in case of changing water transparency and spatial disunity of spawning grounds for early and late spawning sockeye salmon morphs. Assessment of the early morph was carried out in two stages: in late June to assess sockeye salmon aggregations in the outlet zones of small tributaries and in mid July to assess them in major spawning grounds of the Bushuyka, large tributary of the lake, in terms of optimal water transparency. Assessment of the late morph was carries out in the third decade of August in the waters of the lake and in the main body of the Bushuyka. Obtained results were compared to results of hydroacoustic monitoring. The analysis has demonstrated a high consistency of the methods used and confirmed practical suitability of the UAVs to assess spawning aggregations accurately even in case of hard hydrological conditions. The use technology has demonstrated high efficiency, representativeness, and potential for further implementation in the Pacific salmon monitoring system.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>тихоокеанские лососи</kwd><kwd>производители</kwd><kwd>нерка</kwd><kwd>БПЛА</kwd><kwd>озеро Азабачье</kwd><kwd>нерест</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Pacific salmon</kwd><kwd>spawners</kwd><kwd>sockeye salmon</kwd><kwd>UAVs</kwd><kwd>Azabachye Lake</kwd><kwd>spawning</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Бугаев В.Ф. 1995. Азиатская нерка (пресноводный период жизни, структура локальных стад, динамика численности). М.: Колос. 464 с. EDN: XZHUWD.</mixed-citation><mixed-citation xml:lang="en">Bugaev V.F. 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