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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">hydrophysics</journal-id><journal-title-group><journal-title xml:lang="ru">Фундаментальная и прикладная гидрофизика</journal-title><trans-title-group xml:lang="en"><trans-title>Fundamental and Applied Hydrophysics</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2073-6673</issn><issn pub-type="epub">2782-5221</issn><publisher><publisher-name>St. Petersburg Research Center of the Russian Academy of Sciences</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.59887/fpg/9mg5-run6-4zr8</article-id><article-id custom-type="elpub" pub-id-type="custom">hydrophysics-698</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>ГИДРОФИЗИЧЕСКИЕ И БИОГЕОХИМИЧЕСКИЕ ПОЛЯ И ПРОЦЕССЫ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>HYDROPHYSICAL AND BIOGEOCHEMICAL FIELDS AND PROCESSES</subject></subj-group></article-categories><title-group><article-title>Трехмерная ретроспективная оценка биогеохимической динамики азота и фосфора в экосистеме Онежского озера за период с 1985 по 2015 гг. Часть II: Сезонная динамика и пространственные особенности; интегральные потоки</article-title><trans-title-group xml:lang="en"><trans-title>Three-Dimensional Hindcast of Nitrogen and Phosphorus Biogeochemical Dynamics in Lake Onego Ecosystem, 1985–2015. Part II: Seasonal Dynamics and Spatial Features; Integral Fluxes</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Савчук</surname><given-names>О. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Savchuk</surname><given-names>O. P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>г. Стокгольм, 10691</p></bio><bio xml:lang="en"><p>Stockholm, 10691</p></bio><email xlink:type="simple">oleg.savchuk@su.se</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Исаев</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Isaev</surname><given-names>A. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>117997, Нахимовский пр., д. 36, г. Москва</p></bio><bio xml:lang="en"><p>117997, Nahimovsky Pr., 36, Moscow</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Филатов</surname><given-names>Н. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Filatov</surname><given-names>N. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>185030, г. Петрозаводск, пр. Александра Невского, д. 50, Республика Карелия</p></bio><bio xml:lang="en"><p>185030, Pr. Al. Nevskogo, 50, Petrozavodsk</p></bio><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Балтик Нест Институт Стокгольмского университета</institution><country>Швеция</country></aff><aff xml:lang="en"><institution>Baltic Nest Institute, Stockholm University Baltic Sea Centre</institution><country>Sweden</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Институт океанологии им. П.П. Ширшова РАН</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Shirshov Institute of Oceanology, Russian Academy of Sciences</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Институт водных проблем Севера, Карельский научный центр РАН</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Northern Water Problems Institute, Karelian Research Center, Russian Academy of Sciences</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>25</day><month>06</month><year>2022</year></pub-date><volume>15</volume><issue>2</issue><fpage>98</fpage><lpage>109</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Савчук О.П., Исаев А.В., Филатов Н.Н., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Савчук О.П., Исаев А.В., Филатов Н.Н.</copyright-holder><copyright-holder xml:lang="en">Savchuk O.P., Isaev A.V., Filatov N.N.</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://hydrophysics.spbrc.ru/jour/article/view/698">https://hydrophysics.spbrc.ru/jour/article/view/698</self-uri><abstract><p>Для многолетнего реанализа экосистемы Онежского озера была использована трехмерная объединенная гидродинамическая биогеохимическая модель круговоротов азота и фосфора. Сопоставление моделирования и разрозненных нерегулярных наблюдений, представленное в первой части статьи, продемонстрировало достоверность восстановленных временных и пространственных особенностей биогеохимической динамики в многолетнем масштабе. В данной работе представлена сезонная динамика компонентов экосистемы и биогеохимических потоков. В качестве новой региональной фенологической информации дана количественная оценка весеннего цветения фитопланктона, которое ранее упускалось из виду, но достигает максимума 500 ± 128 мгC м–2 сут–1 в мае, что составляет примерно половину годовой первичной продукции озера в размере 17,0–20,6. гC м–2 год‑1, и вызывается увеличением доступности света, а не незначительным повышением температуры воды. Когерентные балансы питательных веществ обеспечивают надежные оценки времени пребывания фосфора и азота в 47 и 17 лет соответственно. Более короткое время пребывания азота объясняется денитрификацией отложений, которая в Онежском озере удаляет более 90 % биодоступного поступления азота, но часто игнорируется при исследованиях других крупных озер. Общая оценка работоспособности модели позволяет считать ее необходимым и надежным инструментом для сценарного моделирования возможных изменений экосистемы Онежского озера в требуемых пространственных и временных масштабах.</p></abstract><trans-abstract xml:lang="en"><p>A three-dimensional coupled hydrodynamical biogeochemical model of the nitrogen and phosphorus cycles has been used for a long-term reanalysis of the Lake Onego ecosystem. The comparison between simulation and sparse irregular observations, presented in the first part of this paper, demonstrated plausibility of the reconstructed temporal and spatial features of biogeochemical dynamics at a long-term scale, while seasonal dynamics of variables and fluxes are presented here. As new regional phonological knowledge, the reanalysis quantifies that the spring phytoplankton bloom, previously overlooked, reaches a maximum of 500 ± ± 128 mg C m–2 d–1 in May, contributes to approximately half of the lake’s annual primary production of 17.0–20.6 g C m–2 yr–1, and is triggered by increasing light availability rather than by an insignificant rise in water temperature. Coherent nutrient budgets provide reliable estimates of phosphorus and nitrogen residence times of 47 and 17 years, respectively. The shorter nitrogen residence time is explained by sediment denitrification, which in Lake Onego removes over 90 % of the bioavailable nitrogen input, but is often ignored in studies of other large lakes. An overall assessment of the model performance allows us considering the model a necessary and reliable tool for scenario simulations of possible changes in the Lake Onego ecosystem at the requested spatial and temporal scales.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>Онежское озеро</kwd><kwd>азот</kwd><kwd>фосфор</kwd><kwd>биогеохимические циклы</kwd><kwd>математическое моделирование</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Lake Onego</kwd><kwd>nitrogen</kwd><kwd>phosphorus</kwd><kwd>biogeochemical cycles</kwd><kwd>mathematical modeling</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">The author O.S. was supported by the Swedish Agency for Marine and Water Management through their grant 1:11—Measures for the marine and water environment. The author A.I. conducted the present study within the framework of state assignment (Theme No. FMWE‑2021–0014). The author N.F. conducted the present study within the framework of state assignment (Theme No. FMEN‑2021–0007).</funding-statement><funding-statement xml:lang="en">The author O.S. was supported by the Swedish Agency for Marine and Water Management through their grant 1:11—Measures for the marine and water environment. The author A.I. conducted the present study within the framework of state assignment (Theme No. FMWE‑2021–0014). The author N.F. conducted the present study within the framework of state assignment (Theme No. FMEN‑2021–0007).</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">Meier H.E.M., Kniebusch M., Dieterich C., et al. Climate change in the Baltic Sea region: a summary // Earth System Dynamics. Copernicus GmbH, 2022. Vol. 13, N 1. 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