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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">10.24057/2071-9388-2018-88</article-id><article-id custom-type="elpub" pub-id-type="custom">gesj-746</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>SPECIAL ISSUE</subject></subj-group></article-categories><title-group><article-title>Effects Of The 2015–2016 El Niño Event On Energy And CO2 Fluxes Of A Tropical Rainforest In Central Sulawesi, 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>Gushchina</surname><given-names>Daria</given-names></name></name-alternatives><bio xml:lang="en"><p>Faculty of Geography.</p><p>Moscow.</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>Heimsch</surname><given-names>Florian</given-names></name></name-alternatives><bio xml:lang="en"><p>Bioclimatology.</p><p>Goettingen.</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Osipov</surname><given-names>Alexander</given-names></name></name-alternatives><bio xml:lang="en"><p>Faculty of Geography.</p><p>Moscow.</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>June</surname><given-names>Tania</given-names></name></name-alternatives><bio xml:lang="en"><p>Department of Geophysics and Meteorology.</p><p>Bogor.</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Rauf</surname><given-names>Abdul</given-names></name></name-alternatives><bio xml:lang="en"/><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Kreilein</surname><given-names>Heiner</given-names></name></name-alternatives><bio xml:lang="en"><p>Bioclimatology.</p><p>Goettingen.</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Panferov</surname><given-names>Oleg</given-names></name></name-alternatives><bio xml:lang="en"><p>Department of Climatology and Climate Protection, Faculty of Life Sciences and Engineering.</p><p>Bingen am Rhein.</p></bio><xref ref-type="aff" rid="aff-5"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="western" xml:lang="en"><surname>Olchev</surname><given-names>Alexander</given-names></name></name-alternatives><bio xml:lang="en"><p>Faculty of Geography.</p><p>Moscow.</p></bio><email xlink:type="simple">aoltche@gmail.com</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>Knohl</surname><given-names>Alexander</given-names></name></name-alternatives><bio xml:lang="en"><p>Bioclimatology.</p><p>Goettingen.</p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff xml:lang="en" id="aff-1"><institution>Moscow  State University</institution><country>Russian Federation</country></aff><aff xml:lang="en" id="aff-2"><institution>University of Goettingen</institution><country>Germany</country></aff><aff xml:lang="en" id="aff-3"><institution>Bogor Agricultural University</institution><country>Indonesia</country></aff><aff xml:lang="en" id="aff-4"><institution>Universitas Tadulako</institution><country>Indonesia</country></aff><aff xml:lang="en" id="aff-5"><institution>University of Applied Sciences</institution><country>Germany</country></aff><pub-date pub-type="collection"><year>2019</year></pub-date><pub-date pub-type="epub"><day>05</day><month>07</month><year>2019</year></pub-date><volume>12</volume><issue>2</issue><fpage>183</fpage><lpage>196</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Gushchina D., Heimsch F., Osipov A., June T., Rauf A., Kreilein H., Panferov O., Olchev A., Knohl A., 2019</copyright-statement><copyright-year>2019</copyright-year><copyright-holder xml:lang="ru">Gushchina D., Heimsch F., Osipov A., June T., Rauf A., Kreilein H., Panferov O., Olchev A., Knohl A.</copyright-holder><copyright-holder xml:lang="en">Gushchina D., Heimsch F., Osipov A., June T., Rauf A., Kreilein H., Panferov O., Olchev A., Knohl A.</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/746">https://ges.rgo.ru/jour/article/view/746</self-uri><abstract><p>The influence  of the very strong 2015–16 El Niño event on local and regional meteorological   conditions,  as  well as  on  energy and CO2   fluxes in  a  mountainous primary  tropical  rainforest  was investigated  using ERA-Interim  reanalysis  data as well as meteorological  and eddy covariance  flux measurements   from  Central Sulawesi  in Indonesia. The El Niño event led to a strong increase of incoming monthly solar radiation and air temperature, simultaneously with the increasing Niño4 index. Monthly precipitation first strongly decreased  and then increased  reaching  a maximum  in 3–4 months after El  Niño culmination.  Ecosystem  respiration  increased  while gross  primary  production showed only a weak response  to the El  Niño event resulting  in a positive  anomaly  of net ecosystem CO2 exchange (reduced CO2 uptake). The changes of key meteorological parameters and fluxes caused  by the strong  El Niño event of 2015–16  differed from the effects  of moderate  El Niño events  observed  during  the period  2003-2008,  where net ecosystem CO2 exchange  remained largely unaffected. In contrast to earlier moderate  El Niño events, the strong El Niño 2015–16 affected mostly the air temperature  resulting  in a weakening of the net carbon  sink at the rainforest site in Central Sulawesi, Indonesia.</p></abstract><kwd-group xml:lang="en"><kwd>El Niño Southern  Oscillation</kwd><kwd>Niño4</kwd><kwd>tropical  rainforest</kwd><kwd>eddy covariance flux measurements</kwd><kwd>energy and CO2 fluxes</kwd></kwd-group><funding-group><funding-statement xml:lang="en">The  study  was  supported by  the  German  Research Foundation (DFG)  under the  projects "Stability  of  Rainforest Margins in Indonesia",  STORMA (Collaborative German-Indonesian  Research Center CRC 552), "Ecological  and Socioeconomic Functions of Tropical Lowland Rainforest Transformation Systems  (Sumatra, Indonesia)" (Collaborative  German-Indonesian Research Center CRC 990) and “BaririFlux” (KN 582/8-1), as  well  as  by  Lomonosov Moscow  State University (grant No. АААА-А16-116032810086-4). The authors would like to thank Pak Dudin, Pak Ore, Ibu  Aiyen Tjoa, Dietmar Fellert and Edgar Tunsch for assistance with field measurements</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">Alisov B.P. (1954). Die Klimate der Erde. Berlin: Deutscher Verlag der Wissenschaften. 277 pp.</mixed-citation><mixed-citation xml:lang="en">Alisov B.P. (1954). Die Klimate der Erde. Berlin: Deutscher Verlag der Wissenschaften. 277 pp.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Aubinet M., Vesala T. and Papale D. (2012). Eddy covariance. A practical guide to measurement and data analysis. Springer. 438 pp.</mixed-citation><mixed-citation xml:lang="en">Aubinet M., Vesala T. and Papale D. (2012). Eddy covariance. A practical guide to measurement and data analysis. Springer. 438 pp.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Ashok K., Behera S. K., Rao S. A., Weng H., Yamagata T. (2007). El Niño Modoki and its possible teleconnection. Journal of Geophysical Research, 112, C11007.</mixed-citation><mixed-citation xml:lang="en">Ashok K., Behera S. K., Rao S. A., Weng H., Yamagata T. (2007). El Niño Modoki and its possible teleconnection. Journal of Geophysical Research, 112, C11007.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Chatfield C. (2004). The Analysis of Time series, An Introduction, 6th ed. New York: Chapman &amp; Hall/CRC, 333 pp.</mixed-citation><mixed-citation xml:lang="en">Chatfield C. (2004). The Analysis of Time series, An Introduction, 6th ed. New York: Chapman &amp; Hall/CRC, 333 pp.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Chen D. and Chen H.W. (2013) Using the Koppen classification to quantify climate variation and change: An example for 1901-2010. Environmental Development, 6, pp. 69-79</mixed-citation><mixed-citation xml:lang="en">Chen D. and Chen H.W. (2013) Using the Koppen classification to quantify climate variation and change: An example for 1901-2010. Environmental Development, 6, pp. 69-79</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Ciais P., Piao S.-L., Cadule P., Friedlingstein P., and Chedin A. (2009). Variability and recent trends in the African terrestrial carbon balance. Biogeosciences, 6, pp. 1935-1948.</mixed-citation><mixed-citation xml:lang="en">Ciais P., Piao S.-L., Cadule P., Friedlingstein P., and Chedin A. (2009). Variability and recent trends in the African terrestrial carbon balance. Biogeosciences, 6, pp. 1935-1948.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Corlett R., Primack R. (2006). Tropical rainforests and the need for cross-continental comparisons. Trends in Ecology and Evolution, 21 (2), pp. 104–110.</mixed-citation><mixed-citation xml:lang="en">Corlett R., Primack R. (2006). Tropical rainforests and the need for cross-continental comparisons. Trends in Ecology and Evolution, 21 (2), pp. 104–110.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Grace J., Lloyd J., McIntyre J., Miranda A., Meir P., Miranda H., Nobre C., Moncrieff J.B., Massheder J.M., Malhi Y., Wright I. and Gash J.C. (1995). Carbon dioxide uptake by an undisturbed tropical rain forest in south-west Amazonia, 1992 to 1993. Science, 270, pp. 778-780.</mixed-citation><mixed-citation xml:lang="en">Grace J., Lloyd J., McIntyre J., Miranda A., Meir P., Miranda H., Nobre C., Moncrieff J.B., Massheder J.M., Malhi Y., Wright I. and Gash J.C. (1995). Carbon dioxide uptake by an undisturbed tropical rain forest in south-west Amazonia, 1992 to 1993. Science, 270, pp. 778-780.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Dee D.P. , Uppala S.M. , Simmons A.J. , Berrisford P., Poli P., Kobayashi S., Andrae U., Balmaseda M.A. , Balsamo G., Bauer P., Bechtold P., Beljaars A.C.M. , van de Berg L., Bidlot J., Bormann N., Delsol C., Dragani R., Fuentes M., Geer A.J., Haimberger L., Healy S.B., Hersbach H., Hólm E.V., Isaksen L., Kållberg P., Köhler M., Matricardi M. , McNally A P. , Monge-Sanz B.M., Morcrette J.-J., Park B.-K., Peubey C., de Rosnay P. , Tavolato C., Thépaut J.-N., Vitart F. (2011). The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Quarterly Journal of the Royal Meteorological Society, 137(656), pp. 553–597. https://doi.org/10.1002/qj.828.</mixed-citation><mixed-citation xml:lang="en">Dee D.P. , Uppala S.M. , Simmons A.J. , Berrisford P., Poli P., Kobayashi S., Andrae U., Balmaseda M.A. , Balsamo G., Bauer P., Bechtold P., Beljaars A.C.M. , van de Berg L., Bidlot J., Bormann N., Delsol C., Dragani R., Fuentes M., Geer A.J., Haimberger L., Healy S.B., Hersbach H., Hólm E.V., Isaksen L., Kållberg P., Köhler M., Matricardi M. , McNally A P. , Monge-Sanz B.M., Morcrette J.-J., Park B.-K., Peubey C., de Rosnay P. , Tavolato C., Thépaut J.-N., Vitart F. (2011). The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Quarterly Journal of the Royal Meteorological Society, 137(656), pp. 553–597. https://doi.org/10.1002/qj.828.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Dewitte B., Gushchina D., du Penhoat Y., Lakeev S. (2002). On the importance of subsurface variability for ENSO simulation and prediction with intermediate coupled models of the tropical pacific: A case study for the 1997-1998 El Niño. Geophysical Research Letters, 29(14). https://doi.org/10.1029/2001GL014452.</mixed-citation><mixed-citation xml:lang="en">Dewitte B., Gushchina D., du Penhoat Y., Lakeev S. (2002). On the importance of subsurface variability for ENSO simulation and prediction with intermediate coupled models of the tropical pacific: A case study for the 1997-1998 El Niño. Geophysical Research Letters, 29(14). https://doi.org/10.1029/2001GL014452.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Diaz H.F., Hoerling M.P., and Eischeid J. K. (2001). ENSO variability, teleconnections and climate change, Int. J. Climatol., 21, pp.1845– 1862, https://doi.org/10.1002/joc.631.</mixed-citation><mixed-citation xml:lang="en">Diaz H.F., Hoerling M.P., and Eischeid J. K. (2001). ENSO variability, teleconnections and climate change, Int. J. Climatol., 21, pp.1845– 1862, https://doi.org/10.1002/joc.631.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Falk U., Ibrom A., Kreilein H., Oltchev A., Gravenhorst G. (2005). Energy and water fluxes above a cacao agroforestry system in Central Sulawesi, Indonesia, indicate effects of land-use change on local climate. Meteorologische zeitschrift, 14(2), pp. 219-225.</mixed-citation><mixed-citation xml:lang="en">Falk U., Ibrom A., Kreilein H., Oltchev A., Gravenhorst G. (2005). Energy and water fluxes above a cacao agroforestry system in Central Sulawesi, Indonesia, indicate effects of land-use change on local climate. Meteorologische zeitschrift, 14(2), pp. 219-225.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Feely R.A., Wanninkhof R., Takahashi T., and Tans P. (1999). Influence of El Niño on the equatorial Pacific contribution to atmospheric CO2 accumulation. Nature, 398, pp. 597-601.</mixed-citation><mixed-citation xml:lang="en">Feely R.A., Wanninkhof R., Takahashi T., and Tans P. (1999). Influence of El Niño on the equatorial Pacific contribution to atmospheric CO2 accumulation. Nature, 398, pp. 597-601.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Food and Agriculture Organization of the United Nations. Global Forest Resources Assessment 2015: How are the world’s forests changing? (Second Edition). (2016). Rome. 54 pp.</mixed-citation><mixed-citation xml:lang="en">Food and Agriculture Organization of the United Nations. Global Forest Resources Assessment 2015: How are the world’s forests changing? (Second Edition). (2016). Rome. 54 pp.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Grace J., Lloyd J., McIntyre J., Miranda A.C., Meir P., Miranda H.S., Nobre C., Moncrieff J., Massheder J., Malhi Y., Wright I., Gash J. (1995). Carbon dioxide uptake by an undisturbed tropical rain in Southwest Amazonia, 1992 to 1993. Science, 270(5237), pp. 778-780.</mixed-citation><mixed-citation xml:lang="en">Grace J., Lloyd J., McIntyre J., Miranda A.C., Meir P., Miranda H.S., Nobre C., Moncrieff J., Massheder J., Malhi Y., Wright I., Gash J. (1995). Carbon dioxide uptake by an undisturbed tropical rain in Southwest Amazonia, 1992 to 1993. Science, 270(5237), pp. 778-780.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Gushchina D.Y, Petrosyants M.A., Semenov E.K. (1997). An empirical model of tropical tropospheric circulation during ENSO. part II. Analysis of evolution of circulation characteristics. Russian Meteorology and Hydrology, 2, pp. 8–18.</mixed-citation><mixed-citation xml:lang="en">Gushchina D.Y, Petrosyants M.A., Semenov E.K. (1997). An empirical model of tropical tropospheric circulation during ENSO. part II. Analysis of evolution of circulation characteristics. Russian Meteorology and Hydrology, 2, pp. 8–18.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Hansen M.C., Potapov P.V., Moore R., Hancher M., Turubanova S.A., Tyukavina A., Thau D., Stehman S.V., Goetz S.J., Loveland T.R., Kommareddy A., Egorov A., Chini L., Justice C.O., Townshend J.R.G. (2013). High-Resolution Global Maps of 21st-Century Forest Cover Change. Science, vol. 342 (6160), pp. 850-853. https://doi.org/10.1126/science.1244693.</mixed-citation><mixed-citation xml:lang="en">Hansen M.C., Potapov P.V., Moore R., Hancher M., Turubanova S.A., Tyukavina A., Thau D., Stehman S.V., Goetz S.J., Loveland T.R., Kommareddy A., Egorov A., Chini L., Justice C.O., Townshend J.R.G. (2013). High-Resolution Global Maps of 21st-Century Forest Cover Change. Science, vol. 342 (6160), pp. 850-853. https://doi.org/10.1126/science.1244693.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Hirano T., Segah H., Harada T., Limin S., June T., Hirata R., Osaki, M. (2007) Carbon dioxide balance of a tropical peat swamp forest in Kalimantan, Indonesia. Glob. Change Biol., 13, pp. 412–425.</mixed-citation><mixed-citation xml:lang="en">Hirano T., Segah H., Harada T., Limin S., June T., Hirata R., Osaki, M. (2007) Carbon dioxide balance of a tropical peat swamp forest in Kalimantan, Indonesia. Glob. Change Biol., 13, pp. 412–425.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Huffman G.J, Adler R.F., Bolvin D.T., Gu G. (2009). Improving the global precipitation record: GPCP Version 2.1. Geophys. Res. Lett., 36, L17808. https://doi.org/10.1029/2009GL040000.</mixed-citation><mixed-citation xml:lang="en">Huffman G.J, Adler R.F., Bolvin D.T., Gu G. (2009). Improving the global precipitation record: GPCP Version 2.1. Geophys. Res. Lett., 36, L17808. https://doi.org/10.1029/2009GL040000.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Ibrom A., Olchev A., June T., Ross T., Kreilein H., Falk U., Merklein J., Twele A., Rakkibu G., Grote S., Rauf A. and Gravenhorst G. (2007). Effects of land-use change on matter and energy exchange between ecosystems in the rain forest margin and the atmosphere. In The stability of tropical rainforest margins: Linking ecological, economic and social constraints. Eds. Tscharntke T., Leuschner C., zeller M., Guhardja E. and Bidin A., Springer Verlag, Berlin, pp. 463 – 492.</mixed-citation><mixed-citation xml:lang="en">Ibrom A., Olchev A., June T., Ross T., Kreilein H., Falk U., Merklein J., Twele A., Rakkibu G., Grote S., Rauf A. and Gravenhorst G. (2007). Effects of land-use change on matter and energy exchange between ecosystems in the rain forest margin and the atmosphere. In The stability of tropical rainforest margins: Linking ecological, economic and social constraints. Eds. Tscharntke T., Leuschner C., zeller M., Guhardja E. and Bidin A., Springer Verlag, Berlin, pp. 463 – 492.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Ibrom A., Oltchev A., June T., Kreilein H., Rakkibu G., Ross Th., Panferov O., Gravenhorst G. (2008) Variation in photosynthetic light-use efficiency in a mountainous tropical rain forest in Indonesia. Tree Physiol., 28, pp. 499–508</mixed-citation><mixed-citation xml:lang="en">Ibrom A., Oltchev A., June T., Kreilein H., Rakkibu G., Ross Th., Panferov O., Gravenhorst G. (2008) Variation in photosynthetic light-use efficiency in a mountainous tropical rain forest in Indonesia. Tree Physiol., 28, pp. 499–508</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Ichii K., Ueyama M., Kondo M., Saigusa N., Kim J., Alberto M.C., Ardö J., Euskirchen E.S., Kang M., Hirano T., Joiner J., Kobayashi H., Marchesini L.B., Merbold L., Miyata A., Saitoh T.M., Takagi K., Varlagin A., Bret-Harte M.S., Kitamura K., Kosugi Y., Kotani A., Kumar K., Li S.G., Machimura T., Matsuura Y., Mizoguchi Y., Ohta T., Mukherjee S., Yanagi Y., Yasuda Y., zhang Y., zhao F. (2017). New data-driven estimation of terrestrial CO2 fluxes in Asia using a standardized database of eddy covariance measurements, remote sensing data, and support vector regression. Journal of Geophysical Research Biogeosciences, 122, pp. 767-795.</mixed-citation><mixed-citation xml:lang="en">Ichii K., Ueyama M., Kondo M., Saigusa N., Kim J., Alberto M.C., Ardö J., Euskirchen E.S., Kang M., Hirano T., Joiner J., Kobayashi H., Marchesini L.B., Merbold L., Miyata A., Saitoh T.M., Takagi K., Varlagin A., Bret-Harte M.S., Kitamura K., Kosugi Y., Kotani A., Kumar K., Li S.G., Machimura T., Matsuura Y., Mizoguchi Y., Ohta T., Mukherjee S., Yanagi Y., Yasuda Y., zhang Y., zhao F. (2017). New data-driven estimation of terrestrial CO2 fluxes in Asia using a standardized database of eddy covariance measurements, remote sensing data, and support vector regression. Journal of Geophysical Research Biogeosciences, 122, pp. 767-795.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Le Quéré C., Moriarty R., Andrew R.M., Peters G.P., Ciais P., Friedlingstein P., Jones S.D., Sitch S., Tans P., Arneth A., Boden T.A., Bopp L., Bozec Y., Canadell J.G., Chevallier F., Cosca C.E., Harris I., Hoppema M., Houghton R.A., House J.I., Jain A., Johannessen T., Kato E., Keeling R.F., Kitidis V., Klein Goldewijk K., Koven C., Landa C.S., Landschützer P., Lenton A., Lima I.D., Marland G., Mathis J.T., Metzl N., Nojiri Y., Olsen A., Ono T., Peters W., Pfeil B., Poulter B., Raupach M.R., Regnier P., Rödenbeck C., Saito S., Salisbury J.E., Schuster U., Schwinger J., Séférian R., Segschneider J., Steinhoff T., Stocker B.D., Sutton A.J., Takahashi T., Tilbrook B., van der Werf G.R., Viovy N., Wang Y.-P., Wanninkhof R.; Wiltshire A., zeng N. (2015). Global carbon budget 2014. Earth System Science Data, 7(1), pp. 47–85.</mixed-citation><mixed-citation xml:lang="en">Le Quéré C., Moriarty R., Andrew R.M., Peters G.P., Ciais P., Friedlingstein P., Jones S.D., Sitch S., Tans P., Arneth A., Boden T.A., Bopp L., Bozec Y., Canadell J.G., Chevallier F., Cosca C.E., Harris I., Hoppema M., Houghton R.A., House J.I., Jain A., Johannessen T., Kato E., Keeling R.F., Kitidis V., Klein Goldewijk K., Koven C., Landa C.S., Landschützer P., Lenton A., Lima I.D., Marland G., Mathis J.T., Metzl N., Nojiri Y., Olsen A., Ono T., Peters W., Pfeil B., Poulter B., Raupach M.R., Regnier P., Rödenbeck C., Saito S., Salisbury J.E., Schuster U., Schwinger J., Séférian R., Segschneider J., Steinhoff T., Stocker B.D., Sutton A.J., Takahashi T., Tilbrook B., van der Werf G.R., Viovy N., Wang Y.-P., Wanninkhof R.; Wiltshire A., zeng N. (2015). Global carbon budget 2014. Earth System Science Data, 7(1), pp. 47–85.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Malhi Y., Mateus J., Migliavacca M., Misson L., Montagnani L., Moncrieff J., Moors E., Munger J.W., Nikinmaa E., Ollinger S.V., Pita G., Rebmann C., Roupsard O., Saigusa N., Sanz M.J., Seufert G., Sierra C., Smith M.-L., Tang J., Valentini R., Vesala T. and Janssens I.A. (2007). CO2 balance of boreal, temperate, and tropical forests derived from a global database. Global Change Biology, 13(12), pp. 2509-2537.</mixed-citation><mixed-citation xml:lang="en">Malhi Y., Mateus J., Migliavacca M., Misson L., Montagnani L., Moncrieff J., Moors E., Munger J.W., Nikinmaa E., Ollinger S.V., Pita G., Rebmann C., Roupsard O., Saigusa N., Sanz M.J., Seufert G., Sierra C., Smith M.-L., Tang J., Valentini R., Vesala T. and Janssens I.A. (2007). CO2 balance of boreal, temperate, and tropical forests derived from a global database. Global Change Biology, 13(12), pp. 2509-2537.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Malhi Y. (2010). The carbon balance of tropical forest regions, 1990–2005. Current Opinion in Environmental Sustainability, 2(4), pp. 237–244.</mixed-citation><mixed-citation xml:lang="en">Malhi Y. (2010). The carbon balance of tropical forest regions, 1990–2005. Current Opinion in Environmental Sustainability, 2(4), pp. 237–244.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Myers N., Mittermeier R.A., Mittermeier C.G., da Fonseca G.A.B., Kent J. (2000) Biodiversity hotspots for conservation priorities. Nature, 403, pp. 853-858. https://doi.org/10.1038/35002501.</mixed-citation><mixed-citation xml:lang="en">Myers N., Mittermeier R.A., Mittermeier C.G., da Fonseca G.A.B., Kent J. (2000) Biodiversity hotspots for conservation priorities. Nature, 403, pp. 853-858. https://doi.org/10.1038/35002501.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Oltchev A., Cermak J., Nadezhdina N., Tatarinov F., Tishenko A., Ibrom A., Gravenhorst G. (2002). Transpiration of a mixed forest stand: field measurements and simulation using SVAT models. Boreal Environmental Reserach, 7(4) , pp. 389-397.</mixed-citation><mixed-citation xml:lang="en">Oltchev A., Cermak J., Nadezhdina N., Tatarinov F., Tishenko A., Ibrom A., Gravenhorst G. (2002). Transpiration of a mixed forest stand: field measurements and simulation using SVAT models. Boreal Environmental Reserach, 7(4) , pp. 389-397.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Olchev A., Ibrom A., Ross T., Falk U., Rakkibu G., Radler K., Grote S., Kreilein H., Gravenhorst G. (2008). A modelling approach for simulation of water and carbon dioxide exchange between multi-species tropical rain forest and the atmosphere. J. Ecological Modelling, 212, pp. 122–130.</mixed-citation><mixed-citation xml:lang="en">Olchev A., Ibrom A., Ross T., Falk U., Rakkibu G., Radler K., Grote S., Kreilein H., Gravenhorst G. (2008). A modelling approach for simulation of water and carbon dioxide exchange between multi-species tropical rain forest and the atmosphere. J. Ecological Modelling, 212, pp. 122–130.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Olchev A., Ibrom A., Panferov O., Gushchina D., Kreilein H., Popov V., Propastin P., June T., Rauf A., Gravenhorst G., and Knohl A. (2015). Response of CO2 and H2O fluxes in a mountainous tropical rainforest in equatorial Indonesia to El Niño events. Biogeosciences, 12, pp. 6655-6667.</mixed-citation><mixed-citation xml:lang="en">Olchev A., Ibrom A., Panferov O., Gushchina D., Kreilein H., Popov V., Propastin P., June T., Rauf A., Gravenhorst G., and Knohl A. (2015). Response of CO2 and H2O fluxes in a mountainous tropical rainforest in equatorial Indonesia to El Niño events. Biogeosciences, 12, pp. 6655-6667.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Osipov A. and Gushchina D. (2018). El Nino 2015/2016: evolution, mechanisms, and concomitant remote anomalies. Fundamental and applied climatology (in Russian), 3, pp. 54-81.</mixed-citation><mixed-citation xml:lang="en">Osipov A. and Gushchina D. (2018). El Nino 2015/2016: evolution, mechanisms, and concomitant remote anomalies. Fundamental and applied climatology (in Russian), 3, pp. 54-81.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Panferov O., Ibrom I., Kreilein H., Oltchev A., Rauf A., June T., Gravenhorst G. and Knohl A. (2009). Between deforestation and climate impact: the Bariri Flux tower site in the primary montane rainforest of Central Sulawesi, Indonesia. The Newsletter of FLUxNET. 2(3), pp. 17-19.</mixed-citation><mixed-citation xml:lang="en">Panferov O., Ibrom I., Kreilein H., Oltchev A., Rauf A., June T., Gravenhorst G. and Knohl A. (2009). Between deforestation and climate impact: the Bariri Flux tower site in the primary montane rainforest of Central Sulawesi, Indonesia. The Newsletter of FLUxNET. 2(3), pp. 17-19.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Santoso A., McPhaden M.J., and Cai W. (2017). The defining characteristics of ENSO extremes and the strong 2015/2016 El Niño. Reviews of Geophysics, 55, pp. 1079–1129. https://doi.org/10.1002/2017RG000560.</mixed-citation><mixed-citation xml:lang="en">Santoso A., McPhaden M.J., and Cai W. (2017). The defining characteristics of ENSO extremes and the strong 2015/2016 El Niño. Reviews of Geophysics, 55, pp. 1079–1129. https://doi.org/10.1002/2017RG000560.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Trenberth K.E., Branstator G.W., Karoly D., Kumar A., Lau N.-C., and Ropelewski C. (1997). The definition of El Nino. Bulletin of the American Meteorological Society, 78(12), pp. 2771-2777.</mixed-citation><mixed-citation xml:lang="en">Trenberth K.E., Branstator G.W., Karoly D., Kumar A., Lau N.-C., and Ropelewski C. (1997). The definition of El Nino. Bulletin of the American Meteorological Society, 78(12), pp. 2771-2777.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Zheleznova I.V., Gushchina D.Y. (2015). The response of global atmospheric circulation to two types of El Niño. Russian Meteorology and Hydrology, 40(3), pp. 170-179.</mixed-citation><mixed-citation xml:lang="en">Zheleznova I.V., Gushchina D.Y. (2015). The response of global atmospheric circulation to two types of El Niño. Russian Meteorology and Hydrology, 40(3), pp. 170-179.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Zheleznova I. V., Gushchina D. Y. (2016). Circulation anomalies in the atmospheric centers of action during the Eastern Pacific and Central Pacific El Niño. Russian Meteorology and Hydrology, 41 (11-12), pp. 760–769.</mixed-citation><mixed-citation xml:lang="en">Zheleznova I. V., Gushchina D. Y. (2016). Circulation anomalies in the atmospheric centers of action during the Eastern Pacific and Central Pacific El Niño. Russian Meteorology and Hydrology, 41 (11-12), pp. 760–769.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
