<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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">vavilov</journal-id><journal-title-group><journal-title xml:lang="ru">Вавиловский журнал генетики и селекции</journal-title><trans-title-group xml:lang="en"><trans-title>Vavilov Journal of Genetics and Breeding</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2500-3259</issn><publisher><publisher-name>Institute of Cytology and Genetics of Siberian Branch of the RAS</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18699/VJGB-22-33</article-id><article-id custom-type="elpub" pub-id-type="custom">vavilov-3360</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>ГЕНОМИКА И ТРАНСКРИПТОМИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>PLANT GENETICS AND BREEDING</subject></subj-group></article-categories><title-group><article-title>Прогноз зоны возделывания винограда на европейской территории России в условиях изменения климата</article-title><trans-title-group xml:lang="en"><trans-title>Forecast for the zone of viticulture in European Russia under climate change</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4051-3671</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Новикова</surname><given-names>Л. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Novikova</surname><given-names>L. Yu.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Санкт-Петербург</p></bio><bio xml:lang="en"><p>St. Petersburg</p></bio><email xlink:type="simple">l.novikova@vir.nw.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/0000-0001-7627-5412</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Озерский</surname><given-names>П. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Ozerski</surname><given-names>P. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Санкт-Петербург</p></bio><bio xml:lang="en"><p>St. Petersburg</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Федеральный исследовательский центр Всероссийский институт генетических ресурсов растений им. Н.И. Вавилова (ВИР)<country>Россия</country></aff><aff xml:lang="en">Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR)<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>04</day><month>06</month><year>2022</year></pub-date><volume>26</volume><issue>3</issue><fpage>264</fpage><lpage>271</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Новикова Л.Ю., Озерский П.В., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Новикова Л.Ю., Озерский П.В.</copyright-holder><copyright-holder xml:lang="en">Novikova L.Y., Ozerski P.V.</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://vavilov.elpub.ru/jour/article/view/3360">https://vavilov.elpub.ru/jour/article/view/3360</self-uri><abstract><p>Потепление климата оказалось существенным фактором для виноградарства и виноделия всех виноградарских районов мира. Многие страны рассматривают продвижение виноградарства на север и в горные районы как возможный путь адаптации к потеплению. Факторы, лимитирующие зону виноградарства в России, определены советским ученым Ф.Ф. Давитая в 1948 г. и актуальны до сих пор. Это сумма активных температур выше 10 °С (ΣT10 &gt; 2500 °C), средний из абсолютных минимумов температуры (Tmin &gt; –35 °C), продолжительность безморозного периода (Lff &lt; 150 сут) и гидротермический коэффициент (0.5 &lt; ГТК &lt; 2.5). Значения лимитирующих факторов современной зоны промышленного виноградарства (ЗПВ) соответствуют определенным Ф.Ф. Давитая диапазонам, за исключением Тmin, которая в современной ЗПВ на европейской территории России везде выше –26 °C. Целью исследования было определение возможности продвижения на север границ зоны промышленного виноградарства в современных и прогнозируемых климатических условиях европейской территории России. По суточным данным 1980–2019 гг. для 150 метеостанций Росгидромета рассчитали среднемноголетние значения, тренды и прогнозы к 2050 г. значений лимитирующих факторов ЗПВ, определили точки, лежащие в допустимом для виноградарства диапазоне. В программе QGIS нанесли точки на карту европейской территории России, определили предельную широту. Были рассмотрены варианты с Тmin &gt; –26 °C и Тmin &gt; –35 °C. В 1980–2019 гг. в среднем на европейской территории России наблюдался рост ΣT10, Тmin, Lff и снижение ГТК. Однако южнее 55° N в ряде точек прослеживалась тенденция к снижению Тmin. Рост теплообеспеченности вегетационного периода на европейской территории России создает предпосылки продвижения промышленного виноградарства к северу от современной предельной широты 46.6° до 51.8° в текущих условиях, а к 2050 г. – до 60.7° N. Кроме того, уже сейчас виноградарство возможно в районе Калининграда (54° N, 20° E). При дополнительных мерах по укрытию на зиму до –35 °С виноградарство возможно до 53.3° N в текущих условиях и до 60.7° N – в прогнозируемых. Возможное снижение минимальной температуры зимы на юге европейской территории России потребует дополнительных мер защиты зимой, а повышение засушливости климата на северо-западном побережье Каспийского моря будет уменьшать площади под неорошаемыми виноградниками.</p></abstract><trans-abstract xml:lang="en"><p>Climate warming has turned out to be a significant factor in viticulture and winemaking in all grape-growing areas of the world. Many countries consider the advance of viticulture to the north and to mountainous areas as a possible way to adapt to warming. The factors limiting the zone of viticulture in Russia have been identified by Soviet scientist F.F. Davitaya in 1948, and they are still relevant. They are the sum of active temperatures above 10 °C (ΣT10 &gt; 2500 °C), mean of absolute minimum temperatures (Tmin &gt; –35 °C), length of the frost-free period (Lff &lt; 150 days), and hydrothermal coefficient (0.5 &lt; HTC &lt; 2.5). The values of these limiting factors in the present-day zone of commercial viticulture (ZCV) correspond to the ranges defined by F.F. Davitaya, with the exception of Tmin, which in the modern ZCV in European Russia is above –26 °C everywhere. The objective of this work was to assess the possibility of moving the boundaries of the ZCV to the north under the existing and predicted climate conditions in European Russia. The 1980–2019 daily data from 150 weather stations of the Federal Service for Hydrometeorology and Environmental Monitoring were used to calculate mean long-term values, trends and forecasts for 2050 for the ZCV limiting factors and locate the points lying in the range acceptable for viticulture. The QGIS program was applied to plot the points on the European Russia map and mark the terminal latitude. Versions with Tmin &gt; –26 °C and Tmin &gt; –35 °C were considered. On average for European Russia, in 1980–2019, there was an increase in ΣT10, Tmin, and Lff and a decrease in HTC. However, in the same period, Tmin showed a tendency toward decreasing at a number of points at latitudes lower than 55° N. The increase in heat supply during the growing season in European Russia implies a possibility of expanding the ZCV northward, beyond the present-day terminal latitude of 46.6° N, to 51.8° N under the existing conditions, and up to 60.7° N by 2050. In addition, even under the current conditions viticulture is possible in the area of Kaliningrad (54° N, 20° E). Using extra protective measures in winters not colder than –35 °C would make it possible to grow grapes at up to 53.3° N under the current conditions and at up to 60.7° N under the prognosticated ones. At the same time, a possible decrease in the minimum winter temperature at the south of European Russia will require additional protective measures in winter, while an increase in the aridity of the climate on the northwest coast of the Caspian Sea will reduce the area under non-irrigated vineyards.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>виноградарство</kwd><kwd>лимитирующие климатические факторы</kwd><kwd>изменения климата</kwd><kwd>тренды</kwd><kwd>прогнозы</kwd><kwd>ГИС</kwd></kwd-group><kwd-group xml:lang="en"><kwd>viticulture</kwd><kwd>climatic limiting factors</kwd><kwd>climate change</kwd><kwd>trends</kwd><kwd>forecast</kwd><kwd>GIS</kwd></kwd-group><funding-group xml:lang="en"><funding-statement>The work was carried out within the framework of the state task according to the VIR thematic plan on the topic No. 0481-2022-0004 “Improvement of approaches and methods of ex situ conservation of the identified gene pool of vegetatively propagated crops and their wild relatives, development of technologies for their effective use in breeding”.</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">AgroAtlas. Interactive Agricultural Ecological Atlas of Russia and Neighboring Countries. Economic Plants and their Diseases, Pests and Weeds. 2008. [Electronic resource]. http://www.agroatlas.ru/en/index.html (Accessed August 20, 2021).</mixed-citation><mixed-citation xml:lang="en">AgroAtlas. Interactive Agricultural Ecological Atlas of Russia and Neighboring Countries. Economic Plants and their Diseases, Pests and Weeds. 2008. [Electronic resource]. http://www.agroatlas.ru/en/index.html (Accessed August 20, 2021).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Barash S.I. History of Bad Harvests and Weather in Europe. Leningrad: Hydrometeoizdat Publ., 1989. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Barash S.I. History of Bad Harvests and Weather in Europe. Leningrad: Hydrometeoizdat Publ., 1989. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Bardaji I., Iraizoz B. Uneven responses to climate and market influencing the geography of high-quality wine production in Europe. Reg. Environ. Change. 2015;15:79-92. DOI 10.1007/s10113-014-0623-y.</mixed-citation><mixed-citation xml:lang="en">Bardaji I., Iraizoz B. Uneven responses to climate and market influencing the geography of high-quality wine production in Europe. Reg. Environ. Change. 2015;15:79-92. DOI 10.1007/s10113-014-0623-y.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Biasi R., Brunori E., Ferrara C., Salvati L. Assessing impacts of climate change on phenology and quality traits of Vitis vinifera L.: the contribution of local knowledge. Plants. 2019;8:121. DOI 10.3390/plants8050121.</mixed-citation><mixed-citation xml:lang="en">Biasi R., Brunori E., Ferrara C., Salvati L. Assessing impacts of climate change on phenology and quality traits of Vitis vinifera L.: the contribution of local knowledge. Plants. 2019;8:121. DOI 10.3390/plants8050121.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Blanco-Ward D., Ribeiro A.C., Barreales D., Castro J., Verdial J., Feliciano M., Viceto C., Rocha A., Carlos C., Silveira C., Miranda A. Climate change potential effects on grapevine bioclimatic indices: a case study for the Portuguese demarcated Douro Region (Portugal). BIO Web of Conf. 2019;12:01013. DOI 10.1051/bioconf/20191201013.</mixed-citation><mixed-citation xml:lang="en">Blanco-Ward D., Ribeiro A.C., Barreales D., Castro J., Verdial J., Feliciano M., Viceto C., Rocha A., Carlos C., Silveira C., Miranda A. Climate change potential effects on grapevine bioclimatic indices: a case study for the Portuguese demarcated Douro Region (Portugal). BIO Web of Conf. 2019;12:01013. DOI 10.1051/bioconf/20191201013.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Bucur G.M., Cojocaru G., Antoce A.O. The climate change influences and trends on the grapevine growing in Southern Romania: a long-term study, 42nd World Congress of Vine and Wine. BIO Web Conf. 2019;15:01008. DOI 10.1051/bioconf/20191501008.</mixed-citation><mixed-citation xml:lang="en">Bucur G.M., Cojocaru G., Antoce A.O. The climate change influences and trends on the grapevine growing in Southern Romania: a long-term study, 42nd World Congress of Vine and Wine. BIO Web Conf. 2019;15:01008. DOI 10.1051/bioconf/20191501008.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Chistyakov P.N., Novikova L.Yu. Evaluation of the possibility of moving northward of the zone of grape cultivation in the ETR. In: Book of abstracts of the All-Russian sci. conf. with international participation “Contribution of Agrophysics to Solving Fundamental Problems of Agricultural Science”, St. Petersburg, October 1–2, 2020. St. Petersburg: FGBNU AFI, 2020;275-281. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Chistyakov P.N., Novikova L.Yu. Evaluation of the possibility of moving northward of the zone of grape cultivation in the ETR. In: Book of abstracts of the All-Russian sci. conf. with international participation “Contribution of Agrophysics to Solving Fundamental Problems of Agricultural Science”, St. Petersburg, October 1–2, 2020. St. Petersburg: FGBNU AFI, 2020;275-281. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Chrysargyris A., Xylia P., Litskas V., Stavrinides M., Heyman L., Demeestere K., Höfte M., Tzortzakis N. Assessing the impact of drought stress and soil cultivation in Chardonnay and Xynisteri grape cultivars. Agronomy. 2020;10:670. DOI 10.3390/agronomy10050670.</mixed-citation><mixed-citation xml:lang="en">Chrysargyris A., Xylia P., Litskas V., Stavrinides M., Heyman L., Demeestere K., Höfte M., Tzortzakis N. Assessing the impact of drought stress and soil cultivation in Chardonnay and Xynisteri grape cultivars. Agronomy. 2020;10:670. DOI 10.3390/agronomy10050670.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Davitaya F.F. Climatic Zones of Grapes in the USSR. Moscow: Pishchepromizdat Publ., 1948. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Davitaya F.F. Climatic Zones of Grapes in the USSR. Moscow: Pishchepromizdat Publ., 1948. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Fraga H., Santos J.A. Daily prediction of seasonal grapevine production in the Douro wine region based on favourable meteorological conditions. Aust. J. Grape Wine Res. 2017;23:296-304. DOI 10.1111/ajgw.12278.</mixed-citation><mixed-citation xml:lang="en">Fraga H., Santos J.A. Daily prediction of seasonal grapevine production in the Douro wine region based on favourable meteorological conditions. Aust. J. Grape Wine Res. 2017;23:296-304. DOI 10.1111/ajgw.12278.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Hall A., Mathews A.J., Holzapfel B. Potential effect of atmospheric warming on grapevine phenology and post-harvest heat accumulation across a range of climates. Int. J. Biometeorol. 2016;60(9):1405-1422. DOI 10.1007/s00484-016-1133-z.</mixed-citation><mixed-citation xml:lang="en">Hall A., Mathews A.J., Holzapfel B. Potential effect of atmospheric warming on grapevine phenology and post-harvest heat accumulation across a range of climates. Int. J. Biometeorol. 2016;60(9):1405-1422. DOI 10.1007/s00484-016-1133-z.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Hannah L., Roehrdanz P.R., Ikegami M., Shepard A.V., Shaw M.R., Tabor G., Zhi L., Marquet P.A., Hijmans R.J. Climate change, wine, and conservation. Proc. Natl. Acad. Sci. USA. 2013;110(17):6907-6912. DOI 10.1073/pnas.1210127110.</mixed-citation><mixed-citation xml:lang="en">Hannah L., Roehrdanz P.R., Ikegami M., Shepard A.V., Shaw M.R., Tabor G., Zhi L., Marquet P.A., Hijmans R.J. Climate change, wine, and conservation. Proc. Natl. Acad. Sci. USA. 2013;110(17):6907-6912. DOI 10.1073/pnas.1210127110.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Hewer M., Brunette M. Climate change impact assessment on grape and wine for Ontario, Canada’s appellations of origin. Reg. Environ. Change. 2020;20(3):86. DOI 10.1007/s10113-020-01673-y.</mixed-citation><mixed-citation xml:lang="en">Hewer M., Brunette M. Climate change impact assessment on grape and wine for Ontario, Canada’s appellations of origin. Reg. Environ. Change. 2020;20(3):86. DOI 10.1007/s10113-020-01673-y.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Houtan K.S., Tanaka K.R., Gagné T.O., Becker S.L. The geographic disparity of historical greenhouse emissions and projected climate change. Sci. Adv. 2021;7:eabe4342. DOI 10.1126/sciadv.abe4342.</mixed-citation><mixed-citation xml:lang="en">Houtan K.S., Tanaka K.R., Gagné T.O., Becker S.L. The geographic disparity of historical greenhouse emissions and projected climate change. Sci. Adv. 2021;7:eabe4342. DOI 10.1126/sciadv.abe4342.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Jägermeyr J., Müller C., Ruane A.C., Elliott J., Balkovic J., Castillo O., Faye B., Foster I., Folberth C., Franke J.A., Fuchs K., Guarin J.R., Heinke J., Hoogenboom G., Iizumi T., Jain A.K., Kelly D., Khabarov N., Lange S., Lin T.-S., Liu W., Mialyk O., Minoli S., Moyer E.J., Okada M., Phillips M., Porter C., Rabin S.S., Scheer C., Schneider J.M., Schyns J.F., Skalsky R., Smerald A., Stella T., Stephens H., Webber H., Zabel F., Rosenzweig C. Climate impacts on global agriculture emerge earlier in new generation of climate and crop models. Nat. Food. 2021;2:873-885. DOI 10.1038/s43016-021-00400-y.</mixed-citation><mixed-citation xml:lang="en">Jägermeyr J., Müller C., Ruane A.C., Elliott J., Balkovic J., Castillo O., Faye B., Foster I., Folberth C., Franke J.A., Fuchs K., Guarin J.R., Heinke J., Hoogenboom G., Iizumi T., Jain A.K., Kelly D., Khabarov N., Lange S., Lin T.-S., Liu W., Mialyk O., Minoli S., Moyer E.J., Okada M., Phillips M., Porter C., Rabin S.S., Scheer C., Schneider J.M., Schyns J.F., Skalsky R., Smerald A., Stella T., Stephens H., Webber H., Zabel F., Rosenzweig C. Climate impacts on global agriculture emerge earlier in new generation of climate and crop models. Nat. Food. 2021;2:873-885. DOI 10.1038/s43016-021-00400-y.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Jones G. Climate, grapes, and wine: structure and suitability in a changing climate. Acta Hort. 2012;931:19-28. DOI 10.17660/ActaHortic.2012.931.1.</mixed-citation><mixed-citation xml:lang="en">Jones G. Climate, grapes, and wine: structure and suitability in a changing climate. Acta Hort. 2012;931:19-28. DOI 10.17660/ActaHortic.2012.931.1.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Khromov S.P., Petrosyants M.A. Meteorology and Climatology. Moscow: Moscow State University Publ., 2012. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Khromov S.P., Petrosyants M.A. Meteorology and Climatology. Moscow: Moscow State University Publ., 2012. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Leewen C., Schultz H., de Cortazar-Atauri I.G., Duchêne E., Ollat N., Pieri P., Bois B., Goutouly J.-P., Quénol H., Touzard J.-M., Malheiro A.C., Bavaresco L., Delrot S. Why climate change will not dramatically decrease viticultural suitability in main wine-producing areas by 2050. Proc. Natl. Acad. Sci. USA. 2013;110(33):3051-3052. DOI 10.1073/pnas.1307927110.</mixed-citation><mixed-citation xml:lang="en">Leewen C., Schultz H., de Cortazar-Atauri I.G., Duchêne E., Ollat N., Pieri P., Bois B., Goutouly J.-P., Quénol H., Touzard J.-M., Malheiro A.C., Bavaresco L., Delrot S. Why climate change will not dramatically decrease viticultural suitability in main wine-producing areas by 2050. Proc. Natl. Acad. Sci. USA. 2013;110(33):3051-3052. DOI 10.1073/pnas.1307927110.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Likhovskoi V.V., Zlenko V.A., Volinkin V.A., Oleinikov N.P., Polylyax A.A., Vasylyk I.A., Troshin L.P. Frost resistance of Crimean indigenous grape varieties and their hybrids. Nauchnyy Zhurnal KubGAU = Scientific Journal of KubSAU. 2016;117(03):681-694. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Likhovskoi V.V., Zlenko V.A., Volinkin V.A., Oleinikov N.P., Polylyax A.A., Vasylyk I.A., Troshin L.P. Frost resistance of Crimean indigenous grape varieties and their hybrids. Nauchnyy Zhurnal KubGAU = Scientific Journal of KubSAU. 2016;117(03):681-694. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Lorenzo M.N., Taboada J.J., Lorenzo J.F., Ramos A.M. Influence of climate on grape production and wine quality in the Rías Baixas, north-western Spain. Reg. Environ. Change. 2013;13:887-896. DOI 10.1007/s10113-012-0387-1.</mixed-citation><mixed-citation xml:lang="en">Lorenzo M.N., Taboada J.J., Lorenzo J.F., Ramos A.M. Influence of climate on grape production and wine quality in the Rías Baixas, north-western Spain. Reg. Environ. Change. 2013;13:887-896. DOI 10.1007/s10113-012-0387-1.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Losev A.P., Zhurina L.L. Agrometeorology. Moscow: KolosS Publ., 2004. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Losev A.P., Zhurina L.L. Agrometeorology. Moscow: KolosS Publ., 2004. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Mira de Orduña R. Climate change associated effects on grape and wine quality and production. Food Res. Int. 2010;43:1844-1855. DOI 10.1016/j.foodres.2010.05.001.</mixed-citation><mixed-citation xml:lang="en">Mira de Orduña R. Climate change associated effects on grape and wine quality and production. Food Res. Int. 2010;43:1844-1855. DOI 10.1016/j.foodres.2010.05.001.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Mishchenko Z.A. Agro-climatology. Kiev: KNT Publ., 2009. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Mishchenko Z.A. Agro-climatology. Kiev: KNT Publ., 2009. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Mozell M.R., Thach L. The impact of climate change on the global wine industry: challenges &amp; solutions. Wine Econ. Policy. 2014;3(2):81-89. DOI 10.1016/j.wep.2014.08.001.</mixed-citation><mixed-citation xml:lang="en">Mozell M.R., Thach L. The impact of climate change on the global wine industry: challenges &amp; solutions. Wine Econ. Policy. 2014;3(2):81-89. DOI 10.1016/j.wep.2014.08.001.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Naumova L.G., Novikova L.Yu. Temperature analysis of interphase periods of grape varieties of the collection of the All-Russian Scientific Research Institute of Viticulture and Winemaking named after Ya.I. Potapenko. Vinodelie i Vinogradarstvo = Wine-making and Viticulture. 2015;5:46-50. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Naumova L.G., Novikova L.Yu. Temperature analysis of interphase periods of grape varieties of the collection of the All-Russian Scientific Research Institute of Viticulture and Winemaking named after Ya.I. Potapenko. Vinodelie i Vinogradarstvo = Wine-making and Viticulture. 2015;5:46-50. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Nesbitt A., Dorling S., Lovett A. A suitability model for viticulture in England and Wales: opportunities for investment, sector growth and increased climate resilience. J. Land Use Sci. 2018;13(4):414-438. DOI 10.1080/1747423X.2018.1537312.</mixed-citation><mixed-citation xml:lang="en">Nesbitt A., Dorling S., Lovett A. A suitability model for viticulture in England and Wales: opportunities for investment, sector growth and increased climate resilience. J. Land Use Sci. 2018;13(4):414-438. DOI 10.1080/1747423X.2018.1537312.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova L.Yu., Lebedeva E.G. Certificate of state registration of the computer program ‘Program for predicting the reaction of grape varieties to climate change VITIS TIME SERIES’ No. 2019664805 dated November 13, 2019. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Novikova L.Yu., Lebedeva E.G. Certificate of state registration of the computer program ‘Program for predicting the reaction of grape varieties to climate change VITIS TIME SERIES’ No. 2019664805 dated November 13, 2019. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova L.Yu., Naumova L.G. Regression analysis of winter hardiness of grape cultivars from Ya.I. Potapenko Don ampelographic collection. Magarach. Vinogradarstvo i Vinodelie = Magarach. Viticulture and Winemaking. 2018;4:59-61. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Novikova L.Yu., Naumova L.G. Regression analysis of winter hardiness of grape cultivars from Ya.I. Potapenko Don ampelographic collection. Magarach. Vinogradarstvo i Vinodelie = Magarach. Viticulture and Winemaking. 2018;4:59-61. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova L.Yu., Naumova L.G. Structuring ampelographic collections by phenotypic characteristics and comparing the reaction of grape varieties to climate change. Vavilovskii Zhurnal Genetiki i Selektsii = Vavilov Journal of Genetics and Breeding. 2019;23(6):772-779. DOI 10.18699/VJ19.551.</mixed-citation><mixed-citation xml:lang="en">Novikova L.Yu., Naumova L.G. Structuring ampelographic collections by phenotypic characteristics and comparing the reaction of grape varieties to climate change. Vavilovskii Zhurnal Genetiki i Selektsii = Vavilov Journal of Genetics and Breeding. 2019;23(6):772-779. DOI 10.18699/VJ19.551.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Novikova L.Y., Naumona L.G. Dependence of fresh grapes and wine taste scores on the origin of varieties and weather conditions of the harvest year in the northern zone of industrial viticulture in Russia. Agronomy. 2020;10(10):1613. DOI 10.3390/agronomy10101613.</mixed-citation><mixed-citation xml:lang="en">Novikova L.Y., Naumona L.G. Dependence of fresh grapes and wine taste scores on the origin of varieties and weather conditions of the harvest year in the northern zone of industrial viticulture in Russia. Agronomy. 2020;10(10):1613. DOI 10.3390/agronomy10101613.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Peterson A.T., Papeş М., Soberón J. Mechanistic and correlative models of ecological niches. Eur. J. Ecol. 2015;1(2):28-38. DOI 10.1515/eje-2015-0014.</mixed-citation><mixed-citation xml:lang="en">Peterson A.T., Papeş М., Soberón J. Mechanistic and correlative models of ecological niches. Eur. J. Ecol. 2015;1(2):28-38. DOI 10.1515/eje-2015-0014.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Pipan P., Hall A., Rogiers S.Y., Holzapfel B.P. Accuracy of interpolated versus in-vineyard sensor climate data for heat accumulation modelling of phenology. Front. Plant Sci. 2021;12:635299. DOI 10.3389/fpls.2021.635299.</mixed-citation><mixed-citation xml:lang="en">Pipan P., Hall A., Rogiers S.Y., Holzapfel B.P. Accuracy of interpolated versus in-vineyard sensor climate data for heat accumulation modelling of phenology. Front. Plant Sci. 2021;12:635299. DOI 10.3389/fpls.2021.635299.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Quénol H., Grosset M., Barbeau G., van Leeuwen C., Hofmann M., Foss C., Irimia L., Rochard J., Boulanger J.-P., Tissot C., Miranda C. Adaptation of viticulture to climate change: high resolution observation of adaptation scenario for viticulture: the ADVICLIM European project. Bull. de l’OIV. 2014;87(1001-1002-1003):395-406.</mixed-citation><mixed-citation xml:lang="en">Quénol H., Grosset M., Barbeau G., van Leeuwen C., Hofmann M., Foss C., Irimia L., Rochard J., Boulanger J.-P., Tissot C., Miranda C. Adaptation of viticulture to climate change: high resolution observation of adaptation scenario for viticulture: the ADVICLIM European project. Bull. de l’OIV. 2014;87(1001-1002-1003):395-406.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Roy P., Grenier P., Barriault E., Logan T., Blondlot A., Bourgeois G., Chaumont D. Probabilistic climate change scenarios for viticultural potential in Québec. Clim. Change. 2017;143(1):43-58. DOI 10.1007/s10584-017-1960-x.</mixed-citation><mixed-citation xml:lang="en">Roy P., Grenier P., Barriault E., Logan T., Blondlot A., Bourgeois G., Chaumont D. Probabilistic climate change scenarios for viticultural potential in Québec. Clim. Change. 2017;143(1):43-58. DOI 10.1007/s10584-017-1960-x.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Rybalko E.A. Climatic indices in viticulture. Magarach. Vinogradarstvo i Vinodelie = Magarach. Viticulture and Winemaking. 2020;22(1):26-28. DOI 10.35547/iM.2020.22.1.005. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Rybalko E.A. Climatic indices in viticulture. Magarach. Vinogradarstvo i Vinodelie = Magarach. Viticulture and Winemaking. 2020;22(1):26-28. DOI 10.35547/iM.2020.22.1.005. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Santos J.A., Fraga H., Malheiro A.C., Moutinho-Pereira J., Dinis L.-T., Correia C., Moriondo M., Leolini L., Dibari C., Costafreda-Aumedes S., Kartschall T., Menz C., Molitor D., Junk J., Beyer M., Schultz H.R. A review of the potential climate change impacts and adaptation options for European viticulture. Appl. Sci. 2020;10(9):3092. DOI 10.3390/app10093092.</mixed-citation><mixed-citation xml:lang="en">Santos J.A., Fraga H., Malheiro A.C., Moutinho-Pereira J., Dinis L.-T., Correia C., Moriondo M., Leolini L., Dibari C., Costafreda-Aumedes S., Kartschall T., Menz C., Molitor D., Junk J., Beyer M., Schultz H.R. A review of the potential climate change impacts and adaptation options for European viticulture. Appl. Sci. 2020;10(9):3092. DOI 10.3390/app10093092.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Schultz H.R., Jones G.V. Climate induced historic and future changes in viticulture. J. Wine Res. 2010;21:137-145. DOI 10.1080/09571264.2010.530098.</mixed-citation><mixed-citation xml:lang="en">Schultz H.R., Jones G.V. Climate induced historic and future changes in viticulture. J. Wine Res. 2010;21:137-145. DOI 10.1080/09571264.2010.530098.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Schultze S.R., Sabbatini P., Luo L. Effects of a warming trend on cool climate viticulture in Michigan, USA. SpringerPlus. 2016;5(1):1119. DOI 10.1186/s40064-016-2777-1.</mixed-citation><mixed-citation xml:lang="en">Schultze S.R., Sabbatini P., Luo L. Effects of a warming trend on cool climate viticulture in Michigan, USA. SpringerPlus. 2016;5(1):1119. DOI 10.1186/s40064-016-2777-1.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Sirotenko O.D., Abashina E.V., Pavlova V.N. Dynamics of climate-conditioned changes in heat supply, moisture content and productivity of the agricultural zone of Russia. Trudy FGBU VNIISHM = Proceedings of the FSBI VNIISHM. 2013;38:41-53. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Sirotenko O.D., Abashina E.V., Pavlova V.N. Dynamics of climate-conditioned changes in heat supply, moisture content and productivity of the agricultural zone of Russia. Trudy FGBU VNIISHM = Proceedings of the FSBI VNIISHM. 2013;38:41-53. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Sirotenko O.D., Pavlova V.N. The impact of climate change on agriculture. In: Development of Agricultural Meteorology in Russia. Obninsk, 2009;168-175. (in Russian)</mixed-citation><mixed-citation xml:lang="en">Sirotenko O.D., Pavlova V.N. The impact of climate change on agriculture. In: Development of Agricultural Meteorology in Russia. Obninsk, 2009;168-175. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Soberon J., Nakamura M. Niches and distributional areas: concepts, methods and assumptions. Proc. Natl. Acad. Sci. USA. 2009;106:19644-19650. DOI 10.1073/pnas.0901637106.</mixed-citation><mixed-citation xml:lang="en">Soberon J., Nakamura M. Niches and distributional areas: concepts, methods and assumptions. Proc. Natl. Acad. Sci. USA. 2009;106:19644-19650. DOI 10.1073/pnas.0901637106.</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">The Economics of Climate Change. The Stern Review. Nicholas Stern. Cabinet Office – HM Treasury, UK, 2006.</mixed-citation><mixed-citation xml:lang="en">The Economics of Climate Change. The Stern Review. Nicholas Stern. Cabinet Office – HM Treasury, UK, 2006.</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Tóth J.P., Végvári Z. Future of wine grape growing regions in Europe. Aust. J. Grape Wine Res. 2016;22:64-72. DOI 10.1111/ajgw.12168.</mixed-citation><mixed-citation xml:lang="en">Tóth J.P., Végvári Z. Future of wine grape growing regions in Europe. Aust. J. Grape Wine Res. 2016;22:64-72. DOI 10.1111/ajgw.12168.</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Vršič S., Vodovnik T. Reactions of grape varieties to climate changes in North East Slovenia. Plant Soil Environ. 2012;58(1):34-41. DOI 10.17221/352/2011-PSE.</mixed-citation><mixed-citation xml:lang="en">Vršič S., Vodovnik T. Reactions of grape varieties to climate changes in North East Slovenia. Plant Soil Environ. 2012;58(1):34-41. DOI 10.17221/352/2011-PSE.</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Vyshkvarkova E., Rybalko E. Forecast of changes in air temperatures and heat indices in the Sevastopol region in the 21st century and their impacts on viticulture. Agronomy. 2021;11:954. DOI 10.3390/agronomy11050954.</mixed-citation><mixed-citation xml:lang="en">Vyshkvarkova E., Rybalko E. Forecast of changes in air temperatures and heat indices in the Sevastopol region in the 21st century and their impacts on viticulture. Agronomy. 2021;11:954. DOI 10.3390/agronomy11050954.</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Vyshkvarkova E., Rybalko E., Marchukova O., Baranova N. Assessment of the current and projected conditions of water availability in the Sevastopol region for grape growing. Agronomy. 2021;11(8):1665. DOI 10.3390/agronomy11081665.</mixed-citation><mixed-citation xml:lang="en">Vyshkvarkova E., Rybalko E., Marchukova O., Baranova N. Assessment of the current and projected conditions of water availability in the Sevastopol region for grape growing. Agronomy. 2021;11(8):1665. DOI 10.3390/agronomy11081665.</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">White M.A., Diffenbaugh N.S., Jones G.V., Pal J.S., Giorgi F. Extreme heat reduces and shifts United States premium wine production in the 21st century. Proc. Natl. Acad. Sci. USA. 2006;103:11217-11222. DOI 10.1073/pnas.0603230103.</mixed-citation><mixed-citation xml:lang="en">White M.A., Diffenbaugh N.S., Jones G.V., Pal J.S., Giorgi F. Extreme heat reduces and shifts United States premium wine production in the 21st century. Proc. Natl. Acad. Sci. USA. 2006;103:11217-11222. DOI 10.1073/pnas.0603230103.</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Wójtowicz M., Wójtowicz A. the effect of climate change on linolenic fatty acid in oilseed rape. Agronomy. 2020;10(12):2003. DOI 10.3390/agronomy10122003.</mixed-citation><mixed-citation xml:lang="en">Wójtowicz M., Wójtowicz A. the effect of climate change on linolenic fatty acid in oilseed rape. Agronomy. 2020;10(12):2003. DOI 10.3390/agronomy10122003.</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>
