<?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">sergeogr</journal-id><journal-title-group><journal-title xml:lang="ru">Известия Российской академии наук. Серия географическая</journal-title><trans-title-group xml:lang="en"><trans-title>Izvestiya Rossiiskoi Akademii Nauk. Seriya Geograficheskaya</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2587-5566</issn><issn pub-type="epub">2658-6975</issn><publisher><publisher-name></publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.31857/S2587556625020089</article-id><article-id custom-type="elpub" pub-id-type="custom">sergeogr-2941</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>ЭВОЛЮЦИЯ ПРИРОДНЫХ СИСТЕМ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>EVOLUTION OF NATURAL SYSTEMS</subject></subj-group></article-categories><title-group><article-title>Внутризональные различия скорости формирования древесной растительности на залежных землях Среднерусской лесостепи</article-title><trans-title-group xml:lang="en"><trans-title>Intrazonal Differences in Natural Afforestation on Abandoned Agricultural Lands in the Central Russian Forest-Steppe</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>Терехин</surname><given-names>Э. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Terekhin</surname><given-names>E. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Белгород</p></bio><bio xml:lang="en"><p>Belgorod</p></bio><email xlink:type="simple">terekhin@bsuedu.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Белгородский государственный национальный исследовательский университет<country>Россия</country></aff><aff xml:lang="en">Belgorod State University<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>06</day><month>11</month><year>2025</year></pub-date><volume>89</volume><issue>2</issue><fpage>250</fpage><lpage>261</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Терехин Э.А., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Терехин Э.А.</copyright-holder><copyright-holder xml:lang="en">Terekhin E.A.</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://izvestia.igras.ru/jour/article/view/2941">https://izvestia.igras.ru/jour/article/view/2941</self-uri><abstract><p>Afforestation in the first two decades of the 21st century for post-agrogenic lands in the subzones of the northern, typical and southern forest-steppe was considered. The study was carried out in the Central Chernozem region of Russia, including the Oryol oblast. The natural afforestation rate was estimated using first-order derivative of the NDVI vegetation index with respect to time. It is also proposed to estimate the afforestation rate using the first-order derivative of the calculated forest cover with respect to time. In the first two decades of the 21st century, the increase in the forest cover of abandoned lands varied significantly among the subzones of the forest-steppe. During the analyzed period, the forest cover of abandoned agricultural lands in the northern forest-steppe increased according to a logarithmic dependence. In the typical forest-steppe subzone, the forest cover of abandoned lands increased according to a similar dependence at a slower rate. The annual increase in the forest cover of abandoned lands located in the subzone of the southern forest-steppe was minimal or absent. The rate of afforestation, expressed by the first-order derivative of the vegetation index from time, in the subzone of the northern forest-steppe exceeded that in the typical forest-steppe more than 1.7 times. The afforestation rate in the northern forest-steppe subzone exceeded that in the southern forest-steppe by 5–6 times. The ratio of the average calculated values of abandoned land forest cover of in the forest-steppe subzones at the end of the second decade of the 21st century turned out to be approximately similar to the ratio of their actual values. The established patterns are indicators of an increase in intrazonal differences in the forest cover of abandoned lands in the forest-steppe. Different afforestation rates lead to increase in the contrast landscapes of forest-steppe in its submeridional boundaries.</p></abstract><trans-abstract xml:lang="en"><p>Afforestation in the first two decades of the 21st century for post-agrogenic lands in the subzones of the northern, typical and southern forest-steppe was considered. The study was carried out in the Central Chernozem region of Russia, including the Oryol oblast. The natural afforestation rate was estimated using first-order derivative of the NDVI vegetation index with respect to time. It is also proposed to estimate the afforestation rate using the first-order derivative of the calculated forest cover with respect to time. In the first two decades of the 21st century, the increase in the forest cover of abandoned lands varied significantly among the subzones of the forest-steppe. During the analyzed period, the forest cover of abandoned agricultural lands in the northern forest-steppe increased according to a logarithmic dependence. In the typical forest-steppe subzone, the forest cover of abandoned lands increased according to a similar dependence at a slower rate. The annual increase in the forest cover of abandoned lands located in the subzone of the southern forest-steppe was minimal or absent. The rate of afforestation, expressed by the first-order derivative of the vegetation index from time, in the subzone of the northern forest-steppe exceeded that in the typical forest-steppe more than 1.7 times. The afforestation rate in the northern forest-steppe subzone exceeded that in the southern forest-steppe by 5–6 times. The ratio of the average calculated values of abandoned land forest cover of in the forest-steppe subzones at the end of the second decade of the 21st century turned out to be approximately similar to the ratio of their actual values. The established patterns are indicators of an increase in intrazonal differences in the forest cover of abandoned lands in the forest-steppe. Different afforestation rates lead to increase in the contrast landscapes of forest-steppe in its submeridional boundaries.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>abandoned agricultural lands</kwd><kwd>afforestation</kwd><kwd>forest-steppe</kwd><kwd>intrazonal differences</kwd><kwd>remote sensing</kwd><kwd>Central Russian forest-steppe</kwd></kwd-group><kwd-group xml:lang="en"><kwd>abandoned agricultural lands</kwd><kwd>afforestation</kwd><kwd>forest-steppe</kwd><kwd>intrazonal differences</kwd><kwd>remote sensing</kwd><kwd>Central Russian forest-steppe</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">Барталев С.А., Егоров В.А., Жарко В.О., Лупян Е.А., Плотников Д.Е., Хвостиков С.А., Шабанов Н.В. Спутниковое картографирование растительного покрова России. М.: ИКИ РАН, 2016. 208 с.</mixed-citation><mixed-citation xml:lang="en">Bartalev S., Egorov V., Zharko V., Lupyan E., Plotnikov D., Khvostikov S., Shabanov N. Sputnikovoe kartografirovanie rastitel’nogo pokrova Rossii [Land Cover Mapping Over Russia Using Earth Observation Data]. Moscow: IKI RAN, 2016. 208 p.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Белоусова А.П., Чащин А.Н. Оценка интенсивности зарастания почв сельскохозяйственных угодий лесной растительностью по данным дистанционного зондирования // Вестн. Удмуртского унта. Сер. Биология. Науки о Земле. 2018. Т. 28. № 3. С. 269–278.</mixed-citation><mixed-citation xml:lang="en">Belousova A.P., Chashchin A.N. Assessment of the intensity of agricultural land soils overgrowing by forest vegetation according to remote sensing data. Vestn. Udmurt. Univ., Ser.: Biol. Nauki Zemle, 2018, vol. 28, no. 3, pp. 269–278. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Варламова Е.В., Соловьев В.С. Мониторинг растительного покрова арктической зоны восточной Сибири по спутниковым данным // Наука и образование. 2012. № 2. С. 58–62.</mixed-citation><mixed-citation xml:lang="en">Elsakov V.V. Spatial and interannual heterogeneity of changes in the vegetation cover of Eurasian tundra: Analysis of 2000–2016 MODIS data. Sovrem. Probl. Distants. Zondir. Zemli Kosmosa, 2017, vol. 14, no. 6, pp. 56–72. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Голубева Л.В., Наквасина Е.Н. Зарастание древесной растительностью постагрогенных земель на карбонатных отложениях в Архангельской области // Изв. Санкт-Петербург. лесотехнич. академии. 2015. № 210. С. 25–36.</mixed-citation><mixed-citation xml:lang="en">Fedotov S.V. Vertical differentiation of landscapes and the problem of natural zones borders in the Russian Plain centre. Vestn. Voronezh. Gos. Univ., Ser: Geogr. Geoekol., 2008, no. 2, pp. 5–12. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Елсаков В.В. Пространственная и межгодовая неоднородность изменений растительного покрова тундровой зоны Евразии по материалам съемки MODIS 2000–2016 гг. // Современные проблемы дистанционного зондирования Земли из космоса. 2017. Т. 14. № 6. C. 56–72.</mixed-citation><mixed-citation xml:lang="en">Fiziko-geograficheskoe raionirovanie tsentral’nykh chernozemnykh oblastei [Physical and Geographical Zoning of the Central Chernozem Regions]. Voronezh: Izd-vo Voronezh. Univ., 1961. 263 p.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Замолодчиков Д., Краев Г. Влияние изменений климата на леса России: зафиксированные воздействия и прогнозные оценки // Устойчивое лесопользование. 2016. № 4 (48). С. 23–31.</mixed-citation><mixed-citation xml:lang="en">Golubeva L.V., Nakvasina E.N. Abandoned agricultural land overgrown woody vegetation on carbonate deposits in Arkhangelsk region. Izv. S.-Peterb. Lesotekhn. Akad., 2015, no. 210, pp. 25–36. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Золотокрылин А.Н., Титкова Т.Б., Уланова С.С., Федорова Н.Л. Наземные и спутниковые исследования продуктивности пастбищ республики Калмыкии с различной степенью деградации растительных сообществ // Аридные экосистемы. 2013. Т. 19. № 4 (57). С. 31–39.</mixed-citation><mixed-citation xml:lang="en">Heck E., de Beurs K.M., Owsley B.C., Henebry G.M. Evaluation of the MODIS collections 5 and 6 for change analysis of vegetation and land surface temperature dynamics in North and South America. ISPRS J. Photogramm. Remote Sens., 2019, vol. 156, pp. 121–134. https://doi.org/10.1016/j.isprsjprs.2019.07.011</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Короткова Е.М., Зуев В.В. Отклик растительного покрова Западно-Сибирской равнины на климатические изменения в 1982–2015 гг. // Исследование Земли из Космоса. 2021. № 6. С. 50–59.</mixed-citation><mixed-citation xml:lang="en">Huete A., Didan K., Miura T., Rodriguez E.P., Gao X., Ferreira L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ., 2002, vol. 83, no. 1–2, pp. 195–213. https://doi.org/10.1016/S0034-4257(02)00096-2</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Косолапов В.М., Трофимов И.А., Трофимова Л.С., Яковлева Е.П. Агроландшафты Центрального Черноземья. Районирование и управление. М.: Изд. дом Наука, 2015. 198 с.</mixed-citation><mixed-citation xml:lang="en">Justice C.O., Townshend J.R.G., Vermote E.F., Masuoka E., Wolfe R.E., Saleous N., Roy D.P. Morisette J.T. An overview of MODIS Land data processing and product status. Remote Sens. Environ., 2002, vol. 83, no 1–2, pp. 3–15.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Лавриненко И.А., Лавриненко О.В. Влияние климатических изменений на растительный покров островов Баренцева моря // Тр. Карельского науч. центра РАН. 2013. № 6. С. 4–16.</mixed-citation><mixed-citation xml:lang="en">Karelin D.V., Lyuri D.I., Goryachkin S.V., Lunin V.N., Kudikov A.V. Changes in the carbon dioxide emission from soils in the course of postagrogenic succession in the Chernozems forest-steppe. Eurasian Soil Sci., 2015, vol. 48, no. 11, pp. 1229–1241. https://doi.org/10.1134/S1064229315110095</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Левыкин С.В., Чибилёв А.А., Кочуров Б.И., Казачков Г.В. К стратегии сохранения и восстановления степей и управления природопользованием на постцелинном пространстве // Изв. РАН. Сер. геогр. 2020. № 4. С. 626–636.</mixed-citation><mixed-citation xml:lang="en">Korotkova E.M., Zuev V.V. Response of the vegetation cover of the West Siberian Plain to climatic changes in 1982–2015. Issled. Zemli Kosmosa, 2021, no. 6, pp. 50–59. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Лобанов Г.В., Протасова А.П., Авраменко М.В., Тришкин Б.В. Изменения лесистости среднего Подесенья в период сельскохозяйственного освоения: историко-географические закономерности, влияние на ландшафты и природопользование // Бюл. Брянского отд. Русского бот. общ-ва. 2017. № 3 (11). С. 49–56.</mixed-citation><mixed-citation xml:lang="en">Kosolapov V.M., Trofimov I.A., Trofimova L.S., Yakovleva E.P. Agrolandshafty Tsentral’nogo Chernozem’ya. Raionirovanie i upravlenie [Agrolandscapes of Central Chernozem Region. Zoning and Management]. Moscow: Nauka Publ., 2015. 198 p.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Люри Д.И., Горячкин С.В., Караваева Н.А., Денисенко Е.А., Нефедова Т.Г. Динамика сельскохозяйственных земель России в ХХ веке и постагрогенное восстановление растительности и почв. М.: ГЕОС, 2010. 416 с.</mixed-citation><mixed-citation xml:lang="en">Kurganova I.N., Telesnina V.M., Lopes de Gerenyu V.O., Lichko V.I., Karavanova E.I. The Dynamics of Carbon Pools and Biological Activity of Retic Albic Podzols in Southern Taiga during the Postagrogenic Evolution. Eurasian Soil Sci., 2021, vol. 54, no. 3, pp. 337–351. https://doi.org/10.1134/S1064229321030108</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Мильков Ф.Н. Природные зоны СССР. М.: Мысль, 1977. 149 c.</mixed-citation><mixed-citation xml:lang="en">Lavrinenko I.A., Lavrinenko O.V. The impact of climate change on the plant cover of the Barents Sea islands. Tr. KNTs RAN, 2013, no. 6, pp. 4–16. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Никонов М.В., Смирнов И.А. Некоторые особенности зарастания агроландшафтов на земле Новгородской // Вест. Новгород. гос. ун-та им. Ярослава Мудрого. 2014. № 76. С. 58–60.</mixed-citation><mixed-citation xml:lang="en">Levykin S.V., Chibilev A.A., Kochurov B.I., Kazachkov G.V. To the strategy of steppes’ conservation and restoration and natural resource use in the area of post-virgin lands. Izv. Akad. Nauk., Ser. Geogr., 2020, no. 4, pp. 626–636. (In Russ.). https://doi.org/10.31857/S2587556620040093</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Сергиенко В.Г. Динамика границ лесорастительных зон России в условиях изменения климата // Тр. Санкт-Петербург. НИИ лесного хозяйства. 2015. № 1. С. 5–19.</mixed-citation><mixed-citation xml:lang="en">Lobanov G.V., Protasova A.P., Avramenko M.V., Trishkin B.V. Changes in the forest cover of the Middle Desna basin in the period of agricultural development: Historical and geographical patterns, the impact on landscapes and landuse. Byull. Bryansk. Otdel. Russ. Botan. Obshch., 2017, no. 3, pp. 49–56. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Терехин Э.А. Индикация многолетних изменений в растительном покрове залежных земель лесостепи на основе рядов вегетационного индекса NDVI // Компьютерная оптика. 2021. Т. 45. № 2. С. 245–252. https://doi.org/10.18287/2412-6179-CO-797</mixed-citation><mixed-citation xml:lang="en">Lyuri D.I., Goryachkin S.V., Karavaeva N.A., Denisenko E.A., Nefedova T.G. Dinamika sel’skokhozyaistvennykh zemel’ Rossii v XXI veke i postagrogennoe vosstanovlenie rastitel’nosti i pochv [Dynamics of Agricultural Lands of Russia in 20th Century and Postagrogenic Restoration of Vegetation and Soils]. Moscow: GEOS Publ., 2010. 416 p.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Терехин Э.А. Особенности лесовозобновления на залежных землях Среднерусской лесостепи // Изв. РАН. Сер. геогр. 2022. Т. 86. № 4. C. 594–604. https://doi.org/10.31857/S2587556622040112</mixed-citation><mixed-citation xml:lang="en">Mil’kov F.N. Prirodnye zony SSSR [Natural Zones of the USSR]. Moscow: Mysl’ Publ., 1977. 149 p.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Терехин Э.А. Сукцессионные процессы на залежах юга Среднерусской возвышенности по данным спутниковых съемок // Современные проблемы дистанционного зондирования Земли из космоса. 2019. Т. 16. № 6. С.180–193. https://doi.org/10.21046/2070-7401-2019-16-6-180-193</mixed-citation><mixed-citation xml:lang="en">Nikonov M.V., Smirnov I.A. Some peculiarities of farmland overgrowing in Novgorod region. Vestn. Novgorod. Gos. Univ. Yarosl. Mudrogo, 2014, no. 76, pp. 58–60. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Тишков А.А. Сукцессии растительности зональных экосистем: сравнительно-географический анализ, значение для сохранения и восстановления биоразнообразия // Изв. Самарского науч. центра РАН. 2012. Т. 14. № 1–5. С. 1387–1390.</mixed-citation><mixed-citation xml:lang="en">Pan Y., Li L., Zhang J., Liang S., Zhu X., Sulla-Menashe D. Winter wheat area estimation from MODISEVI time series data using the Crop Proportion Phenology Index. Remote Sens. Environ., 2012, vol. 119, pp. 232–242. https://doi.org/10.1016/j.rse.2011.10.011</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Трофимов И.А., Трофимова Л.С., Яковлева Е.П. Сохранение и оптимизация агроландшафтов центрального Черноземья // Изв. РАН. Сер. геогр. 2017. № 1. С. 103–109. https://doi.org/10.15356/0373-2444-2017-1-103-109</mixed-citation><mixed-citation xml:lang="en">Sergienko V.G. The dynamics of the boundaries of forest vegetation zones in Russia under climate change. Tr. S.-Peterb. Nauch.-Issled. Inst. Lesn. Khoz., 2015, no. 1, pp. 5–19. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Тулохонов А.К., Цыдыпов Б.З., Волошин А.Л., Батуева Д.Ж., Чимэддорж Ц. Пространственно-временные характеристики растительного покрова аридной и семиаридной климатических зон Монголии на основе индекса вегетации NDVI // Аридные экосистемы. 2014. Т. 20. № 2 (59). С. 19–29.</mixed-citation><mixed-citation xml:lang="en">Terekhin E.A. Satellite-based estimation of successional processes on abandoned farmland of south Central Russian upland. Sovrem. Probl. Distants. Zondir. Zemli Kosmosa, 2019, vol. 16, no. 6, pp.180–193. (In Russ.). https://doi.org/10.21046/2070-7401-2019-16-6-180-193</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Федотов С.В. Вертикальная дифференциация ландшафтов и проблема границ природных зон в центре Русской равнины // Вестн. Воронеж. гос. ун-та. Сер.: География. Геоэкология. 2008. № 2. С. 5–12.</mixed-citation><mixed-citation xml:lang="en">Terekhin E.A. Indication of long-term changes in the vegetation of abandoned agricultural lands for the forest-steppe zone using NDVI time series. Komp. Optika, 2021, vol. 45, no. 2, pp. 245–252. (In Russ.). https://doi.org/10.18287/2412-6179-CO-797</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Физико-географическое районирование центральных черноземных областей. Воронеж: Изд-во Воронеж. ун-та, 1961. 263 с.</mixed-citation><mixed-citation xml:lang="en">Terekhin E.A. Reforestation on abandoned agricultural lands in the Central Russian Forest–Steppe. Izv. Akad. Nauk, Ser. Geogr., 2022, vol. 86, no. 4, pp. 594–604. (In Russ.). https://doi.org/10.31857/S2587556622040112</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Heck E., Beurs K.M. de, Owsley B.C., Henebry G.M. Evaluation of the MODIS collections 5 and 6 for change analysis of vegetation and land surface temperature dynamics in North and South America // ISPRS J. of Photogrammetry and Remote Sens. 2019. Vol. 156. P. 121–134. https://doi.org/10.1016/j.isprsjprs.2019.07.011</mixed-citation><mixed-citation xml:lang="en">Testa S., Soudani K., Boschetti L., Borgogno Mondino E. MODIS-derived EVI, NDVI and WDRVI time series to estimate phenological metrics in French deciduous forests. Int. J. Appl. Earth Obs. Geoinf., 2018, vol. 64, pp. 132–144. https://doi.org/10.1016/j.jag.2017.08.006</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Huete A., Didan K., Miura T., Rodriguez E.P., Gao X., Ferreira L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices // The Moderate Resolution Imaging Spectroradiometer (MODIS): a new generation of Land Surface Monitoring. 2002. Vol. 83. № 1. P. 195–213. https://doi.org/10.1016/S0034-4257(02)00096-2</mixed-citation><mixed-citation xml:lang="en">Tishkov A.A. Plant successions of zonal ecosystems: geographical analysis, significans for conservation and restoration of biodiversity. Izv. Samar. Nauch. Ts. RAN, 2012, vol. 14, no. 1–5, pp. 1387–1390. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Justice C.O., Townshend J.R.G., Vermote E.F., Masuoka E., Wolfe R.E., Saleous N., Roy D.P., Morisette J.T. An overview of MODIS Land data processing and product status // Remote Sens. of Environ. 2002. Vol. 83. № 1–2. P. 3–15.</mixed-citation><mixed-citation xml:lang="en">Trofimov I.A., Trofimova L.S., Yakovleva E.P. Preservation and optimization of agrolandscapes of the Central Chernozem zone. Izv. Akad. Nauk, Ser. Geogr., 2017, no. 1, pp. 103–109. (In Russ.). https://doi.org/10.15356/0373-2444-2017-1-103-109</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Karelin D.V., Lyuri D.I., Goryachkin S.V., Lunin V.N., Kudikov A.V. Changes in the carbon dioxide emission from soils in the course of postagrogenic succession in the Chernozems forest-steppe // Eurasian Soil Sci. 2015. Vol. 48. № 11. P. 1229–1241. https://doi.org/10.1134/S1064229315110095</mixed-citation><mixed-citation xml:lang="en">Tulokhonov A.K., Tsydypov B.Z., Voloshin A.L., Batueva D.Z., Chimeddorj T. Spatio-temporal characteristics of vegetation cover of arid and semiarid climatic zones in Mongolia on the basis of vegetation index NDVI. Arid Ecosys., 2014, vol. 4, no. 2, pp. 61–68.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Kurganova I.N., Telesnina V.M., Lopes de Gerenyu V.O., Lichko V.I., Karavanova E.I. The Dynamics of Carbon Pools and Biological Activity of Retic Albic Podzols in Southern Taiga during the Postagrogenic Evolution // Eurasian Soil Sci. 2021. Vol. 54. № 3. P. 337–351. https://doi.org/10.1134/S1064229321030108</mixed-citation><mixed-citation xml:lang="en">Varlamova E.V., Solov’ev V.S. Monitoring of vegetation cover in the Arctic zone of eastern Siberia using satellite data. Nauka Obrazovanie, 2012, no. 2, pp. 58–62. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Pan Y., Li L., Zhang J., Liang S., Zhu X., Sulla-Menashe D. Winter wheat area estimation from MODIS-EVI time series data using the Crop Proportion Phenology Index // Remote Sens. of Environ. 2012. Vol. 119. P. 232–242. https://doi.org/10.1016/j.rse.2011.10.011</mixed-citation><mixed-citation xml:lang="en">Zamolodchikov D., Kraev G. Impact of climate change on Russian forests: Recorded impacts and forecast estimates. Ustoich. Lesopol’zov., 2016, no. 4, pp. 23–31. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Testa S., Soudani K., Boschetti L., Borgogno Mondino E. MODIS-derived EVI, NDVI and WDRVI time series to estimate phenological metrics in French deciduous forests // J. of Applied Earth Observation and Geoinformation. 2018. Vol. 64. P. 132–144. https://doi.org/10.1016/j.jag.2017.08.006</mixed-citation><mixed-citation xml:lang="en">Zhang B., Zhang L., Xie D., Yin X., Liu C., Liu G. Application of Synthetic NDVI Time Series Blended from Landsat and MODIS Data for Grassland Biomass Estimation. Remote Sens., 2016, vol. 8, no. 1, art. 10. https://doi.org/10.3390/rs8010010</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Zhang B., Zhang L., Xie D., Yin X., Liu C., Liu G. Application of Synthetic NDVI Time Series Blended from Landsat and MODIS Data for Grassland Biomass Estimation // Remote Sens. 2016. Vol. 8. № 1. https://doi.org/10.3390/rs8010010.</mixed-citation><mixed-citation xml:lang="en">Zolotokrylin A.N., Titkova T.B., Ulanova S.S., Fedorova N.L. Ground-based and satellite investigation of production of pastures in Kalmykia that vary in degree of vegetation degradation. Arid Ecosys., 2013, vol. 3, no. 4, pp. 212–219.</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>
