{"id":7947,"date":"2026-01-14T10:04:28","date_gmt":"2026-01-14T07:04:28","guid":{"rendered":"https:\/\/jfsi.ru\/?p=7947"},"modified":"2026-01-14T17:39:35","modified_gmt":"2026-01-14T14:39:35","slug":"8-4-2025-kravtsova_et_al","status":"publish","type":"post","link":"https:\/\/jfsi.ru\/en\/8-4-2025-kravtsova_et_al\/","title":{"rendered":"ASSESSMENT OF THE DYNAMICS OF THE AREA AND CONDITION OF FORESTS IN OIL PRODUCTION AREAS BASED ON SATELLITE IMAGES USING THE EXAMPLE OF THE SAMOTLORSKOE FIELD"},"content":{"rendered":"<p><a style=\"color: #000000;\" href=\"http:\/\/jfsi.ru\/wp-content\/uploads\/2026\/01\/8-4-2025-Kravtsova_et_al.pdf\"><img loading=\"lazy\" class=\"size-full wp-image-1122 alignright\" src=\"http:\/\/jfsi.ru\/wp-content\/uploads\/2018\/10\/pdf.png\" alt=\"\" width=\"32\" height=\"32\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><strong style=\"font-family: 'times new roman', times, serif;\">V. I. Kravtsova, M. V. Zimin, E. R. Chalova<\/strong><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong>\u00a0<\/strong><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>Lomonosov Moscow State University, Faculty of Geography<\/em><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>Leninskie Gory 1 bldg. 12, Moscow, 119234, Russian Federation<\/em><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">E-mail: valentinamsu@yandex.ru<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">Received: 02.06.2025<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">Revised: 08.11.2025<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">Accepted: 04.12.2025<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>\u00a0<\/em><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Oil field development in forested areas has a significant impact on forests. Field development involves clearing the area for oil production sites, creating facilities for primary oil processing, and pipelines for its transportation. Oil production development at an already developed field is associated with oil losses during accidents at production sites and oil pipelines and vegetation degradation at oil spill sites. Both aspects \u2014 forest area reduction and vegetation degradation in oil production areas \u2014 determine the relevance of their research using space images. The work is based on the example of a site at the Samotlor field in Western Siberia. The research material is modern space images from the WorldView-3 satellite in 2019 and 2022, and a 1980 general topographic map. Research methods include determining forest areas using the 1980 map and 2019 images; interpreting oil spills using space images. obtaining spectral radiance graphs for areas with different types of degraded vegetation within spills and for similar types of vegetation outside spills, in natural conditions, using images obtained in the year of the spill and three years later. As a result, 3-fold reduction in the forest area of the study area since 1980 was revealed. The spectral radiance curves of degraded vegetation obtained from WorldView-3 images, compared to natural vegetation, are characterized by a decrease in the NIR1 maximum of up to 60% for shrub vegetation and up to 80% for forest vegetation. A repeat survey three years later showed a decrease in these differences, recording partial natural restoration of vegetation.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong><em>\u041a<\/em><\/strong><strong><em>eywords: <\/em><\/strong><em>anthropogenic impact, oil spills, forest degradation, self-healing, satellite images<\/em><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong>REFERENCES<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Abrosimov A. V., Belenov A. V., Bragin E. A., Sovmestnyj proekt kompanii \u00abSovzond\u00bb i NAC RP im. V. I. Shpil&#8217;mana \u2013 novoe slovo v kosmicheskom kontrole nedropol&#8217;zovanija i prirodopol&#8217;zovanija (A joint project of the Sovzond company and the Shpilman NAC for RP is a new word in space control of subsurface use and environmental management)<em>, Geomatika, <\/em>2009, No 4, pp. 64\u201380.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Achard V., Fabre S., Alakian A., Dubucq D., Deliot P., Direct or indirect on shore hydrocarbon detection methods applied to hyperspectral data in tropical area, <em>Earth Resources and Environmental Remote Sensing\/GIS Applications IX. SPIE<\/em>, 2018, Vol. 10790, pp. 172\u2013181, DOI: 10.1117\/12.2325097<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Arellano P., Tansey K., Balzter H., Boyd D. S., Detecting the effects of hydrocarbon pollution in the Amazon forest using hyperspectral satellite images, <em>Environmental Pollution<\/em>, 2015, Vol. 205, pp. 225\u2013239, DOI: 10.1016\/j.envpol.2015.05.041<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Astapov A. P., Braduchan Ju. V., Borovskij V. V., Voronin A. S. et al. Gosudarstvennaja geologicheskaja karta Rossijskoj Federacii. Masshtab 1:1000 000 (tret&#8217;e pokolenie), Serija Zapadno-Sibirskaja, List R-43-Surgut, Ob\u2019jasnitel&#8217;naja zapiska, (State geological map of the Russian Federation at a scale 1:1000,000 (third generation), West Siberian series, Sheet R-43-Surgut. Explanatory note,<em> Sankt-Peterburg, Kartfabrika VSEGEI, <\/em>2012, 342 pp.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Chizhov B. E., <em>Les i neft&#8217; Hanty-Mansijskogo avtonomnogo okruga<\/em> (Timber and oil of Khanty-Mansiysk Autonomous Okrug), Tjumen&#8217;: Izd-vo Mandriki, 1998, 144 p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Cloutis E. A., Spectral reflectance properties of hydrocarbons: remote-sensing implications, <em>Science<\/em>, 1989,\u00a0 No. 245, pp. 165\u2013168, DOI: 10.1126\/science.245.4914.165<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Horig B., Kuhn F., Oschutz F., Lehmann F., HyMap hyperspectral remote sensing to detect hydrocarbons, <em>International journal of remote sensing<\/em>, 2001, Vol. 22, pp. 1413\u20131422, DOI: 10.1080\/01431160120909<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Kazanceva M. N., <em>Vlijanie neftjanogo zagrjaznenija na taezhnye fitocenozy Srednego Priob&#8217;ja<\/em> (Influence of oil pollution on taiga phytocenoses of the Middle Ob region), Avtoref. diss. kand. biol. nauk: 03.00.16, Ekaterinburg, 1994, 26 p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>Kosmicheskie metody geojekologii<\/em> (Space methods of geoecology), Moscow, Izd-vo Mosk. un-ta, 1998, 104 p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Kravcova V. I., Zimin M. V., Issledovanie jevoljucii uchastkov neftjanyh razlivov po kosmicheskim snimkam vysokogo razreshenija na primere Samotlorskogo mestorozhdenija (Investigation of the evolution of oil spill sites based on high-resolution satellite images using the example of the Samotlor field)<em>, Aktual&#8217;nye problemy nefti i gaza<\/em>, 2023, Vol. 1, No 40, 2023, pp. 45\u201366.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">K\u00fchn F., Oppermann K., H\u00f6rig B., Hydrocarbon Index \u2013 an algorithm for hyperspectral detection of hydrocarbons, <em>International Journal of Remote Sensing<\/em>, 2004, Vol. 25, pp. 2467\u20132473, DOI: 10.1080\/01431160310001642287<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Lassalle G., Elger A., Credoz A., Hedacq R., Bertoni G., Dubucq D., Fabre S., Toward quantifying oil contamination in vegetated areas using very high spatial and spectral resolution imagery, <em>Remote Sensing<\/em>, 2019, Vol. 11, No 19, p. 2241, DOI: 10.3390\/rs11192241<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Moskalenko N. G., Antropogennaja dinamika rastitel&#8217;nosti tundr i taezhnyh zon (Anthropogenic dynamics of vegetation of tundra and taiga zones). In:<em> Antropogennye izmenenija jekosistem Zapadno-Sibirskoj gazonosnoj provincii <\/em>(Anthropogenic changes in ecosystems of the West Siberian gas-bearing province), Tyumen: In-t kriosfery Zemli, 2006, pp. 61\u201396.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Moskovchenko D. V., <em>Neftegazodobycha i okruzhajushhaja sreda. Jekologo-geohimicheskij analiz Tjumenskoj oblasti<\/em> (Oil and gas production and the environment. Ecological and geochemical analysis of the Tyumen region), Novosibirsk, Nauka, Sibpredprijatie RAN, 1998, 112 p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>Nacional&#8217;nyj atlas Rossii<\/em> (National Atlas of Russia), Vol. 2, Priroda. Jekologija (Nature. Ecology), Moscow, 2007, p. 331.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Ovechkina E. S., Kratkij analiz raspredelenija rastitel&#8217;nosti Nizhnevartovskogo rajona (A brief analysis of the distribution of profits in the Nizhnevartovsk District), <em>Aktual&#8217;nye voprosy nauki i praktiki XXI v<\/em>. (Current issues of science and practice in the 21st century),<em> Proceedings of the 3rd International Scientific and Practical Conference, Nizhnevartovsk, November 27-30, 2016. <\/em>Nizhnevartovsk: Nauka i praktika, 2016, pp. 110\u2013117.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Ozigis M. S., Kaduk J. D., Jarvis C. H., Mapping terrestrial oil spill impact using machine learning random forest and Landsat 8 OLI imagery: a case site within the Niger Delta region of Nigeria, <em>Environmental Science and Pollution Research<\/em>, 2019, Vol. 26, No 4, pp. 3621\u20133635, DOI: 10.1007\/s11356-018-3824-y<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Pizhankov I. N., Har&#8217;kina M. A., Pizhankova E. I., Tehnogennaja transformacija jekologo-geologicheskih uslovij pri razrabotke neftjanyh mestorozhdenij i transportirovke nefteproduktov (na primere uchastka Neftejuganskogo rajona, Zapadnaja Sibir&#8217;) (Technogenic transformation of ecological and geological conditions during the development of oil fields and transportation of petroleum products (on the example of the site of the Nefteyugansk region, Western Siberia)), <em>Tehnosfera<\/em> (Technosphere),<em> Proceedings of the 1st All-Russian Scientific Conference with International Participation \u00abTechnosphere\u00bb (September 17-18, 2024)<\/em>, FGBOU VO \u00abKubGTU\u00bb, Krasnodar, Izdatel&#8217;skij Dom \u2013 Jug, 2024, pp. 134\u2013137.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Podkoshnikova S. V., Sushchenya V. A., Izmeneniye rastitel&#8217;nosti bolota Samotlora pod vliyaniyem inzhenernykh sooruzheniy (Changes in the vegetation of Samotlor swamps under the influence of engineering structures), <em>Izvestia AN SSSR. Seriya geograficheskaya<\/em>, 1981, No 4, pp. 47\u201356.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Skarjatin V. D., Tihomirova O. M., Ispol&#8217;zovanie i obrabotka dannyh distancionnogo zondirovanija pri izuchenii nefte- i gazonosnyh rajonov Zapadnoj Sibiri (The use and processing of remote sensing data in the study of oil and gas-bearing regions of Western Siberia), In:<em> Ajerokosmicheskij monitoring ob&#8221;ektov neftegazovogo kompleksa (Aerospace monitoring of oil and gas facilities), <\/em>Moscow, Nauchnyj mir, 2012, pp. 435\u2013441.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Soromotin A. V., <em>Vozdejstvie dobychi nefti na taezhnye jekosistemy Zapadnoj Sibiri<\/em> (The impact of oil production on the taiga ecosystems of Western Siberia), Tjumen&#8217;: TGU, 2010, 320 p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Zubajdullin A. A., Samovosstanovlenie narushennyh fitocenozov na neftezagrjaznennyh uchastkah suhodolov i verhovyh bolot (Self-healing of disturbed phytocenoses in oil-polluted areas of dry lands and upland marshes),<em> Nauka i obrazovanie HMAO \u2013 XXI veku (Science and education of Khanty\u2013Mansi Autonomous Okrug &#8211; XXI century), Collection of abstracts of District Conference of Young Scientists and Specialists. <\/em>Surgut, SurSU, 2000, pp. 23\u201326.<\/span><\/p>\n<p style=\"text-align: justify;\">\n","protected":false},"excerpt":{"rendered":"<p>V. I. Kravtsova, M. V. Zimin, E. R. Chalova \u00a0 Lomonosov Moscow State University, Faculty of Geography Leninskie Gory 1 bldg. 12, Moscow, 119234, Russian Federation E-mail: valentinamsu@yandex.ru Received: 02.06.2025 Revised: 08.11.2025 Accepted: 04.12.2025&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[40],"tags":[],"_links":{"self":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/7947"}],"collection":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/comments?post=7947"}],"version-history":[{"count":4,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/7947\/revisions"}],"predecessor-version":[{"id":7962,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/7947\/revisions\/7962"}],"wp:attachment":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/media?parent=7947"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/categories?post=7947"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/tags?post=7947"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}