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	<title>№2 2021 &#8211; ВОПРОСЫ ЛЕСНОЙ НАУКИ/FOREST SCIENCE ISSUES</title>
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		<title>WILDFIRES AS A FACTOR OF THE LOSS OF BIODIVERSITY AND FUNCTIONS OF FOREST ECOSYSTEMS</title>
		<link>https://jfsi.ru/en/4-2-2021-geraskina_et_al/</link>
		
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		<pubDate>Mon, 23 Aug 2021 18:51:59 +0000</pubDate>
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					<description><![CDATA[A.P. Geraskina*, D. N. Tebenkova, D. V. Ershov, E. V. Ruchinskaya, N. V. Sibirtseva, N.V. Lukina   Center for Forest Ecology and Productivity of the Russian Academy of Sciences 117997 Moscow, Russian Federation, Profsoyuznaya st. 84/32 bldg. 14  &#46;&#46;&#46;]]></description>
										<content:encoded><![CDATA[<p style="text-align: left;"><span style="color: #000000;"><a style="color: #000000;" href="https://jfsi.ru/wp-content/uploads/2022/04/Wildfires_as_a_factor-2021.pdf"><img loading="lazy" class="alignright wp-image-1122 size-full" src="https://jfsi.ru/wp-content/uploads/2018/10/pdf.png" alt="" width="32" height="32" /></a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>A.P. Geraskina</strong><strong><sup>*</sup></strong><strong>, </strong><strong>D. N. Tebenkova</strong><strong>, D. V. </strong><strong>Ershov</strong><strong>, </strong><strong>E. V. Ruchinskaya</strong><strong>, N. V. Sibir</strong><strong>ts</strong><strong>eva, </strong></span><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>N.V. Lukina</strong></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><sup> </sup></strong></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Center for Forest Ecology and Productivity of the Russian Academy of Sciences </em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>117997 Moscow, Russian Federation, Profsoyuznaya st. 84/32 bldg. 14</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><sup> </sup></strong></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><sup>*</sup>E-mail: angersgma@gmail.com</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Received 07.07.2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Revised 12.08.2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Accepted 18.08.2021</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><sup> </sup></strong></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Due to ever-increasing anthropogenic impact and global climate change, wildfires are becoming more frequent and intense all over the world. The wildfire factor is turning into an acute problem for forested countries that requires prompt solutions as the areas of forest ecosystems are reducing catastrophically, which results in an irreparable loss of biodiversity that provides all ecosystem functions and forest services. Many biologists consider wildfires a factor destructive to biota that results in permanent loss of some species and groups of living organisms; even if it is possible for them to recover after a wildfire, they may need a lot of time to do so. However, some studies argue that not only do wildfires reduce the biodiversity in forest ecosystems, but they also increase it, thus contributing to species conservation and sustainable functioning of forests.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">This article is aimed at analyzing the works that study how wildfires impact the main components, biodiversity, and functions of forest ecosystems. The authors answer the question why wildfires, while being an obvious destruction factor, are sometimes considered a factor for increase in biodiversity. The &#8220;positive&#8221; influence wildfires have on biodiversity can mostly be reduced to mosaic patterns, that is, forest canopy gaps that occur after a wildfire. However, reference analysis shows that the persistent opinion found in a number of works that a certain frequency of wildfires is necessary to maintain forest communities may be associated with ignored or misunderstood importance of biotic factors in the functioning of forests. In contemporary forest ecosystems, populations of key large mammal species disappeared or are greatly reduced; therefore, there are no microsites they usually form, including large forest canopy leaps (gaps, glades) that provide both opportunities for photophilous flora and pollinating insects to develop and generally sufficient conditions for multi-aged polydominant forest ecosystems with high biodiversity. In the forestry practice, measures are known to maintain mosaics. They include special types of felling, supporting populations of key animal species, etc., and are both significantly less catastrophic in comparison with the wildfire factor and substantiated biologically. The authors provide recommendations for the conservation and maintenance of biodiversity and ecosystem functions in contemporary forests.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><em>Key words</em></strong><em>: forest, fiers, vegetation, animals, key species, greenhouse gases, soil, climate, carbon, ecosystem services, emissions</em></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em> </em></span></p>
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		<title>Mathematical modeling of the forest fire impact on the branch of a coniferous tree</title>
		<link>https://jfsi.ru/en/4-3-2021-baranovskiy_menshikov/</link>
		
		<dc:creator><![CDATA[lena]]></dc:creator>
		<pubDate>Tue, 27 Jul 2021 19:41:56 +0000</pubDate>
				<category><![CDATA[№2 2021]]></category>
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					<description><![CDATA[        N.V. Baranovskiy1, D. S. Menshikov2             1Tomsk Polytechnic University, Russia, 634050, Tomsk, Lenin Ave., 30 2State Specialized Design Institute Russia, 630075, Novosibirsk, st. Bohdan Khmelnitsky, 2 E-mail:&#46;&#46;&#46;]]></description>
										<content:encoded><![CDATA[<p style="text-align: left;"><span style="color: #000000;"><a style="color: #000000;" href="https://jfsi.ru/wp-content/uploads/2021/07/4-3-2021-Baranovskiy_Menshikov.pdf"><img loading="lazy" class="size-full wp-image-1122 alignright" src="https://jfsi.ru/wp-content/uploads/2018/10/pdf.png" alt="" width="32" height="32" /></a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>        N.V. Baranovskiy<sup>1</sup>, D. S. Menshikov<sup>2</sup></strong></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em><sup>            1</sup></em><em>Tomsk Polytechnic University,</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Russia, 634050, Tomsk, Lenin Ave., 30</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em><sup>2</sup></em><em>State Specialized Design Institute</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Russia, 630075, Novosibirsk, st. Bohdan Khmelnitsky, 2</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">E-mail: firedanger@yandex.ru</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Received 17 February 2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Revised 14 June 2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Accepted 29 June 2021</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">It is necessary to develop quantitative methods to assess the formation of thermal burns in the morphological parts of coniferous trees. The purpose of the study can be formulated as follows: mathematical modeling of heat transfer in the layered structure of a coniferous tree branch under the influence of a forest fire front. The heat propagation in the “branch-needles-flame zone” system is described by a system of non-stationary differential equations of heat conduction with the corresponding initial and boundary conditions. As an object of research, a digital model of a branch of a coniferous tree for various species, namely, pine, larch and fir, was used. Temperature distributions are obtained for different variants of the branch structure and conditions of the impact of the forest fire front. Conclusions are made about the need for further modernization of the mathematical model. The developed model is the basis for creating software tools for specialized geographic information systems.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><em>Key words</em></strong><em>: forest fire, branch, heat transfer, impact, thermal injure</em></span></p>
<p>&nbsp;</p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>REFERENCES</strong></span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Baranovskiy N. V., <em>Predicting, Monitoring, and Assessing Forest Fire Dangers and Risks</em>. IGI Global, 2020, 477 p.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Baranovskiy N. V., Kuznetsov G. V., <em>Forest fire occurrences and ecological impact prediction: monograph</em>. Novosibirsk: Publishing House of the Siberian Branch of the Russian Academy of Science, 2017, 259 p.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Bergman T. L., Incropera F. P., <em>Fundamentals of heat and mass transfer</em>, Hoboken, NJ, USA: John Wiley &#038; Sons, 2011.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Clarke P. J., Lawes M. J., Midgley J. J., Lamont B. B., Ojeda F., Burrows G. E., Enright N. J., Knox K. J. E., Resprouting as a key functional trait: How buds, protection and resources drive persistence after fire, <em>New Phytologist</em>, 2013, Vol. 197, pp. 19–35.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Grishin A. M., <em>Mathematical modeling of forest fire and new methods of fighting them</em>. Russia. Tomsk: Publishing House of the Tomsk State University, 1997, 390 р.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Hare R. C., <em>Heat effects on living plants</em>. Occasional Paper 183. New Orleans, LA, USA: USDA Forest Service, Southern Forest Experiment Station, 1961.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Lambert B. S., Stohlgren T. J., Giant sequoia mortality in burned and unburned stands, <em>Journal of Forestry</em>, 1988, Vol. 86, pp. 44–46.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Michaletz S. T., Johnson E. A., How forest fires kill trees: a review of the fundamental biophysical processes, <em>Scandinavian Journal of Forest Research</em>, 2007, Vol. 22, pp. 500–515.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Michaletz S. T., Johnson E. A., Mell W. E., Greene D. F., Timing of fire relative to seed development may enable non-serotinous species to recolonize from the aerial seed banks of fire-killed trees, <em>Biogeosciences</em>, 2013, Vol. 10, pp. 5061–5078.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Pearson H. A., Davis J. R., Schubert G. H., Effects of wildfire on timber and forage production in Arizona, <em>Journal of Range Management</em>, 1972, Vol. 25, pp. 250–253.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Rosenberg B., Kemeny G., Switzer R. C., Hamilton T. C., Quantitative evidence for protein denaturation as the cause of thermal death, <em>Nature</em>, 1971, Vol. 232, pp. 471–473.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Shilov I. A., <em>Ecologia</em> (Ecology). Moscow: High School, 2003, 512 p.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Valor T., Casals P., Altieri S., Gonzalez-Olabarria J. R., Pique M., Battipaglia G., Disentangling the effects of crown scorch and competition release on the physiological and growth response of Pinus halepensis Mill. Using δ<sup>13</sup>C and δ<sup>18</sup>O isotopes, <em>Forest Ecology and Management</em>, 2018, Vol. 424, pp. 276–287.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Van Wagner C. E., Height of crown scorch in forest fires, <em>Canadian Journal of Forest Research</em>, 1973, Vol. 3, pp. 373–378.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Yakimov N., Ponomarev E., Dynamics of post-fire effects in larch forests of Central Siberia based on Satellite data, <em>E3S Web of Conference</em>, 2020, Vol. 149, Article No. 03008.</span></p>
<p style="text-align: justify;">
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		<item>
		<title>Assessment of landscape fires in 2020 in Russia</title>
		<link>https://jfsi.ru/en/4-2-2021-glushkov_et_al/</link>
		
		<dc:creator><![CDATA[lena]]></dc:creator>
		<pubDate>Tue, 27 Jul 2021 19:14:31 +0000</pubDate>
				<category><![CDATA[№2 2021]]></category>
		<guid isPermaLink="false">https://jfsi.ru/?p=4313</guid>

					<description><![CDATA[I. V. Glushkov, V. V. Lupachik, I. V. Zhuravleva, A. Yu. Yaroshenko, A. F. Komarova, M. A. Drozdovskaya, A. N. Drozdovskiy, A. V. Pilipenko, N. Yu. Barakova, M. Yu. Vasilieva, D. B. Koltsov, Yu. E. Zenkevitch, A. G. Zudkin, A. A. Andreeva Greenpeace Russia Russia, 125040 Moscow, Leningradskiy prospect, 26/1&#46;&#46;&#46;]]></description>
										<content:encoded><![CDATA[<p style="text-align: left;"><span style="color: #000000;"><a style="color: #000000;" href="https://jfsi.ru/wp-content/uploads/2021/07/4-2-2021-Glushkov_et_al.pdf"><img loading="lazy" class="size-full wp-image-1122 alignright" src="https://jfsi.ru/wp-content/uploads/2018/10/pdf.png" alt="" width="32" height="32" /></a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>I. V. Glushkov, V. V. Lupachik, I. V. Zhuravleva, A. Yu. Yaroshenko, A. F. Komarova, M. A. Drozdovskaya</strong><strong>, A. N. Drozdovskiy, A. V. Pilipenko, N. Yu. Barakova, M. Yu. Vasilieva, D. B. Koltsov, Yu. E. Zenkevitch, A. G. Zudkin, A. A. Andreeva </strong></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Greenpeace Russia<br />
Russia, 125040 Moscow, Leningradskiy prospect, 26/1</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">E-mail: <a style="color: #000000;" href="mailto:alexey.yaroshenko@greenpeace.org">alexey.yaroshenko@greenpeace.org</a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Received 12 April 2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Revised 26 June 2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Accepted 29 June 2021</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Landscape fires are one of the main factors of anthropogenic vegetation and soil transformation, as well as anthropogenic climate change. Despite this, until now there have been no detailed estimates of the scale of all types of landscape fires throughout Russia for a full calendar year. This work was aimed at providing such an assessment for landscape fires in 2020, as well as creating a publicly available map of these fires. The fires were mapped by experts and specially trained volunteers on the basis of Sentinel-2 MSI medium spatial resolution satellite images (20 m/pixel) for two periods — from January 1 to May 15, and from May 16 to December 31 inclusive. The total area of identified landscape fires was 25.84 million hectares. The division of the identified fires into presumably controlled (prescribed burning) and uncontrolled (actually fires) was not carried out within the framework of this work. However, the burned areas, corresponding to the area criterion established for single prescribed burnings (up to 10 hectares), account for only 0.96% of the total area of detected fires. The final map of landscape fires, compiled as a result of this work, is available in the public domain at <a style="color: #000000;" href="https://maps.greenpeace.org/maps/gpru/fires_2020">https://maps.greenpeace.org/maps/gpru/fires_2020</a>.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>Key words:</strong><em> landscape fires, abandoned lands, spring fires, forest fires</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>REFERENCES</strong></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Bartalev S. A., Ershov D. V., Korovin G. N., Kotel’nikov R. V., Lupjan E. A., Shhetinskij V. E., Osnovnye vozmozhnosti i struktura informacionnoj sistemy distancionnogo monitoringa lesnyh pozharov Federal&#8217;nogo agentstva lesnogo hozjajstva (ISDM-Rosleshoz) (The main functionalities and structure of the Forest Fire SatelliteMonitoring Information System of Russian Federal Forestry Agency (SMIS-Rosleshoz)), <em>Sovremennye problemy distancionnogo zondirovanija Zemli iz kosmosa</em>, 2010, Vol. 7, No. 2, pp. 97–105.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Drozdovskaya M., Instructions for drawing fires, 2020, URL: https://docs.google.com/document/d/1PDgepEQC5ZQnnMDlRAPuIVeUC325tAB4doriK-jdOgM/edit</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Drusch M., Del Bello U., Carlier S., Colin O., Fernandez V., Gascon F., Hoersch B., Isola C., Laberinti P., Martimort P., Meygret A., Spoto F., Sy O., Marchese F., Bargellini P., <a style="color: #000000;" href="http://pdn.sciencedirect.com/science?_ob=MiamiImageURL&#038;_cid=271745&#038;_user=10&#038;_pii=S0034425712000636&#038;_check=y&#038;_origin=browseVolIssue&#038;_zone=rslt_list_item&#038;_coverDate=2012-05-15&#038;wchp=dGLzVlV-zSkWz&#038;md5=7eb9a9a0e5203837cd1e24bf17168d32&#038;pid=1-s2.0-S0034425712000636-main.pdf">SENTINEL-2: ESA’s Optical High-Resolution Mission for GMES Operational Services</a>, <em>Remote Sensing of Environment</em>, 2012, Vol. 120, pp. 25–36.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Giglio L., Schroeder W., Justice C. O., The collection 6 MODIS active fire detection algorithm and fire products, <em>Remote Sensing of Environment</em>, 2016, Vol. 178, pp. 31–41.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Glushkov I. V., Lupachik V. V., Prishhepov A. V., Potapov P. V., Pukinskaja M. Yu., Jaroshenko A. Yu., Zhuravleva I. V., Kartirovanie zabroshennyh zemel’ v vostochnoj Evrope s pomoshh’ju sputnikovyh snimkov Landsat i Google Earth Engine (Mapping abandoned lands in Eastern Europe with Landsat satllite images and Google Earth Engine), <em>VII All-Russian Conference Aerospace methods and GIS-technologies in forestry, Forest Management and Ecology (CEPF RAS),</em> Proc. Conf., Russia, Moscow, 22–27 April, 2019, pp. 35–37.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Glushkov I., Zhuravleva I., McCarty J., Komarova A., Drozdovsky A., Drozdovskaya M., Lupachik V., Yaroshenko A., Stehman V. and Prishchepov A. High-resolution participatory mapping of early season fires across Russia // Environmental Research Letters, 2021 (submitted).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Gosudarstvennyj komitet SSSR po standartam (USSR State Committee for Standards)</em>, 1983, December 19. No. 6263. GOST 17.6.1.01-83.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">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., and Townshend J. R. G. High-Resolution Global Maps of 21st-Century Forest Cover Change, <em>Science,</em> 2013, Vol. 342, pp. 850–53.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://aviales.ru/files/documents/2020/fds_svedeniya/сведения%20о%20лесопожарной%20обстановке%20на%20территории%20субъектов%20рф%20на%2016.05.2020.pdf">https://aviales.ru/files/documents/2020/fds_svedeniya/сведения%20о%20лесопожарной%20обстановке%20на%20территории%20субъектов%20рф%20на%2016.05.2020.pdf</a>, (2021).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://aviales.ru/files/documents/2020/fds_svedeniya/сведения%20о%20лесопожарной%20обстановке%20на%20территории%20субъектов%20рф.pdf">https://aviales.ru/files/documents/2020/fds_svedeniya/сведения%20о%20лесопожарной%20обстановке%20на%20территории%20субъектов%20рф.pdf</a>, (2021, March 20).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://earthdata.nasa.gov/earth-observation-data/near-real-time/firms/active-fire-data#ed-firms-kml">https://earthdata.nasa.gov/earth-observation-data/near-real-time/firms/active-fire-data#ed-firms-kml</a>, (2021, March 15).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://nffc.aviales.ru/main_pages/index.shtml">https://nffc.aviales.ru/main_pages/index.shtml</a> (2021, March 20).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://www.fedstat.ru/indicator/38495">https://www.fedstat.ru/indicator/38495</a>, (2021, March 20).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://www.fedstat.ru/indicator/38496">https://www.fedstat.ru/indicator/38496</a>(2021, March 20).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Informatsionnaya sistema distantsionnogo monitoringa Federal&#8217;nogo agentstva lesnogo khozyaystva. Blok monitoringa pozharnoy opasnosti. Otkrytyye dannyye s 30 sentyabrya 2020 goda (Information system for remote monitoring of the Federal Forest Agency. Fire hazard monitoring unit. Open data since September 30, 2020). URL: <a style="color: #000000;" href="https://public.aviales.ru/main_pages/public.shtml">https://public.aviales.ru/main_pages/public.shtml</a> (2021, 14 June).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Khanina L. G., Smirnov V. E., Romanov M. S. Bobrovsky M. V., Effect of spring grass fires on vegetation patterns and soil quality in abandoned agricultural lands at local and landscape scales in Central European Russia, <em>Ecol Process</em>, 2018, Vol. 7, No. 38, pp. 1–19.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Kotel’nikov R. V., Lupjan E. A., Bartalev S. A., Ershov D. V., Kosmicheskij monitoring lesnyh pozharov: istorija sozdanija i razvitija ISDM-Rosleshoz (Space monitoring of forest fires: the history of the creation and devepment of ISDM-Rosleshoz), <em>Lesovedenie, </em>2019, No. 5, pp. 399–409.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Lupjan E. A., Bartalev S. A., Balashov I. V., Egorov V. A., Ershov D. V., Kobec D. A., Sen’ko K. S., Stycenko F. V., Sychugov I. G., Sputnikovyj monitoring lesnyh pozharov v 21 veke na territorii Rossijskoj Federacii (cifry i fakty po dannym detektirovanija aktivnogo gorenija) (Satellite monitoring of forest fires in the 21st century in the territory of the Russian Federation (facts and figures based on active fires detection)),<em> Sovremennye problemy distancionnogo zondirovanija Zemli iz kosmosa</em>, 2017, Vol. 14, No. 6, pp.  58–175.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">McCarty J. L., Ellicott E. A., Romanenkov V., Rukhovitch D., Koroleva P., Multi-year black carbon emissions from cropland burning in the Russian Federation, <em>Atmospheric Environment</em>, 2012, Vol. 63, pp. 223–238.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Metodicheskie rekomendacii po provedeniyu vyzhiganiya suhoj travyanistoj rastitel&#8217;nosti </em>(Methodical recommendations for burning dry herbaceous vegetation), EMERCOM of Russia, 23 January 2014, No. 2-4-87-1-19, URL: <a style="color: #000000;" href="https://www.garant.ru/products/ipo/prime/doc/70498286/">https://www.garant.ru/products/ipo/prime/doc/70498286/</a> (2021, 14 June).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Mollicone D., Eva H., Achard F., Human role in Russian wild fires, <em>Nature</em>, 2006, Vol. 440, pp. 436–437.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Olofsson P., Foody G. M., Herold M., Stehman S. V., Woodcock C. E., Wulder M. A., Good practices for estimating area and assessing accuracy of land change, <em>Remote Sensing of Environment,</em> 2014, Vol. 148, pp. 42–57.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Potapov P., Hansen M. C., Kommareddy I., Kommareddy A., Turubanova S., Pickens A., Adusei B., Tyukavina A., and Ying Q. Landsat analysis ready data for global land cover and land cover change mapping, <em>Remote Sensing</em>, 2020, Vol. 12, No.  3 (426). pp. 1–24.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Pravila protivopozharnogo rezhima v Rossijskoj Federacii Utv. Postanovleniem Pravitel&#8217;stva Rossijskoj Federacii</em> (Fire safety rules in the Russian Federation Approved. Decree of the Government of the Russian Federation), No. 1479, September 16, 2020, URL: <a style="color: #000000;" href="https://ovr.khabkrai.ru/events/Novosti/857">https://ovr.khabkrai.ru/events/Novosti/857</a> (2021, 14 June).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Prikaz MCHS Rossii «Ob utverzhdenii Poryadka ucheta pozharov i ih posledstvij»</em> (Order of the Ministry of Emergency Situations of Russia &#8220;On approval of the Procedure for accounting for fires and their consequences&#8221;), November 21, 2008, No. 714. URL: <a style="color: #000000;" href="https://www.mchs.gov.ru/dokumenty/normativnye-pravovye-akty-mchs-rossii/689">https://www.mchs.gov.ru/dokumenty/normativnye-pravovye-akty-mchs-rossii/689</a>  (2021, 14 June).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Prikaz Ministerstva prirodnyh resursov i ekologii RF «Ob utverzhdenii Metodicheskih ukazanij po organizacii i provedeniyu profilakticheskih kontroliruemyh protivopozharnyh vyzhiganij hvorosta, lesnoj podstilki, suhoj travy i drugih lesnyh goryuchih materialov v lesah, raspolozhennyh na zemlyah lesnogo fonda»</em> (Order of the Ministry of Natural Resources and Ecology of the Russian Federation «On Approval of Methodological Guidelines for the Organization and Conduct of Preventive Controlled Fire-Fighting Burns of Brushwood, Forest Litter, Dry Grass and Other Forest Combustible Materials in Forests Located on the Lands of the Forest Fund»), August 27, 2019, No. 580, URL: <a style="color: #000000;" href="https://www.garant.ru/products/ipo/prime/doc/72669244/">https://www.garant.ru/products/ipo/prime/doc/72669244/</a> (2021, 14 June).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Schroeder W., Oliva P., Giglio L., Csiszar I. A., The New VIIRS 375 m active fire detection data product: Algorithm description and initial assessment, <em>Remote Sensing of Environment</em>, 2014, Vol. 143, pp. 85–96.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Shihov A. N., Zaripov A. S., Mnogoletnjaja dinamika poter’ lesov ot pozharov i vetrovalov na severo-vostoke Evropejskoj Rossii po sputnikovym dannym (Long-term dynamics of fire- and wind-related forest losses in northeast European Russia from satellite data),<em> Sovremennye problemy distancionnogo zondirovanija Zemli iz kosmosa</em>, 2018, Vol. 15, No. 7, pp. 114–128.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Shvidenko A. Z., Shhepashhenko D. G., Klimaticheskie izmenenija i lesnye pozhary v Rossii (Climate Changes and Wildfi res in Russia), <em>Lesovedenie</em>, 2013, No. 5, pp. 50–61.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Stehman S. V., Estimating area from an accuracy assessment error matrix, <em>Remote Sensing of Environment,</em> 2013, Vol. 132, pp. 202–211.</span></p>
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		<title>Review of OPEN SOURCE QGIS forestry plugins</title>
		<link>https://jfsi.ru/en/4-2-2021-podolskaia/</link>
		
		<dc:creator><![CDATA[lena]]></dc:creator>
		<pubDate>Tue, 27 Jul 2021 18:58:12 +0000</pubDate>
				<category><![CDATA[№2 2021]]></category>
		<guid isPermaLink="false">https://jfsi.ru/?p=4295</guid>

					<description><![CDATA[E. S. Podolskaia Center for Forest Ecology and Productivity of the Russian Academy of Sciences Profsoyuznaya st. 84/32 bldg. 14, Moscow 117997, Russian Federation   E-mail: podols_kate@mail.ru Received 13.04.2021 Revised 12.05.2021 Accepted 21.06.2021  &#46;&#46;&#46;]]></description>
										<content:encoded><![CDATA[<p style="text-align: left;"><span style="color: #000000;"><a style="color: #000000;" href="https://jfsi.ru/wp-content/uploads/2021/07/4-2-2021-Podolskaia.pdf"><img loading="lazy" class="size-full wp-image-1122 alignright" src="https://jfsi.ru/wp-content/uploads/2018/10/pdf.png" alt="" width="32" height="32" /></a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>E. S. Podolskaia </strong></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Center for Forest Ecology and Productivity of the Russian Academy of Sciences </em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Profsoyuznaya st. 84/32 bldg. 14</em><em>,</em><em> Moscow 117997</em><em>,</em><em> Russian Federation</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em> </em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">E-mail: podols_kate@mail.ru</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Received 13.04.2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Revised 12.05.2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Accepted 21.06.2021</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em> </em></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Forest industry today has some experience of using Open Source-programs. The article describes the Open Source QGIS plugins to solve the forestry challenges for the forest fire management and forest resources in scientific and applied research. Undertaken analysis will simplify selection of tools for a forest geoinformation project in Desktop and Web versions. A general brief description of modern plugins in QGIS (version 3.18.1) is given, and forestry plugins are characterized. An analysis of external QGIS plugins for working with forest resources and forest fires showed the heterogeneity of research, which has not identified any trends yet. Development of plugins with available data as map services for territories of different spatial coverage may be an option for the future research, while the ability to access archived data is important for the forest industry. The niche of thematic forest tasks in the modern QGIS plugin repository continues to be quite narrow. Transport and environmental applications implemented in GIS tools are more numerous and can solve some tasks of a forest project. Such review of plugins’ functionality should be done on a regular basis, following new developments and new versions of QGIS software.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><em>Key words:</em></strong><em> forest resources, forest fires, forestry management, QGIS, plugin</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>REFERENCES</strong></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Duarte L., Silva P., Teodoro A.C<em>.,</em> Development of a QGIS Plugin to Obtain Parameters and Elements of Plantation Trees and Vineyards with Aerial Photographs, <em>International Journal of Geo-Information,</em> 2018, Vol. 7, No 3, P. 109. DOI: <a style="color: #000000;" href="http://dx.doi.org/10.3390/ijgi7030109">10.3390/ijgi7030109</a></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Government Order, 20.09.2018, N 1989-r (edited 28.02.2019).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Jung M., LecoS &#8211; A QGIS plugin for automated landscape ecology analysis<em>, </em><em>PeerJ PrePrints</em>, 2013, pp. 1-10. DOI: 10.7287/peerj.preprints.116v2</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Korosov A.V., Zorina A.A., Jekologicheskie prilozhenija Quantum GIS: uchebnoe posobie dlja studentov biologicheskih special&#8217;nostej (QGIS environmental applications), Petrozavodsk: PetrGU, 2016, 211 p.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Krylov A.M., Vladimirova N.A., Malahova E.G., Ispol&#8217;zovanie svobodnyh GIS v sisteme distancionnogo lesopatologicheskogo monitoringa (Open Source GIS in the remote forest pathology monitoring system), <em>Lesnoj vestnik, </em>2012, No 1. pp. 148–152.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Lovelace R., Open source tools for geographic analysis in transport planning, <em>J. Geogr. Syst.</em>, 2021, pp. 1–32. DOI: 10.1007/s10109-020-00342-2 (2021, 12 May).</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Podolskaia E., Osnovy raboty v geoinformacionnom prilozhenii Open Source QGIS: geodannye, koordinaty, bazovaja funkcional&#8217;nost&#8217;, kontrol&#8217; kachestva dannyh, oformlenie i publikacija proekta (Basics of working in Open Source QGIS: geodata, coordinates, basic functionality, data quality control, design and publication of the project), Lab-publisher, 2020, 52 p.  URL: www.morebooks.shop/store/ru/book/osnovy-raboty-v-geoinformacionnom-prilozhenii-open-source-qgis/isbn/978-620-2-51526-9</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Podolskaia E., Ershov D., Kovganko K., Comparison of data sources on transport infrastructure for the regional forest fire management. Reyer, C., Bilogub, M., Mahnken, M., Gutsch, M., Kruger, K., Ramming, A., Reineking, B., Seidl, R., Schelhaas, M.-J., Makela, A., Verkerk, H. (Eds.), <em>Managing forests in the 21<sup>st</sup> century: Book of abstracts, Managing forests in the 21<sup>st</sup> century, Conference at the Potsdam Institute for Climate Impact Research,</em> Potsdam, 2020, 59 p.  DOI: org/10.2312/pik.2020.002</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">QGIS and applications in agriculture and forest. Baghdadi N., Mallet C., Zribi M. (Eds.), 2018, Vol. 2, <em>Wiley-ISTE. </em>364 p.</span></p>
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		<title>Scale of natural fire danger of forest ecosystems of Melekhov  I. S. Overview of modern Russian methodological approaches</title>
		<link>https://jfsi.ru/en/4-2-2021-plotnikova/</link>
		
		<dc:creator><![CDATA[lena]]></dc:creator>
		<pubDate>Fri, 16 Jul 2021 18:57:49 +0000</pubDate>
				<category><![CDATA[№2 2021]]></category>
		<guid isPermaLink="false">https://jfsi.ru/?p=4281</guid>

					<description><![CDATA[   A.S. Plotnikova               Center for Forest Ecology and Productivity of the RAS, Profsoyuznaya st. 84/32 bldg. 14, Moscow, 117997, Russia E-mail: plotnikova-as-cepl@yandex.ru Received 10.05.2021 Revised 08 June&#46;&#46;&#46;]]></description>
										<content:encoded><![CDATA[<p style="text-align: left;"><span style="color: #000000;"><a style="color: #000000;" href="https://jfsi.ru/wp-content/uploads/2021/07/4-2-2021-Plotnikova.pdf"><img loading="lazy" class="size-full wp-image-1122 alignright" src="https://jfsi.ru/wp-content/uploads/2018/10/pdf.png" alt="" width="32" height="32" /></a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>   A.S. Plotnikova</strong></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">              Center for Forest Ecology and Productivity of the RAS, </span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Profsoyuznaya st. 84/32 bldg. 14, Moscow, 117997, Russia</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">E-mail: <a style="color: #000000;" href="mailto:plotnikova-as-cepl@yandex.ru">plotnikova-as-cepl@yandex.ru</a></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Received 10.05.2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Revised 08 June 2021</span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Accepted 29 June 2021</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">The article is devoted to the review of various methodological approaches to the estimation of natural fire danger (NFD), as well as to the creation, updation and application of the NFD maps, which are offered by modern Russian scholars. The scale of natural fire danger assessment recommended for use and developed by I. S. Melekhov is presented and analyzed. The methodological drawbacks of this scale as stated by modern researchers are indicated. The paper reviews the development of a new methodological approach to compilation of regional scales for assessing the natural fire danger of forests, by taking into account the links between forest growth conditions as well as seasonal and climatic conditions in the regions of the Russian Federation. The method for mapping of natural fire danger on the basis of maps of plant combustible materials, proposed by the scientific group of the V. N. Sukachev Institute of Forest SB RAS, is studied. We consider studies of the Mytischi Branch of Bauman Moscow State Technical University related to investigation if the possibility for applying mathematical modeling methods for long-term forecasting of changes in NFD under different scenarios of forest management. The method for annual mapping of NFD classes, proposed in the CEPF RAS, is presented. An example of the use of NFD maps in assessing the probability of forest fires in the ICARP FEB RAS is considered. Future research areas are identified, namely, a cartographic representation of the created regional scales of NFD and the results of mathematical modeling of long-term changes in NFD.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong><em>К</em></strong><strong><em>ey words:</em></strong> <em>natural fire danger,</em><em> vegetation fuel </em><em>maps, forest fires</em></span></p>
<p style="text-align: center;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><strong>REFERENCES</strong></span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Abroskina A. K., Volokitina A. V., Korets M. A., Sostavlenie kart prirodnoi pozharnoi opasnosti po materialam lesoustroistva (Natural fire danger map making on the basis of the forest management data), <em>Vestnik KrasGAU</em>, 2012, Vol. 70, No. 7, pp. 60–64.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Bartalev S. A., Egorov V. A., Ershov D.V., Isaev A. S., Lupyan E. A., Plotnikov D. E., Uvarov I. A., Sputnikovoe kartografirovanie rastitel&#8217;nogo pokrova Rossii po dannym spektroradiometra MODIS (Mapping of Russia’s vegetation cover using MODIS satellite spectroradiometer data), <em>Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa</em>, 2011, Vol. 8, No. 4, pp. 285–302.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Volokitina A. V., Sofronova T. M., Kartografirovanie rastitel&#8217;nykh goryuchikh materialov (Vegetation Fuel Mapping), <em>Sibirskii lesnoi zhurnal</em>, 2014, No. 6, pp. 8–28.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Volokitina A. V. Sovershenstvovanie otsenki prirodnoi pozharnoi opasnosti v zapovednikakh (Improving the assessment of the natural fire hazard in nature reserves), <em>Geografiya i prirodnye resursy</em>, 2017, No 1, pp. 55–61.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Kogan R. M., Glagolev V. A., Sistema prostranstvennogo prognoza vozniknoveniya pozharov po pogodnym i lesorastitel&#8217;nym usloviyam (System of spatial forecast of fires emergence on weather and forest vegetation conditions), <em>Bezopasnost&#8217; v tekhnosfere</em>, 2013, Vol. 2, No. 5, pp. 11–20.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Kogan R. M., Glagolev V. A., Informatsionno-analiticheskaya sistema prognoza pozharov rastitel&#8217;nosti po prirodnym usloviyam (Information-analytical system of forecast vegetation fires in natural conditions), <em>InterKarto. InterGIS</em>, 2015, Vol. 21, pp. 274–281.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Kogan R. M., Glagolev V. A., Pirologicheskie kharakteristiki territorii Dal&#8217;nego Vostoka Rossii na primere Khabarovskogo kraya i Evreiskoi avtonomnoi oblasti (Pyrological characteristics in the municipal districts of Khabarovsk Territory and Jewish Autonomous Region), <em>Regional&#8217;nye problem</em>, 2015, Vol. 18, No. 4, pp. 76–82.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Kurbatskii N. P., Issledovanie kolichestva i svoistv lesnykh goryuchikh materialov (Investigation of the quantity and properties of forest fuel), In: <em>Voprosy lesnoi pirologii</em> (Forest pyrology issues), Krasnoyarsk: ILiD SO AN SSSR, 1970, pp. 5–58.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><em>Rossiiskaya gazeta</em>, 2006, December 8.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Melekhov I. S., Dusha-Gudym S. I., Sergeeva E. P., <em>Lesnaya pirologiya</em> (Forest pyrology), Moscow: Izd-vo GOU VPO MGUL, 2007, 296 p.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Plotnikova A. S., Ershov D. V., Metod aktualizatsii kart klassov prirodnoi pozharnoi opasnosti lesnoi territorii s pomoshch&#8217;yu sputnikovykh tematicheskikh produktov (The method to update maps of forest natural fire danger levels using satellite–derived thematic products), <em>Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa</em>, 2015, Vol. 12, No. 1, pp. 181–189.</span></p>
<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;">Plotnikova A. S., Ershov D. V., Aktualizatsiya kart klassov prirodnoi pozharnoi opasnosti lesnykh ekosistem s ispol&#8217;zovaniem sputnikovykh tematicheskikh produktov vysokogo razresheniya (Updating natural fire danger maps using high-resolution satellite thematic products), <em>Chetyrnadtsataya Vserossiiskaya otkrytaya konferentsiya </em><em>«</em><em>Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa</em>» (Current problems in remote sensing of the Earth from space), Moscow, 14–18 November, 2016, Space Research Institute of the RAS, p. 104.</span></p>
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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif; color: #000000;"><a style="color: #000000;" href="https://base.garant.ru/12189021/">https://base.garant.ru/12189021/</a> (2021, 12, July). </span></p>
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