{"id":6076,"date":"2023-12-30T22:30:34","date_gmt":"2023-12-30T19:30:34","guid":{"rendered":"https:\/\/jfsi.ru\/?p=6076"},"modified":"2024-01-09T10:38:09","modified_gmt":"2024-01-09T07:38:09","slug":"6-2-2023-ershov-et-al","status":"publish","type":"post","link":"https:\/\/jfsi.ru\/en\/6-2-2023-ershov-et-al\/","title":{"rendered":"METHODOLOGICAL APPROACHES TO MAPPING FOREST FUELS"},"content":{"rendered":"

\"\"<\/a><\/p>\n

\u00a0D. <\/strong><\/span>V. Ershov*, E. N. Sochilova, N. V. Koroleva<\/strong><\/p>\n

Center for Forest Ecology and Productivity of the Russian Academy of Sciences <\/em><\/span><\/p>\n

Profsoyuznaya st. 84\/32 bldg. 14, <\/em>Moscow<\/em>,<\/em> 117997<\/em>,<\/em> Russian Federation<\/em><\/span><\/p>\n

*<\/strong>E-mail: dvershov67@gmail.com<\/span><\/p>\n

Received: 10.06.2023<\/span><\/p>\n

Revised: 23.06.2023<\/span><\/p>\n

Accepted: 23.06.2023<\/span><\/p>\n

Spatial data on the vertical structure and forest fuel loads are a very importance for reliable estimates of direct fire carbon emissions. Main purpose of our paper is to demonstrate methodological approaches to mapping pre-fire forest fuels, which sets of multidimensional regression models and thematic satellite products of forest stand characteristics are based on. The used models make it possible to calculate the parts of combustible biomass fractions (branches, foliage, undergrowth layer, ground vegetation cover, forest litter, detritus) of forest ecosystems for the main dominated species of different ages, relative density and site index for all the forested area of Russia in the different geographic zones. The article provides thematic input remote sensing data, which are used in models for calculating biomass fractions. The paper provides thematic input remote sensing data, which are used in models for calculating biomass fractions. The results of a preliminary comparison of estimates of biomass reserves of the upper canopy obtained based on satellite products and forest inventory data at the level of forest districts of the Kostroma region are presented.<\/span><\/p>\n

\u00a0<\/strong><\/span><\/p>\n

Key<\/em><\/strong> words<\/em><\/strong>:<\/em><\/strong> Forest Fire Fuels, Biomass, Carbon, Remote <\/em>Sensing<\/em> Monitoring<\/em><\/span><\/p>\n

\u00a0<\/strong><\/span><\/p>\n

REFERENCES<\/strong><\/span><\/p>\n

Alexander M. E., Lawson B. D., Stocks B. G., Van Wagner C. E., User guide to the Canadian forest fire behaviour prediction system: rate of spread relationships, Canadian Forestry Service Fire Danger Group<\/em>, 1984, 73 p.<\/span><\/p>\n

Andreev Ju. A., Andreev A. Ju., Mihajlov P. V., Pautjak V. G., Komorovskij V. S., Ocenka zapasa lesnyh gorjuchih materialov pri gosudarstvennoj inventarizacii lesov (Stock assessment of forest combustible materials in the state forest inventory), Trudy SPbNIILH, <\/em>2015, No 1, pp. 39\u201346.<\/span><\/p>\n

Bartalev S. A., Belward A. S., Erchov D. V., Isaev A. S., A new SPOT4-VEGETATION derived Land Cover Map of Northern Eurasia, International Journal of Remote Sensing<\/em>, 2003, Vol. 24, No 9, pp. 1977\u20131982.<\/span><\/p>\n

Bartalev S. A., Egorov V. A., Ershov D. V., Isaev A. S., Lupjan E. A., Plotnikov D. E., Uvarov I. A., Sputnikovoe kartografirovanie rastitel\u2019nogo pokrova Rossii po dannym spektroradiometra MODIS (Mapping of Russia\u2019s vegetation cover using MODIS satellite spectroradiometer data), Sovremennye problemy distancionnogo zondirovanija Zemli iz kosmosa<\/em>, 2011, Vol. 8, No. 4, pp. 285\u2013302.<\/span><\/p>\n

Bruce D., Fuel weights on the Osceola National Forest, Fire Control Notes<\/em>, 1951, No 12 (3), pp. 20\u201323.<\/span><\/p>\n

Chernova O. V., Golozubov O. M., Aljabina I. O., Shhepashhenko D. G., Kompleksnyj podhod k kartograficheskoj ocenke zapasov organicheskogo ugleroda v pochvah Rossii (Integrated approach to spatial assessment of soil organic carbon in Russian Federation), Pochvovedenie<\/em>, 2021, No 3, pp. 273\u2013286.<\/span><\/p>\n

Davis K. P., Byram G. M., Krumm W. R., Forest fire: control and use<\/em>, N.Y., Toronto, London, 1959, 584 p.<\/span><\/p>\n

Ershov D. V., Sochilova E. N., Kolichestvennye ocenki prjamyh pirogennyh jemissij ugleroda v lesah Rossii po dannym distancionnogo monitoringa 2021 goda (Quantitative estimates of direct pyrogenic carbon emissions in forest of Russia according to remote monitoring data 2021), Voprosy lesnoj nauki<\/em>, 2022, Vol. 5, No 4, Article 117.<\/span><\/p>\n

Ershov D. V., Sochilova E. N., Ocenka prjamyh pirogennyh jemissij ugleroda v lesah Rossii za 2020 god po dannym distancionnogo monitoringa (Assessment of direct pyrogenic carbon emissions in forests of Russia for 2020 according to remote monitoring data), Voprosy lesnoj nauki<\/em>, 2020, Vol. 3, No 4, pp.1\u20138.<\/span><\/p>\n

Fil’kov A. I., Fiziko-matematicheskoe modelirovanie vozniknovenija prirodnyh pozharov<\/em> (Physical and mathematical modeling of the occurrence of wildfires), Tomsk: Izdatel’skij Dom TGU, 2014, 276 p.<\/span><\/p>\n

Forestry Canada, Development and structure of the Canadian forest fire behavior prediction system, Information Report<\/em> ST\u2013X\u20133, Ottawa, 1992, 63 p.<\/span><\/p>\n

Fridland V. M., Pochvennaja karta RSFSR masshtaba 1 : 2\u00a0500 000<\/em> (Soil map of the RSFSR scale 1 : 2\u00a0500 000), Moscow: GUGK, 1988.<\/span><\/p>\n

Hornby L. G., Fuel type mapping in region one, Journal of Forestry<\/em>, 1935, Vol. 33, pp. 67\u201372.<\/span><\/p>\n

Ivanov A. V., Gorimost’ lesa i zapasy lesnyh gorjuchih materialov v nasazhdenijah Suvodskogo lesnichestva Kirovskoj oblasti (The combustibility of the forests and forest reserves of combustible materials in spaces Zavodskogo forestry of the Kirov region), Trudy Povolzhskogo gosudarstvennogo tehnologicheskogo universiteta<\/em>, 2019, Issue 7, pp. 16\u201323.<\/span><\/p>\n

Kartochka proekta RNF No 19-77-30015<\/em> \u201cRazrabotka metodov I tehnologii kompleksnogo ispo\u2019’zovanija dannyh distancionnogo zondirovanija Zemli iz kosmosa dlja razvitija sistemy naciona\u2019’nogo monitoringa bjudzheta ugleroda lesov Rossii v uslovijah globa\u2019’nyh izmenenij klimata\u201d (Development of methods and technologies for the integrated use of Earth remote sensing data from space for the development of the Russian forest carbon budget national monitoring system under conditions of global climate change), 2019\u20132022, available at: https:\/\/rscf.ru\/project\/19-77-30015\/ (2023, 25 May)<\/span><\/p>\n

Kukavskaja E. A., Zhila S. V., Ivanova G. A., Burjak L. V., Ocenka jemissii ugleroda pri pozharah v svetlohvojnyh i listvennyh nasazhdenijah Krasnojarskogo kraja (Estimation of carbon emissions from fires in light-coniferous and decidious forests of Krasnoyarsk krai), Sibirskij lesnoj zhurnal<\/em>, 2015, Vol. 4, No 2, pp.185\u2013189.<\/span><\/p>\n

Kukavskaya E. A., Soja A. J., Petkov A. P., Ponomarev E. I., Ivanova G. A., Conard S. G., Fire emissions estimates in Siberia: evaluation of uncertainties in area burned, land cover, and fuel consumption, Canadian Journal of Forest Research<\/em>, 2013, Vol. 43, No 5. pp. 493\u2013506.<\/span><\/p>\n

Kurbatskij N. P., Issledovanie kolichestva i sostava lesnyh gorjuchih materialov (Investigation of quantity and composition of the forest fire fuels), [in:] Voprosy lesnoj pirologii<\/em> (Questions of forest pyrology), Krasnojarsk, 1970, pp. 5\u221258.<\/span><\/p>\n

Kurbatskij N. P., Tehnika i taktika tushenija lesnyh pozharov<\/em> (Forest fire extinguishing techniques and tactics), Moscow: Goslesbumizdat, 1962, 154 p<\/span><\/p>\n

Lesnoj fond Rossii, po dannym gosudarstvennogo ucheta lesnogo fonda po sostojaniju na 1 janvarja 2003 g.<\/em>, (Forest Fund of Russia), Spravochnik, Moscow: VNIILM, 2004, 640 p.<\/span><\/p>\n

Melehov I. S., Lesnye pozhary i bor’ba s nimi<\/em> (Forest fires and their control), Moscow: Goslestehizdat, 1936, 100 p.<\/span><\/p>\n

Melehov I. S., Priroda lesa i lesnye pozhary<\/em> (Nature of forests and forest fires), Arhangel’sk: OGIZ, 1947, 60 p.<\/span><\/p>\n

Melehov I. S., Dusha-Gudym S. I., Lesnaja pirologija<\/em> (Forest pyrology), Moscow: MLTI, 1979, Issue 2, 80 p.<\/span><\/p>\n

Muraro S. J., Fuel classification: a review of the literature and discussion of principles, Proceedings of the Second Federal Fire Research Conference<\/em>, Victoria, B.C., Canada, 1965, 23 p.<\/span><\/p>\n

Schepaschenko D. G., Muhortova L. V., Shvidenko A. Z., Vedrova Je. F., Zapasy organicheskogo ugleroda v pochvah Rossii (The Pool of organic carbon in the soils of Russia), Pochvovedenie<\/em>, 2013, No 2, pp. 123\u2013132.<\/span><\/p>\n

Schepaschenko D., Moltchanova E., Shvidenko A., Blyshchyk V., Dmitriev E., Martynenko O., See L., Kraxner F., Improved Estimates of Biomass Expansion Factors for Russian Forests, Forests<\/em>, 2018, Voll. 9 (6), Article 312, DOI: 10.3390\/f9060312<\/span><\/p>\n

Shvidenko A., Mukhortova L., Kapitsa E., Kraxner F., See L., Pyzhev A., Gordeev R., Fedorov S., Korotkov V., Bartalev S., Schepaschenko D., A Modelling System for Dead Wood Assessment in the Forests of Northern Eurasia, Forests, 2023, Vol. 14, Article 45.<\/span><\/p>\n

Shvidenko A. Z., Schepaschenko D. G., Nil’sson S., Buluj Ju. I., Tablicy i modeli hoda rosta i produktivnosti nasazhdenij osnovnyh lesoobrazujushhih porod Severnoj Evrazii (normativno-spravochnye materialy)<\/em> (Tables and models of growth and productivity of forests of major forest forming species of Northern Eurasia (standard and reference materials)), Moscow: Federal’noe agentstvo lesnogo hozjajstva, 2008, 886 p.<\/span><\/p>\n

Shvidenko A., Schepaschenko D., MakKallum Ja., Nil’sson S. \u201cLesa i lesnoe hozjajstvo Rossii\u201d<\/em> (Forests and forestry of Russia), Mezhdunarodnyj institut prikladnogo sistemnogo analiza i Rossijskaja Akademija nauk, Laksenburg, Avstrija, CD-ROM, 2007.<\/span><\/p>\n

Shvidenko A., Schepaschenko D., Nil’sson S., Ocenka zapasov drevesnogo detrita v lesah Rossii (Assessment of woody detritus in forests of Russia), Lesnaja taksacija i lesoustrojstvo<\/em>, 2009, No 1(41), pp. 133\u2013147.<\/span><\/p>\n

Sochilova E. N., Ershov D. V., Korovin G. N., Metody sozdanija kart zapasov lesnyh gorjuchih materialov nizkogo prostranstvennogo razreshenija (Methods of course resolution forest fuel load mapping), Sovremennye problemy distancionnogo zondirovanija Zemli iz kosmosa, <\/em>2009, <\/em>Issue 6, Vol. 2, pp. 441\u2013449.<\/span><\/p>\n

Stolbovoi V., Mccallum I., Land Resources of Russia<\/em>, IIASA & RAS, Laxenburg, Austria, 2002, URL: https:\/\/clck.ru\/36QrC6 (2023, 17 June).<\/span><\/p>\n

Utkin A. I., Gul’be Ja. I., Gul’be T. A., Ermolova L. S., Biologicheskaja produktivnost’ lesnyh jekosistem<\/em> (Biological productivity of forest ecosystems), Database, Moscow, 1994, IL RAN, CEPL RAN.<\/span><\/p>\n

van Wees D., van der Werf G. R., Randerson J. T., Rogers B. M., Chen Y., Veraverbeke S., Giglio L., Morton D. C., Global biomass burning fuel consumption and emissions at 500\u2009m spatial resolution based on the Global Fire Emissions Database (GFED), Geoscientific<\/em> Model Development<\/em>, 2022, No 15, pp. 8411\u20138437, 2022, DOI: 10.5194\/gmd-15-8411-2022<\/span><\/p>\n

Volokitina A. V., Sofronov M. A., Klassifikacija i kartografirovanie rastitel’nyh gorjuchih materialov<\/em> (Vegetation fuel classification and mapping), Novosibirsk, iz-vo SO RAN, 2002, 306 p.<\/span><\/p>\n

Volokitina A. V., Sofronova T. M., Kartografirovanie rastitel\u2019nyh gorjuchih materialov (Vegetation Fuel Mapping), Sibirskij lesnoj zhurnal<\/em>, 2014, No 6, pp. 8\u201328.<\/span><\/p>\n

Zamolodchikov D. G., Utkin A. I., Chestnyh O. V., Kojefficienty konversii zapasov nasazhdenij v fitomassu dlja osnovnyh lesoobrazujushhih porod Rossii (Conversion factors of forest stocks volumes in biomass for the main dominated forest species of Russia), Lesnaja taksacija i lesoustrojstvo<\/em>, 2003, Issue 1 (32), pp. 119\u2013127.<\/span><\/p>\n

\u00a0<\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

\u00a0D. V. Ershov*, E. N. Sochilova, N. V. Koroleva Center for Forest Ecology and Productivity of the Russian Academy of Sciences Profsoyuznaya st. 84\/32 bldg. 14, Moscow, 117997, Russian Federation *E-mail: dvershov67@gmail.com Received: 10.06.2023...<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[29],"tags":[],"_links":{"self":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/6076"}],"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=6076"}],"version-history":[{"count":7,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/6076\/revisions"}],"predecessor-version":[{"id":6151,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/6076\/revisions\/6151"}],"wp:attachment":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/media?parent=6076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/categories?post=6076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/tags?post=6076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}