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On the Ways of Forest Typology Researches in Siberia in the 1960s–2000s

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Abstract—

The article presents a brief overview of the works on forest typology and zoning of Siberia conducted at the Forest Typology Laboratory of the Institute of Forest and Timber of the USSR Academy of Sciences, later Sukachev Institute of Forest of the Siberian Branch of the Russian Academy of Sciences. The ecological and phytocoenotic line of research and the regional approach to the creation of diagnostic tables of forest types were adopted as a basis for complex field work carried out jointly with forest management throughout Siberia. The principal features of forest typological work in mountains required the improvement of the system of classification units and mapping of forest cover with determining their diagnostic indicators. The significance of these works for the development of the concept of systemic structure of forest cover and its deep connection with the concept of hierarchical structure of landscape cover through the idea of biogeocenosis and terrestrial ecosystem are meaningful for today. The author speaks in favor of the regional approach to classification of forest types but does not close the way to the creation of a generalized classification of forest ecosystems based on climatic ordination and information modeling. The practical use of ecological–phytocenotic regional classifications of forest cover is substantiated for creating medium-scale maps for various purposes and solving environmental management problems, with the access to ecosystem management of forest territories.

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REFERENCES

  1. Aleksandrova, V.D., Klassifikatsiya rastitel’nosti. Obzor printsipov klassifikatsii i klassifikatsionnykh system v razlichnykh geobotanicheskikh shkolakh (Classification of Vegetation: Principles of Classification and Classification Systems of Various Phytocoenological Schools), Leningrad: Nauka, 1969.

  2. Belov, A.V., Gribova, S.A., Karamysheva, Z.V., and Kotova, T.V., Rastitel’nost’ SSSR. Karta. M. 1 : 4  000  000 (Vegetation of the USSR. Map. Scale 1 : 4 000 000), Minsk, 1990.

  3. Buks, I.I., Bajborodin, V.N., and Tirimbaeva, L.S., Ekologo-fitocenoticheskie kompleksy Aziatskoi Rossii (Ecological-Phytocenotic Complexes of Asian Russia), Irkutsk, 1977.

    Google Scholar 

  4. Buks, I.I., Bajborodin, V.N., and Tirimbaeva, L.S., Korrelyatsionnaya ekologo-fitotsenoticheskaya karta. M. 1 : 7  500  000 (Correlation Ecological- and -Phytocenotic Map. Scale 1 : 7 500 000), Irkutsk, 1977.

  5. Cherednikova, Yu.S., Molokova, N.I., Krasnoshchekov, Yu.N., and Perevoznikova, V.D., Raionirovanie i tipologicheskoe raznoobrazie lesov zelenoi zony Krasnoyarska (Zoning and Typological Diversity of Forests of the Krasnoyarsk Green Zone), Geogr. Prir. Resur., 1999, vol. 3, pp. 84–91.

    Google Scholar 

  6. Danilina, D.M., Nazimova, D.I., and Konovalova, M.E., Spatiotemporal Structure and Dynamics of the Late Succession Stage of Taiga Cedar Pine of the Western Sayan Mountains, Contemp. Probl. Ecol., 2021, vol. 14, no. 7, pp. 750–759.

    Article  Google Scholar 

  7. Danilina, D.M., Nazimova, D.I., and Konovalova, M.E., Diversity of Pinus sibirica forest types in different bio-climatic sectors of Sayan Mountains, BIO Web Conf., 2019, vol. 16, art. ID 00045. https://doi.org/10.1051/bio-conf/20191600045

  8. Danilina, D.M., Nazimova, D.I., Gosteva, A.A., Stepanov, N.V., and Baboi, S.D., Identification of potential areas of protected plant species using the ecological-geographical basis, Geogr. Nat. Resour., 2018, vol. 1, pp. 42–51.

    Google Scholar 

  9. Dylis, N.V., The significance of V.N. Sukachev’s ideas in the development of Soviet forestry, in Voprosy lesovedeniya (Forestry Questions), Krasnoyarsk, 1973.

    Google Scholar 

  10. Ecosystems of the World. Coniferous Forests, Ch. 2: Boreal Forest of Eurasia, Amsterdam, 2005, pp. 23–99.

  11. Farber, S.K., Kuzmik, N.S., and Molokova, N.I., Evaluation of potential productivity of trees (on the example of the state natural reserve “Azas”), Sib. J. For. Sci., 2020, vol. 3, no. 1, pp. 241–247.

    Google Scholar 

  12. Farber, S.K., Kuzmik, N.S., Molokova, N.I., and Gorjaeva, E.V., Mapping of plant formations of the reserve “Azas” on the basis of forest management material. Coniferous of boreal zone, Khvoynye Boreal’noy Zony, 2018, vol. 36, no. 4, pp. 334–337.

    Google Scholar 

  13. Gerasimov, I.P., On soil-climatic facies of the plains of the USSR and adjacent countries, Tr. Pochv. Inst. im. V.V. Dokuchaeva, 1933, vol. 8, no. 5, pp. 1–38.

    Google Scholar 

  14. Gornaya lesostep’ Vostochnogo Hangaya (Mountain Forest-Steppe of Eastern Hangai), Moscow, 1983.

  15. Gorozhankina, S.M. and Konstantinov, V.D., Geografiya taigi Zapadnoi Sibiri (Geography of the Taiga of Western Siberia), Novosibirsk, 1978.

  16. Ilyinskaya, S.A., Landscape complexes of forest types, Lesovedenie, 2006, vol. 4, pp. 20–29.

    Google Scholar 

  17. Isachenko, A.G., Landscape systems and the content of the landscape map of the world, Izvest. Vses. Geogr. O-va., 1988, vol. 120, no. 6, pp. 489–501.

    Google Scholar 

  18. Isachenko, A.G., Landshaftovedenie i fiziko-geograficheskoe raionirovanie (Landscape Studies and Physical and Geographical Zoning), Moscow, 1991.

    Google Scholar 

  19. Ismailova, D.M., Baboi, S.D., Gosteva, A.A., and Nazimova, D.I., Application of GIS for the analysis of the relationship between forest vegetation and relief on the example of rain-barrier landscapes of the Western Sayan, Geoinformatika, 2011, vol. 3, pp. 29–35.

    Google Scholar 

  20. Issledovanie taezhnykh landshaftov distantsionnymi metodami (The Study of Taiga Landscapes by Remote Methods), Novosibirsk, 1979.

  21. Kalikhman, T.P., Bogdanov, V.N., and Ogorodniko-va, L.Yu., Osobo okhranyaemye prirodnye territorii Sibirskogo federal`nogo okruga. Atlas (Specially Protected Natural Territories of the Siberian Federal District, Atlas), Irkutsk, 2012.

    Google Scholar 

  22. Kedrovye lesa Sibiri (Cedar Forests of Siberia), Novosibirsk, 1985.

  23. Kolesnikov, B.P., O geneticheskoi klassifikatsii tipov lesa i zadachakh lesnoi tipologii v vostochnykh raionakh SSSR (On the Genetic Classification of Forest Types and the Tasks of Forest Typology in the Eastern Regions of the USSR), Izv. Sib. Otd. Akad. Nauk SSSR, 1958, vol. 4, pp. 113–124.

    Google Scholar 

  24. Konovalova, M.E., Danilina, D.M., Stepanov, N.V., Timoshkin, V.B., and Sobachkin, D.S., Biodiversity and structure of undisturbed mountain Siberian Pine taiga of the Idarsky Belogorye Ridge (East Sayan), Contemp. Probl. Ecol., 2020, vol. 13, no. 1, pp. 48–59.

    Article  Google Scholar 

  25. Konovalova, M.E., Remediation and age dynamics of low-altitude forests of Yenisei part of Eastern Sayan, Cand. Sci. Dissertation, 2004.

  26. Korets, M.A. and Volokitina, A.V., Automated formation of maps of natural fire danger based on forest management materials, in Collection of Articles Based on the Materials of the International Scientific and Practical Conference “Environmental, Industrial, and Energy Security, Sevastopol, 2020, pp. 297–300.

  27. Korets, M.A., Ryzhkova, V.A., Danilova, I.V., Nazimova, D.I., and Skudin, V.M., Mapping of vegetation of mountainous territories using object-oriented analysis (OBIA), in The Second International Scientific Conference “Modern Fundamental Problems of Vegetation Classification,” Yalta, 2019.

  28. Krauklis, A.A., Problemy jeksperimental’nogo land-shaftovedenija (Problems of Experimental Landscape Studie), Novosibirsk, 1979.

  29. Krestov, P., Nazimova, D., Stepanov, N., and DellaSala, D., Humidity dependent forests of the Russian Far East, Inland Southern Siberia, and Korean Peninsula, in Temperate and Boreal Rainforest of the World: Ecology and Conservation, Washington: Iseland Press, 2010, pp. 222–234.

    Google Scholar 

  30. Krylov, A.G. and Rechan, S.P., Tipy kedrovykh i listvennichnykh lesov Gornogo Altaya (Types of Cedar and Larch Forests of the Altai Mountains), Moscow, 1967.

  31. Krylov, A.G., Zhiznennye formy lesnykh fitotsenozov (Life Forms of Forest Phytocenoses), Leningrad, 1984.

    Google Scholar 

  32. Krylov, G.V. and Salatova, N.G., Istoriya botanicheskikh i lesnykh issledovanii v Sibiri i na Dal`nem Vostoke (The History of Botanical and Forest Research in Siberia and the Far East), Novosibirsk, 1969.

  33. L’vov, P.N., Lesnaya tipologiya. Kurs lektsiy (Forest Typology: A Course of Lectures), Arkhangel’sk, 1973.

  34. Landshaftnaya karta SSSR. M. 1 : 4  000  000 (Landscape Map of the USSR. Scale 1 : 4 000 000), Moscow, 1988.

  35. Lesa basseina ozera Baykal (sostoyanie, ispol`zovanie i okhrana) (Forests of Lake Baikal Basin (Condition, Use, and Protection)), Krasnoiarsk, 2008.

  36. Lesa Mongol’skoi narodnoi respubliki (geografiya i tipologiya) (Forests of the Mongolian People’s Republic (Geography and Typology)), Moscow, 1978.

  37. Molokova, N.I. and Kartashov, N.D., Azas Nature Reserve, in Nature Reserves of Siberia, Moscow, 1999, pp. 128–146.

  38. Molokova, N.I., Ecological-cenotic analysis and phenoindication of altitudinal belt complexes of forest types, Cand. Sci. Dissertation, 1992.

  39. Molokova, N.I., Farber, S.K., and Kuz’mik, N.S., Landshaftnaya osnova ekologicheskogo monitoringa okhraniaemykh prirodnykh territorii (Landscape Basis of Ecological Monitoring of Protected Natural Territories), UVS NUUR, 2018, pp. 66–70.

  40. Monitoring biologicheskogo raznoobraziya lesov Rossii. Metodologiya i metody (Monitoring of Biological Diversity of Russian Forests: Methodology and Methods), Moscow, 2008.

  41. Nazimova, D.I. and Polikarpov, N.P., Forest zones of Siberia as determined by climatic zones and their possible transformations under global change, Sylva Fenn., 1996, vol. 30, nos. 2–3, pp. 201–208.

    Google Scholar 

  42. Nazimova, D.I., Andreeva, N.M., Kofman, G.B., Nozhenkova, L.F., Polikarpov, N.P., and Stepanov, N.V., Portrait models of structural biodiversity of forest cover, in Bioraznoobrazie i dinamika ekosistem: informatsionnye tekhnologii i modelirovanie (Biodiversity and Ecosystem Dynamics: Information Technologies and Modeling), Novosibirsk, 2006, pp. 517–536.

  43. Nazimova, D.I., Andreeva, N.M., Polikarpov, N.P., and Sofronov, M.A., Conceptual model of the forest zones as structural parts of the biogeocenotic cover, Lesovedenie, 2006, vol. 1, pp. 1–11.

    Google Scholar 

  44. Nazimova, D.I., Drobushhevskaja, O.V., Danilina, D.M., Konovalova, M.E., Kofman, G.B., Bugaeva, K.S., Biodiversity and dynamics of the Sayan low-mountain forests: regional and local levels, in Raznoobrazie i dinamika lesnykh ekosistem Rossii (Diversity and Dynamics of Forest Ecosystems in Russia), Moscow, 2012, vol. 1, pp. 131–172.

    Google Scholar 

  45. Nazimova, D.I., Ermakov, N.B., Andreeva, N.M., and Stepanov, N.V., Conceptual model of structural biodiversity of zonal forest ecosystems in the Northern Eurasia, Contemp. Probl. Ecol., 2004, vol. 13, no. 5, pp. 745–756.

    Google Scholar 

  46. Nazimova, D.I., Gornye temnokhvoinye lesa Zapadnogo Sayana. Opyt ekologo-fitotsenoticheskoi klassifikatsii (Mountain Dark Coniferous Forests of the Western Sayan. Experience of Ecological-Phytocenotic Classification), Leningrad, 1975.

    Google Scholar 

  47. Nazimova, D.I., Konovalova, M.E., Danilina, D.M., Pimenov, A.V., and Stepanov, N.V., On the classification of mountain Siberian cedar forests for the purposes of ecosystem management and monitoring, in Materialy IV Vserossiyskoi nauchnoi konferentsii s mezhdunarodnym uchastiem “Nauchnye osnovy ustoichivogo upravleniya lesami” (Proc. All-Russ. Sci. Conf. Int. Part. “Scientific Foundations of Sustainable Forest Management”), Moscow, 2020, pp. 81–85

  48. Nazimova, D.I., Korotkov, I.A., and Cherednikova, Yu.S., The main altitude-belt subdivisions of forest cover in the mountains of Southern Siberia and their diagnostic signs, in Chteniya pamyati akademika V.N. Sukacheva (Readings in the Memory of Academician V.N. Sukachev), Moscow, 1987, pp. 30–64.

    Google Scholar 

  49. Nazimova, D.I., Molokova, N.I., and Dzhanseitov, K.K., Vysotnaya poyasnost’ i klimat v gorakh Yuzhnoi Sibiri (Altitudinal Zonality and Climate in the Mountains of Southern Siberia), Geogr. Nat. Resour., 1981, vol. 2, pp. 68–72.

    Google Scholar 

  50. Nazimova, D.I., Nozhenkova, L.F., Andreeva, N.M., and Polikarpov, N.P., Forecasts of forest cover transformation in Siberia by informational bioclimatic models, Contemp. Probl. Ecol., 2002, vol. 4, pp. 385–394.

    Google Scholar 

  51. Nazimova, D.I., Ponomarev, E.I., and Konovalova, M.E., Role of an altitudinal zonal basis and remote sensing data in the sustainable management of mountain forests, Contemp. Probl. Ecol., 2020, vol. 13, no. 7, pp. 742–753.

    Article  Google Scholar 

  52. Nazimova, D.I., Sectoral and zonal classes of forest cover in Siberia and Eurasia as a basis of clarifying landscape pyrological characteristics, in Fire in Ecosystems of Boreal Eurasia, 1996, pp. 253–259.

  53. Nazimova, D.I., Sector-zonal patterns of the structure of the forest cover (by the example of the mountains of Southern Siberia and boreal Eurasia), Doctoral Dissertation, Krasnoyarsk, 1998.

  54. Parfenova, E.I. and Chebakova, N.M., Database “Western Sayan” and its use in bioclimatic research, in Sokhranenie biologicheskogo raznoobraziya Prieniseiskoi Sibiri (Preservation of the Biological Diversity of the Yenisei Siberia), Krasnoiarsk, 2000, vol. 2, pp. 74–77.

  55. Polikarpov, N.P, Tchebakova, N.M, and Nazimova, D.I., Klimat i gornye lesa Yuzhnoi Sibiri (The Climate and Mountain Forests of Southern Siberia), Novosibirsk, 1986.

  56. Polikarpov, N.P., Andreeva, N.M., Nazimova, D.I., Sirotinina, A.V., and Sofronov, M.A., Formatsionnyi sostav lesnykh zon Sibiri kak otrazhenie vzaimodeistviya lesoobrazovatelei (The Formation Composition of Siberian Forest Zones As a Reflection of the Interaction of Forest-Forming Tree Species), Russ. J. For. Sci., 1998, vol. 4, pp. 3–11.

    Google Scholar 

  57. Polikarpov, N.P., Babinceva, R.M. Cherednikova, Yu.S., and Uskova, L.M., Altitude-belt ecological systems as a basis for the organization of nature management in the Lake Baikal basin, in Ratsional’noe prirodopol’zovanie i okhrana sredy (Rational Nature Management and Environmental Protection), Irkutsk, 1978, pp. 30–44.

    Google Scholar 

  58. Ponomarev, E.I., Ismailova, D.M., and Nazimova, D.I., Satellite monitoring of Sayan mountain forest ecosystems, J. Sib. Fed. Univ., Biol., 2011, vol. 4, no. 1, pp. 75–85.

    Google Scholar 

  59. Porfirjev, V.S., On the application of the concepts of series and cycle in the study of coniferous-deciduous forests, Bull. Mosk. O-va. Ispyt. Prir., Biol. Ser., 1960, vol. 65, no. 3, pp. 93–102.

    Google Scholar 

  60. Rastitel’nyy pokrov Zapadno-Sibirskoi ravniny (Vegetation Cover of the West Siberian Plain), Novosibirsk, 1985.

  61. Rysin, L.P., Lesnaya typologiya v SSSR (Forest Typology in USSR), Moscow, 1982.

    Google Scholar 

  62. Sadovnichaya, E.A., Radiatsionnyi rezhim gornykh lesov Sibiri (Radiation Regime of Siberian Mountain Forests), Novosibirsk, 1985.

    Google Scholar 

  63. Sedel’nikov, V.P., Lapshina, E.I., Korolyuk, A.Yu., Valutskiy, V.I., Ermakov, N.B., Ershova, E.A., Makunina, N.I., and Mal’tseva, T.V., Medium-scale mapping of vegetation in the mountains of South Siberia, Contemp. Probl. Ecol., 2005, vol. 12, no. 6, pp. 939–953.

    Google Scholar 

  64. Shugart, H.H., Leemans, R., and Bonan, G.B., A System Analysis of the Global Boreal Forest, Cambridge Univ., 1992.

    Book  Google Scholar 

  65. Smagin, V.N., Forest Zoning of Siberia, in Pervoe Vsesoyuznoe soveshchanie po probleme raionirovaniya lesnogo fonda SSSR (First All-Union Conference on the Problem of Zoning the Forest Fund of the USSR), Krasnoyarsk, 1977, pp. 8–11.

  66. Smagin, V.N., Polikarpov, N.P., Nazimova, D.I., Novoseltseva, I.M., and Cherednikova, Yu.S., Lesokhozyaistvennye raiony i tipy lesa zony BAM (Forestry Areas and Forest Types of the BAM Zone), Krasnoyarsk, 1977.

  67. Sochava, V.B., Geograficheskie aspekty sibirskoi taigi (Geographical Aspects of the Siberian Taiga), Novosibirsk, 1980.

    Google Scholar 

  68. Sochava, V.B., Problemy fizicheskoi geografii i geobotaniki. Izbrannye trudy (Problems of Physical Geography and Geobotany: Selected Works), Novosibirsk, 1986.

  69. Sochava, V.B., Vegetation classification as a hierarchy of dynamic systems, in Geobotanicheskoe kartografirovanie (Geobotanical Mapping), 1972, pp. 3–17.

    Google Scholar 

  70. Stepanov, N.V., Sosudistye rasteniya Prieniseiskikh Sayan (Vascular Plants of the Yenisei Sayans), Krasnoyarsk, 2016.

  71. Sukachev V.N., Dendrologiya s osnovami lesnoi geobotaniki (Dendrology with the Basics of Forest Geobotany), Moscow, 1938.

    Google Scholar 

  72. Sukachev, V.N., et al., Basic concepts of forest biogeocenology, in Osnovy biogeotsenologii (Fundamentals of Biogeocenology), Moscow, 1964, pp. 5–49.

  73. Sukachev, V.N., Izbrannye trudy. Osnovy lesnoi tipologii i biogeotsenologii (Selected Works. Bases of Forest Typology and Biogeocoenology), Leningrad, 1972, vol. 1.

    Google Scholar 

  74. Sukachev, V.N., Rukovodstvo k izucheniyu tipov lesa (Guide to the Study of Forest Types), Leningrad, 1931.

    Google Scholar 

  75. Tchebakova, N.M., Monserud, R.A., and Nazimova, D.I., Siberian Vegetation Model based on climatic parameters, Can. J. For. Res., 1994, vol. 24, no. 8, pp. 1597–1607.

    Article  Google Scholar 

  76. Tipy lesa Lisinskogo leskhoza i ikh khozyaisvennoe ispol’sovanie (Forest Types of the Lisinsky Forestry and their Management), Moscow, 1963.

  77. Tipy lesov gor Yuzhnoi Sibiri (Types of Forests of the Mountains in Southern Siberia), Novosibirsk, 1980.

  78. Tipy lesov Sibiri (Types of Forests in Siberia), Moscow, 1963.

  79. Tipy lesov Sibiri (Types of Forests in Siberia), Moscow, 1969, vol. 1.

  80. . Utkin, A.I., Lesa tsentral’noi Yakutii (Forests of Central Yakutia), Moscow, 1965.

  81. Utkin, A.I., Structure and productivity of forest biogeocenoses, Doctoral Dissertation, Krasnoiarsk, 1981.

  82. Utkin, A.I., Study of forest biogeocenoses in Programma i metodika biogeotsenologicheskikh issledovanii (Program and Methodology of Biogeocenological Studies), Moscow, 1974, pp. 281–317.

    Google Scholar 

  83. Vlasenko, V.I., Struktura i dinamika lesnoi rastitel’nosti zapovednykh territorii Altae-Sayanskoi gornoi strany (Structure and Dynamics of Forest Vegetation of Protected Areas of the Altai-Sayan Mountain Country), Moscow, 2003.

    Google Scholar 

  84. Voprosy lesovedenya (Questions of Forest Science), Krasnoyarsk, 1973, vol. 2.

  85. Zhukov, A.B., Korotkov, I.A., Kutaf’ev, V.P., Nazimova, D.I., Rechan, S.P., Savin, E.N., Cherednikova, Yu.S., Forests of the Krasnoyarsk Territory, in Lesa SSSR (Forests of the USSR), Moscow, 1969, vol. 4, pp. 248–320.

  86. Ziganshin, R.A., Woodland: Geographical and forest mensuration indicators and criteria, Sib. J. For. Sci., 2014, vol. 1, pp. 50–68.

    Google Scholar 

  87. Zony i tipy poyasnosti rastitel’nosti Rossii i sopredel’nykh territorii. M. 1 : 8  000  000 (Zones and Types of Altitudinal Zonality of Russia and Adjacent Territories, Scale 1 : 8 000 000), Moscow, 1999a.

  88. Zony i tipy poyasnosti rastitel’nosti Rossii i sopredel’nykh territorii. Poyasnitel’nyi tekst i legenda k karte masshtaba 1 : 8  000  000 (Zones and Types of Altitudinal Zonality of Russia and Adjacent Territories. Explanatory Text and Legend to the Map of Scale 1 : 8 000 000), Moscow, 1999b.

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ACKNOWLEDGMENTS

The author is grateful to Yu.S. Cherednikova, N.V. Stepanov, N.I. Molokova, D.M. Danilina and M.E. Konovalova for their ongoing support in field and desk works throughout the years of joint work.

Funding

The work was supported by the Basic Project of the Institute of Forest, the Siberian Branch of the Russian Academy of Sciences: “Functional–Dynamic Indication of Biodiversity of Forests of Siberia,” no. 0287-2021-0009, R@D Reg. no. 121031500336-9, and partially supported by the initiative project of the Russian Foundation for Basic Research, grant no. 18-05-00-781 A: “Classification and Mapping of the Diversity of Mountain Cedar Forests for the Purposes of Forecasting and Multi-purpose Nature Management (by the example of the Altai–Sayan mountain regions).”

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“The method does not become obsolete as long as it works and gives new knowledge”

Translated by E. V. Makeeva

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Nazimova, D.I. On the Ways of Forest Typology Researches in Siberia in the 1960s–2000s. Dokl Biol Sci 506, 191–201 (2022). https://doi.org/10.1134/S0012496622050088

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