• DOI 10.31509/2658-607x-202143-90
  • УДК: 630*8, 004*94

ESTIMATION OF THE YIELD OF WILD BERRIES TAKING INTO ACCOUNT THE LEVEL OF ILLUMINATION OF THE GROUND COVER BY SIMULATION METHODS

A. A. Kolycheva1, S. I. Chumachenko2

1Center for Forest Ecology and Productivity of the RAS

Profsoyuznaya st. 84/32 bldg. 14, Moscow, 117997, Russia

Е-mail: anna_dulina@bk.ru

2MB of Bauman Moscow State Technical University

1st Institutskaya street, 1, Mytischi, Moscow region, 141005, Russia

 

Received: 18.10.2021

Revised: 10.11.2021

Accepted: 19.11.2021

Relevance and purpose. Currently known methods of accounting for berry yields are not applicable for multi-species forests of different ages with the presence of undergrowth and undergrowth, widespread in Russia. Difficulties arise due to a set of input parameters, including type of forest growing conditions, breed, age, completeness, but not describing the illumination at the level of the grass-shrub layer, which is the determining factor in the yield of blueberries, cranberries, raspberries. The purpose of this study is to develop an approach to calculating the yield of wild berries, taking into account the illumination at the ground cover level by simulation methods. Material and methods. For the forecast, the FORRUS-S model of forest plantation dynamics is used. The yield data is taken from an existing reference book, which shows productivity in clean plantations without undergrowth and undergrowth. The use of an additional predictor of berry yield, namely, illumination at the level of ground cover, made it possible to predict yields in forests of a more complex structure: multi-species, of different ages, with undergrowth and undergrowth. Results and conclusion. An original approach to calculating the yield of wild berries has been developed. The above approach allows us to estimate the yield of the most common berries in the European part of Russia: blueberries, raspberries, lingonberries. Universal equations have been obtained that make it possible to predict the productivity of berry bushes based on the taxation characteristics of the stand and the illumination calculated in the model.

Key words: multifunctional forest management, modeling of the yield of forest berries, forest berries, illumination, yield

REFERENCES

Astrologova L. E., Vlijanie ekologicheskih faktorov sredy na plodonoshenie cherniki (Influence of environmental factors of the environment on the fruiting of blueberries), Izvestija vuzov. Lesnoj zhurnal, 1999, No. 2–3, pp. 36–40.

Cherkasov A. F., Shutov V. V., Mironov K. A., Vosstanovlenie zaroslej brusniki i cherniki posle sploshnyh rubok (Restore thickets of lingonberry and blueberry after clear Cutting), Lesovedenie, 1988, No. 4, pp. 42–48.

Chumachenko S., Kiseleva V., Kolycheva A., Mitrofanov E., Modeling of multiple forest use under different management scenarios, IOP Conference Series: Earth and Environmental Science, 2020, Vol. 574, pp. 1–9. DOI: 10.1088/1755-1315/574/1/012011.

Chumachenko S. I., Bazovaja model’ dinamiki mnogovidovogo raznovozrastnogo lesnogo cenoza (The basic model of the dynamics of multiple species of different age forest cenosis), Moscow: MLTI, 1993, No. 248, pp. 147–180.

Chumachenko S. I., Imitacionnoe modelirovanije mnogovidovyh raznovozrastnyh nasazhdenij, Diss. dokt. boil. nauk (Simulation modeling of multi-species plantations of different ages. Dissertation of doctor of biol. sci.), Moscow: MGUL, 2006, 297 p.

Chumachenko S. I., Koncepcija postroenija biojekologicheskih modelej mnogovidovyh raznovozrastnyh lesnyh nasazhdenij dlja zony hvojno-shirokolistvennyh lesov i juzhnoj tajgi (The concept of constructing bioecological models of multi-species multi-age forest stands for the zone of coniferous-deciduous forests and the southern taiga), Lesnoj vestnik, 2006, No. 2, pp. 7–13.

Chumachenko S. I., Korotkov V. N., Palenova M. M., Politov D. V., Simulation modelling of long-term stand dynamics at different scenarios of forest management for coniferous-broad-leaved forests, Ecological Modelling, 2003, Vol. 170, No. 2–3, pp. 345–361.

Chumachenko S. I., Palenova M. M., Korotkov V. N., Prognoz dinamiki taksacionnyh pokazatelej lesnyh nasazhdenij pri raznyh scenarijah vedenija lesnogo hozjajstva (Forecast of the dynamics of taxation indicators of forest plantations under different scenarios of forestry), In: Vostochnoevropejskie lesa: Istorija v golocene i sovremennost’ (Forests of eastern Europe: holocene history and modern times), O. V. Smirnova (ed.), Moscow: Nauka, 2004, Vol. 2, pp. 492–506.

Chumachenko S. I., Palenova M. M., Korotkov V. N., Pochinkov S. V., Imitacionnoe modelirovanie vlijanija lesohozjajstvennyh vozdejstvij na lesnye jekosistemy (Simulation modeling of the impact of forestry impacts on forest ecosystems), In: Monitoring biologicheskogo raznoobrazija lesov Rossii: metodologija i metody (Monitoring of biological diversity of Russian forests: methodology and methods), Isaev A. S. (ed.), Moscow: Nauka, 2008, pp. 314–328.

Chumachenko S. I., Palenova M. M., Pochinkov S. V., Kuharkina E. V., Imitacionnoe modelirovanie dinamiki nasazhdenij. FORRUS-S — instrument vybora strategii i planirovanija lesnogo hozjajstva (Simulation modeling of the dynamics of plantings. FORRUS-S — a tool for choosing a strategy and planning forestry), Lesnoj vestnik, 2007, No. 5, pp. 143–152.

Cyganov D. N., Fitoindikacija jekologicheskih rezhimov v podzone hvojno-shirokolistvennyh lesov (Phytoindication of ecological regimes in the subzone of coniferous-deciduous forests), Moscow: Nauka, 1983, 196 p.

Dulina A. A., Chumachenko S. I., Obzor modelej ocenki pishhevyh resursov lesov central’noj chasti Rossii (Review of models of estimation of food resources of forests of the central part of Russia), Voprosy lesnoj nauki, 2018, No. 1, pp. 1–22.

Dulina A. A., Chumachenko S. I., Obosnovanie ucheta osveshhennosti dlja modelirovanija pishсhevyh resursov lesov Central’noj chasti Rossii (Justification of accounting of lighting for modeling the food resources of forests of the central part of Russia). Doklady VII Vserossijskoj konferencii Aerokosmicheskie metody i geoinformacionnye tehnologii v lesovedenii, lesnom hozjajstve i ekologii (Aerospace methods and GIS–technologies in forestry, Forest Management and Ecology: Proceedings of the VII All-Russian Conference), Moscow: CEPF RAN, 2019, pp. 123–125.

Egoshina T. L., Ekologo-biologicheskie osobennosti nekotoryh lekarstvennyh rastenij Kirovskoj oblasti (Ecological and biological features of some medicinal plants of the Kirov region) Sovremennoe sostojanie nedrevesnyh rastitel’nyh resursov Rossii (The current state of non-wood plant resources in Russia), Kirov, 2003, pp. 162–177.

Egoshina T. L., Nedrevesnye rastitel’nye resursy Rossii i ih ispol’zovanie (Non arboreal resources of Russia and their use), Ispol’zovanie i ohrana prirodnyh resursov v Rossii, 2007, No. 2, pp. 104–111.

Genikova N. V., Izmenenija struktury napochvennogo pokrova v sosnjakah chernichnyh raznogo vozrasta i polnoty (Changes in the ground cover structure in bilberry pine stands of different age and stocking density), Izvestija Samarskogo nauchnogo centra RAN, 2012, No. 1–5. pp. 1–5.

Hynynen J., Ahtikoskib A., Siitonen J., Sievaonen R., Liski J., Applying the MOTTI simulator to analyse the effects of alternative management schedules on timber and non-timber production, Forest Ecology and Management, 2005, Vol. 207, No. 1–2. pp. 5–18.

Hynynen J., Ojansuu R., Impact of plot size on individualtree competition measures for growth and yield simulators, Canadian Journal of Forest Research, 2003, Vol. 33, No. 3, pp. 455–465.

Ihalainen M., Salo K., Pukkala T., Empirical prediction models for Vaccinium myrtillus and V. vitis-idaea berry yields in North Karelia, Silva Fennica, 2003, Vol. 37, No. 1, pp. 95–108.

Judina V. F., Belonogova T. V., Kolupaeva K. G. et al., Brusnika: morfologija i anatomija. Fitocenoticheskaja priurochennost’. Urozhajnost’. Hranenie i pererabotka. Himicheskij sostav jagod (Lingonberry: morphology and anatomy. Phytocenotic confinement. Productivity. Storage and processing. The chemical composition of berries), Mosсow: Lesnaja promyshlennost’, 1986. 78 p.

Karpachevskij L. O., Pestrota pochvennogo pokrova v lesnom biogeocenoze (Diversity of soil cover in the forest biogeocenosis), Izd-vo Mosk. un-ta, 1977. 312 p.

Kazanceva M. N., Mir’jaminova L. R., Plodonoshenie maliny obyknovennoj (Rubus idaeus L.) v lesah na juge Tjumenskoj oblasti (Fruiting of red raspberry (Rubus Idaeus L.) in the forests of the south part of the Tyumen region), Aktual’nye problemy lesnogo kompleksa, 2017, No. 47, pp. 1–4.

Kljuchnikov L. Ju., Kljuchnikov I. L., Lesovodstvennoe sodejstvie promyslovomu vosproizvodstvu brusniki i gribov v borah i suborjah (Forestry assistance to commercial reproduction of red bilberry and mushrooms in forests and sub-forests), Vestnik MGUL — Lesnoj vestnik, 2001, No. 2, pp. 55–58.

Kolycheva A. A., Chumachenko S. I., Dolgosrochnyj prognoz urozhajnosti lesnyh jagod pri razlichnyh vidah rubok (Long-term forecast of the yield of forest berries at various fellings) Materialy IV Vserossijskoj konferencii s mezhdunarodnym uchastiem Nauchnye osnovy ustojchivogo upravlenija lesami (3th All-Russia Science Conference with international participation Scientific basis for sustainable forest management), M.: CEPF RAN, 2020, pp. 55–57.

Konobeeva A. B., Biojekologicheskie i fitocenoticheskie zakonomernosti razvitija cherniki obyknovennoj v uslovijah Tambovskoj oblasti (Bioecological and phytocenotic patterns of the development of blueberries in the Tambov region), AGRO XXI “Agrorus” (Moskva), 2007, No. 10–12, pp. 27–28.

Kryshen’ A. M., Rudkovskaja O. A., Presnuhin Ju. V., Timofeeva V. V., Morfostruktura napochvennogo pokrova osnovnyh tipov lesnyh soobshhestv zapovednika “Kivach” (srednjaja tajga) (Morphostructure of the ground cover in major forest community types in the “Kivach” strict nature reserve (middle taiga)), Trudy KarNC RAN, 2006, No. 10, pp. 54–61.

Kurlovich L. E., Kositsyn V. N., Taksacionnyj spravochnik po lesnym resursam Rossii (za iskljucheniem drevesiny) (Russian forest resources inventory reference book (excluding timber)), Pushkino: VNIILM, 2018, 281 p.

Kurlovich L. E., Pankov V. B., Kivileva I. M., Vlijanie lesohozjajstvennoj dejatel’nosti na sostojanie i produktivnost’ pishhevyh i lekarstvennyh rastenij (The impact of forestry activities on the state and productivity of food and medicinal plants), Lesohozjajstvennaja informacija, 2015, No. 2, pp. 24–33.

Landolt E., Ökologische Zeigerwerte zur Schweizer Flora, Veroffentlichungen des Geobotanischen Instituts der ETH, Stiftung Rubel, Zurich, 1977, Vol. 64, pp. 208.

Lukina N. V., Global’nye vyzovy i lesnye jekosistemy (Global challenges and forest ecosystems), Vestnik Rossijskoj akademii nauk, 2020, Vol. 90, No. 6, pp. 528–532.

Malinovskih A. A., Vlijanie urovnja osveshhennosti pod pologom lesa na urozhajnost’ brusniki v uslovijah Sredneobskogo bora Altajskogo kraja (The effect of illumination level under forest canopy on cowberry yield under the conditions of the Sredne-Obskiiy pine forest of the Altai region), Vestnik Altajskogo gosudarstvennogo agrarnogo universiteta, 2016, Vol. 4, No. 138, pp. 105–109.

Malinovskih A. A., Vlijanie urovnja osveshhennosti pod pologom lesa na urozhajnost’ cherniki v uslovijah Sredneobskogo bora Altajskogo kraja ((Possession of the lightness of illumination under the forest canopy on the yield of blueberries in the conditions of the Middle Ob forest of the Altai Territory), Vestnik Altajskogo gosudarstvennogo agrarnogo universiteta, Vol. 6, No. 152, pp. 87–92.

Miina J., Hotanen J.-P., Salo K., Modelling the abundance and temporal variation in the production of bilberry (Vaccinium myrtillus L.) in Finnish mineral soil forests, Silva Fennica, 2009, Vol. 43, No. 4, pp. 577–593.

Miina J., Pukkala T., Hotanen J.-P., Salo K., Optimizing the joint production of timber and bilberries, Forest Ecology and Management, 2010, Vol. 259, Iss. 10, pp. 2065–2071.

Millennium Ecosystem Assessment. Ecosystems and Human Wellbeing: Synthesis. USA, Washington: Island Press. 2005, URL: http://www.millenniumassessment.org/en/Reports. aspx# (2021, 30 October)

Obydennikov V. I., Kljuchnikov L. I., Problema sohranenija, vozobnovlenija i povyshenija produktivnosti cenopopuljacij jagodnikov v svjazi s lesovodstvennymi sistemami (The problem of preserving, renewing and increasing the productivity of berry coenopopulations in connection with silvicultural systems), Vestnik MGUL — Lesnoj vestnik, 1998, No. 3, pp. 89–98.

Obydennikov V. I., Vojtjuk M. M., Sohranenie, vosstanovlenie i povyshenie produktivnosti resursov jagodnikov v svjazi s rubkami glavnogo promezhutochnogo pol’zovanija (Conservation, restoration and increase of productivity of berry resources in connection with felling of main intermediate use), Vestnik MGUL — Lesnoj vestnik, 2007, No. 4, pp. 6–13.

Palenova M. M., Korotkov V. N., Chumachenko S. I., Prognoz dinamiki taksacionnyh pokazatelej lesnyh nasazhdenij pri raznyh scenarijah vedenija lesnogo hozjajstva: ocenka izmenenija bioraznoobrazija i jekologicheskih harakteristik lesnogo fonda (Forecast of the dynamics of taxation indicators of forest plantations under different scenarios of forestry: assessment of changes in biodiversity and ecological characteristics of the forest fund), Nauchnye trudy Moskovskogo gosudarstvennogo universiteta lesa, 2001, Vol. 314, pp. 164–174.

Pohjanmies A., Jašková J.-P., Hotanen O., Manninen M., Salemaa A., Tolvanen P., Merilä Abundance and diversity of edible wild plants in managed boreal forests, Forest Ecology and Management, 2021, No. 491, pp. 119–151.

Raj S. A., Beljaeva N. V., Nakvasina E. N., Formirovanie drevesnogo jarusa i napochvennogo pokrova na vyrubkah s raznoj tehnologiej lesovosstanovlenija v Kirovskoj oblasti (The initial stages of succession in cutting areas with different technologies for reforestation in the Kirov region), Izvestija Sankt-Peterburgskoj lesotehnicheskoj akademii, 2020, No. 230, pp. 36–53.

Raus L. K., K metodike fenologicheskogo prognozirovanija urozhaev cherniki (To the method of phenological forecasting of blueberry yields), Voprosy indikacionnoj fenologii i fenologicheskogo prognozirovanija (materialy 7 i 8 soveshhanij aktiva fenologov Geograficheskogo obshhestva SSSR), Leningrad, 1972, pp. 181–188.

Sergienko V. G., Sokolova O. I., Dinamika zhivogo napochvennogo pokrova i estestvennoe lesovozobnovlenie na vyrubkah (Dynamics of ground vegetation cover and natural reforestation in the cut-over areas), Izvestija Vuzov. Lesnoj zhurnal, 2012, No. 2, pp. 35–41.

Sheppard J. P., Chamberlain J., Agúndez D., Bhattacharya P., Chirwa P. W, Gontcharov A., Sagona W. G, Shen H., Tadesse W., Mutke S., Sustainable Forest Management Beyond the Timber-Oriented Status Quo: Transitioning to Co-production of Timber and Non-wood Forest Products — a Global Perspective, Current Forestry Reports, 2020, No. 6, P. 26–40.

Shvidenko A. Z., Shhepashhenko D. G., Nil’sson S., Buluj Ju. I., Tablicy i modeli hoda rosta i produktivnosti nasazhdenij osnovnyh lesoobrazujushhih porod Severnoj Evrazii (normativno-spravochnye materialy) (Tables and models of growth and productivity of forests of major forest forming species of Northern Eurasia), Moscow: Federal’noe agentstvo lesnogo hozyajstva, 2006, 803 p.

Telishevskij D. A., Kompleksnoe ispol’zovanie nedrevesnoj produkcii lesa (Integrated use of non-timber forest products), Moscow: Lesnaja promyshlennost’, 1986, 261 p.

Timoshok E. E., Skorohodov S. N., Ocenka jagodnyh resursov vidov semejstva brusnichnyh Tomskoj oblasti, ih racional’noe ispol’zovanie i ohrana (Evaluation of berry resources of the red bilberry family species in Tomsk Oblast, their rational use and protection), Sibirskij lesnoj zhurnal, 2019, No. 4, pp. 80–88.

Turtiainen M., Miina J., Salo K., Hotanen J.-P., Empirical prediction models for the coverage and yields of cowberry in Finland, Silva Fennica, 2013, Vol. 47, No. 3, pp. 1–22.

Turtiainen M., Miina J., Salo K., Hotanen J.-P., Modelling the coverage and annual variation in bilberry yield in Finland, Silva Fennica, 2016, Vol. 50, No. 4, pp. 1–12.

Turtiainen M., Salo K., Saastamoinen O., Model-based estimates of regional and national bilberry and lingonberry yields on mineral soils in Finland, Finland: Research Notes, 2005, 44 p.

Wolfslehner B., Prokofieva I., Mavsar R., Asamer-Handler M., Bonet J. … & Živojinović I., Non-wood forest products in Europe: Seeing the forest around the trees. What Science Can Tell Us. Joensuu: European Forest Institute, 2019, 117 p.

Zalesov S. V., Panin I. A., Resursy jagodnyh kustarnichkov v el’nike mshistom Severoural’skoj srednegornoj lesorastitel’noj provincii (Resourses of berry shrubs in mossy spruce forests of the northen ural middle mountains forest province), Lesnoj vestnik, 2017, Vol. 21, No. 1, pp. 21–27.

Yaroslavcev A. V., Morfologicheskie osobennosti cherniki obyknovennoj, proizrastajushhej v raznyh tipah lesnyh fitocenozov juzhnoj tajgi (Morphological features of common blueberries growing in different types of forest phytocenoses of the southern taiga), Sovremennye problemy prirodopol’zovanija, ohotovedenija i zverovodstva, 2007, No. 1, pp. 498–499.