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Articles containing the keyword 'utilization'

Category : Article

article id 5114, category Article
Matti Kärkkäinen. (1981). Haapa- ja poppelilajien (Populus) käyttö. Silva Fennica vol. 15 no. 2 article id 5114. https://doi.org/10.14214/sf.a15055
English title: Utilization of aspen and poplars (genus Populus).
Original keywords: viljely; puulajit; haapa; poppelit; käyttö
English keywords: Populus tremula; tree species; cultivation; poplars; aspen; utilization
Abstract | View details | Full text in PDF | Author Info

The aim of this study was to establish from the literature the purposes and for which aspen (Populus tremula L.) and related poplar species are used and can be used.  According to the literature, numerous Populus species can be utilized in the industry with success instead of light softwood species in addition to them. The main emphasis is in the growing of large-sized timber, and there is no clear trend to changing to the short-rotation forestry of poplar. However, the utilization of the good sprouting properties of Populus species will probably increase as this regeneration method is cheap.

The PDF includes a summary in English.

  • Kärkkäinen, E-mail: mk@mm.unknown (email)
article id 5044, category Article
Kullervo Kuusela. (1979). Forest balance on the national level. Silva Fennica vol. 13 no. 3 article id 5044. https://doi.org/10.14214/sf.a14901
Keywords: forestry; forest management planning; forest balance; utilization of forests
Abstract | View details | Full text in PDF | Author Info

Forest balance is a comparison between the growing stock volume at the beginning and end of a balance period and the gross increment and drain during that period. The forest balance of Finland during that period 1967-1973 and the increment and drain balance during the period 1953-1977 are used as examples in the paper. Forest balance is a check of the accuracy of basic estimates. If the discrepancy between the calculated growing stock at the end of the balance period and the growing stock estimated by an inventory is great, it calls for improvements in forest inventory methods and timber utilization statistics.

Balance may reveal possibilities for improving the utilization of forest resources. If natural losses are great, increased thinnings and regeneration cuttings of mature and over-mature tree stands increase the supply of timber. If logging losses are great, the efficiency of harvesting should be improved. An overcutting situation calls forth efforts to increase timber production or to decrease the uses of timber in order to avoid overexploitation. If gross increment is greater than the drain there are possibilities to increase harvesting, forest industrial expansion etc.

Forest balance is a way to check and improve the basic estimates of forestry production, to increase the effective use of timber grown in the forest, to commerce policies and measures concerning increment and to control timber utilization on the basis of sustained yield.

The PDF includes a summary in Finnish.

  • Kuusela, E-mail: kk@mm.unknown (email)
article id 4961, category Article
Helmut Schmidt-Vogt. (1977). Keski-Euroopan metsänhoidon kehityssuuntia. Silva Fennica vol. 11 no. 1 article id 4961. https://doi.org/10.14214/sf.a14812
English title: Trends in the forest management in Central Europe.
Original keywords: metsänkäyttö; metsänhoito; virkistyskäyttö; metsien monikäyttö; Keski-Eurooppa; ympäristönsuojelu
English keywords: forest management; forestry; forest management planning; forest utilization; recreation; Germany; Central Europe; Bavaria; environmental management
Abstract | View details | Full text in PDF | Author Info

In the densely populated Central Europe, forestry has always had different functions than in Scandinavia or Canada. Today the increasing pressures on the environment and more numerous demands of the people have put emphasis on environmental management and the demands of recreation in forest management practiced in the area. This paper outlines the trends in the utilization of forests in Central Europe, and especially in the Federal Republic of Germany, due to these changing targets. The regulations concerning forestry in Baden-Würtenber, and the forest plan of the Bavarian state forests are used as an example to clarify the principals of forest management and planning.

  • Schmidt-Vogt, E-mail: hs@mm.unknown (email)
article id 4927, category Article
Matti Kärkkäinen. (1975). Kantojen käytön kehittyminen Suomessa. Silva Fennica vol. 9 no. 4 article id 4927. https://doi.org/10.14214/sf.a14769
English title: Development of stump utilization in Finland.
Original keywords: metsätalous; historia; polttopuu; tervanpoltto; polttoaineet; selluteollisuus; kannot; hyötykäyttö
English keywords: stumps; forestry; fuelwood; history; pulp industry; tar; utilization
Abstract | View details | Full text in PDF | Author Info

The utilization of stump and root wood is analysed in this paper on the basis of literature from middle of 19th century to the present date. According to the information available, the utilization of pine stumps in tar production was small compared to that of peeled Scots pine stemwood in the 19th century. During the 1st and 2nd World War the utilization of stumps for tar production reached its highest levels. Other industrial utilization of stumps has been small up to the present time but now stumps are beginning to be used in the pulp industry.

The greatest amounts of stumps have been utilized by the rural population. Stumps were used as fuel. In the thirties, the yearly amount used was over 200,000 m3 (solid measure), and even in the sixties over 100,00 m3. No industrial utilization method has yet reached these levels.

The PDF includes a summary in English.

  • Kärkkäinen, E-mail: mk@mm.unknown (email)
article id 4846, category Article
Olavi Linnamies. (1971). Metsäteollisuutemme laajennukset ja puuraaka-aineen riittävyys. Silva Fennica vol. 5 no. 3 article id 4846. https://doi.org/10.14214/sf.a14648
English title: Expansion capacity of Finnish forest industries and the sufficiency of wood raw material.
Original keywords: puunkäyttö; metsäteollisuus; Suomi; metsätase; puuntarjonta
English keywords: wood utilization; forest industries; timber balance; wood supply
Abstract | View details | Full text in PDF | Author Info

The Finnish forest industries have doubled their use of wood raw material during the past two decades. The average annual overcut of 4.0 million m3 in 1960–64 has been turned into an average annual surplus of 2.7 million m3 in 1965–69. By 1974 industry’s requirements for domestic roundwood would increase by about 6.3 million m3, if all new capacity can be taken into full production. The MERA allowable cut, if realized, would leave a 1.5 million m3 annual surplus in the forest balance in 1974. Less intensive forestry programs would mean a 1.5 to 4.4 million m3 overcut in 1974.

The PDF includes a summary in English.

  • Linnamies, E-mail: ol@mm.unknown (email)
article id 4724, category Article
Seppo Ervasti, Lauri Heikinheimo, Viljo Holopainen, Kullervo Kuusela, Gustaf Sirén. (1965). The development of Finland's forests in 1964-2000. Silva Fennica no. 117 article id 4724. https://doi.org/10.14214/sf.a14282
Original keywords: hakkuut; metsänhoito; metsätalous; puunkäyttö; metsäteollisuus; metsävarat; Suomi; ennusteet; puuntarve
English keywords: forest management; Finland; forest resources; allowable cut; wood utilization; 1964-2000; forecast; removal
Abstract | View details | Full text in PDF | Author Info

The Economic Council asked Heikinheimo, Holopainen and Kuusela to prepare a report on the development of Finland’s forest resources up to the beginning of the next century. The expansion of forest industry beyond the level foreseen in earlier forecasts, the large-scale removal and neglect of the basic improvements required have weakened the condition of the wood production to such an extent that extensive measures are needed to ensure the continuity of the supply of wood. The results of the calculations are formed in three separately analysed alternatives.

Alternative I: Realisation of the Teho programme and the removal corresponding to it. The development of the growing stock according to the programme would only permit a cut amounting to an annual drain of ca. 51 million m3 up to the year 2000. After that it would be possible gradually to increase the removal. This drain would not itself to utilise fully the already existing production capacity of the industry.

Alternative II: Consequences of the predicted removal if the Teho programme is realised as such. The wood utilization forecast based on the premises given to the team show that the annual drain will grow in 1964–1975 from 52 to 58 million m3, and thereafter by 0.5% annually. This would lead to over-cutting, and exhaust the present growing stock by the turn of the century. If annual total drain of ca. 58 million m3 would after 1975 be sufficient, exhaustion of the growing stock would be postponed for 4–5 years.

Alternative III. Teho programme expanded in conformity with the removal forecast. A new programme is proposed, which includes, among others, large scale fertilization of fully grown firm forest land at about the rate of 100,000 ha/year, intensified artificial regeneration, assurance of the supply of planting stock and seed, increase of forest drainage from the present 155,000 to 250,000 ha/year by 1970, site preparation of the cutting areas for artificial regeneration, increase of tending or seeding stands to 300,000 ha/year, replacement of fuelwood by other fuels, increase of wood import and new forest roads.

  • Ervasti, E-mail: se@mm.unknown (email)
  • Heikinheimo, E-mail: lh@mm.unknown
  • Holopainen, E-mail: vh@mm.unknown
  • Kuusela, E-mail: kk@mm.unknown
  • Sirén, E-mail: gs@mm.unknown
article id 4468, category Article
Martti Hertz. (1933). Metsän puutteesta sekä sen syistä ja torjumistoimenpiteistä Ruotsi-Suomessa. Silva Fennica no. 27 article id 4468. https://doi.org/10.14214/sf.a9040
English title: Forest devastation, its causes and prevention in Sweden-Finland.
Original keywords: metsänkäyttö; metsäpolitiikka; metsätuotteet; metsien häviäminen; metsiensuojelu; Ruotsi-Suomi
English keywords: forest policy; shifting cultivation; wood utilization; forest products; Ruotsi-Suomi
Abstract | View details | Full text in PDF | Author Info

The earliest local records of lack of timber in Finland are from the 1600th century when Finland belonged to Sweden. The causes vary from burning of tar and shifting cultivation to local factories using fuel wood. Best preserved were forests in Lapland and Kainuu in Northern Finland and those parts of Karelia where shifting cultivation was not practiced. Especially harmful was shifting cultivation, because it made it impossible to grow valuable timber. The state did not intervene in the use of forests until it itself began to need more wood. Shipbuilding was the first cause to limit the use of wood, especially need of mast trees of pine and oak. Also the use of timber by private sawmills began to raise general concern in the 16th century. They influenced the decrease of forests in the 1800th century, due to the limited wood procurement areas and selection felling of timber trees. The establishment of sawmills became regulated in 1700th century. Collective forest ownership by the farms was seen at the time one of the reasons to forest devastation. In 1654 the state of Sweden forbade the burning of mast or in timber forests. Mining industry needed much fuel wood, and shifting cultivation was forbidden near the mines in 1734. Regulations and instructions were also on given on use of wood, for instance, in building, in fences, leaf fodder, fuel wood and tar burning.

Despite of many efforts, the government of Sweden could not prevent devastation of forests in Finland. The many wars of the state hindered economic growth, the regulations were sporadic and often difficult to apply, there was little supervision, the understanding of forestry was poor, and the remote Finland was often neglected in Sweden.

The PDF includes a summary in German.
  • Hertz, E-mail: mh@mm.unknown (email)
article id 4462, category Article
E. E. Kaila. (1932). Tervanpolton leviäminen Suomessa 1700-luvun puolimaissa. Silva Fennica no. 21 article id 4462. https://doi.org/10.14214/sf.a9018
English title: Tar burning in Finland in the middle of the 18th century.
Original keywords: tervanpoltto; vienti; taloushistoria; metsien käyttö
English keywords: forest utilization; burning of tar; export; economic history
Abstract | View details | Full text in PDF | Author Info

Tar was an important export article in Finland, then a part of Sweden, in the 18th century. For instance, in 1640 half of Finnish trade consisted of tar. In other countries, like Norway, Poland, Archangel in Russia, and North Sweden, burning of tar was minor compared to Finland. In Finland, tar was produced of young pine trees. Tar production concentrated in more remote locations of the country, where it would be too difficult and expensive to transport timber and wood products. The cheapest products, such as wood, boards and planks, were produced on a coastal zone at farthest 30 km from the coast. Tar was produced in the zone beyond the coastal district. The inland parts of Southern Finland were, however, hilly which made even the transport of tar difficult. Tar production ended by the middle of the 19th century when wooden ships were abandoned, and the value of forests and other wood products increased.

The PDF includes a summary in English.

  • Kaila, E-mail: ek@mm.unknown (email)
article id 4455, category Article
O Tähtinen. (1930). Katsaus Jokioisten kartanon eli n.s. Jokiläänin metsätalouden vaiheisiin. Silva Fennica no. 14 article id 4455. https://doi.org/10.14214/sf.a8989
English title: A short account of the history of the forestry of the Jokioinen Estate.
Original keywords: metsänkäyttö; historia; kartano; kaskiviljely; polttopuu
English keywords: forest utilization; shifting cultivation; estate management; fuel wood; history
Abstract | View details | Full text in PDF | Author Info

The Jokioinen Estate was established in 1562 when king Erik XIV of Sweden granted a large area around Jokioinen in the southwest Finland to Klas Kristersson Horn. The estate had several landlords until it was acquired in 1872 by Jokkis Stock Company, and finally sold to the government in 1918. The forestry of the estate was influenced by complications concerning the ownership of the land. A part of the tenants of the estate had originally been independent and owned their farms, but some farms were so-called family-right-farms, which were inherited from father to son, but the farmer did not own the land. A third type of farmers were ordinary tenants, who were directly dependent on the landlord. Especially ambiguous was the family-right-farmers’ right to harvest timber from the forests. The Finnish government acquired the estate to solve the problems and gave the tenants right to buy their farms.

Until the 18th century most of the farmers in Jokioinen area practiced shifting cultivation. This method of farming influenced strongly the forests, and continued until the increased market price of timber made it unprofitable. The forests were also the source of fuel wood for both the farmers and the landlord. The estate had own saw-mill industry since the 18th century. In 1871 a trained forester was hired for the estate. When the government acquired the estate, it comprised 32,000 hectares of land. The state retained 7,000 hectares of the forests. They were managed by a trained forester and administrated under the Board of Agriculture.

The PDF includes a summary in English.

  • Tähtinen, E-mail: ot@mm.unknown (email)
article id 4453, category Article
Metsätieteellinen Tutkimuslaitos, Suomen Metsänhoitoyhdistys, Finnish Society of Forest Science. (1929). Näkökohtia Suomen metsätalouden tehostamiseksi. Silva Fennica no. 12 article id 4453. https://doi.org/10.14214/sf.a8986
English title: Improving the productivity of forestry in Finland.
Original keywords: metsätalous; puunkäyttö; metsäteollisuus
English keywords: forestry; forest industry; wood utilization
Abstract | View details | Full text in PDF | Author Info

The article is a joint study of the Forest Research Institute, the Forest Association and the Society of Forestry (now Finnish Society of Forest Science) on means to increase the productivity of forestry in Finland.

The study identifies five ways to improve the productivity of forestry in the country. First, the yield of forests should be increased by draining peatlands, reforestating understocked forests, changing tree species, if they are unsuitable for the site, increasing improvement fellings and enhancing regeneration in the cutting areas. Second, the utilization and trade of small-diameter timber should be developed. Third, export of wood should be promoted, while the use of wood as fuel instead of imported fuels should be increased. Fourth, the export of Finnish wood products should be secured, for instance, by reducing manufacturing costs and developing production methods in the industry. Fifth, both the elementary and higher education of forestry should be developed further.

The PDF includes a summary in English.

  • Metsätieteellinen Tutkimuslaitos, E-mail: mtl@mm.unknown (email)
  • Suomen Metsänhoitoyhdistys, E-mail: sm@mm.unknown
  • Finnish Society of Forest Science, E-mail: fs@mm.unknown
article id 4452, category Article
Eino Saari. (1929). Ehdotus puun käyttöä osottavan jatkuvan tilaston järjestämisestä Suomeen. Silva Fennica no. 11 article id 4452. https://doi.org/10.14214/sf.a8985
English title: A proposal to introduce permanent statistics of wood consumption in Finland.
Original keywords: hakkuumäärät; kaukokuljetus; puunkäyttö; tilastot
English keywords: fellings; consumption of wood; wood utilization; statistics
Abstract | View details | Full text in PDF | Author Info

The Forest Research Institute made an investigation on the wood consumption in Finland in 1927. This work brought up a need to organize continuous collection of statistics of wood consumption. Three kinds of existing statistics can be used: statistics of wood consumption, statistic of the fellings, and statistics of transport of wood.

Statistics on wood consumption, such as the fuel used by the industry and State railways are collected annually. The fellings in state forests are published annually, and also the wood manufacturing companies publish statistics of their forests. Furthermore, all fellings on sale, and use of own wood in wood manufacturing industry have to be reported to the forestry committees. These statistics are published annually. Railroads and floating are the main means of long distance transport of wood. These statistics give additional information of wood consumption. Further studies are needed to combine and standardize the statistics collected from different sources.

The PDF includes a summary in English.

  • Saari, E-mail: es@mm.unknown (email)
article id 4435, category Article
Lauri Ilvessalo. (1926). Metsien säilymisen turvaaminen Karjalan kannaksen Suomenlahden rannikolla. Silva Fennica no. 2 article id 4435. https://doi.org/10.14214/sf.a8383
English title: Ensuring preservation of forests on the coast of Gulf of Finland in the Karelian Isthmus.
Original keywords: Etelä-Suomi; metsien hävittäminen; männikkö; ylihakkuu; metsänkäyttö; hakkuut
English keywords: Pinus sylvestris; Scots pine; deforestation; forest utilization; Southern Finland; overcutting; fellings
Abstract | View details | Full text in PDF | Author Info

Metsähallitus (Forest Service) commissioned a study about condition of forests on the coast of Gulf of Finland in the Karelian Isthmus. The study was made because of a growing concern on overcutting of the private forests in the area. Dominant tree species in the area is Scots pine (Pinus sylvestris L.). In fresh mineral soil sites Norway spruce (Picea abies (L.) H. Karst.) grows in mixed forest with pine or as pure stands. The forests are in average 50 to 70 years old. Younger or older stands are less frequent.

At the beginning of 18th century the local peasants sold plots for Russians, and a villa area was created along the coast. When Finland became independent, many of the properties changed owners. Timber harvesting of the forests increased and many small sawmills increased the demand of wood. Because of the cuttings, productivity of the forests decreases and danger for wind damage in the forests increases.

The author suggests that legislation created to prevent deforestation as well as counselling should be applied to improve forest management. In addition, a protective area should be formed in the Karelian Isthmus where forest preserving directives should be followed.

A summary in German is included in the PDF.

  • Ilvessalo, E-mail: li@mm.unknown (email)

Category : Article

article id 7433, category Article
Yrjö Ilvessalo. (1954). Nationwide surveys of forest resources and wood utilization in Finland. Acta Forestalia Fennica vol. 61 no. 21 article id 7433. https://doi.org/10.14214/aff.7433
Keywords: forestry; National Forest Inventory; Finland; forest resources; wood utilization; forest balance; National Forest Survey; growth balance
Abstract | View details | Full text in PDF | Author Info

The first estimates on the forest resources of Finland were presented in the middle of the 1900th century. The first line survey was conducted in 1912 in Central Finland. In 1921-1923 a survey of the forests of the whole country was commenced. The method consisted in measurement of sample plots in conjunction with ocular estimation of all the stands within the range of the lines. The methods were further developed in the second National Forest Survey in 1936-1938, which payed special attention to the silvicultural condition of the forests, and the growth in the light of climatic variation. When 3.3 million ha of forests were ceded to the Soviet Union in the peace treaty of 1944, the results of the survey had to be recalculated. The next survey was conducted 1951-1953. In this survey, the recovery of stands on drained peatlands was studied. The results of the inventories show that forest resources of Finland had icreased since the 1936-1938 survey.

The first investigation of wood utilization in Finland was carried out in 1927, after the first National Forest Survey had provided information on the forest resources, and knowledge of the other side of the forest balance was desired. The most difficult part was to determine the domestic wood consumption of the rural population. This was accomplished by studying 1,337 sample farms. The second investigation was commenced in 1938, and third in 1954.

These two investigations have made it possible to determine the annual removal and annual growth, and by comparing these results, growth balance. A forest balance is an essential condition for judicious forestry.

The Acta Forestalia Fennica issue 61 was published in honour of professor Eino Saari’s 60th birthday.

  • Ilvessalo, E-mail: yi@mm.unknown (email)
article id 7040, category Article
Yrjö Ilvessalo. (1920). Metsämaitten puuntuotantokyvyn, nykyisen tuoton ja puunkulutuksen välisestä suhteesta. Acta Forestalia Fennica vol. 15 no. 2 article id 7040. https://doi.org/10.14214/aff.7040
English title: The relation of the productive capacity of forests, their current production and wood utilization.
Original keywords: metsänhoito; puuntuotantokyky; puun käyttö; ylihakkuut
English keywords: forest management; forest utilization; overcutting; forest devastation; productive capacity
Abstract | View details | Full text in PDF | Author Info

Annual variations in wood utilization makes it complicated to estimate the balance between wood utilization and wood production of forests. According to the article, the balance is unsustainable especially in the private forests in the southern part of Finland. The annual wood utilization of the country was 37.3 million m3 in 1913, and the annual wood production 35.2 million m3, according to a report of a committee that was appointed to find methods to prevent overcutting. The committee suggested legislation to forbid forest devastation. Also the growth of the forests could be increased, if the forests are well managed, the article argues. To prove this, the potential wood production capacity is estimated for the municipalities of Viipuri, Mikkeli and Kuopio, and compared to the present wood production and wood utilization of the area.

The PDF includes a German summary.

  • Ilvessalo, E-mail: yi@mm.unknown (email)
article id 7189, category Article
Pentti Alho. (1968). Pohjois-Pohjanmaan metsien käytön kehitys ja sen vaikutus metsien tilaan. Acta Forestalia Fennica no. 89 article id 7189. https://doi.org/10.14214/aff.7189
English title: Utilization of forests in north Ostrobothnia and its effect on their condition.
Original keywords: hakkuut; kaskiviljely; hakkuutavat; tervanpoltto; metsien käyttö; metsävarat; sahateollisuus; Pohjois-Pohjanmaa; poimintahakkuut
English keywords: Finland; forest utilization; selective cutting; logging methods; forest resources; Ostrobothnia
Abstract | View details | Full text in PDF | Author Info

The purpose of the present investigation was to study the extent of human interference with the forests of different epochs in the district of north Ostrobothnia in Northern Finland, and its effect on the condition of the forests.

The study revealed that the quantities of wood removed were not most detrimental to the condition of the forest; the regionally irregular loggings and the logging methods employed were the most harmful. The old forms of wood utilization, tar industry, shipbuilding, sawmill industry and timber exports, were characterized by timber selection. Public opinion considered it the only recognized cutting method long after the conditions had changed and silvicultural methods should have been used.

The spread and abandonment of selection cuttings are illustrated in the results of first National Forest Surveys in Finland. According to the first survey (1921–1924), nearly half of the loggings in the province of Oulu were based on selection, which spoiled and devastated 41% of the forests. In the 1930s one-fifth of the North Ostrobothnian forests were weakened by selection cuttings, in 1960s the figure was 6%. The article also summarises the extent of tar and pitch production, sawmill industry, shipbuilding and household wood consumption of wood in the area.

The PDF includes a summary in English

  • Alho, E-mail: pa@mm.unknown (email)

Category : Research article

article id 393, category Research article
Seppo Rouvinen, Anne Rautiainen, Jari Kouki. (2005). A relation between historical forest use and current dead woody material in a boreal protected old-growth forest in Finland. Silva Fennica vol. 39 no. 1 article id 393. https://doi.org/10.14214/sf.393
Keywords: Populus tremula; Pinus sylvestris; Picea abies; coarse woody debris; forest utilization; historical ecology; land-use history; nature conservation; spatial pattern analysis
Abstract | View details | Full text in PDF | Author Info
Assessing the human impact on the naturalness and vegetation characteristics of protected areas is one of the key issues when designing forest conservation networks in Fennoscandia. We studied the small-scale, detailed relationship between forest utilization history and the current availability of dead woody material in a protected old-growth forest area in North Karelia, eastern Finland. From the study area of 32.4 ha, all the stumps (diameter ≥ 5 cm and height < 1.3 m, classified as natural, man-made and of undetermined origin) were measured using 25 x 25 m sub-plots. Standing and fallen dead trees (dbh ≥ 5 cm) were measured on 50 x 50 m plots in an area of 7.8 ha. The average number of stumps was 130 per ha, and over half of the stumps were classified as man-made. However, the historical documents since the 1910s showed no logging in the area: some of the largest man-made stumps probably originated from an earlier time, but most of those stumps were made considerably later. The variation in the total number of stumps (per ha) was great (range 0–560/ha, 0–16 m2/ha), with no clear clustering in space. However, clustering of man-made stumps was detected. The average volume of pooled standing and fallen trees was 84 m3/ha, with a range of 37–146 m3/ha. The other noticeable man-made disturbance besides logging was notching of aspens, which has a scatteredly significant influence on the amount of dead trees. In conclusion, the protected old-growth forest was not as a whole in a natural state but showed different degrees of human impact from virtually untouched patches to quite heavily managed patches. The results suggest that the number of man-made stumps may be a relatively quick and easy method of assessing the naturalness of woody biomass structure in the Fennoscandian boreal forests.
  • Rouvinen, University of Joensuu, Faculty of Forestry, P.O. Box 111, FI-80101 Joensuu, Finland E-mail: seppo.rouvinen@joensuu.fi (email)
  • Rautiainen, University of Joensuu, Faculty of Forestry, P.O. Box 111, FI-80101 Joensuu, Finland E-mail: ar@nn.fi
  • Kouki, University of Joensuu, Faculty of Forestry, P.O. Box 111, FI-80101 Joensuu, Finland E-mail: jk@nn.fi

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