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Articles by Arto Haara

Category : Research article

article id 10468, category Research article
Arto Haara, Juho Matala, Markus Melin, Janne Miettinen, Kari T. Korhonen, Tuula Packalen, Jari Varjo. (2021). Economic effects of grouse-friendly forest management. Silva Fennica vol. 55 no. 3 article id 10468. https://doi.org/10.14214/sf.10468
Keywords: grouse; simulation; trade-offs; game keeping; interest rate
Highlights: The economic effects of grouse friendly forest management were evaluated by simulating alternative forest management approaches on four large forest holdings in different parts of Finland; The grouse-friendly management of forest holdings was possible with minor effects on the economics in most cases: only in one case was the reduction of NPV more than 5% during a 30-year simulation period; The interest rates had an impact on the differences between the economic effects of the forest management approaches.
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article id 10089, category Research article
Arto Haara, Annika Kangas, Sakari Tuominen. (2019). Economic losses caused by tree species proportions and site type errors in forest management planning. Silva Fennica vol. 53 no. 2 article id 10089. https://doi.org/10.14214/sf.10089
Keywords: forest inventory; value of information; uncertainty; sub-optimality loss
Highlights: Errors in tree species proportions caused more economic losses for forest owners than site type errors; Economic losses due to sub-optimal treatments were observed from 26.5% to 31.7% of plots, depending on the remote sensing data set used; Even with the most accurate remote sensing data set, namely ALS data set, NPV losses were on average 124.4 € ha–1 with 3% interest rate.
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article id 219, category Research article
Arto Haara, Pekka Leskinen. (2009). The assessment of the uncertainty of updated stand-level inventory data. Silva Fennica vol. 43 no. 1 article id 219. https://doi.org/10.14214/sf.219
Keywords: uncertainty; measurement error; simulation; non-parametric methods; observed error; stand-level inventory
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article id 218, category Research article
Md. Nurul Islam, Mikko Kurttila, Lauri Mehtätalo, Arto Haara. (2009). Analyzing the effects of inventory errors on holding-level forest plans: the case of measurement error in the basal area of the dominated tree species. Silva Fennica vol. 43 no. 1 article id 218. https://doi.org/10.14214/sf.218
Keywords: inoptimality loss; dominated tree species; erroneous inventory data; forest plan
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article id 486, category Research article
Arto Haara. (2003). Comparing simulation methods for modelling the errors of stand inventory data. Silva Fennica vol. 37 no. 4 article id 486. https://doi.org/10.14214/sf.486
Keywords: measurement error; simulation; stand-level inventory; non-parametric estimation; Monte Carlo methods
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