Jari Vauhkonen

Advancing climate-smart forestry with an interactive decision-support tool that incorporates the preferences of private forest owners

Tahvanainen, Veera; Roponen, Juho; Saini, Bhupinder Singh; Pajasmaa, Juuso; Shavazipour, Babooshka; Ruiz, Francisco; Niemi, Mikko T; Takala, Tuomo; Vauhkonen, Jari; Miettinen, Kaisa, 2026, Forest policy and economics, 187, 103764. A1 Journal article (refereed), original research

Comments on "Clear-cuts and warming summers caused forest bird populations to decline in a southern boreal area" by Virkkala et al

Vauhkonen, Jari, 2026, Forest ecology and management, 605, 123478. B1 Non-refereed journal articles

Demonstrating SIMAplay: A Serious Game for Forest Management Decision-Making through Board Game and Digital Simulation

Majhi, Arka; Fernández Galeote, Daniel; Petty, Aaron; Vauhkonen, Jari; Nummenmaa, Timo; Peltola, Heli; Hamari, Juho, 2026, DSouza, Prajwal; Tang, Hairui; Xi, Nannan; Hamari, Juho, GamiFIN Conference 2026: Proceedings of the 10th Annual International GamiFIN Conference 2026, 1-19. B3 Non-refereed conference proceedings

A lightweight dataflow-based software framework for building forest simulators

Lempinen, Tapio; Mehtätalo, Lauri; Kangas, Annika; Heinonen, Tero; Borges, Paulo; Vauhkonen, Jari, 2025, Environmental modelling and software, 194, 106661. A1 Journal article (refereed), original research

Trade-off analysis for multi-objective boreal forest thinning

Niemi, Mikko T; Vauhkonen, Jari; Uusitalo, Jori, 2025, Forestry, 99, 1, cpaf027. A1 Journal article (refereed), original research

Comments on “Effects of forest management on the spatial distribution of the willow tit (Poecile montanus)” by Kumpula et al.

Vauhkonen, Jari, 2024, Forest ecology and management, 570, 122207. B1 Non-refereed journal articles

Conservation hotspots based on actual habitat preferences or artefacts of secondary map data processing – Correspondence on “Predicting valuable forest habitats using an indicator species for biodiversity”

Vauhkonen, Jari, 2024, Biological conservation, 296, 110716. B1 Non-refereed journal articles

Multifunctional forests and their risks under climate change

Honkaniemi, Juha; Albrich, Katharina; Repo, Anna; Aalto, Juha; Graf, Lukas; Haikarainen, Soili; Huitu, Otso; Hantula, Jarkko; Hynynen, Jari; Jantunen, Aapo; Kolstela, Joonas; Lehtonen, Ilari; Matala, Juho; Nikula, Ari; Poutanen, Jenni; Salminen, Hannu; Vauhkonen, Jari, 2024, Luonnonvarakeskus. D4 Published development or research report or study

Suomen ja EU:n metsien kehitysskenaariot

Vauhkonen, Jari; Mehtätalo, Lauri; Hirvelä, Hannu; Routa, Johanna; Liski, Jari; Vakkilainen, Esa; Asikainen, Antti, 2024, Metsäbiotalouden tiedepaneeli. D4 Published development or research report or study

Vahvan kestävyyden metsäpalvelut: Päätöstukea kestävämpään yksityismetsänomistukseen

Takala, Tuomo; Laakkonen, Anu; Rusanen, Katri; Pasanen, Hannes; Vauhkonen, Jari; Tahvanainen, Veera; Lehtinen, Ari; Tanskanen, Minna; Toppinen, Anne; Tikkanen, Jukka, 2024, Itä-Suomen yliopisto. D4 Published development or research report or study

Comments on Soimakallio et al. (2022) “Closing an open balance: The impact of increased tree harvest on forest carbon”

Vauhkonen, Jari, 2023, Global change biology bioenergy, 15, 5, 536-537. B1 Non-refereed journal articles

Future browsing damage in seedling stands according to projected forest resources and moose population density

Vauhkonen, Jari; Matala, Juho; Nikula, Ari, 2023, Silva fennica, 57, 2, 23012. A1 Journal article (refereed), original research

Stochastic multicriteria acceptability analysis as a forest management priority mapping approach based on airborne laser scanning and field inventory data

Rana, Parvez; Vauhkonen, Jari, 2023, Landscape and urban planning, 230, 104637. A1 Journal article (refereed), original research

Towards strong sustainability forest services

Holopainen, Jani; Takala, Tuomo; Tikkanen, Jukka; Vauhkonen, Jari; Tahvanainen, Veera; Ranta, Aki; Laakkonen, Anu; Rusanen, Katri; Pasanen, Hannes; Tuominen, Minna; Lindberg, Henrik, 2023, Itä-Suomen yliopisto. Abstract

Using a digital elevation model to place overland flow fields and uncleaned ditch sections for water protection in peatland forest management

Niemi, Mikko T; Ojanen, Paavo; Sarkkola, Sakari; Vasander, Harri; Minkkinen, Kari; Vauhkonen, Jari, 2023, Ecological engineering, 190, 106945. A1 Journal article (refereed), original research

Assessing the provisioning potential of ecosystem services in a Scandinavian boreal forest : suitability and tradeoff analyses on grid-based wall-to-wall forest inventory data

Vauhkonen J, Ruotsalainen R, 2017, Forest ecology and management, 389, 272-284. A1 Journal article (refereed), original research

Large tree diameter distribution modelling using sparse airborne laser scanning data in a subtropical forest in Nepal

Rana Parvez, Vauhkonen Jari, Junttila Virpi, Hou Zhengyang, Gautam Basanta, Cawkwell Fiona, Tokola Timo, 2017, Isprs journal of photogrammetry and remote sensing, 134, 86-95. A1 Journal article (refereed), original research

Reconstructing forest canopy from the 3D triangulations of airborne laser scanning point data for the visualization and planning of forested landscapes

Vauhkonen J, Ruotsalainen R, 2017, Annals of forest science, 74, 9, 1-13. A1 Journal article (refereed), original research

Extracting canopy surface texture from airborne laser scanning data for the supervised and unsupervised prediction of area-based forest characteristics

Niemi MIkko, Vauhkonen Jari, 2016, Remote sensing, 8, 7, 582. A1 Journal article (refereed), original research

On the potential to predetermine dominant tree species based on sparse-density airborne laser scanning data for improving subsequent predictions of species-specific timber volumes

Räty Janne, Vauhkonen Jari, Maltamo Matti, Tokola Timo, 2016, Forest ecosystems, 3, 1, 1-17. A1 Journal article (refereed), original research

Selecting the trees to be harvested based on the relative value growth of the remaining trees

Vauhkonen Jari, Pukkala Timo, 2016, European journal of forest research, 135, 3, 581-592. A1 Journal article (refereed), original research

Species-specific combination and calibration between area-based and tree-based diameter distributions using airborne laser scanning

Hou Zhengyang, Xu Qing, Vauhkonen Jari, Maltamo Matti, Tokola Timo, 2016, Canadian journal of forest research-revue canadienne de recherche forestiere, 46, 6, 753-765. A1 Journal article (refereed), original research

Stand density estimators based on individual tree detection and stochastic geometry

Kansanen Kasper, Vauhkonen Jari, Lähivaara Timo, Mehtätalo Lauri, 2016, Canadian journal of forest research-revue canadienne de recherche forestiere, 46, 11, 1359-1366. A1 Journal article (refereed), original research

Unsupervised classification of airborne laser scanning data to locate potential wildlife habitats for forest management planning

Vauhkonen Jari, Imponen Joni, 2016, Forestry, 89, 4, 350-363. A1 Journal article (refereed), original research

Geometrically explicit description of forest canopy based on 3D triangulations of airborne laser scanning data

Vauhkonen Jari, Holopainen Markus, Kankare Ville, Vastaranta Mikko, Viitala Risto, 2015, Remote Sensing of Environment, 2016; 173, 248-257. A1 Journal article (refereed), original research

LiDAR waveform features for tree species classification and their sensitivity to tree- and acquisition related parameters

Hovi Aarne, Korhonen Lauri, Vauhkonen Jari, Korpela Ilkka, 2015, Remote Sensing of Environment, 2016; 173, 224-237. A1 Journal article (refereed), original research

Matching remotely sensed and field-measured tree size distributions

Vauhkonen Jari, Mehtätalo Lauri, 2015, Canadian journal of forest research-revue canadienne de recherche forestiere, 45, 3, 353-363. A1 Journal article (refereed), original research

Puuston mallintaminen laserkeilausaineistolta kehittyy - Pisteaineistojen laskennallinen geometria laajentaa metsävarakarttojen sisältöä

Vauhkonen Jari, 2015, Positio, 1/2015, 10-11. D1 Article in a trade journal

RECONSTRUCTION, QUANTIFICATION, AND VISUALIZATION OF FOREST CANOPY BASED ON 3D TRIANGULATIONS OF AIRBORNE LASER SCANNING POINT DATA

Vauhkonen J, 2015, Stilla U, Heipke C, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 255-261. A4 Conference proceedings

Reconstruction, quantification, and visualization of forest canopy based on 3D triangulations of airborne laser scanning point data

Jari Vauhkonen, 2015, Luonnonvara- ja biotalouden tutkimus.

Sparse Density, Leaf-Off Airborne Laser Scanning Data in Aboveground Biomass Component Prediction

Kankare Ville, Vauhkonen Jari, Holopainen Markus, Vastaranta Mikko, Hyyppä Juha, Hyyppä Hannu, Alho Petteri, 2015, Forests, 6, 6, 1839-1857. A1 Journal article (refereed), original research

Accuracy in estimation of timber assortments and stem distribution - A comparison of airborne and terrestrial laser scanning techniques

Kankare Ville, Vauhkonen Jari, Tanhuanpää Topi, Holopainen Markus, Vastaranta Mikko, Joensuu Marianna, Krooks Anssi, Hyyppä Juha, Hyyppä Hannu, Alho Petteri, Viitala Risto, 2014, Isprs journal of photogrammetry and remote sensing, 97, 89-97. A1 Journal article (refereed), original research

Airborne laser scanning-based decision support for wood procurement planning

Jari Vauhkonen, Petteri Packalen, Jukka Malinen, Juho Pitkänen & Matti Maltamo, 2014, Scandinavian journal of forest research, 29, Supplement 1, 132-143. A1 Journal article (refereed), original research

Comparison of airborne laser scanning methods for estimating forest structure indicators based on Lorenz curves

Valbuena R, Vauhkonen J, Packalen P, Pitkänen J, Maltamo M, 2014, Isprs journal of photogrammetry and remote sensing, 95, 23-33. A1 Journal article (refereed), original research

Deriving airborne laser scanning based computational canopy volume for forest biomass and allometry studies

Vauhkonen Jari, Næsset Erik, Gobakken Terje, 2014, Isprs journal of photogrammetry and remote sensing, 96, 57-66. A1 Journal article (refereed), original research

Tree species recognition based on airborne laser scanning and complementary data sources

Vauhkonen Jari, Ørka Hans Ole, Holmgren Johan, Dalponte Michele, Heinzel Johannes, Koch Barbara, 2014, Maltamo, M., Næsset, E., Vauhkonen, J., Forestry applications of airborne laser scanning - Concepts and case studies, 135-156. A3 Book section, Chapters in research books

Combining tree height samples produced by airborne laser scanning and stand management records to estimate plot volume in Eucalyptus plantations

Jari Vauhkonen, Lauri Mehtätalo, and Petteri Packalén, 2011, Canadian journal of forest research-revue canadienne de recherche forestiere, 41, 8, 1649-1658. A1 Journal article (refereed), original research

Dynamic treatment units in Eucalyptus plantations

Packalén, P., Heinonen, T., Pukkala, T., Vauhkonen, J. and Maltamo, M, 2011, Forest science, 57, 416-426. A1 Journal article (refereed), original research

Applied 3D texture features in ALS-based forest inventory

Jari Vauhkonen, Timo Tokola, Matti Maltamo & Petteri Packalén, 2010, European journal of forest research, 129, 5, 803-811. A1 Journal article (refereed), original research

Comparing different methods for prediction of mean crown height in Norway spruce stands using airborne laser scanner data

Maltamo Matti, Bollandsås Ole Martin, Vauhkonen Jari, Breidenbach Johannes, Gobakken Terje, Næsset Erik, 2010, Forestry, 83, 257-268. A1 Journal article (refereed), original research

Estimating crown base height for Scots pine by means of the 3D geometry of airborne laser scanning data

Jari Vauhkonen, 2010, International journal of remote sensing, 31, 5, 1213-1226. A1 Journal article (refereed), original research

Estimating single-tree attributes by airborne laser scanning: methods based on computational geometry of the 3-D point data

Jari Vauhkonen, 2010, Dissertationes forestales. G5 Doctoral dissertation (article)

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

Jari Vauhkonen, Ilkka Korpela, Matti Maltamo & Timo Tokola, 2010, Remote Sensing of Environment, 114, 6, 1263-1276. A1 Journal article (refereed), original research

Identification of Scandinavian Commercial Species of Individual Trees from Airborne Laser Scanning Data Using Alpha Shape Metrics

Vauhkonen, Jari; Tokola, Timo; Packalén, Petteri; Maltamo, Matti, 2009, Forest science, 55, 1, 37-47. A1 Journal article (refereed), original research

Predicting tree attributes and quality characteristics of Scots pine using airborne laser scanning data

Maltamo, Matti, Peuhkurinen, Jussi, Malinen, Jukka, Vauhkonen, Jari, Packalén, Petteri ja Tokola, Timo, 2009, Silva fennica, 43, 507-521. A1 Journal article (refereed), original research

Applied 3D texture features in ALS based forest inventory

Jari Vauhkonen, Timo Tokola, Petteri Packalén, Matti Maltamo, 2008, LIFO2008 - Linking Forest Inventory and Optimization" - an international conference of the IUFRO units 4.02.00 and 4.04.00", 44. B3 Non-refereed conference proceedings

Effects of pulse density on predicting characteristics of individual trees of Scandinavian commercial species using alpha shape metrics based on airborne laser scanning data

Jari Vauhkonen, Timo Tokola, Matti Maltamo, and Petteri Packalén, 2008, Canadian journal of remote sensing, 34, Suppl. 2, S441-S459. A1 Journal article (refereed), original research

Estimating crown base height for Scots pine by means of the 3D geometry of airborne laser scanning data

Jari Vauhkonen, 2008, Proceedings of SilviLaser 2008: 8th international conference on LiDAR applications in forest assessment and inventory, September 2008, Edinburgh, UK., 616-624. A4 Conference proceedings

Location-based activity reporting of forest operations using components of open source GIS

Jari Vauhkonen and Timo Tokola, 2008, Proceedings of the 2008 Free and Open Source Software for Geospatial (FOSS4G) Conference, Cape Town, South Africa, 29 September - 3 October 2008, 129. B3 Non-refereed conference proceedings

Predicting tree level quality characteristics of Scots pine using airborne laser scanning data

Matti Maltamo, Jussi Peuhkurinen, Jukka Malinen, Jari Vauhkonen, Petteri Packalén ja Timo Tokola, 2008, IUFRO Working Party 5.01.04 Wood Quality Modelling. Connection between Forest Resources and Wood Quality: Modelling Approaches and Simulation Software, 81. B3 Non-refereed conference proceedings

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Projects

Advancing climate-smart forestry with an interactive decision-support tool that incorporates the preferences of private forest owners

Comments on "Clear-cuts and warming summers caused forest bird populations to decline in a southern boreal area" by Virkkala et al

Demonstrating SIMAplay: A Serious Game for Forest Management Decision-Making through Board Game and Digital Simulation

A lightweight dataflow-based software framework for building forest simulators

Trade-off analysis for multi-objective boreal forest thinning

Comments on “Effects of forest management on the spatial distribution of the willow tit (Poecile montanus)” by Kumpula et al.

Conservation hotspots based on actual habitat preferences or artefacts of secondary map data processing – Correspondence on “Predicting valuable forest habitats using an indicator species for biodiversity”

Multifunctional forests and their risks under climate change

Suomen ja EU:n metsien kehitysskenaariot

Vahvan kestävyyden metsäpalvelut: Päätöstukea kestävämpään yksityismetsänomistukseen

Comments on Soimakallio et al. (2022) “Closing an open balance: The impact of increased tree harvest on forest carbon”

Future browsing damage in seedling stands according to projected forest resources and moose population density

Stochastic multicriteria acceptability analysis as a forest management priority mapping approach based on airborne laser scanning and field inventory data

Towards strong sustainability forest services

Using a digital elevation model to place overland flow fields and uncleaned ditch sections for water protection in peatland forest management

Assessing the provisioning potential of ecosystem services in a Scandinavian boreal forest : suitability and tradeoff analyses on grid-based wall-to-wall forest inventory data

Large tree diameter distribution modelling using sparse airborne laser scanning data in a subtropical forest in Nepal

Reconstructing forest canopy from the 3D triangulations of airborne laser scanning point data for the visualization and planning of forested landscapes

Extracting canopy surface texture from airborne laser scanning data for the supervised and unsupervised prediction of area-based forest characteristics

On the potential to predetermine dominant tree species based on sparse-density airborne laser scanning data for improving subsequent predictions of species-specific timber volumes

Selecting the trees to be harvested based on the relative value growth of the remaining trees

Species-specific combination and calibration between area-based and tree-based diameter distributions using airborne laser scanning

Stand density estimators based on individual tree detection and stochastic geometry

Unsupervised classification of airborne laser scanning data to locate potential wildlife habitats for forest management planning

Geometrically explicit description of forest canopy based on 3D triangulations of airborne laser scanning data

LiDAR waveform features for tree species classification and their sensitivity to tree- and acquisition related parameters

Matching remotely sensed and field-measured tree size distributions

Puuston mallintaminen laserkeilausaineistolta kehittyy - Pisteaineistojen laskennallinen geometria laajentaa metsävarakarttojen sisältöä

RECONSTRUCTION, QUANTIFICATION, AND VISUALIZATION OF FOREST CANOPY BASED ON 3D TRIANGULATIONS OF AIRBORNE LASER SCANNING POINT DATA

Reconstruction, quantification, and visualization of forest canopy based on 3D triangulations of airborne laser scanning point data

Sparse Density, Leaf-Off Airborne Laser Scanning Data in Aboveground Biomass Component Prediction

Accuracy in estimation of timber assortments and stem distribution - A comparison of airborne and terrestrial laser scanning techniques

Airborne laser scanning-based decision support for wood procurement planning

Comparison of airborne laser scanning methods for estimating forest structure indicators based on Lorenz curves

Deriving airborne laser scanning based computational canopy volume for forest biomass and allometry studies

Estimation of the timber quality of Scots pine with terrestrial laser scanning

Forestry applications of airborne laser scanning - Concepts and case studies

Introduction to forest applications of airborne laser scanning

Inventory of forest plantations

Laserkeilauksen aineistoista kaikki irti uusilla algoritmeilla

Segmentation of forest to tree objects

The Accuracy of National ALS Data in Biomass Mapping in Finland

Tree species recognition based on airborne laser scanning and complementary data sources

Combining tree height samples produced by airborne laser scanning and stand management records to estimate plot volume in Eucalyptus plantations

Dynamic treatment units in Eucalyptus plantations

Applied 3D texture features in ALS-based forest inventory

Comparing different methods for prediction of mean crown height in Norway spruce stands using airborne laser scanner data

Estimating crown base height for Scots pine by means of the 3D geometry of airborne laser scanning data

Estimating single-tree attributes by airborne laser scanning: methods based on computational geometry of the 3-D point data

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

Identification of Scandinavian Commercial Species of Individual Trees from Airborne Laser Scanning Data Using Alpha Shape Metrics

Predicting tree attributes and quality characteristics of Scots pine using airborne laser scanning data

Applied 3D texture features in ALS based forest inventory

Effects of pulse density on predicting characteristics of individual trees of Scandinavian commercial species using alpha shape metrics based on airborne laser scanning data

Estimating crown base height for Scots pine by means of the 3D geometry of airborne laser scanning data

Location-based activity reporting of forest operations using components of open source GIS

Predicting tree level quality characteristics of Scots pine using airborne laser scanning data