
MATTI MALTAMO
Professor
Remote sensing based research related to forest inventory and growth and yield
Matti Maltamo is currently a Professor of forest mensuration science with the Faculty of Science and Forestry, University of Eastern Finland, Joensuu.
He has also been a Visiting Professor at the research group of Prof. Erik Naesset at the Norwegian University of Life Sciences, As, Norway. He was together with Naesset and Jari Vauhkonen, the editor of the textbook Forestry Applications of Airborne Laser Scanning—Concepts and Case Studies published by Springer in 2014. He has authored over 200 scientifically refereed papers. His research interests include forestry applications of ALS.
Dr. Maltamo is an Editor-in-chief of the Silva Fennica. He was a recipient together with Prof. Juha Hyyppä the First Innovation prize of the Finnish Society of Forest Science in 2010 about “Bringing airborne laser scanning to Finland, and the bronze A.K. Cajander Medal of the Finnish Society of Forest Science, 2012.
https://scholar.google.fi/citations?user=RrEBDK8AAAAJ&hl=fi
Contact info
Organization
Faculty of Science and Forestry, School of Forest Sciences
matti.maltamo@uef.fi
Phone
+358 50 442 2941
Teaching Activities
Teaching related to forest mensuration and forest inventory & modelling
Societal Activities
Editor-in-chief of Silva Fennica
Research groups and research projects
UNITE Flagship
Research group of forest mensuration science
Research groups - UEF
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Forest-Human-Machine Interplay - Building Resilience, Redefining Value Networks and Enabling Meaningful Experiences (UNITE)
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Forest Mensuration Research Group
Publications
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Adnan, Syed; Maltamo, Matti; Mehtätalo, Lauri; Ammaturo, Rhei NL; Packalen, Petteri; Valbuena, Rubén. 2021. Determining maximum entropy in 3D remote sensing height distributions and using it to improve aboveground biomass modelling via stratification Remote sensing of environment 260: 112464. 2021
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Kuzmin, Anton; Korhonen, Lauri; Kivinen, Sonja; Hurskainen, Pekka; Korpelainen, Pasi; Tanhuanpää, Topi; Maltamo, Matti; Vihervaara, Petteri; Kumpula, Timo. 2021. Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal Forests Remote sensing 13 9: 1723. 2021
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Yazigi, Adil; Penttinen, Antti; Ylitalo, Anna-Kaisa; Maltamo, Matti; Packalen, Petteri; Mehtätalo, Lauri. 2021. Modeling Forest Tree Data Using Sequential Spatial Point Processes Journal of agricultural, biological, and environmental statistics 2022; 27 1: 88-108. 2021
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Using Stochastic Geometry and Sequential Spatial Point Process Model for Estimation of Stand Density Based on ALS-ITD. Mehtätalo, L., Yazigi, A., Kansanen, K., Packalen, P., Lähivaara, T., Maltamo, M., Myllymäki, M. and Penttinen, A / Proceedings of the SilviLaser Conference 2021. 2021. 2021
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Toivonen, Janne; Korhonen, Lauri; Kukkonen, Mikko; Kotivuori, Eetu; Maltamo, Matti; Packalen, Petteri. 2021. Transferability of ALS-based forest attribute models when predicting with drone-based image point cloud data International journal of applied earth observation and geoinformation 103: 102484. 2021
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Räty, Janne; Varvia, Petri; Korhonen, Lauri; Savolainen, Pekka; Maltamo, Matti; Packalen, Petteri. 2021. A Comparison of Linear-Mode and Single-Photon Airborne LiDAR in Species-Specific Forest Inventories IEEE transactions on geoscience and remote sensing 2022; 60: 1-14. 2021
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Predicting bilberry yields using ALS and other auxiliary data combined with NFI field plots. Bohlin, I., Maltamo, M., Hedenås, H., Lämås, T., Dahlgren, J. and Mehtätalo, L / Proceedings of the SilviLaser Conference 2021. 2021. 2021
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Moving on from Foliage Height Diversity: determining maximum entropy in 3-dimensional variables. Valbuena, Rubén; Adnan, Syed; Maltamo, Matti; Mehtätalo, Lauri; Ammaturo, Rhei N.; Lovejoy, Thomas / Proceedings of the SilviLaser Conference 2021. 2021. 2021
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Maltamo, M; Packalen, P; Kangas, A. 2021. From comprehensive field inventories to remotely sensed wall-to-wall stand attribute data - a brief history of management inventories in the Nordic countries Canadian journal of forest research-revue canadienne de recherche forestiere 51 2: 257-266. 2021
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Bohlin, Inka; Maltamo, Matti; Hedenås, Henrik; Lämås, Tomas; Dahlgren, Jonas; Mehtätalo, Lauri. 2021. Predicting bilberry and cowberry yields using airborne laser scanning and other auxiliary data combined with National Forest Inventory field plot data Forest ecology and management 502: 119737. 2021
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Kukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2021. Fusion of crown and trunk detections from airborne UAS based laser scanning for small area forest inventories International journal of applied earth observation and geoinformation 100: 102327. 2021
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Kotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Strunk, Jacob L; Packalen, Petteri. 2021. Prediction error aggregation behaviour for remote sensing augmented forest inventory approaches Forestry 94 4: 576-587. 2021
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Karjalainen, Tomi; Mehtätalo, Lauri; Packalen, Petteri; Malinen, Jukka; Næsset, Erik; Gobakken, Terje; Maltamo, Matti. 2021. In-situ calibration of stand level merchantable and sawlog volumes using cut-to-length harvester measurements and airborne laser scanning data Forestry 2022; 95 1: 105-117. 2021
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How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?. Korhonen, Lauri; Bruguiere, Andre; Varvia, Petri; Toivonen, Janne; Packalen, Petteri; Maltamo, Matti; Saarela, Svetlana; Popescu, Sorin / Proceedings of the SilviLaser Conference 2021 (Vol. 104). 2021. 2021
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Hardenbol, Alwin A; Kuzmin, Anton; Korhonen, Lauri; Korpelainen, Pasi; Kumpula, Timo; Maltamo, Matti; Kouki, Jari. 2021. Haapojen tunnistaminen havupuuvaltaisessa vanhassa metsässä eri vuodenaikojen droonikuva-aineistoista Metsätieteen aikakauskirja 2021: 10651. 2021
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Hardenbol, AA; Kuzmin, A; Korhonen, L; Korpelainen, P; Kumpula, T; Maltamo, M; Kouki, J. 2021. Detection of aspen in conifer-dominated boreal forests with seasonal multispectral drone image point clouds Silva fennica 55 4: 10515. 2021
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Correcting TLS Estimation for Shading by Other Trees Using a Horvitz-Thompson-like Estimator. Kansanen, K., Packalen, P., Maltamo, M. and Mehtätalo, L. / Proceedings of the SilviLaser Conference 2021. 2021. 2021
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Kukkonen, Mikko; Kotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2021. Volumes by tree species can be predicted using photogrammetric UAS data, Sentinel-2 images and prior field measurements. Silva fennica 55 1: 10360. 2021
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Maltamo, M; Räty, J; Korhonen, L; Kotivuori, E; Kukkonen, M; Peltola, H; Kangas, J; Packalen, P. 2020. Prediction of forest canopy fuel parameters in managed boreal forests using multispectral and unispectral airborne laser scanning data and aerial images European journal of remote sensing 53 1: 245-257. 2020
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Vähä-Konka, Ville; Maltamo, Matti; Pukkala, Timo; Kärhä, Kalle. 2020. Evaluating the accuracy of ALS-based removal estimates against actual logging data Annals of forest science 77: 84. 2020
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Valbuena, R; O'Connor, B; Zellweger, F; Simonson, W; Vihervaara, P; Maltamo, M; Silva, CA; Almeida, DRA; Danks, F; Morsdorf, F; Chirici, G; Lucas, R; Coomes, DA; Coops, NC. 2020. Standardizing Ecosystem Morphological Traits from 3D Information Sources Trends in ecology and evolution 35 8: 656-667. 2020
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Maltamo, Matti; Kinnunen, Hermanni; Kangas, Annika; Korhonen, Lauri. 2020. Predicting stand age in managed forests using National Forest Inventory field data and airborne laser scanning Forest ecosystems 7 1: 44. 2020
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Kotivuori, Eetu; Kukkonen, Mikko; Mehtätalo, Lauri; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2020. Forest inventories for small areas using drone imagery without in-situ field measurements Remote sensing of environment 237: 111404. 2020
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Karjalainen, Tomi ; Mehtätalo, Lauri ; Packalen, Petteri ; Gobakken, Terje ; Næsset, Erik ; Maltamo, Matti. 2020. Field calibration of merchantable and sawlog volumes in forest inventories based on airborne laser scanning Canadian journal of forest research-revue canadienne de recherche forestiere 50 12: 1352-1364. 2020
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Kansanen, Kasper; Packalen, Petteri; Maltamo, Matti; Mehtätalo, Lauri. 2020. Horvitz-Thompson-like estimation with distance-based detection probabilities for circular plot sampling of forests Biometrics 2021; 77 2: 715-728. 2020
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Cosenza, Diogo N; Korhonen, Lauri; Maltamo, Matti; Packalen, Petteri; Strunk, Jacob L; Næsset, Erik; Gobakken, Terje; Soares, Paula; Tomé, Margarida. 2020. Comparison of linear regression, k-nearest neighbor, and random forest methods in airborne laser scanning-based prediction of growing stock Forestry 2021; 94 2: 311-323. 2020
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Maltamo, Matti. 2019. Leimikon läpimittajakauman kuvaaminen hakkuukone- ja laserkeilausaineistojen avulla Metsätieteen aikakauskirja 2019: 1-3. 2019
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Xu, Qing; Li, Bo; Maltamo, Matti; Tokola, Timo; Hou, Zhengyang. 2019. Predicting tree diameter using allometry described by non-parametric locally-estimated copulas from tree dimensions derived from airborne laser scanning Forest ecology and management 434: 205-212. 2019
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Räty, Janne; Packalen, Petteri; Maltamo, Matti. 2019. Nearest neighbor imputation of logwood volumes using bi-temporal ALS, multispectral ALS and aerial images Scandinavian journal of forest research 34 6: 469-483. 2019
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Räty, Janne; Packalen, Petteri; Kotivuori, Eetu; Maltamo, Matti. 2019. Fusing diameter distributions predicted by an area-based approach and individual-tree detection in coniferous-dominated forests Canadian journal of forest research-revue canadienne de recherche forestiere 2020; 50: 113-125. 2019
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Resolution Dependence in Airborne Laser Scanning Based Forest inventory. Packalen, P., Strunk, J., Packalen, T., Maltamo, M. and Mehtätalo, L. / -. 2019. 2019
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Predicting species-specific diameter distributions in boreal forests using bi-temporal ALS, multispectral ALS, and aerial images. Janne Räty, Petteri Packalen, Matti Maltamo / SIlviLaser 2019. 2019. 2019
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Packalen, Petteri; Strunk, Jacob; Packalen, Tuula; Maltamo, Matti; Mehtätalo, Lauri. 2019. Resolution dependence in an area-based approach to forest inventory with airborne laser scanning Remote sensing of environment 224: 192-201. 2019
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Mapping forest attributes using accurately positioned tree-level harvester data and airborne laser scanning. Hansen, E.H., Hauglin M., Maltamo, M., Gobakken, T., Næsset, E., / Forest operations in response to environmental challenges - proceedings of the Nordic-Baltic operational research. 2019. 2019
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Maltamo, Matti; Hauglin, Marius; Naesset, Erik; Gobakken, Terje. 2019. Estimating stand level stem diameter distribution utilizing harvester data and airborne laser scanning Silva fennica 53 3: 10075. 2019
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Maltamo, Matti. 2019. Silva Fennica in 2019 Silva fennica 53 1: 1-2. 2019
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Pyörälä, Jiri; Räsänen, Tapio; Hämäläinen, Jarmo; Maltamo, Matti; Karjalainen, Tomi; Peuhkurinen, Jussi; Repola, Jaakko; Mäkinen, Harri; Hyyppä, Juha; Holopainen, Markus. 2019. Puuston laatutunnusten mittaus ja mallinnus Metsätieteen aikakauskirja 2019: 10253. 2019
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Kukkonen, Mikko; Maltamo; Matti; Korhonen, Lauri; Packalen, Petteri. 2019. Comparison of multispectral airborne laser scanning and stereo matching of aerial images as a single sensor solution to forest inventories by tree species Remote sensing of environment 231: 111208. 2019
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Adnan, Syed; Iqbal, Javed; Maltamo, Matti; Bacha, Muhammad Suleman; Shahab, Asfandyar; Valbuena, Ruben. 2019. A Simple Approach of Groundwater Quality Analysis, Classification, and Mapping in Peshawar, Pakistan Environments 6 12: 123. 2019
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Essential Biodiversity Variables informed by Earth Observation technologies. Valbuena, R., O'Connor, B., Zellweger, F., Morsdorf, F., Vihervaara, P., Simonson, W., Maltamo, M., Danks, F., Chirici, G., Coops, N. , Coomes, D / Conference program. 2019. 2019
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Estimating forest stock age using NFI field data and National Land Survey airborne laser scanning data of Finland. Maltamo Matti, Kinnunen Hermanni, Kangas Annika, Korhonen Lauri / A century of national forest inventories - informing past, present and future decisions. Norwegian National Forest Inventory 100 years. 2019. 2019
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Kansanen, Kasper; Vauhkonen, Jari; Lähivaara, Timo; Seppänen, Aku; Maltamo, Matti; Mehtätalo, Lauri. 2019. Estimating forest stand density and structure using Bayesian individual tree detection, stochastic geometry, and distribution matching Isprs journal of photogrammetry and remote sensing 152: 66-78. 2019
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Hernando, Ana; Puerto, Luis; Mola-Yudego, Blas; Antonio Manzanera, Jose; Garcia-Abril, Antonio; Maltamo, Matti; Valbuena, Ruben. 2019. Estimation of forest biomass components using airborne LiDAR and multispectral sensors Iforest-biogeosciences and forestry 12 April 2019: 207-213. 2019
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Karjalainen, Tomi; Korhonen, Lauri; Packalen, Petteri; Maltamo, Matti. 2019. The transferability of airborne laser scanning based tree-level models between different inventory areas Canadian journal of forest research-revue canadienne de recherche forestiere 49 3: 228-236. 2019
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Karjalainen, Tomi; Packalen Petteri; Räty Janne; Maltamo Matti. 2019. Predicting factual sawlog volumes in Scots pine dominated forests using airborne laser scanning data Silva fennica 53 4: 1-17. 2019
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Korhonen, L; Repola, J; Karjalainen, T; Packalen, P; Maltamo, M. 2019. Laserkeilauspohjaisten puutason sekamallien soveltaminen ja kalibrointi inventointialueiden välillä Metsätieteen aikakauskirja 2019: 1-2. 2019
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Korhonen, L; Repola, J; Karjalainen, T; Packalen, P; Maltamo, M. 2019. Transferability and calibration of airborne laser scanning based mixed-effects models to estimate the attributes of sawlog-sized Scots pines Silva fennica 53 3: 10179. 2019
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Kukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2019. Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition IEEE transactions on geoscience and remote sensing 57 6: 3462-3471. 2019
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Maltamo Matti; Karjalainen Tomi; Repola Jaakko; Vauhkonen Jari. 2018. Vaihtoehtoja latvusrajatiedon liittämiseksi laserkeilausinventointiin Metsätieteen aikakauskirja 2018: 10033. 2018
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Varvia, Petri; Lähivaara, Timo; Maltamo, Matti; Packalen, Petteri; Seppanen, Aku. 2018. Gaussian Process Regression for Forest Attribute Estimation From Airborne Laser Scanning Data IEEE transactions on geoscience and remote sensing 2019; 57 6: 3361-3369. 2018
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Räty, Janne; Packalen, Petteri; Maltamo, Matti. 2018. Comparing nearest neighbor configurations in the prediction of species-specific diameter distributions Annals of forest science 75 1: 26. 2018
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Predicting species-specific diameter distributions using a nearest neighbor imputation with various configurations - the effect of different ALS data. Janne Räty, Petteri Packalen ja Matti Maltamo / Conference Program. 2018. 2018
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Poster: Calibration of nationwide airborne laser scanning based stem volume models. Kotivuori E., Maltamo M., Korhonen L., Packalen P. / Conference Program. 2018. 2018
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Multispectral airborne LiDAR data in the prediction of boreal tree species using area-based methods. Kukkonen M., Maltamo M., Korhonen L., Packalen P. / Conference Program. 2018. 2018
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Maltamo, Matti; Karjalainen, Tomi; Repola, Jaakko; Vauhkonen, Jari. 2018. Incorporating tree- and stand-level information on crown base height into multivariate forest management inventories based on airborne laser scanning Silva Fennica 52 3: 10006. 2018
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Läpimittajakautumat eilen - tänään. Maltamo, Matti; Mehtätalo, Lauri / Pekka Kilkki 1939-1990: intohimona metsänarvioimisen uudistaminen. 2018. 2018
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Kotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2018. Calibration of nationwide airborne laser scanning based stem volume models. Remote Sensing of Environment 210: 179-192. 2018
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Kangas, Annika; Astrup, Rasmus; Breidenbach, Johannes; Fridman, Jonas; Gobakken, Terje; Korhonen, Kari T; Maltamo, Matti; Nilsson, Mats; Nord-Larsen, Thomas; Næsset, Erik; Olsson, Håkan. 2018. Remote sensing and forest inventories in Nordic countries - roadmap for the future Scandinavian journal of forest research 33 4: 397-412. 2018
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Essential Biodiversity Variables obtained from airborne and spaceborne LIDAR. Valbuena, R., O'Connor, B., Zellweger, F., Morsdorf, F., Vihervaara, P., Simonson, W., Maltamo M., Danks, F., Chirici, G., Coops, N.C., Coomes, D.A. / Conference program. 2018. 2018
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Effects of plot size, stand density and scan density on the relationship between airborne laser scanning metrics and the Gini coefficient of tree size inequality. Adnan, S., Maltamo, M., Coomes, D. and Valbuena, R. / Conference program. 2018. 2018
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Adnan, Syed; Maltamo, Matti; Coomes, David A; García-Abril, Antonio; Malhi, Yadvinder; Manzanera, José Antonio; Butt, Nathalie; Morecroft, Mike; Valbuena, Rubén. 2018. A simple approach to forest structure classification using airborne laser scanning that can be adopted across bioregions FOREST ECOLOGY AND MANAGEMENT 2019; 433: 111-121. 2018
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Adnan, Syed; Iqbal, Javed; Maltamo, Matti; Valbuena, Ruben. 2018. GIS-based DRASTIC model for groundwater vulnerability and pollution risk assessment in the Peshawar District, Pakistan Arabian journal of geosciences 11: 458. 2018
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Kukkonen, Mikael; Korhonen, Lauri; Maltamo, Matti; Suvanto, Aki; Packalen, Petteri. 2018. How much can airborne laser scanning based forest inventory by tree species benefit from auxiliary optical data? International journal of applied earth observation and geoinformation 72: 91-98. 2018
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Maltamo Matti, Mehtätalo Lauri, Valbuena Ruben, Vauhkonen Jari, Packalen Petteri. 2017. Predicting Single Tree Species Diameter Distribution by Airborne Laser Scanning Using Different Modeling Alternatives. In: Claudio Muñoz Riveros, Paulina Javiera Vidal Páez, Waldo Antonio Pérez Martínez, Pablo Christian Cruz Johnson, Markus Frederick Keusch, Jesús Torralba Pérez (ed.) , Proceedings Book 7th edition of the International Scientific Conference ForestSAT 2016. Universidad Mayor. s. 67-68. 2017
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Valbuena Rubén, Maltamo Matti, Mehtätalo Lauri, Packalen Petteri. 2017. Key structural features of Boreal forests may be detected directly using L-moments from airborne lidar data. Remote Sensing of Environment 194: 437-446. 2017
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Valbuena Ruben, Maltamo Matti, Manzanera Jose Antonio, Palahi Marc, Coomes David. 2017. Lorenz curves of Tree Size and Growth Inequality: Tree Competitive Dominance and Forest Structure assessed through LiDAR and Spectral Dominance. In: Anonymous (ed.) , Book of abstracts. IUFRO 125th anniversary congress 2017. Forstliche Versuchs- und Forschungsanstalt. s. 64-64. 2017
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Rubén Valbuena, Matti Maltamo, Lauri Mehtätalo, David Coomes. 2017. Analyzing the Lorenz Curve of Tree Growth Dominance with Multi-temporal Airborne Lidar in Wytham Forest (UK). In: Claudio Muñoz Riveros, Paulina Javiera Vidal Páez, Waldo Antonio Pérez Martínez, Pablo Christian Cruz Johnson, Markus Frederick Keusch, Jesús Torralba Pérez (ed.) , Proceedings Book 7th edition of the International Scientific Conference ForestSAT 2016. Universidad Mayor. s. 27-28. 2017
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Qing Xu, Zhengyang Hou, Bo Li, Jonathan Greenberg, Matti Maltamo, Timo Tokola. 2017. DBH prediction using allometry described by bivariate copula distribution. In: Anonymous (ed.) , Silvilaser 2017, October 10-12, 2017 Blacksburg, Virginia, USA. -. s. 207-207. 2017
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Kukkonen M, Maltamo M, Packalen P. 2017. Image matching as a data source for forest inventory - Comparison of Semi-Global Matching and Next-Generation Automatic Terrain Extraction algorithms in a typical managed boreal forest environment. International Journal of Applied Earth Observation and Geoinformation 60 August: 11-21. 2017
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Maltamo Matti, Bollandsås Ole Martin, Gobakken Terje, Næsset Erik. 2017. Large-Scale Prediction of Aboveground Biomass in Mountain Forests Utilizing Airborne Laser Scanning. In: Claudio Muñoz Riveros, Paulina Javiera Vidal Páez, Waldo Antonio Pérez Martínez, Pablo Christian Cruz Johnson, Markus Frederick Keusch, Jesús Torralba Pérez (ed.) , Proceedings Book 7th edition of the International Scientific Conference ForestSAT 2016. Universidad Mayor. s. 144-145. 2017
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Maltamo M, Mehtätalo L, Valbuena R, Vauhkonen J, Packalen P. 2017. Airborne laser scanning for tree diameter distribution modelling: a comparison of different modelling alternatives in a tropical single-species plantation. Forestry 2018; 91 1: 121-131. 2017
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Juha Keränen, Matti Maltamo, Petteri Packalen. 2017. Effect of flying altitude, scanning angle and scanning mode on the accuracy of ALS based forest inventory. In: Claudio Muñoz Riveros, Paulina Javiera Vidal Páez, Waldo Antonio Pérez Martínez, Pablo Christian Cruz Johnson, Markus Frederick Keusch, Jesús Torralba Pérez (ed.) , Proceedings Book 7th edition of the International Scientific Conference ForestSAT 2016. Universidad Mayor. s. 131-131. 2017
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Annika Kangas, Kari T. Korhonen, Rasmus Astrup, Johannes Breidenbach, Håkan Olsson, Mats Nilsson, Jonas Fridman, Erik Naesset, Terje Gobakken, Matti Maltamo. 2017. Forest data acquisition in Nordic countries - roadmap for the future. In: Anonymous (ed.) , Book of abstracts. IUFRO 125th anniversary congress 2017. Forstliche Versuchs- und Forschungsanstalt. s. 53-53. 2017
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Adnan, Syed; Maltamo, Matti; Coomes, David A; Valbuena, Ruben. 2017. Effects of plot size, stand density, and scan density on the relationship between airborne laser scanning metrics and the Gini coefficient of tree size inequality Canadian Journal of Forest Research 47 12: 1590-1602. 2017
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Varvia Petri, Lähivaara Timo, Maltamo Matti, Packalen Petteri, Tokola Timo, Seppänen Aku. 2016. Uncertainty Quantification in ALS-Based Species-Specific Growing Stock Volume Estimation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2017; 55 3: 1671-1681. 2016
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Räty Janne, Vauhkonen Jari, Maltamo Matti, Tokola Timo. 2016. 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. Forest Ecosystems 3 1: 1-17. 2016
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Valbuena R, Maltamo M, Packalen P. 2016. Classification of forest development stages from national low-density lidar datasets: a comparison of machine learning methods. Revista de teledeteccìon 45 Special issue: 15-25. 2016
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Valbuena Rubén, Maltamo Matti, Packalen Petteri. 2016. Classification of multilayered forest development classes from low-density national airborne lidar datasets. Forestry 89 4: 392-401. 2016
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Maltamo M, Bollandsås OM, Gobakken T, Næsset E. 2016. Large-scale prediction of aboveground biomass in heterogeneous mountain forests by means of airborne laser scanning. CANADIAN JOURNAL OF FOREST RESEARCH 46 9: 1138-1144. 2016
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Hou Zhengyang, Maltamo Matti, Tokola Timo. 2016. Simple approach to improving the extraction of canopy metrics from airborne laser scanning data for tropical forests. Journal of Applied Remote Sensing 10 1: 016019. 2016
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Kuzmin Anton, Korhonen Lauri, Manninen Terhikki, Maltamo Matti. 2016. Automatic segment-level tree species recognition using high resolution aerial winter imagery. European Journal of Remote Sensing 49: 239-259. 2016
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Keränen Juha, Maltamo Matti, Packalen Petteri. 2016. Effect of flying altitude, scanning angle and scanning mode on the accuracy of ALS based forest inventory. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 52: 349-360. 2016
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Hou Zhengyang, Xu Qing, Vauhkonen Jari, Maltamo Matti, Tokola Timo. 2016. Species-specific combination and calibration between area-based and tree-based diameter distributions using airborne laser scanning. CANADIAN JOURNAL OF FOREST RESEARCH 46 6: 753-765. 2016
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Keränen Juha, Peuhkurinen Jussi, Packalen Petteri, Maltamo Matti. 2015. Effect of minimum diameter at breast hight and standing dead wood field measurements on the accuracy of ALS-based forest inventory. CANADIAN JOURNAL OF FOREST RESEARCH 45 10: 1280-1288. 2015
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Maltamo Matti, Pesonen Annukka, Korhonen Lauri, Kouki Jari, Vehmas Mikko, Eerikäinen Kalle. 2015. Inventory of aspen trees in spruce dominated stands in conservation area. Forest Ecosystems 2 2:12. 2015
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Packalen Petteri, Strunk Jacob L, Pitkänen Juho A, Temesgen Hailemariam, Maltamo Matti. 2015. Edge-Tree Correction for Predicting Forest Inventory Attributes Using Area-Based Approach With Airborne Laser Scanning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8 3: 1274-1280. 2015
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Pippuri Inka, Suvanto Aki, Maltamo Matti, Korhonen Kari T, Pitkänen Juho, Packalen Petteri. 2015. Classification of forest land attributes using multi-source remotely sensed data. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION 2016; 44: 11-22. 2015
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Valbuena Ruben, Eerikäinen Kalle, Packalen Petteri, Maltamo Matti. 2015. Gini coefficient predictions from airborne lidar remote sensing display the effect of management intensity on forest structure. ECOLOGICAL INDICATORS 60 (2016): 574-585. 2015
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Varvia Petri, Lähivaara Timo, Maltamo Matti, Packalén Petteri, Tokola Timo, Seppänen Aku. 2015. Uncertainty quantification in ALS-based species-specific growing stock volume estimation. In: S. Durrieu, and C. Véga (ed.) Proceedings of SilviLaser 2015, 14th conference on Lidar Applications for Assessing and Managing Forest Ecosystems, September 28-30, 2015 - La Grande Motte, France. s. 134-136. 2015
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Hou Zhengyang, Xu Qing, Hartikainen Sauli, Anttila Perttu, Packalen Tuula, Maltamo Matti, Tokola Timo. 2015. Impact of plot size and spatial pattern of forest attributes on sampling efficacy. Forest Science 61 5: 847-860. 2015
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Melin Markus, Matala Juho, Mehtätalo Lauri, Tiilikainen Raisa, Tikkanen Olli-Pekka, Maltamo Matti, Pusenius Jyrki, Packalen Petteri. 2014. Moose (Alces alces) reacts to high summer temperatures by utilizing thermal shelters in boreal forests - an analysis based on airborne laser scanning of the canopy structure at moose locations. GLOBAL CHANGE BIOLOGY 20 4: 1115-1125. 2014
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Xu Qing, Hou Zhenyang, Maltamo Matti, Tokola Timo. 2014. Calibration of area based diameter distribution with individual tree based diameter estimates using airborne laser scanning. ISPRS Journal of Photogrammetry and Remote Sensing 93: 65-75. 2014
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Xu Q. Hou Z,, Maltamo M., Tokola T.. 2014. Retrieving suppressed trees from model-based height distribution by combining high and low density airborne laser scanning data. Canadian Journal of Remote Sensing 40: 233-242. 2014
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Vauhkonen Jari, Rombouts Jan, Maltamo Matti. 2014. Inventory of forest plantations: Maltamo M, Næsset E, Vauhkonen J, Forestry applications of airborne laser scanning - Concepts and case studies. Managing Forest Ecosystems 27. 253-268. 2014
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Vauhkonen Jari, Maltamo Matti, McRoberts Ronald E, Næsset rik. 2014. Introduction to forest applications of airborne laser scanning: Maltamo, M., Næsset, E., Vauhkonen, J., Forestry applications of airborne laser scanning - Concepts and case studies. Managing Forest Ecosystems 27. 1-16. 2014
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Valbuena R., Packalen P., Tokola, T., Maltamo, M.. 2014. Canonical correlation analysis for interpreting airborne laser scanning metrics along the Lorenz curve of tree size inequality. Baltic Forestry 20 2: 326-332. 2014
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Valbuena R, Vauhkonen J, Packalen P, Pitkänen J, Maltamo M. 2014. Comparison of airborne laser scanning methods for estimating forest structure indicators based on Lorenz curves. ISPRS Journal of Photogrammetry and Remote Sensing 95: 23-33. 2014
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Maltamo,M., Packalen, P.. 2014. Species specific management inventory in Finland: Maltamo, M., Naesset, E., Vauhkonen, J., Forestry Applications of Airborne Laser Scanning - concepts and case studies. Managing Forest Ecosystems 27. 241-252. 2014
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Maltamo, M.. 2014. Metsämaiseman visualisointi laserkeilausaineistolla: Tyrväinen, L., Kurttila, M., Sievänen, T., Tuulentie, S., Hyvinvointia metsästä. 237-238. 2014
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Maltamo, M., Kallio, E., Bollandsås, O.M., Næsset, E., Gobakken, T., Pesonen, A.. 2014. Assessing dead wood by airborne laser scanning: Maltamo, M., Naesset, E., Vauhkonen, J., Forestry Applications of Airborne Laser Scanning - concepts and case studies. Managing Forest Ecosystems 27. 375-395. 2014
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Maltamo M, Ørka HO, Bollandsås OM, Gobakken T, Næsset E. 2014. Using pre-classification to improve the accuracy of species-specific forest attribute estimates from airborne laser scanner data and aerial images. SCANDINAVIAN JOURNAL OF FOREST RESEARCH 2015; 30 4: 336-345. 2014
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Lähivaara Timo, Seppänen Aku, Kaipio Jari, Vauhkonen Jari, Korhonen Lauri, Tokola Timo, Maltamo Matti. 2014. Bayesian Approach to Tree Detection Based on Airborne Laser Scanning Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 52 5: 2690-2699. 2014
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Jari Vauhkonen, Petteri Packalen, Jukka Malinen, Juho Pitkänen & Matti Maltamo. 2014. Airborne laser scanning-based decision support for wood procurement planning. SCANDINAVIAN JOURNAL OF FOREST RESEARCH 29 Supplement 1: 132-143. 2014
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Forestry applications of airborne laser scanning - Concepts and case studies. Maltamo, M., Naesset, E., Vauhkonen, J.. 2014 2014
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Maltamo,M., Gobakken , T.. 2014. Predicting tree diameter distributions: Maltamo, M., Naesset, E., Vauhkonen, J., Forestry Applications of Airborne Laser Scanning - concepts and case studies. Managing Forest Ecosystems 27. 177-191. 2014
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Valbuena R, Maltamo M, Martín-Fernández S, Packalen P, Pascual C, Nabuurs GJ. 2013. Patterns of Covariance between Airborne Laser Scanning Metrics and Lorenz Curve Descriptors of Tree Size Inequality.. Canadian Journal of Remote Sensing 39 S1: 18-31. 2013
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Valbuena Ruben, Packalen Petteri, Mehtätalo Lauri, Garcia-Abril Antonio, Maltamo Matti. 2013. Characterizing forest structural types and shelterwood dynamics from Lorenz-based indicators predicted by airborne laser scanning. CANADIAN JOURNAL OF FOREST RESEARCH 43 11: 1063-1074. 2013
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Valbuena Rubén, De-Blas Alejandro, Martín-Fernández Susana, Maltamo Matti, Nabuurs Gert-Jan, Manzanera José Antonio. 2013. Within-Species Benefits of Back-projecting Airborne Laser Scanner and Multispectral Sensors in Monospecific Pinus sylvestris Forests. European Journal of Remote Sensing 46: 491-509. 2013
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Korhonen L, Pippuri I, Packalén P, Heikkinen V, Maltamo M, Heikkilä J. 2013. Taimikonhoitotarpeen määrittäminen korkean resoluution kaukokartoitusaineistojen avulla. Metsätieteen aikakauskirja 2013 2: 193. 2013
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Pippuri Inka, Maltamo Matti, Packalen Petteri, Mäkitalo Juha. 2013. Predicting species-specific basal areas in urban forests using airborne laser scanning and existing stand register data. EUROPEAN JOURNAL OF FOREST RESEARCH 132 5-6: 999-1012. 2013
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Packalen P, Vauhkonen J, Kallio E, Peuhkurinen J, Pitkänen J, Pippuri I, Strunk J, Maltamo M. 2013. Predicting the spatial pattern of trees by airborne laser scanning. International Journal of Remote Sensing 34 14: 5154-5165. 2013
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Korhonen L, Pippuri I, Packalén P, Heikkinen V, Maltamo M, Heikkilä J. 2013. Detection of the need for seedling stand tending using high-resolution remote sensing data. SILVA FENNICA 47 2: 952. 2013
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Bollandsås OM, Maltamo M, Naesset E, Gobakken T. 2013. Comparing parametric and non-parametric modelling of diameter distributions on independent data using airborne laser scanning in a boreal conifer forest. Forestry 86: 493-501. 2013
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Villikka, M., Packalén, P. and Maltamo, M. 2012. The suitability of leaf-off airborne laser scanner data for forest inventory. SILVA FENNICA 46: 99-110. 2012
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Vauhkonen, J. Ene, L., Gupta, S., Heinzel, J., Holmgren, J., Pitkänen, J., Solberg, S., Wang, Y., Weinacker, H., Hauglin, K.M., Lien, V., Packalén, P., Gobakken, T., Koch, B., Næsset, E., Tokola, T. and Maltamo, M.. 2012. Comparative testing of single-tree detection algorithms. Forestry 85: 27-40. 2012
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Valbuena Ruben, Packalén Petteri , Martin-Fernandez Susana, Maltamo Matti. 2012. Diversity and Equitability Ordering Profiles Applied to the Study of Forest Structure. FOREST ECOLOGY AND MANAGEMENT 276: 185-195. 2012
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Packalén P, Temesgen H, Maltamo M. 2012. Variable Selection Strategies for Nearest Neighbor Imputation in Remote Sensing Based Forest Inventory. Canadian Journal of Remote Sensing 38 5: 1-13. 2012
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Minna Pulkkinen. 2012. On non-circularity of tree stem-cross sections: Effect of diameter selection on cross-section area estimation, bitterlich sampling and stem volume estimation is Scots pine. SILVA FENNICA 46 5B: 1-983. 2012
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Maltamo Matti, Mehtätalo Lauri, Vauhkonen Jari, Packalén Petteri. 2012. Predicting and calibrating tree attributes by means of airborne laser scanning and field measurements. CANADIAN JOURNAL OF FOREST RESEARCH 42: 1896-1907. 2012
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Barrett Tara, Maltamo Matti. 2012. Missing data in forest ecology and management: Advances in quantitative methods. Preface. FOREST ECOLOGY AND MANAGEMENT 272: 1-2. 2012
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Lähivaara T, Seppänen A, Kaipio J.P, Vauhkonen J, Korhonen L, Tokola T, Maltamo M. 2012. Bayesian approach to tree detection with airborne laser scanning: -, IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2012). 1641-1644. 2012
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Inka Pippuri, Eveliina Kallio, Matti Maltamo, Heli Peltola ja Petteri Packelén. 2012. Exploring horizontal area-based metrics to discriminate the spatial pattern of trees and need for first thinning using airborne laser scanning Forestry 85(2): 305-314. 2012
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Packalén, P., Vauhkonen, J., Kallio, E., Peuhkurinen, J., Pitkänen, J., Pippuri, I. and Maltamo, M.. 2011. Comparison of the spatial pattern of trees obtained by ALS based forest inventory techniques: -, Silvilaser 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems. 8. 2011
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Bollandsås, O. M., Maltamo, M., Gobakken, T., Næsset, E. and Lien, V.. 2011. Prediction of timber quality parameters of forest stands by means of small footprint airborne laser scanner data International Journal of Forest Engineering 22 1: 14-23. 2011
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Vehmas, M., Eerikäinen, K., Peuhkurinen, J., Packalén, P. and Maltamo, M. 2011. Airborne laser scanning for the site type identification of mature boreal forest stands Remote Sensing 3: 100-116. 2011
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Vehmas M., Packalén, P., Maltamo, M., and Eerikäinen, K.. 2011. Using airborne laser scanning data for detecting canopy gaps and their understory type in mature boreal forest Annals of Forest Science 68: 825-835. 2011
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Pippuri I., Kallio E., Maltamo M., Packalén P. and Peltola Heli.. 2011. Exploring horizontal area-based metrics to discriminate the spatial pattern of trees using ALS: -, Silvilaser 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems. 8. 2011
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Peuhkurinen Jussi, Mehtätalo Lauri, Maltamo Matti. 2011. Comparing individual tree detection and the area-based statistical approach for the retrieval of forest stand characteristics using airborne laser scanning in Scots pine stands.. CANADIAN JOURNAL OF FOREST RESEARCH 41 3: 583-598. 2011
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Packalén, P., Mehtätalo, L. and Maltamo, M.. 2011. ALS-based estimation of plot volume and site index in a eucalyptus plantation with a nonlinear mixed-effect model that accounts for the clone effect Annals of Forest Science 68: 1085-1092. 2011
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Packalén, P., Heinonen, T., Pukkala, T., Vauhkonen, J. and Maltamo, M. 2011. Dynamic treatment units in Eucalyptus plantations Forest Science 57: 416-426. 2011
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Nuutinen, T., Berger, F., Karjalainen, A., Lempinen, R., Maltamo, M and Siitonen M.. 2011. Request-driven generation of calculation chains for adaptive forest analysis SCANDINAVIAN JOURNAL OF FOREST RESEARCH 26 1: 2-10. 2011
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Maltamo, M., Packalén, P., Kallio, E., Kangas, J., Uuttera, J., and Heikkilä, J.. 2011. Airborne laser scanning based stand level management inventory in Finland: -, Silvilaser 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems. 9. 2011
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Maltamo, M., Bollandsås, O.M., Næsset, E., Gobakken, T. and Packalén, P.. 2011. Different plot selection strategies for field training data in ALS-assisted forest inventory Forestry 84: 23-31. 2011
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Korhonen Lauri, Korpela Ilkka, Heiskanen Janne, Maltamo Matti. 2011. Airborne discrete-return LiDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area index Remote Sensing of Environment 115 4: 1065-1080. 2011
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Pesonen Annukka, Kangas Annika, Maltamo Matti and Packalén Petteri. 2010. Different sources of auxiliary information in coarse woody debris inventory. FOREST ECOLOGY AND MANAGEMENT 259: 1890-1899. 2010
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Vauhkonen, Jari; Ene, Liviu; Gupta, Sandeep; Heinzel, Johannes; Holmgren, Johan; Pitkänen, Juho; Solberg, Svein; Wang, Yunsheng; Weinacker, Holger; Hauglin, Knut Marius; Lien, Vegard; Packalén, Petteri; Gobakken, Terje; Koch, Barbara; Næsset, Erik; Tokola, Timo; Maltamo, Matti. 2010. Comparative testing of single-tree detection algorithms: -, Silvilaser 2010, the 10th International Conference on LiDAR Applications for Assessing Forest Ecosystems. 11 p.. 2010
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Suvanto Aki, Maltamo Matti. 2010. Using mixed estimation for combining ALS data in two different forest areas. SILVA FENNICA 44 1: 91-107. 2010
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Sironen Susanna, Kangas Annika, Maltamo Matti. 2010. Comparison of different non-parametric growth imputation methods in the presence of correlative observations. Forestry 83: 39-51.. 2010
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Pesonen Annukka, Maltamo Matti, Kangas Annika. 2010. The comparison of airborne laser scanning-based probability layers as auxiliary information for assessing coarse woody debris International Journal of Remote Sensing 31: 1245-1259. 2010
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Jari Vauhkonen, Timo Tokola, Matti Maltamo & Petteri Packalén. 2010. Applied 3D texture features in ALS-based forest inventory. EUROPEAN JOURNAL OF FOREST RESEARCH 129 5: 803-811. 2010
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Packalén Petteri, Mehtätalo Lauri and Maltamo Matti. 2010. ALS based estimation of plot volume and site index in a Eucalyptus plantation with a nonlinear mixed effect model that accounts for the clone effect.: xxx, Proceedings of Silvilaser 2010. Freiburg, Germany, September 14-17, 2010.. xxx. 2010
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Niska H, Packalén P, Skön J-P, Tokola T, Maltamo M & Kolehmainen M. 2010. Neural networks for the prediction of species-specific stem volumes using airborne laser scanning and aerial photographs. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 48 3: 1076-1085. 2010
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Maltamo Matti, Bollandsås Ole Martin, Vauhkonen Jari, Breidenbach Johannes, Gobakken Terje, Næsset Erik. 2010. Comparing different methods for prediction of mean crown height in Norway spruce stands using airborne laser scanner data. Forestry 83: 257-268. 2010
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Korpela, I., Ørka, H. O., Maltamo, M., Tokola, T. & Hyyppä, J.. 2010. Tree species classification using airborne LiDAR effects of stand and tree parameters, downsizing of training set, intensity normalization and sensor type. SILVA FENNICA 44 2: 319-339. 2010
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Eerikäinen Hanna, Packalén Petteri, Maltamo Matti, Mäkitalo Juha. 2010. Ruissalon tammien visuaalinen tulkinta stereokuvalta. Metsätieteen aikakauskirja 2/2010 2/2010: 129-142. 2010
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Jari Vauhkonen, Ilkka Korpela, Matti Maltamo & Timo Tokola. 2010. Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics. Remote Sensing of Environment 114 6: 1263-1276. 2010
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Pesonen, A., Leino, O., Maltamo, M. and Kangas, A. 2009. The comparison of field sampling methods and the use of airborne laser scanning as auxiliary information for assessing coarse woody debris Forest Ecology and Management 257: 1532-1541. 2009
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Vehmas, Mikko; Pesonen, Annukka; Packalén, Petteri ja Maltamo, Matti. 2009. Use of airborne laser scanning data in assessing various ecologically important habitats in natural stage boreal forests.. In: (ed.) , Finnish Conference of Environmental Science, May 14-15, Lahti, Finland. ss. 27. 2009
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Vehmas, Mikko; Packalén, Petteri ja Maltamo, Matti. 2009. Assessing deadwood existence in canopy gaps by using ALS data., SilviLaser 2009, October 14-16, College Station, Texas USA. 137-144. 2009
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Vehmas, Mikko; Eerikäinen, Kalle; Peuhkurinen, Jussi; Packalén, Petteri ja Maltamo, Matti. 2009. Identification of boreal forest stands with high herbaceous plant diversity using airborne laser scanning.. Forest Ecology and Management 257: 46-53. 2009
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Vauhkonen, Jari; Tokola, Timo; Packalén, Petteri; Maltamo, Matti. 2009. Identification of Scandinavian Commercial Species of Individual Trees from Airborne Laser Scanning Data Using Alpha Shape Metrics. Forest Science 55 1: 37-47. 2009
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Pesonen, A., Packalén, P., Maltamo, M. and Kangas, A. 2009.. 2009. Different sources of auxiliary information in coarse woody debris inventory.: Popescu, S., Nelson, R., Zhao, K. and Neuenschwander, A., Proceedings of SilviLaser 2009, 9th international conference on lidar applications for assessing forest ecosystems. 342-351. 2009
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Packalén, Petteri, Suvanto, Aki, and Maltamo, Matti. 2009. A two stage method to estimate species-specific growing stock by combining ALS data and aerial photographs of known orientation parameters Photogrammetric Engineering & Remote Sensing 75 12: 1451¿1460. 2009
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Pesonen Annukka, Eerikainen Kalle, Maltamo Matti & Tahvanainen Timo. 2009. Models for predicting tree and stand development on larch plantations in Hallormsstaður, Iceland. New Forests 37: 63¿83. 2009
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Maltamo, Matti, Naesset, Erik, Bollandsås, Ole Martin, Gobakken, Terje ja Packalén, Petteri. 2009. Non-parametric estimation of diameter distributions by using ALS data Scandinavian Journal of Forest Research 24: 541-553. 2009
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Maltamo, Matti, Bollandsås, Ole Martin, Næsset, Erik, Gobakken, Terje ja Packalén, Petteri. 2009. Different sampling strategies for field training plots in ALS inventory: Popescu, S., Nelson, R., Zhao, K. ja Neuenschwander, A., Proceedings of SilviLaser 2009, 9th international conference on lidar applications for assessing forest ecosystems. 193-201. 2009
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Maltamo, Matti, Peuhkurinen, Jussi, Malinen, Jukka, Vauhkonen, Jari, Packalén, Petteri ja Tokola, Timo. 2009. Predicting tree attributes and quality characteristics of Scots pine using airborne laser scanning data Silva Fennica 43: 507-521. 2009
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Maltamo, Matti, Packalén, Petteri, Suvanto, Aki, Korhonen, Kari Tapani, Mehtätalo, Lauri ja Hyvönen, Pekka. 2009. Combining ALS and NFI training data for forest management planning -a Case Study in Kuortane, Western Finland. European Journal of Forest Research 128: 305-317. 2009
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Maltamo, Matti, Peuhkurinen, Jussi, Malinen, Jukka, Vauhkonen, Jari, Packalén, Petteri ja Tokola, Timo. 2009. Männyn puu- ja laatutunnusten ennustaminen laserkeilauksella, Metsätieteen Aikakauskirja 4/2009. 409-410. 2009
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Packalén, Petteri, Maltamo, Matti and Tokola, Timo. 2008. Detailed Assessment Using Remote Sensing Techniques: von Gadow, Klaus and Pukkala, Timo, Designing Green Landscapes.Springer. Managing Forest Ecosystems. 53-77. 2008
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Xiaowei Yu, Juha Hyyppä, Harri Kaartinen ja Matti Maltamo. 2008. Obtaining plotwise mean height and volume growth in boreal forests using multitemporal laser surveys and various change detection techniques. International Journal of Remote Sensing 29: 1367 - 1386. 2008
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Virpi Junttila, Matti Maltamo ja Tuomo Kauranne. 2008. Sparse Bayesian Estimation of Forest Stand Characteristics from ALS Forest Science 54 5: 543-552. 2008
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Vehmas, Mikko; Eerikäinen, Kalle; Peuhkurinen, Jussi; Packalén, Petteri ja Maltamo, Matti. 2008. Airborne laser scanning for the identification of boreal forest site types, Silvilaser 2008. 58-65. 2008
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Tokola Timo, Maltamo Matti, Kotamaa Eveliina, Packalén Petteri ja Kurttila Mikko. 2008. Integration of ALS based bioenergy inventory data and optimal bucking for stand level decision making: Hahn A., Knoke T. ja Schneider, T., Lifo2008 ¿Linking Forest Inventory and optimization¿ an international conference of the IUFRO units 4.02.00 and 4.04.00. 41. 2008
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Säynäjoki Raita, Maltamo Matti, Kari Tapani Korhonen. 2008. Forest inventory with sparse resolution Airborne Laser Scanning data ¿ a literature review.. Metlan työraportteja / Working Papers of the Finnish Forest Research Institute 103: 90 s.. 2008
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Raita Säynäjoki, Petteri Packalén, Matti Maltamo, Mikko Vehmas ja Kalle Eerikäinen. 2008. Detection of aspens using high resolution aerial laser scanning data and digital aerial images. Sensors 8: 5038-5055. 2008
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Pesonen Annukka, Maltamo Matti, Petteri Packalén, Leino Olli. 2008. The comparison of airborne laser scanning-based probability layers as auxiliary information for assessing coarse woody debris, Silvilaser 2008. 526-535. 2008
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Pesonen Annukka, Maltamo Matti, Eerikäinen Kalle & Packalén Petteri. 2008. Airborne laser scanning-based prediction of coarse woody debris volumes in a conservation area. Forest Ecology and Management 255: 3288-3296. 2008
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Packalén, Petteri; Pitkänen, Juho and Maltamo, Matti. 2008. Comparison of individual tree detection and canopy height distribution approaches: a case study in Finland: Hill, Ross; Suárez, Juan and Rosette, Jackie, Silvilaser 2008. 22-29. 2008
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Packalén, Petteri and Maltamo, Matti. 2008. The estimation of species-specific diameter distributions using airborne laser scanning and aerial photographs. Canadian Journal of Forest Research 38: 1750-1760. 2008
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Matti Närhi, Matti Maltamo, Petteri Packalén, Heli Peltola ja Janne Soimasuo. 2008. Kuusen taimikoiden inventointi ja taimikonhoidon kiireellisyyden määrittäminen laserkeilauksen ja metsäsuunnitelmatietojen avulla. Metsätieteen aikakauskirja 1/2008: 5-15. 2008
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Matti Maltamo, Petteri Packalén, Janne Uuttera, Esa Äröla, Juho Heikkilä. 2008. Laserkeilaustulkinnan hyödyntäminen metsäsuunnittelun tietolähteenä. Metsätieteen aikakauskirja 4/2008: 304-309. 2008
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Matti Maltamo, Jussi Peuhkurinen, Jukka Malinen, Jari Vauhkonen, Petteri Packalén ja Timo Tokola. 2008. Predicting tree level quality characteristics of Scots pine using airborne laser scanning data, IUFRO Working Party 5.01.04 Wood Quality Modelling. Connection between Forest Resources and Wood Quality: Modelling Approaches and Simulation Software. 81. 2008
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Leppänen Vesa, Tokola Timo, Maltamo Matti, Mehtätalo Lauri, Pusa T. ja Mustonen Jukka. 2008. Automatic delineation of forest stands from lidar data, GEOBIA, 2008 - Pixels, Objects, Intelligence: GEOgraphic Object Based Image Analysis for the 21st Century. Proceedings. University of Calgary, Calgary, Alberta, Canada. August 5 - 8, 2008.. 271-277. 2008
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Korhonen Lauri, Peuhkurinen Jussi, Malinen Jukka, Suvanto Aki, Maltamo Matti, Packalen Petteri and Kangas Jyrki. 2008. The use of airborne laser scanning to estimate sawlog volumes. Forestry: An International Journal of Forest Research 84 4: 499-510. 2008
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Jussi Peuhkurinen, Matti Maltamo, Lauri Vesa, and Petteri Packalén. 2008. Estimation of Forest Stand Characteristics Using Spectral Histograms Derived from an Ikonos Satellite Image. Photogrammetric Engineering & Remote Sensing 74 11: 1335¿1341. 2008
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Jussi Peuhkurinen, Matti Maltamo & Jukka Malinen. 2008. Estimating species-specific diameter distributions and saw log recoveries of boreal forests from airborne laser scanning data and aerial photographs: a distribution-based approach. Silva Fennica 42 4: 625¿641. 2008
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Juha Hyyppä, Hannu Hyyppä, Don Leckie, F. Gougeon, Xiaowei Yu ja Matti Maltamo. 2008. Methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forests. International Journal of Remote Sensing 29: 1339-1366. 2008
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Jari Vauhkonen, Timo Tokola, Petteri Packalén, Matti Maltamo. 2008. Applied 3D texture features in ALS based forest inventory. In: (ed.) , LIFO2008 - "Linking Forest Inventory and Optimization" - an international conference of the IUFRO units 4.02.00 and 4.04.00. ss. 44. 2008
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Jari Vauhkonen, Timo Tokola, Matti Maltamo, and Petteri Packalén. 2008. Effects of pulse density on predicting characteristics of individual trees of Scandinavian commercial species using alpha shape metrics based on airborne laser scanning data. Canadian Journal of Remote Sensing 34 Suppl. 2: S441-S459. 2008
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Mehtätalo Lauri;Maltamo Matti;Packalén Petteri. 2007. Recovering plot-specific diameter distribution and height-diameter curve using ALS based stand characteristics: Rönnholm Petri;Hyyppä Hannu;Hyyppä Juha, Proceedings of ISPRS Workshop Laser Scanning 2007 and Silvilaser 2007 , September 12-14, 2007, Finland. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. 288-293. 2007
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Villikka Maria;Maltamo Matti;Packalén Petteri;Vehmas Mikko;Hyyppä Juha. 2007. Alternatives for predicting tree-level stem volume of Norway spruce using airborne laser scanner data. Photogrammetric Journal of Finland 20 2: 33-42. 2007
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Peuhkurinen, Jussi; Maltamo, Matti; Malinen, Jukka; Pitkänen, Juho; Packalén, Petteri. 2007. Preharvest Measurement of Marked Stands Using Airborne Laser Scanning. Forest Science 53 6: 653-661. 2007
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Pesonen Annukka;Korhonen Kari Tapani;Tuominen Sakari;Maltamo Matti;Lukkarinen Eero. 2007. Taimikonhoitotarpeen arviointi valtakunnan metsien inventoinnin metsävarakartan pohjalta. Metsätieteen aikakauskirja 2/2007: 77-86. 2007
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Packalén Petteri & Maltamo Matti. 2007. The k-MSN method for the prediction of species-specific stand attributes using airborne laser scanning and aerial photographs. Remote Sensing of Environment 109 3: 328-341. 2007
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Tahvanainen Timo;Kaartinen Kalle;Pukkala Timo;Maltamo Matti. 2007. Comparison of approaches to integrate energy wood estimation into the Finnish compartment inventory system. Silva Fennica: 123-135. 2007
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Maltamo Matti;Suvanto Aki;Packalén Petteri. 2007. Comparison of basal area and stem frequency diameter distribution modelling using airborne laser scanner data and calibration estimation Forest Ecology and Management 247: 26-34. 2007
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Kinnunen Jari;Maltamo Matti;Päivinen Risto. 2007. Standing volume estimates of forests in Russia: how accurate is the published data?. Forestry: An International Journal of Forest Research 80: 53-64. 2007
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Maltamo Matti;Packalén Petteri;Peuhkurinen Jussi;Suvanto Aki;Pesonen Annukka;Hyyppä Juha. 2007. Experiences and possibilities of ALS based forest inventory in Finland: Rönnholm Petri;Hyyppä Hannu;Hyyppä Juha, Proceedings of ISPRS Workshop Laser Scanning 2007 and Silvilaser 2007 , September 12-14, 2007, Finland. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. 270-279. 2007
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Kangas Annika;Mehtätalo Lauri;Maltamo Matti. 2007. Modeling percentile based basal area weighted diameter distribution. Silva Fennica 41: 425-440. 2007
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Peuhkurinen Jussi;Maltamo Matti;Malinen Jukka;Pitkänen Juho;Packalén Petteri. 2007. Preharvest measurement of marked stands using airborne laser scanning. Forest Science 53: 653-661. 2007
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Korhonen Lauri;Korhonen Kari T.;Stenberg Pauline;Maltamo Matti ja Rautiainen Miina. 2007. Local models for forest canopy cover with beta regression. Silva Fennica 41 4: 671-685. 2007
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Maltamo Matti;Korhonen Kari Tapani;Packalén Petteri;Mehtätalo Lauri;Suvanto Aki. 2007. A test on the usability of truncated angle count sample plots as ground truth in airborne laser scanning based forest inventory.. Forestry: An International Journal of Forest Research 80: 73-81. 2007
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Maltamo Matti;Malinen Jukka;Packalén Petteri;Suvanto Aki;Kangas Jyrki. 2006. Non-parametric estimation of stem volume using laser scanning, aerial photography and stand register data. Canadian Journal of Forest Research 36: 426-436. 2006
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Yu Xiaowei;Hyyppä Juha;Kukko Antero;Maltamo Matti;Kaartinen Harri. 2006. Change detection techniques for canopy height growth measurements using airborne laser scanner data. Photogrammetric Engineering & Remote Sensing 72 12. 2006
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Uuttera Janne;Anttila Perttu;Suvanto Aki;Maltamo Matti. 2006. Yksityismetsien metsävaratiedon keruuseen soveltuvilla kaukokartoitusmenetelmillä estimoitujen puustotunnusten luotettavuus. Metsätieteen aikakauskirja 4/2006 4: 507-519. 2006
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Petteri Packalén;Timo Tokola;Juhani Saastamoinen & Matti Maltamo. 2006. Use of a superresolution method in interpretation of forests from multiple NOAA/AVHRR images. International Journal of Remote Sensing 27 23-24: 5341-5357. 2006
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Packalén Petteri;Maltamo Matti. 2006. Combined use of ALS data and aerial photographs for predicting stand volume by tree species, Proceedings of the international concerence Silvilaser 2006. November 7-10,2006. Ehime Prefectual Convention Hall Matsuyama, Japan. 136-141. 2006
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Næsset Erik.;Gobakken Terje;Kangas Annika;Maltamo Matti;Bollandsås Ole Martin;Aasland Tord;Solberg Svein. 2006. Extending and improving methods for operational stand-wise forest inventories utilizing multi-resolution airborne laser scanner data, Proceedings of the international concerence Silvilaser 2006. November 7-10,2006. Ehime Prefectual Convention Hall Matsuyama, Japan. 75-79. 2006
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Mehtätalo Lauri;Maltamo Matti;Kangas Annika. 2006. The use of quantile trees in the prediction of the diameter distribution of a stand Silva Fennica 40 3: 501-516. 2006
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Yu Xiaowei;Hyyppä Juha;Kaartinen Harri;Maltamo Matti;Hyyppä Hannu. 2006. Obtaining plotwise height and volume growth in boreal forests using multitemporal laser surveys: a comparison of various techniques, Proceedings of the international concerence Silvilaser 2006. November 7-10,2006. Ehime Prefectual Convention Hall Matsuyama, Japan. 243-248. 2006
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Maltamo Matti;Hyyppä Juha;Malinen Jukka. 2006. A comparative study of the use of laser scanner data and field measurements in the prediction of crown height in boreal forests. Scandinavian Journal of Forest Research 21: 231-238. 2006
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Hotanen Juha-Pekka;Maltamo Matti;Reinikainen Antti. 2006. Structural diversity of tree stands on peatland Silva Fennica 40: 53-82. 2006
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Maltamo Matti;Hyyppä Juha;Eerikäinen Kalle;Packalén Petteri;Vehmas Mikko;Kouki Jari. 2006. Metsikön vertikaalisen rakenteen tutkiminen 3D-kaukokartoituksen avulla: Horne Paula;Koskela Terhi;Kuusinen;Mikko;Otsamo Antti;Syrjänen Kimmo, METSON jäljillä - Etelä-Suomen metsien monimuotoisuusohjelman tutkimusraportti. 247-249. 2006
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Hotanen Juha-Pekka;Maltamo Matti Reinikainen Antti. 2006. Suometsien kerroksellisuusrakenne Suomessa. 2006
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Petteri Packalén & Matti Maltamo. 2006. Predicting the plot volume by tree species using airborne laser scanning and aerial photographs Forest Science 56 6: 611-622. 2006
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Hyyppä Juha;Yu Xiaowei;Hyyppä Hannu;Maltamo;Matti. 2006. Methods of Airborne Laser Scanning for Forest Information Extraction. In: (ed.) , Workshop on 3D Remote Sensing in Forestry, 14th-15th Feb 2006, Vienna.. ss. 2006
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Maltamo Matti;Eerikäinen Kalle;Packalén Petteri;Hyyppä Juha. 2006. Estimation of stem volume using laser scanning based canopy height metrics. Forestry: An International Journal of Forest Research 79: 217-229. 2006
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Maltamo Matti. 2006. Inventories of vegetation, wildberries and mushrooms: Kangas Annika;Maltamo Matti, Forest Inventory Methodology & Applications.Springer. Mapping Forest Ecosystems. 141-153. 2006
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Kangas Annika;Maltamo Matti (ed.) . 2006. Forest Inventory Methodology & Applications. Springer. Mapping Forest Ecosystems. 2006
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Yu Xiaowei;Hyyppä Juha;Kaartinen Harri;Hyyppä Hannu;Maltamo Matti & Rönnholm Petri. 2005. Measuring the growth of individual trees using multitemporal airborne laser scanning point clouds: Vosselman;G. & Brenner;C., Proceedings of the ISPRS Workshop Laser scanning 2005. Enschede, the Netherlands, September 12-14, 2005. 204-208. 2005
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Suvanto Aki;Maltamo Matti;Packalén Petteri & Kangas Jyrki. 2005. Kuviokohtaisten puustotunnusten ennustaminen laserkeilauksella. Metsätieteen aikakauskirja 4/2005: 413-428. 2005
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Pitkänen Juho;Maltamo Matti;Hyyppä Juha & Yu Xiaowei. 2005. Computing canopy surface models from airborne laser scanner data for individual tree detection, SilviScan Lidar Applications in Forest Inventory Assessment and Inventory. Virginia Tech, Blacksburg, Virginia (USA). September 29 to October 1, 2005. Agenda and Abstracts. 22. 2005
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Packalén Petteri;Maltamo Matti;Malinen Jukka;Suvanto Aki &Kangas Jyrki. 2005. Using laser scanning and aerial photography to estimate plot volume, SilviScan Lidar Applications in Forest Inventory Assessment and Inventory. Virginia Tech, Blacksburg, Virginia (USA). September 29 to October 1, 2005. 5-6. 2005
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Maltamo Matti;Packalén Petteri;Yu Xiaowei;Eerikäinen Kalle;Hyyppä. Juha & Pitkänen Juho. 2005. Identifying and quantifying structural characteristics of heterogeneous boreal forests using laser scanner data. Forest Ecology and Management 216: 41-50. 2005
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Maltamo Matti. 2005. The analysis of forest structure using laser scanner data: Hobbelstad Kåre, Forest Inventory and Planning in Nordic Countries. Proceedings of SNS Meeting at Sjusjøen, Norway. September 6-8, 2004. 91-102. 2005
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Malinen Jukka;Maltamo Matti & Verkasalo Erkki. 2005. Wood Properties of Mature Norway spruce on Drained Peatlands Compared to Mineral Forest Lands in Southern Finland Baltic Forestry 11: 21-37. 2005
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Hyyppä Juha;Mielonen Teemu;Hyyppä Hannu;Maltamo Matti;Yu Xiaowei;Honkavaara Eija & Kaartinen Harri. 2005. Using individual tree crown approach for forest volume extraction with aerial images and laser point clouds: Vosselman G. & Brenner C, Proceedings of the ISPRS Workshop Laser scanning 2005. Enschede, the Netherlands, September 12-14, 2005. 144-149. 2005
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Maltamo Matti;Anttila Perttu;Eerikäinen Kalle;Malinen Jukka;Packalén Petteri & Pitkänen Juho. 2005. Team report from University of Joensuu, Faculty of Forestry, Forest Mensuration and Planning 2001-2004: Hobbelstad Kåre, Forest Inventory and Planning in Nordic Countries. Proceedings of SNS Meeting at Sjusjøen, Norway. September 6-8, 2004. 5-27. 2005
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Maltamo Matti;Mustonen Kari;Hyyppä Juha;Pitkänen Juho;Yu Xiaowei. 2004. The accuracy of estimating individual tree variables with airborne laser scanning in a boreal nature reserve. Canadian Journal of Forest Research 34: 1791-1801. 2004
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Yu Xiaowei;Hyyppä Juha;Kaartinen Harri;Maltamo Matti. 2004. Automatic detection of harvested trees and determination of forest growth using airborne laser scanning. Remote Sensing of Environment 90: 451-462. 2004
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Yu Xiaowei;Hyyppä Juha;Hyyppä Hannu;Maltamo Matti. 2004. Effects of flight altitude on tree height estimation using airborne laser scanning International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 36: 96-101. 2004
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Verkasalo Erkki;Sairanen Pentti;Kilpeläinen Harri;Maltamo Matti. 2004. Modelling the end-use based value of Norway spruce trees and logs by using predictors of stand and tree levels: Nepveu Gerard, Fourth Workshop «Connection between Forest Resources and Wood Quality: Modelling Approaches and Simulation Software» Harrison Hot Springs, British Columbia, Canada September 8-15, 2002. IUFRO WP S5.01-04. Proceedings. 474-488. 2004
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Pitkänen Juho;Maltamo Matti;Hyyppä Juha;Yu Xiaowei. 2004. Adaptive methods for individual tree detection on airborne laser based canopy height model. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 36: 187-191. 2004
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Næsset Erik;Brandtberg Tomas;Gobakken Terje;Holmgren Johan;Hyyppä Juha;Hyyppä Hannu;Maltamo Matti;Nilsson Mats;Olsson Håkan;Persson Åsa;Söderman Ulf. 2004. Laser scanning of forest resources: the Scandinavian experience. Scandinavian Journal of Forest Research 19: 482-499. 2004
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Maltamo Matti;Packalén Petteri;Yu Xiaowei;Eerikäinen Kalle;Hyyppä Juha;Pitkänen Juho. 2004. Identifying and quantifying heterogeneous boreal forest structures using laser scanner data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 36: 153-156. 2004
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Maltamo Matti;Eerikäinen Kalle;Pitkänen Juho;Hyyppä Juha;Vehmas Mikko. 2004. Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functions Remote Sensing of Environment 90: 319-330. 2004
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Kangas Annika;Päivinen Risto;Holopainen Markus & Maltamo Matti (ed.) . 2004. Metsän mittaus ja kartoitus. Joensuun yliopisto, Metsätieteellinen tiedekunta. Silva carelica. 2004
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Kangas Annika;Heikkinen Elina;Maltamo Matti. 2004. Accuracy of partially visually assessed stand characteristics - A case study of Finnish forest inventory by compartments. Canadian Journal of Forest Research 34: 916-930. 2004
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Jukka Malinen;Matti Maltamo;Teijo Palander & Erkki Verkasalo. 2004. Kuusen sisäisen laadun ja arvon ei-parametrinen ennustaminen ja tukkijakaumien samankaltaisuusvertailut puunhankinnan suunnittelun tukena. In: Teijo Palander (ed.) Ryhmäpäätöstuki Puunhankinnassa. Joensuun yliopisto, metsätieteellinen tiedekunta. Tiedonantoja/ Joensuun yliopisto, metsätieteellinen tiedekunta. s. 73-85. 2004
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Hyyppä Juha;Hyyppä Hannu;Litkey Paula;Yu Xiaowei;Haggrén Henrik;Rönnholm Petri;Pyysalo Ulla;Pitkänen Juho;Maltamo Matti. 2004. Algorithms and methods of airborne laser scanning for forest measurements. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 36: 82-89. 2004
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Haara Arto;Korhonen Kari Tapani. 2004. Toimenpide-ehdotusten simulointi laskennallisesti ajantasaistetusta kuvioaineistosta. Metsätieteen aikakauskirja 2/2004: 157-173.. 2004
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Malinen Jukka;Maltamo Matti;Verkasalo Erkki. 2004. Predicting the internal quality and value of Norway spruce trees using non-parametric nearest neighbor methods. In: Gerard Nepveu (ed.) Fourth Workshop «Connection between Forest Resources and Wood Quality: Modelling Approaches and Simulation Software» Harrison Hot Springs, British Columbia, Canada September 8-15, 2002. IUFRO WP S5.01-04. Proceedings. INRA. s. 464-473. 2004
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Maltamo Matti. 2003. Estimating stand characteristics using an approach combining single tree recognition from high resolution remote sensing imagery and theoretical distribution, Abstracts, International Biometric Society, Nordic regional meeting, June 12-14, 2003, Swedish University of Agricultural Sciences, Uppsala, Sweden. 20. 2003
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Yu Xiaowei;Hyyppä Juha;Rönnholm Petri;Kaartinen Harri;Maltamo Matti;Hyyppä Hannu. 2003. Detection of harvested trees and estimation of forest growth using laser scanning. In: Hyyppä Juha;Naesset Erik;Olsson Håkan;Granqvist Pahlen Tina;Reese Heather (ed.) , Proceedings of the workshop Scandlaser scientific workshop on airborne laser scanning of forests. September 3 & 4, 2003 Umeå, Sweden. SLU, Department of Forest Resource Management and Geomatics. Working paper. ss. 114-123. 2003
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Sironen Susanna;Kangas Annika;Maltamo Matti;Kangas Jyrki. 2003. Estimating individual tree growth with non-parametric methods. Canadian Journal of Forest Research 33: 444-449. 2003
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Maltamo Matti;Tokola Timo;Lehikoinen Mikko. 2003. Estimating stand characteristics by combining single tree pattern recognition of digital video imagery and a theoretical diameter distribution model. Forest Science 49 1: 98-109. 2003
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Maltamo Matti;Malinen Jukka;Kangas Annika;Härkönen;Sanna;Pasanen Anna-Mari. 2003. Most similar neighbour based stand variable estimation for use in inventory by compartments in Finland. Forestry: An International Journal of Forest Research 76: 449-464. 2003
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Maltamo Matti;Eerikäinen Kalle;Pitkänen Juho;Hyyppä;Juha;Vehmas Mikko. 2003. Combination of single tree laser scanning and theoretical distribution functions in the estimation of plot volume and number of stems: Hyyppä Juha;Naesset Erik;Olsson Håkan;Granqvist Pahlen Tina;Reese Heather, Proceedings of the workshop Scandlaser scientific workshop on airborne laser scanning of forests. September 3 & 4, 2003 Umeå, Sweden. SLU, Department of Forest Resource Management and Geomatics. Working paper. 197-210. 2003
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Maltamo Matti & Pitkänen Juho. 2003. Laserkeilauksen metsätaloudelliset sovellusmahdollisuudet: Jokela Jorma, Pikseleitä ja pistepilviä - kuvauksen uudet ulottuvuudet. Maanmittaustieteiden päivät 20.-21.11.2003, TKK, Espoo.. Maanmittaustieteiden Seuran julkaisu. 72-79. 2003
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Malinen Jukka;Maltamo Matti;Verkasalo Erkki. 2003. Predicting the internal quality and value of Norway spruce trees. Forest Products Journal 53 4: 85-94. 2003
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Malinen Jukka;Maltamo Matti;Verkasalo Erkki. 2003. Predicting the internal quality and value of Norway spruce trees by using two non-parametric nearest neighbor methods. In (ed.) . s. 341. 2003
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Kinnunen Jari;Maltamo Matti;Pussinen Ari. 2003. The accuracy of forest inventory data in the Novgorod region in Russia: Niskanen Anssi;Filioushkina G;Saramäki Kaija, Economic accessibility of forest resources in north-West Russia. EFI Proceedings. 53-62. 2003
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Kangas Annika;Maltamo Matti. 2003. Calibrating predicted diameter distribution with additional information -in growth and yield predictions. Canadian Journal of Forest Research 33: 430-434. 2003
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Hyyppä Juha;Hyyppä Hannu;Maltamo Matti;Yu Xiaowei;Ahokas Eero;Pyysalo Ulla. 2003. Laser scanning of forest resources some of the Finnish experience: Hyyppä Juha;Naesset Erik;Olsson Håkan;Granqvist Pahlen Tina;Reese Heather, Proceedings of the workshop Scandlaser scientific workshop on airborne laser scanning of forests. September 3 & 4, 2003 Umeå, Sweden. SLU, Department of Forest Resource Management and Geomatics. Working paper. 52-58. 2003
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Eerikäinen Kalle;Maltamo Matti. 2003. A percentile based basal area diameter distribution model for predicting the stand development of Pinus kesiya plantations in Zambia and Zimbabwe Forest Ecology and Management 172 1: 109-124. 2003
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Maltamo Matti;Haara Arto;Hirvelä Hannu;Kangas Annika;Lempinen Reetta;Malinen Juha;Nalli Aki;Nuutinen Tuula;Siipilehto Jouni. 2002. MELA2002 ja kuvauspuiden muodostamisen vaihtoehdot: Nuutinen Tuula;Kiiskinen Arja, MELA2002 ja käyttöpuun kuvaus. MELA-käyttäjäpäivä 7.5.2002 Joensuu. Metsäntutkimuslaitoksen tiedonantoja. 11-31. 2002
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Verkasalo Erkki;Sairanen Pentti;Yli-Kojola Hannu;Maltamo Matti;Melén Peter. 2002. Kuusen laatu ja arvo sahauksessa: Riekkinen Mika;Verkasalo Erkki, Itä-Suomen puunlaatu ja -käyttö. Tutkimuspäivä Kuopiossa 23.10.2001. Metsäntutkimuslaitoksen tiedonantoja. 87-109. 2002
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Verkasalo Erkki;Maltamo Matti. 2002. Ojitettujen korpien ja kivennäismaiden kuusitukkirunkojen ja puuaineen laatu- ja arvoerot: Saranpää Pekka;Verkasalo Erkki, Kuusen laatu ja arvo. Vuosina 1994-2001 toteutettujen tutkimusten loppuraportti. Metsäntutkimuslaitoksen tiedonantoja. 71-90. 2002
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Sironen Susanna;Kangas Annika;Maltamo Matti;Kangas Jyrki. 2002. Puun kasvun ennustaminen k-lähimmän naapurin menetelmällä ja k-Most Similar Neighbour -menetelmällä. 76-77. 2002
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Puumalainen Janna;Maltamo Matti;Kangas Annika. 2002. Calibrating predicted diameter distribution with additional information for structurally diverse forest stands: von Gadow Klaus;Nagel J;Saborowski J, Continuous Cover Forestry. Assessment, Analysis, Scenarios. Managing Forest Ecosystems 4.Kluwer academic publishers. 368. 2002
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Maltamo Matti;Verkasalo Erkki. 2002. Turvemaiden kuusi sahapuuna: Nurmi Juha;Verkasalo Erkki, Pohjanmaan puunlaatu ja -käyttö. Metsäntutkimuslaitoksen tiedonantoja. 129-148. 2002
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Maltamo Matti;Tokola Timo;Lehikoinen Mikko. 2002. Estimating tree stocks using an approach combining single tree recognition from digital video image and a diameter distribution model: Heikkinen Juha;Korhonen Kari;Siitonen Markku;Strandström Mikael;Tomppo Erkki, Nordic trends in forest inventory, management planning and modelling. Proceedings of SNS Meeting in Solvalla, Finland. April 17-19, 2001. Metsäntutkimuslaitoksen tiedonantoja. 73-79. 2002
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Evaluation of the suitability of the ICP data set for forest biodiversity monitoring. Final Report.. Packalén Petteri;Maltamo Matti. 2002 2002
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Maltamo Matti;Haara Arto;Hirvelä Hannu;Kangas Annika;Lempinen Reetta;Malinen Juha;Nalli Aki;Nuutinen Tuula;Siipilehto Jouni. 2002. Läpimittajakaumamalleihin perustuvat vaihtoehdot kuvauspuiden muodostamiseen puuston keskitunnustietojen avulla. Metsätieteen aikakauskirja 3: 407-423. 2002
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Maltamo Matti;Anttila Perttu;Eerikäinen Kalle;Lehikoinen Mikko;Löfman Satu;Malinen Jukka;Pukkala Timo;Pykäläinen Jouni;Sironen Susanna. 2002. Team report from University of Joensuu, Faculty of Forestry, forest mensuration and planning. In: Heikkinen Juha;Korhonen Kari Tapio;Siitonen Markku;Strandström Mikael;Tomppo Erkki (ed.) Nordic trends in forest inventory, management planning and modelling. Ei Jufo-kustantaja/Not Jufo publisher. Metsäntutkimuslaitoksen tiedonantoja. s. 57-68. 2002
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Maltamo Matti. 2002. Puuston rakennetunnusten analysointi, ennustaminen ja vertailu: Kangas Jyrki;Kokko Ari;Jokimäki Jukka;Store Ron, Tutkimuksia ekologisen informaation liittämisestä metsäsuunnitteluun. Metsäntutkimuslaitoksen tiedonantoja. 45-57. 2002
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Mabvurira Danaza;Maltamo Matti;Kangas Annika. 2002. Predicting and calibrating diameter distributions of Eucalyptus grandis (Hill) Maiden plantations in Zimbabwe. New Forests 23 2: 207-223. 2002
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Kangas Annika;Maltamo Matti. 2002. Puuston puutavaralajien tilavuuksien ennustevirheiden ennakoiminen eri mittausyhdistelmillä ja erityyppisissä metsiköissä. 658-659. 2002
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Kangas Annika;Maltamo Matti. 2002. Anticipating the variance of predicted stand volume and timber assortments with respect to stand characteristics and field measurements. Silva Fennica 36 4: 799-811. 2002
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Kangas Annika;Heikkinen Elina;Maltamo Matti. 2002. Puustotunnusten maastoarvioinnin luotettavuus ja ajanmenekki. Metsätieteen aikakauskirja 3: 425-440. 2002
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Malinen Jukka;Maltamo Matti;Harstela Pertti. 2001. Application of Most Similar Neighbor Inference for Estimating Marked Stand Characteristics Using Harvester and Inventory Generated Stem Databases. International Journal of Forest Engineering 12 2: 33-41. 2001
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Maltamo Matti;Eerikäinen Kalle. 2001. The most similar neighbour reference in the yield prediction of Pinus kesiya stands in Zambia. Silva Fennica 35 4: 437-451. 2001
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Uuttera Janne;Tokola Timo;Maltamo Matti. 2000. Differences in the structure of primary and managed forests in East Kalimantan, Indonesia. Forest Ecology and Management 129: 63-74. 2000
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Maltamo Matti;Eerikäinen Kalle. 2000. Non-parametric growth and yield model for Pinus kesiya in Zambia: Pukkala Timo;eerikäinen Kalle, Establishment and management of tree plantations in Southern and Eastern Africa. Tiedonantoja/ Joensuun yliopisto, metsätieteellinen tiedekunta. 81-99. 2000
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Maltamo Matti;Kangas Annika;Uuttera Janne;Torniainen tatu;Saramäki Jussi. 2000. Comparison of percentile based predicted methods and Weibull distribution in describing diameter distribution of heterogeneous Scots pine stands Forest Ecology and Management 133: 263-274. 2000
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Kangas Annika;Maltamo Matti. 2000. Kasvuennusteiden ongelmana heikot lähtötiedot Metsätalous 3: 25. 2000
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Kärki Timo;Maltamo Matti;Eerikäinen Kalle. 2000. Diameter distribution, stem volume and stem quality models for grey alder (Alnus incana) in eastern Finland. New Forests 20: 65-86. 2000
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Kangas Annika;Maltamo Matti. 2000. Percentile based basal area diameter distribution models for Scots pine, Norway spruce and birch species. Silva Fennica 34: 371-380. 2000
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Kangas Annika;Maltamo Matti. 2000. Calibrating predicted diameter distribution with additional information. Forest Science 46: 390-396. 2000
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Kangas Annika;Maltamo Matti. 2000. Performance of percentile based diameter distribution prediction and weibull method in independent data sets. Silva Fennica 34: 381-398. 2000
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Malinen Juha;Maltamo Matti;Nuutinen Tuula. 1999. Suunnittelun lähtötietojen laskennallinen ajantasaistus - esimerkkinä MELA: Matti Heikinheimo, Metsäsuunnittelun tietohuolto. Metsäntutkimuslaitoksen tiedonantoja. 58-68. 1999
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Maltamo matti;Kangas Annika. 1999. Prosenttiosuusmenetelmä puujoukon ennustamisessa: Nuutinen Tuula;Suokas Aila, MELA99 ja metsätalouden suunnittelu MELA-käyttäjäpäivä ja tutkimusseminaari 11.-12,.1999 Majvik, Kirkkonummi. Metsäntutkimuslaitoksen tiedonantoja. 48-53. 1999
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Maltamo Matti;Mabvurira Danaza. 1999. Prediction of diameter distribution of Eucalyptus grandis in Zimbabwe using varying information: Pukkala Timo and Eerikäinen Kalle, Growth and yield modelling of tree plantations in South and East Africa.University of Joensuu, Faculty of Forestry. Tiedonantoja/ Joensuun yliopisto, metsätieteellinen tiedekunta. 97-111. 1999
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Miina Jari;Maltamo Matti;Eerikäinen Kalle. 1999. Modelling the growth and yield of Pinus kesiya in Chati, Zambia: Pukkala Timo and Eerikäinen Kalle (toim.), Growth and yield modelling of tree plantations in South and East Africa. Tiedonantoja/ Joensuun yliopisto, metsätieteellinen tiedekunta. 167-181. 1999
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Uotila Anneli;Maltamo Matti;Uuttera Janne;Isomäki Antti. 1999. Stand structure in semi-natural and managed mesic and sub-xeric forests in eastern Finland and Russian Karelia, Nordic Symposium on the Ecology of Coarse Woody Debris in Boreal Forests. 31 May -3 June 1999.Kronlund Field Station, Umeå University. 45-46. 1999
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Uotila Anneli;Maltamo Matti;Uuttera Janne;Isomäki Antti. 1999. Stand structure in succession - a comparison betveen managed and semi-natural mesic and sub-xeric forests: Ilkka Hanski, Habitat Loss: Ecological, Evolutionary and Genetic Consequences. Helsinki, 7-12 September 1999.Hakapaino Oy. 145. 1999
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Verkasalo Erkki;Maltamo Matti;Sairanen Pentti;Melen Peter. 1999. Predicting the quality and value of Norway Spruce trees and logs for traditional and end-use oriented sawing, Third workshop " Connection between Silviculture and Wood Quality through Modelling Approaches and Simulation Software". Proceedings. IUFRO WP S5-01-04 Biological Improvement of Wood Properties.. 555-563. 1999
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Maltamo;Matti. 1998. Basal area diameter distribution in estimating the quality and structure growing stock. 1998
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Uuttera;Janne;Maltamo;Matti;Kurki;Sami & Mykrä;Sakari. 1998. Differences in forest structure and landscape patterns between ownership groups in Central Finland. BOREAL ENVIRONMENT RESEARCH 3: 191-200. 1998
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Uuttera;Janne;Haara;Arto;Tokola;Timo & Maltamo;Matti. 1998. Determination of spatial distribution of trees from digital aerial photographs. Forest Ecology and Management 110: 275-282. 1998
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Uuttera;Janne & Maltamo;Matti. 1998. Intensiivisen metsätalouden aiheuttamat muutokset metsien rakenteessa. Metsätieteen aikakauskirja 3/1998: 476-479. 1998
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Maltamo;Matti & Uuttera;Janne. 1998. The angle-count sampling in description of forest stands structure.. Forest and Landscape Research 1: 447-471. 1998
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Maltamo Matti;Puumalainen Janna. 1998. Diameter distribution models in forestry applications: Pukkala;T. & Eerikäinen;K., Modelling the growth of tree plantations and agroforestry systems in South and East Africa. Tiedonantoja/ Joensuun yliopisto, metsätieteellinen tiedekunta. 101-116. 1998
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Maltamo Matti (ed.) . 1998. Basal area diameter distribution in estimating the quality and structure of growing stock. Tiedonantoja/ Joensuun yliopisto, metsätieteellinen tiedekunta. 1998
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Forss Eero;Maltamo Matti;Saramäki Jussi. 1998. Static stand and tree characteristics models for Acacia mangium plantations Journal of Tropical Forest Science 10 3: 318-336. 1998
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Maltamo;M. & Kangas;A.. 1998. Methods based on k-nearest neighbor regression in the estimation of basal area diameter distribution. Canadian Journal of Forest Research 28 8: 1107-1115. 1998
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Rouvinen Seppo;Kangas Annika;Maltamo Matti. 1997. Männikön laatujakauman kuvaaminen oksarajatiedon avulla kuvioittaisessa arvioinnissa. Metsätieteen aikakauskirja 4/1997: 477-492. 1997
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Uuttera;J.; Maltamo;M. & Hotanen;J.-P.. 1997. The structure of forest stands on virgin and managed peatland habitats. Comparative study between North Karelia, Finland and Republic of Karelia, Russian Federation 94: 125-138. 1997
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Uuttera Janne;Maltamo Matti;Hotanen Juha-Pekka. 1997. The structure of forest stands on virgin and managed peatland habitats. Comparative study between North Karelia, Finland and Republic of Karelia, Russian Federation Forest Ecology and Management: 125-138. 1997
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Maltamo;Matti; Uuttera;Janne & Kuusela;Kullervo. 1997. Differences in forest stand structure between forest ownership groups in central Finland. 1997
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Maltamo Matti;Uuttera Janne;Kuusela Kullervo. 1997. The variation of mineral soil forest stand structure by forest ownership groups in five forestry districts in southern Finland. Journal of Environmental Management: 145-167. 1997
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Maltamo Matti. 1997. Comparing basal area diameter distributions estimated by tree species and for the entire growing stock in a mixed stand Silva Fennica: 53-65. 1997
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Haara Arto;Maltamo Matti;Tokola Timo. 1997. The k-nearest-neighbour Method for Estimating Basal-Area Diameter Distribution. Scandinavian Journal of Forest Research 12: 200-208. 1997
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Uuttera Janne;Maltamo Matti;Hotanen Juha-Pekka. 1996. Stand structure of undrained and drained peatland forests in central Finland. In: (ed.) . Suo. ss. 125-135. 1996
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Uuttera Janne;Maltamo Matti;Kuusela Kullervo. 1996. Impact of Forest Management History on the State of Forests in Relation to Natural Forest Succession. Comparative study North Karelia, Finland vs. Republic of Karelia, Russian Federation. Forest Ecology and Management 83: 71-85. 1996
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Maltamo Matti;Puumalainen Janna;Päivinen Risto. 1995. Comparison of Beta and Weibull Functions for Modelling Basal Area Diameter Distribution in Stands of Pinus sylvestris and Picea abies. Scandinavian Journal of Forest Research 10: 284-295. 1995
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Ojansuu Risto;Maltamo Matti. 1995. Sapwood and heartwood taper in Scots pine stems. Canadian Journal of Forest Research 25: 1928-1943. 1995
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Uuttera Janne;Maltamo Matti. 1995. Impact of regeneration method on forest structure prior to first thinning. Comparative study North Karelia, Finland vs. Republic of Carelia. Silva Fennica 29: 267-285. 1995
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Uuttera;Janne & Maltamo;Matti. 1995. Impact of regeneration method on stand structure prior to first thinning. Comparative study North Karelia, Finland vs. Republic of Karelia, Russian Federation. 1995
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Korhonen Kari T.;Maltamo Matti. 1991. The evaluation of forest inventory designs using correlation functions. Silva Fennica 25: 77-83. 1991
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Kilkki Pekka;Maltamo Matti;Mykkänen Reijo;Päivinen Risto. 1989. Use of the Weibull function in estimating the basal-area diameter distribution Silva Fennica 23: 311-318. 1989