 
				Veli-Matti Maltamo
Professor
Remote sensing based research related to forest inventory and growth and yield
School of Forest Sciences, Faculty of Science, Forestry and Technology
[email protected] | +358 50 442 2941
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
Research groups
Publications
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																									Estimating timber assortment reduction and sawlog proportions with the application of harvester measurements and open big geodataVähä-Konka, Ville; Korhonen, Lauri; Kärhä, Kalle; Maltamo, Matti, 2025, Trees, forests and people, 20, 100811. A1 Journal article (refereed), original research
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																									Miten lehtialaindeksitietoa voitaisiin kerätä kansalaistieteen ja pelillistämisen avulla?Zhang, Shaohui; Korhonen, Lauri; Nummenmaa, Timo; Bianchi, Simone; Maltamo, Matti, 2025, Metsätieteen aikakauskirja, 2025, 25001. A1 Journal article (refereed), original research
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																									Prediction and mapping of boreal forest fire fuel loads using high-resolution satellite stereo imageryGopalakrishnan, Ranjith; Korhonen, Lauri; Maltamo, Matti; Adnan, Syed; Packalen, Petteri, 2025, International journal of remote sensing, [Epub ahead of print 6 Oct 2025], 1-23. A1 Journal article (refereed), original research
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																									The transferability and cross-use of airborne laser scanning-based leaf-off and leaf-on biomass modelsMaltamo, M.; Packalen, P.; Laukkanen, L.; Korhonen, L., 2025, European journal of remote sensing, 58, 1, 2542870. A1 Journal article (refereed), original research
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																									Band configurations and seasonality influence the predictions of common boreal tree species using UAS image dataKukkonen, Mikko; Myllymäki, Mari; Räty, Janne; Varvia, Petri; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2024, Annals of forest science, 81, 1, 31. A1 Journal article (refereed), original research
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																									Comparison of Semi-physical and Empirical Models in the Estimation of Boreal Forest Leaf Area Index and Clumping with Airborne Laser Scanning DataZhang, Shaohui; Korhonen, Lauri; Lang, Mait; Pisek, Jan; Díaz, Gastón M.; Korpela, Ilkka; Xia, Zhongyu; Haapala, Hanna; Maltamo, Matti, 2024, IEEE transactions on geoscience and remote sensing, 62, 5701212. A1 Journal article (refereed), original research
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																									Detection of snow disturbances in boreal forests using unitemporal airborne lidar data and aerial imagesRäty, Janne; Kukkonen, Mikko; Melin, Markus; Maltamo, Matti; Packalen, Petteri, 2024, Forestry, 2025; 98, 4, 522-534. A1 Journal article (refereed), original research
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																									Drooni-aineistoon perustuva yksinpuintulkinta: kuinka hyödyntää kuviokohtaisia läpimittamittauksia kalibroinnissa?Jääskeläinen, Johanna; Korhonen, Lauri; Kukkonen, Mikko; Packalen, Petteri; Maltamo, Matti, 2024, Metsätieteen aikakauskirja, 2024, 24011. B1 Non-refereed journal articles
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																									Effects of model-overfit on model-assisted forest inventory in boreal forests with remote sensing dataCosenza, Diogo N; Saarela, Svetlana; Strunk, Jacob; Korhonen, Lauri; Maltamo, Matti; Packalen, Petteri, 2024, Forestry, 2025; 98, 4, 507-521. A1 Journal article (refereed), original research
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																									Estimating the accuracy of smartphone app-based removal estimates against actual wood-harvesting data from clear cuttingsVähä-Konka, Ville; Korhonen, Lauri; Kärhä, Kalle; Maltamo, Matti, 2024, Iforest-biogeosciences and forestry, 17, 3, 140-147. A1 Journal article (refereed), original research
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																									Estimation of boreal forest biomass from ICESat-2 data using hierarchical hybrid inferenceVarvia, Petri; Saarela, Svetlana; Maltamo, Matti; Packalen, Petteri; Gobakken, Terje; Næsset, Erik; Ståhl, Göran; Korhonen, Lauri, 2024, Remote sensing of environment, 311, 114249. A1 Journal article (refereed), original research
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																									How to implement the data collection of leaf area index by means of citizen science and forest gamification?Zhang, Shaohui; Korhonen, Lauri; Nummenmaa, Timo; Bianchi, Simone; Maltamo, Matti, 2024, Silva fennica, 58, 5, 24044. A1 Journal article (refereed), original research
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																									Improving airborne laser scanning-based species-specific forest volume estimation using sentinel-2 time seriesMäkinen, Katri; Korhonen, Lauri; Maltamo, Matti, 2024, European journal of remote sensing, 57, 1, 2422315. A1 Journal article (refereed), original research
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																									Individual tree inventory based on uncrewed aerial vehicle data: how to utilise stand-wise field measurements of diameter for calibration?Jääskeläinen, Johanna; Korhonen, Lauri; Kukkonen, Mikko; Packalen, Petteri; Maltamo, Matti, 2024, Silva fennica, 58, 3, 23042. A1 Journal article (refereed), original research
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																									Kaukokartoitus ja metsäkoneiden sensorit metsien monimuotoisuusindikaattorien seurannassaKorhonen, Lauri; Kärhä, Kalle; Maltamo, Matti; Malinen, Jukka; Hyyppä, Juha; Kaartinen, Harri; Toivonen, Janne; Packalen, Petteri; Koivula, Matti, 2024, Metsätieteen aikakauskirja, 2024, 23010. A2 Review article, Literature review, Systematic review
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																									Mapping large European aspen (Populus tremula L.) in Finland using airborne lidar and image dataToivonen, Janne; Kangas, Annika; Maltamo, Matti; Kukkonen, Mikko; Packalen, Petteri, 2024, Canadian journal of forest research-revue canadienne de recherche forestiere, 54, 7, 762-773. A1 Journal article (refereed), original research
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																									Nationwide estimation of boreal forest above-ground biomass using ICESat-2 dataKorhonen, Lauri; Saarela, Svetlana; Maltamo, Matti; Packalen, Petteri; Popescu, Sorin; Varvia, Petri, 2024. Abstract
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																									Assessing biodiversity using forest structure indicators based on airborne laser scanning dataToivonen, Janne; Kangas, Annika; Maltamo, Matti; Kukkonen, Mikko; Packalen, Petteri, 2023, Forest ecology and management, 546, 121376. A2 Review article, Literature review, Systematic review
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																									Can models for forest attributes based on airborne laser scanning be generalized for different silvicultural management systems?Maltamo, M; Peltola, P; Packalen, P; Hardenbol, A; Räty, J; Saksa, T; Eerikäinen, K; Korhonen, L, 2023, Forest ecology and management, 546, 121312. A1 Journal article (refereed), original research
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																									Evaluation of a forest radiative transfer model using an extensive boreal forest inventory databaseGopalakrishnan, Ranjith; Korhonen, Lauri; Mõttus, Matti; Rautiainen, Miina; Hovi, Aarne; Mehtätalo, Lauri; Maltamo, Matti; Peltola, Heli; Packalen, Petteri, 2023, Science of remote sensing, 8, 100098. A1 Journal article (refereed), original research
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																									Circular or square plots in ALS-based forest inventories-does it matter?Packalen, Petteri; Strunk, Jacob; Maltamo, Matti; Myllymaki, Mari, 2022, Forestry, 96, 1, 49–61. A1 Journal article (refereed), original research
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																									Detection of standing retention trees in boreal forests with airborne laser scanning point clouds and multispectral imageryHardenbol, Alwin A; Korhonen, Lauri; Kukkonen, Mikko; Maltamo, Matti, 2022, Methods in ecology and evolution, [Published online: 18 October 2022], 1-13. A1 Journal article (refereed), original research
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																									Effects of numbers of observations and predictors for various model types on the performance of forest inventory with airborne laser scanningCosenza, Diogo N; Packalen, Petteri; Maltamo, Matti; Varvia, Petri; Räty, Janne; Soares, Paula; Tomé, Margarida; Strunk, Jacob L; Korhonen, Lauri, 2022, Canadian journal of forest research-revue canadienne de recherche forestiere, 52, 3, 385-395. A1 Journal article (refereed), original research
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																									Estimation of forest stand characteristics using individual tree detection, stochastic geometry and a sequential spatial point process modelMehtätalo, Lauri; Yazigi, Adil; Kansanen, Kasper; Packalen, Petteri; Lähivaara, Timo; Maltamo, Matti; Myllymäki, Mari; Penttinen, Antti, 2022, International journal of applied earth observation and geoinformation, 112, 102920. A1 Journal article (refereed), original research
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																									Estimation of periodic annual increment of tree ring widths by airborne laser scanningMaltamo, Matti; Vartiainen, Petteri; Packalen, Petteri; Korhonen, Lauri, 2022, Canadian journal of forest research-revue canadienne de recherche forestiere, 52, 4, 644-651. A1 Journal article (refereed), original research
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																									Evaluation of UAS LiDAR data for tree segmentation and diameter estimation in boreal forests using trunk- and crown-based methodsKukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2022, Canadian journal of forest research-revue canadienne de recherche forestiere, 52, 5, 674-684. A1 Journal article (refereed), original research
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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?Varvia, P.; Korhonen, L.; Bruguière, A.; Toivonen, J.; Packalen, P.; Maltamo, M.; Saarela, S.; Popescu, S.C., 2022, Remote sensing of environment, 280, 113174. A1 Journal article (refereed), original research
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																									Optimal plot size, sample size, and point density selection for airborne laser scanning assisted basal area larger than mean (BALM) estimationSyed, ADNAN; Rubén, Valbuena; Tuomo, Kauranne; Ranjith, Gopalakrishnan; Matti, Maltamo, 2022. Poster
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																									Optimizing the airborne laser scanning estimation of basal area larger than mean (BALM): An indicator of cohort balance in forestsAdnan, Syed; Valbuena, Rubén; Kauranne, Tuomo; Gopalakrishnan, Ranjith; Maltamo, Matti, 2022, Ecological indicators, 142, 109162. A1 Journal article (refereed), original research
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																									Refining and evaluating a Horvitz–Thompson-like stand density estimator in individual tree detection based on airborne laser scanningKansanen, Kasper; Packalen, Petteri; Lähivaara, Timo; Seppänen, Aku; Vauhkonen, Jari; Maltamo, Matti; Mehtätalo, Lauri, 2022, Canadian journal of forest research-revue canadienne de recherche forestiere, 52, 4, 527-538. A1 Journal article (refereed), original research
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																									A Comparison of Linear-Mode and Single-Photon Airborne LiDAR in Species-Specific Forest InventoriesRäty, Janne; Varvia, Petri; Korhonen, Lauri; Savolainen, Pekka; Maltamo, Matti; Packalen, Petteri, 2021, IEEE transactions on geoscience and remote sensing, 2022; 60, 1-14. A1 Journal article (refereed), original research
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																									Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal ForestsKuzmin, Anton; Korhonen, Lauri; Kivinen, Sonja; Hurskainen, Pekka; Korpelainen, Pasi; Tanhuanpää, Topi; Maltamo, Matti; Vihervaara, Petteri; Kumpula, Timo, 2021, Remote sensing, 13, 9, 1723. A1 Journal article (refereed), original research
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																									Detection of aspen in conifer-dominated boreal forests with seasonal multispectral drone image point cloudsHardenbol, AA; Kuzmin, A; Korhonen, L; Korpelainen, P; Kumpula, T; Maltamo, M; Kouki, J, 2021, Silva fennica, 55, 4, 10515. A1 Journal article (refereed), original research
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																									Determining maximum entropy in 3D remote sensing height distributions and using it to improve aboveground biomass modelling via stratificationAdnan, Syed; Maltamo, Matti; Mehtätalo, Lauri; Ammaturo, Rhei NL; Packalen, Petteri; Valbuena, Rubén, 2021, Remote sensing of environment, 260, 112464. A1 Journal article (refereed), original research
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																									From comprehensive field inventories to remotely sensed wall-to-wall stand attribute data - a brief history of management inventories in the Nordic countriesMaltamo, M; Packalen, P; Kangas, A, 2021, Canadian journal of forest research-revue canadienne de recherche forestiere, 51, 2, 257-266. A2 Review article, Literature review, Systematic review
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																									Fusion of crown and trunk detections from airborne UAS based laser scanning for small area forest inventoriesKukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2021, International journal of applied earth observation and geoinformation, 100, 102327. A1 Journal article (refereed), original research
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																									Haapojen tunnistaminen havupuuvaltaisessa vanhassa metsässä eri vuodenaikojen droonikuva-aineistoistaHardenbol, Alwin A; Kuzmin, Anton; Korhonen, Lauri; Korpelainen, Pasi; Kumpula, Timo; Maltamo, Matti; Kouki, Jari, 2021, Metsätieteen aikakauskirja, 2021, 10651. B1 Non-refereed journal articles
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																									In-situ calibration of stand level merchantable and sawlog volumes using cut-to-length harvester measurements and airborne laser scanning dataKarjalainen, Tomi; Mehtätalo, Lauri; Packalen, Petteri; Malinen, Jukka; Næsset, Erik; Gobakken, Terje; Maltamo, Matti, 2021, Forestry, 2022; 95, 1, 105-117. A1 Journal article (refereed), original research
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																									Modeling Forest Tree Data Using Sequential Spatial Point ProcessesYazigi, Adil; Penttinen, Antti; Ylitalo, Anna-Kaisa; Maltamo, Matti; Packalen, Petteri; Mehtätalo, Lauri, 2021, Journal of agricultural, biological, and environmental statistics, 2022; 27, 1, 88-108. A1 Journal article (refereed), original research
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																									Predicting bilberry and cowberry yields using airborne laser scanning and other auxiliary data combined with National Forest Inventory field plot dataBohlin, Inka; Maltamo, Matti; Hedenås, Henrik; Lämås, Tomas; Dahlgren, Jonas; Mehtätalo, Lauri, 2021, Forest ecology and management, 502, 119737. A1 Journal article (refereed), original research
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																									Prediction error aggregation behaviour for remote sensing augmented forest inventory approachesKotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Strunk, Jacob L; Packalen, Petteri, 2021, Forestry, 94, 4, 576-587. A1 Journal article (refereed), original research
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																									Transferability of ALS-based forest attribute models when predicting with drone-based image point cloud dataToivonen, Janne; Korhonen, Lauri; Kukkonen, Mikko; Kotivuori, Eetu; Maltamo, Matti; Packalen, Petteri, 2021, International journal of applied earth observation and geoinformation, 103, 102484. A1 Journal article (refereed), original research
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																									Volumes by tree species can be predicted using photogrammetric UAS data, Sentinel-2 images and prior field measurements.Kukkonen, Mikko; Kotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2021, Silva fennica, 55, 1, 10360. A1 Journal article (refereed), original research
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																									Comparison of linear regression, k-nearest neighbor, and random forest methods in airborne laser scanning-based prediction of growing stockCosenza, Diogo N; Korhonen, Lauri; Maltamo, Matti; Packalen, Petteri; Strunk, Jacob L; Næsset, Erik; Gobakken, Terje; Soares, Paula; Tomé, Margarida, 2020, Forestry, 2021; 94, 2, 311-323. A1 Journal article (refereed), original research
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																									Evaluating the accuracy of ALS-based removal estimates against actual logging dataVähä-Konka, Ville; Maltamo, Matti; Pukkala, Timo; Kärhä, Kalle, 2020, Annals of forest science, 77, 84. A1 Journal article (refereed), original research
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																									Field calibration of merchantable and sawlog volumes in forest inventories based on airborne laser scanningKarjalainen, Tomi ; Mehtätalo, Lauri ; Packalen, Petteri ; Gobakken, Terje ; Næsset, Erik ; Maltamo, Matti, 2020, Canadian journal of forest research-revue canadienne de recherche forestiere, 50, 12, 1352-1364. A1 Journal article (refereed), original research
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																									Forest inventories for small areas using drone imagery without in-situ field measurementsKotivuori, Eetu; Kukkonen, Mikko; Mehtätalo, Lauri; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2020, Remote sensing of environment, 237, 111404. A1 Journal article (refereed), original research
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																									Horvitz-Thompson-like estimation with distance-based detection probabilities for circular plot sampling of forestsKansanen, Kasper; Packalen, Petteri; Maltamo, Matti; Mehtätalo, Lauri, 2020, Biometrics, 2021; 77, 2, 715-728. A1 Journal article (refereed), original research
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																									Predicting stand age in managed forests using National Forest Inventory field data and airborne laser scanningMaltamo, Matti; Kinnunen, Hermanni; Kangas, Annika; Korhonen, Lauri, 2020, Forest ecosystems, 7, 1, 44. A1 Journal article (refereed), original research
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																									Prediction of forest canopy fuel parameters in managed boreal forests using multispectral and unispectral airborne laser scanning data and aerial imagesMaltamo, M; Räty, J; Korhonen, L; Kotivuori, E; Kukkonen, M; Peltola, H; Kangas, J; Packalen, P, 2020, European journal of remote sensing, 53, 1, 245-257. A1 Journal article (refereed), original research
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																									Standardizing Ecosystem Morphological Traits from 3D Information SourcesValbuena, 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, Trends in ecology and evolution, 35, 8, 656-667. A2 Review article, Literature review, Systematic review
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																									A Simple Approach of Groundwater Quality Analysis, Classification, and Mapping in Peshawar, PakistanAdnan, Syed; Iqbal, Javed; Maltamo, Matti; Bacha, Muhammad Suleman; Shahab, Asfandyar; Valbuena, Ruben, 2019, Environments, 6, 12, 123. A1 Journal article (refereed), original research
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																									Comparison of multispectral airborne laser scanning and stereo matching of aerial images as a single sensor solution to forest inventories by tree speciesKukkonen, Mikko; Maltamo; Matti; Korhonen, Lauri; Packalen, Petteri, 2019, Remote sensing of environment, 231, 111208. A1 Journal article (refereed), original research
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																									Estimating forest stand density and structure using Bayesian individual tree detection, stochastic geometry, and distribution matchingKansanen, Kasper; Vauhkonen, Jari; Lähivaara, Timo; Seppänen, Aku; Maltamo, Matti; Mehtätalo, Lauri, 2019, Isprs journal of photogrammetry and remote sensing, 152, 66-78. A1 Journal article (refereed), original research
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																									Estimating stand level stem diameter distribution utilizing harvester data and airborne laser scanningMaltamo, Matti; Hauglin, Marius; Naesset, Erik; Gobakken, Terje, 2019, Silva fennica, 53, 3, 10075. A1 Journal article (refereed), original research
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																									Estimation of forest biomass components using airborne LiDAR and multispectral sensorsHernando, Ana; Puerto, Luis; Mola-Yudego, Blas; Antonio Manzanera, Jose; Garcia-Abril, Antonio; Maltamo, Matti; Valbuena, Ruben, 2019, Iforest-biogeosciences and forestry, 12, April 2019, 207-213. A1 Journal article (refereed), original research
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																									Fusing diameter distributions predicted by an area-based approach and individual-tree detection in coniferous-dominated forestsRäty, Janne; Packalen, Petteri; Kotivuori, Eetu; Maltamo, Matti, 2019, Canadian journal of forest research-revue canadienne de recherche forestiere, 2020; 50, 113-125. A1 Journal article (refereed), original research
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																									Laserkeilauspohjaisten puutason sekamallien soveltaminen ja kalibrointi inventointialueiden välilläKorhonen, L; Repola, J; Karjalainen, T; Packalen, P; Maltamo, M, 2019, Metsätieteen aikakauskirja, 2019, 1-2. B1 Non-refereed journal articles
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																									Leimikon läpimittajakauman kuvaaminen hakkuukone- ja laserkeilausaineistojen avullaMaltamo, Matti, 2019, Metsätieteen aikakauskirja, 2019, 1-3. B1 Non-refereed journal articles
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																									Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species CompositionKukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2019, IEEE transactions on geoscience and remote sensing, 57, 6, 3462-3471. A1 Journal article (refereed), original research
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																									Nearest neighbor imputation of logwood volumes using bi-temporal ALS, multispectral ALS and aerial imagesRäty, Janne; Packalen, Petteri; Maltamo, Matti, 2019, Scandinavian journal of forest research, 34, 6, 469-483. A1 Journal article (refereed), original research
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																									Predicting factual sawlog volumes in Scots pine dominated forests using airborne laser scanning dataKarjalainen, Tomi; Packalen Petteri; Räty Janne; Maltamo Matti, 2019, Silva fennica, 53, 4, 1-17. A1 Journal article (refereed), original research
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																									Predicting tree diameter using allometry described by non-parametric locally-estimated copulas from tree dimensions derived from airborne laser scanningXu, Qing; Li, Bo; Maltamo, Matti; Tokola, Timo; Hou, Zhengyang, 2019, Forest ecology and management, 434, 205-212. A1 Journal article (refereed), original research
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																									Puuston laatutunnusten mittaus ja mallinnusPyörälä, Jiri; Räsänen, Tapio; Hämäläinen, Jarmo; Maltamo, Matti; Karjalainen, Tomi; Peuhkurinen, Jussi; Repola, Jaakko; Mäkinen, Harri; Hyyppä, Juha; Holopainen, Markus, 2019, Metsätieteen aikakauskirja, 2019, 10253. B1 Non-refereed journal articles
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																									Resolution dependence in an area-based approach to forest inventory with airborne laser scanningPackalen, Petteri; Strunk, Jacob; Packalen, Tuula; Maltamo, Matti; Mehtätalo, Lauri, 2019, Remote sensing of environment, 224, 192-201. A1 Journal article (refereed), original research
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																									Silva Fennica in 2019Maltamo, Matti, 2019, Silva fennica, 53, 1, 1-2. B1 Non-refereed journal articles
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																									The transferability of airborne laser scanning based tree-level models between different inventory areasKarjalainen, Tomi; Korhonen, Lauri; Packalen, Petteri; Maltamo, Matti, 2019, Canadian journal of forest research-revue canadienne de recherche forestiere, 49, 3, 228-236. A1 Journal article (refereed), original research
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																									Transferability and calibration of airborne laser scanning based mixed-effects models to estimate the attributes of sawlog-sized Scots pinesKorhonen, L; Repola, J; Karjalainen, T; Packalen, P; Maltamo, M, 2019, Silva fennica, 53, 3, 10179. A1 Journal article (refereed), original research
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																									A simple approach to forest structure classification using airborne laser scanning that can be adopted across bioregionsAdnan, Syed; Maltamo, Matti; Coomes, David A; García-Abril, Antonio; Malhi, Yadvinder; Manzanera, José Antonio; Butt, Nathalie; Morecroft, Mike; Valbuena, Rubén, 2018, Forest ecology and management, 2019; 433, 111-121. A1 Journal article (refereed), original research
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																									Calibration of nationwide airborne laser scanning based stem volume modelsKotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri, 2018, Remote Sensing of Environment, 210, 179-192. A1 Journal article (refereed), original research
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																									Comparing nearest neighbor configurations in the prediction of species-specific diameter distributionsRäty, Janne; Packalen, Petteri; Maltamo, Matti, 2018, Annals of forest science, 75, 1, 26. A1 Journal article (refereed), original research
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																									GIS-based DRASTIC model for groundwater vulnerability and pollution risk assessment in the Peshawar District, PakistanAdnan, Syed; Iqbal, Javed; Maltamo, Matti; Valbuena, Ruben, 2018, Arabian journal of geosciences, 11, 458. A1 Journal article (refereed), original research
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																									Gaussian Process Regression for Forest Attribute Estimation From Airborne Laser Scanning DataVarvia, Petri; Lähivaara, Timo; Maltamo, Matti; Packalen, Petteri; Seppanen, Aku, 2018, IEEE transactions on geoscience and remote sensing, 2019; 57, 6, 3361-3369. A1 Journal article (refereed), original research
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																									How much can airborne laser scanning based forest inventory by tree species benefit from auxiliary optical data?Kukkonen, Mikael; Korhonen, Lauri; Maltamo, Matti; Suvanto, Aki; Packalen, Petteri, 2018, International journal of applied earth observation and geoinformation, 72, 91-98. A1 Journal article (refereed), original research
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																									Incorporating tree- and stand-level information on crown base height into multivariate forest management inventories based on airborne laser scanningMaltamo, Matti; Karjalainen, Tomi; Repola, Jaakko; Vauhkonen, Jari, 2018, Silva fennica, 52, 3, 10006. A1 Journal article (refereed), original research
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																									Läpimittajakautumat eilen - tänäänMaltamo, Matti; Mehtätalo, Lauri, 2018, 51-59. E1 Popularised article, newspaper article
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																									Remote sensing and forest inventories in Nordic countries - roadmap for the futureKangas, Annika; Astrup, Rasmus; Breidenbach, Johannes; Fridman, Jonas; Gobakken, Terje; Korhonen, Kari T; Maltamo, Matti; Nilsson, Mats; Nord-Larsen, Thomas; Næsset, Erik; Olsson, Håkan, 2018, Scandinavian journal of forest research, 33, 4, 397-412. A2 Review article, Literature review, Systematic review
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																									Vaihtoehtoja latvusrajatiedon liittämiseksi laserkeilausinventointiinMaltamo Matti; Karjalainen Tomi; Repola Jaakko; Vauhkonen Jari, 2018, Metsätieteen aikakauskirja, 2018, 10033. B1 Non-refereed journal articles
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																									Airborne laser scanning for tree diameter distribution modelling: a comparison of different modelling alternatives in a tropical single-species plantationMaltamo M, Mehtätalo L, Valbuena R, Vauhkonen J, Packalen P, 2017, Forestry, 2018; 91, 1, 121-131. A1 Journal article (refereed), original research
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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 inequalityAdnan, Syed; Maltamo, Matti; Coomes, David A; Valbuena, Ruben, 2017, Canadian journal of forest research-revue canadienne de recherche forestiere, 47, 12, 1590-1602. A1 Journal article (refereed), original research
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																									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 environmentKukkonen M, Maltamo M, Packalen P, 2017, International journal of applied earth observation and geoinformation, 60, August, 11-21. A1 Journal article (refereed), original research
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																									Key structural features of Boreal forests may be detected directly using L-moments from airborne lidar dataValbuena Rubén, Maltamo Matti, Mehtätalo Lauri, Packalen Petteri, 2017, Remote Sensing of Environment, 194, 437-446. A1 Journal article (refereed), original research
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																									Automatic segment-level tree species recognition using high resolution aerial winter imageryKuzmin Anton, Korhonen Lauri, Manninen Terhikki, Maltamo Matti, 2016, European journal of remote sensing, 49, 239-259. A1 Journal article (refereed), original research
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																									Classification of forest development stages from national low-density lidar datasets: a comparison of machine learning methodsValbuena R, Maltamo M, Packalen P, 2016, Revista de teledetección, 45, Special issue, 15-25. A1 Journal article (refereed), original research
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																									Classification of multilayered forest development classes from low-density national airborne lidar datasetsValbuena Rubén, Maltamo Matti, Packalen Petteri, 2016, Forestry, 89, 4, 392-401. A1 Journal article (refereed), original research
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																									Effect of flying altitude, scanning angle and scanning mode on the accuracy of ALS based forest inventoryKeränen Juha, Maltamo Matti, Packalen Petteri, 2016, International journal of applied earth observation and geoinformation, 52, 349-360. A1 Journal article (refereed), original research
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																									Large-scale prediction of aboveground biomass in heterogeneous mountain forests by means of airborne laser scanningMaltamo M, Bollandsås OM, Gobakken T, Næsset E, 2016, Canadian journal of forest research-revue canadienne de recherche forestiere, 46, 9, 1138-1144. A1 Journal article (refereed), original research
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																									On the potential to predetermine dominant tree species based on sparse-density airborne laser scanning data for improving subsequent predictions of species-specific timber volumesRäty Janne, Vauhkonen Jari, Maltamo Matti, Tokola Timo, 2016, Forest ecosystems, 3, 1, 1-17. A1 Journal article (refereed), original research
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																									Simple approach to improving the extraction of canopy metrics from airborne laser scanning data for tropical forestsHou Zhengyang, Maltamo Matti, Tokola Timo, 2016, Journal of applied remote sensing, 10, 1, 16019. A1 Journal article (refereed), original research
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																									Species-specific combination and calibration between area-based and tree-based diameter distributions using airborne laser scanningHou Zhengyang, Xu Qing, Vauhkonen Jari, Maltamo Matti, Tokola Timo, 2016, Canadian journal of forest research-revue canadienne de recherche forestiere, 46, 6, 753-765. A1 Journal article (refereed), original research
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																									Uncertainty Quantification in ALS-Based Species-Specific Growing Stock Volume EstimationVarvia Petri, Lähivaara Timo, Maltamo Matti, Packalen Petteri, Tokola Timo, Seppänen Aku, 2016, IEEE transactions on geoscience and remote sensing, 2017; 55, 3, 1671-1681. A1 Journal article (refereed), original research
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																									Classification of forest land attributes using multi-source remotely sensed dataPippuri Inka, Suvanto Aki, Maltamo Matti, Korhonen Kari T, Pitkänen Juho, Packalen Petteri, 2015, International journal of applied earth observation and geoinformation, 2016; 44, 11-22. A1 Journal article (refereed), original research
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																									Edge-Tree Correction for Predicting Forest Inventory Attributes Using Area-Based Approach With Airborne Laser ScanningPackalen Petteri, Strunk Jacob L, Pitkänen Juho A, Temesgen Hailemariam, Maltamo Matti, 2015, IEEE journal of selected topics in applied earth observations and remote sensing, 8, 3, 1274-1280. A1 Journal article (refereed), original research
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																									Effect of minimum diameter at breast hight and standing dead wood field measurements on the accuracy of ALS-based forest inventoryKeränen Juha, Peuhkurinen Jussi, Packalen Petteri, Maltamo Matti, 2015, Canadian journal of forest research-revue canadienne de recherche forestiere, 45, 10, 1280-1288. A1 Journal article (refereed), original research
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																									Gini coefficient predictions from airborne lidar remote sensing display the effect of management intensity on forest structureValbuena Ruben, Eerikäinen Kalle, Packalen Petteri, Maltamo Matti, 2015, Ecological indicators, 60 (2016), 574-585. A1 Journal article (refereed), original research
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																									Impact of plot size and spatial pattern of forest attributes on sampling efficacyHou Zhengyang, Xu Qing, Hartikainen Sauli, Anttila Perttu, Packalen Tuula, Maltamo Matti, Tokola Timo, 2015, Forest science, 61, 5, 847-860. A1 Journal article (refereed), original research
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																									Inventory of aspen trees in spruce dominated stands in conservation areaMaltamo Matti, Pesonen Annukka, Korhonen Lauri, Kouki Jari, Vehmas Mikko, Eerikäinen Kalle, 2015, Forest ecosystems, 2, 2:12. A1 Journal article (refereed), original research
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																									Uncertainty quantification in ALS-based species-specific growing stock volume estimationVarvia Petri, Lähivaara Timo, Maltamo Matti, Packalén Petteri, Tokola Timo, Seppänen Aku, 2015, S. Durrieu, and C. Véga, Proceedings of SilviLaser 2015, 14th conference on Lidar Applications for Assessing and Managing Forest Ecosystems, September 28-30, 2015 - La Grande Motte, France, 134-136. D3 Professional conference proceedings
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																									Airborne laser scanning-based decision support for wood procurement planningJari Vauhkonen, Petteri Packalen, Jukka Malinen, Juho Pitkänen & Matti Maltamo, 2014, Scandinavian journal of forest research, 29, Supplement 1, 132-143. A1 Journal article (refereed), original research
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																									Bayesian Approach to Tree Detection Based on Airborne Laser Scanning DataLähivaara Timo, Seppänen Aku, Kaipio Jari, Vauhkonen Jari, Korhonen Lauri, Tokola Timo, Maltamo Matti, 2014, IEEE transactions on geoscience and remote sensing, 52, 5, 2690-2699. A1 Journal article (refereed), original research
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																									Calibration of area based diameter distribution with individual tree based diameter estimates using airborne laser scanningXu Qing, Hou Zhenyang, Maltamo Matti, Tokola Timo, 2014, Isprs journal of photogrammetry and remote sensing, 93, 65-75. A1 Journal article (refereed), original research
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																									Canonical correlation analysis for interpreting airborne laser scanning metrics along the Lorenz curve of tree size inequalityValbuena R., Packalen P., Tokola, T., Maltamo, M., 2014, Baltic forestry, 20, 2, 326-332. A1 Journal article (refereed), original research
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																									Comparison of airborne laser scanning methods for estimating forest structure indicators based on Lorenz curvesValbuena R, Vauhkonen J, Packalen P, Pitkänen J, Maltamo M, 2014, Isprs journal of photogrammetry and remote sensing, 95, 23-33. A1 Journal article (refereed), original research
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																									Forestry applications of airborne laser scanning - Concepts and case studiesMaltamo, M., Naesset, E., Vauhkonen, J., 2014, SPRINGER SCIENCE+BUSINESS MEDIA B.V.. C2 Edited book, conference proceedings or special issue of a journal
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																									Introduction to forest applications of airborne laser scanningVauhkonen Jari, Maltamo Matti, McRoberts Ronald E, Næsset rik, 2014, Maltamo, M., Næsset, E., Vauhkonen, J., Forestry applications of airborne laser scanning - Concepts and case studies, 1-16. B2 Book section
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																									Inventory of forest plantationsVauhkonen Jari, Rombouts Jan, Maltamo Matti, 2014, Maltamo M, Næsset E, Vauhkonen J, Forestry applications of airborne laser scanning - Concepts and case studies, 253-268. A3 Book section, Chapters in research books
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																									Metsämaiseman visualisointi laserkeilausaineistollaMaltamo, M., 2014, Tyrväinen, L., Kurttila, M., Sievänen, T., Tuulentie, S., Hyvinvointia metsästä, 237-238. B2 Book section
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																									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 locationsMelin Markus, Matala Juho, Mehtätalo Lauri, Tiilikainen Raisa, Tikkanen Olli-Pekka, Maltamo Matti, Pusenius Jyrki, Packalen Petteri, 2014, Global change biology, 20, 4, 1115-1125. A1 Journal article (refereed), original research
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																									Retrieving suppressed trees from model-based height distribution by combining high and low density airborne laser scanning dataXu Q. Hou Z,, Maltamo M., Tokola T., 2014, Canadian journal of remote sensing, 40, 233-242. A1 Journal article (refereed), original research
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																									Using pre-classification to improve the accuracy of species-specific forest attribute estimates from airborne laser scanner data and aerial imagesMaltamo M, Ørka HO, Bollandsås OM, Gobakken T, Næsset E, 2014, Scandinavian journal of forest research, 2015; 30, 4, 336-345. A1 Journal article (refereed), original research
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																									Characterizing forest structural types and shelterwood dynamics from Lorenz-based indicators predicted by airborne laser scanningValbuena Ruben, Packalen Petteri, Mehtätalo Lauri, Garcia-Abril Antonio, Maltamo Matti, 2013, Canadian journal of forest research-revue canadienne de recherche forestiere, 43, 11, 1063-1074. A1 Journal article (refereed), original research
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																									Comparing parametric and non-parametric modelling of diameter distributions on independent data using airborne laser scanning in a boreal conifer forestBollandsås OM, Maltamo M, Naesset E, Gobakken T, 2013, Forestry, 86, 493-501. A1 Journal article (refereed), original research
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																									Detection of the need for seedling stand tending using high-resolution remote sensing dataKorhonen L, Pippuri I, Packalén P, Heikkinen V, Maltamo M, Heikkilä J, 2013, Silva fennica, 47, 2, 952. A1 Journal article (refereed), original research
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																									Patterns of Covariance between Airborne Laser Scanning Metrics and Lorenz Curve Descriptors of Tree Size Inequality.Valbuena R, Maltamo M, Martín-Fernández S, Packalen P, Pascual C, Nabuurs GJ, 2013, Canadian journal of remote sensing, 39, S1, 18-31. A1 Journal article (refereed), original research
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																									Predicting species-specific basal areas in urban forests using airborne laser scanning and existing stand register dataPippuri Inka, Maltamo Matti, Packalen Petteri, Mäkitalo Juha, 2013, European journal of forest research, 132, 5-6, 999-1012. A1 Journal article (refereed), original research
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																									Predicting the spatial pattern of trees by airborne laser scanningPackalen P, Vauhkonen J, Kallio E, Peuhkurinen J, Pitkänen J, Pippuri I, Strunk J, Maltamo M, 2013, International journal of remote sensing, 34, 14, 5154-5165. A1 Journal article (refereed), original research
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																									Taimikonhoitotarpeen määrittäminen korkean resoluution kaukokartoitusaineistojen avullaKorhonen L, Pippuri I, Packalén P, Heikkinen V, Maltamo M, Heikkilä J, 2013, Metsätieteen aikakauskirja, 2013, 2, 193. B1 Non-refereed journal articles
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																									Within-Species Benefits of Back-projecting Airborne Laser Scanner and Multispectral Sensors in Monospecific Pinus sylvestris ForestsValbuena Rubén, De-Blas Alejandro, Martín-Fernández Susana, Maltamo Matti, Nabuurs Gert-Jan, Manzanera José Antonio, 2013, European journal of remote sensing, 46, 491-509. A1 Journal article (refereed), original research
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																									Bayesian approach to tree detection with airborne laser scanningLähivaara T, Seppänen A, Kaipio J.P, Vauhkonen J, Korhonen L, Tokola T, Maltamo M, 2012, -, IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2012), 1641-1644, International geoscience and remote sensing symposium. A4 Conference proceedings
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																									Comparative testing of single-tree detection algorithmsVauhkonen, 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, Forestry, 85, 27-40. A1 Journal article (refereed), original research
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																									Diversity and Equitability Ordering Profiles Applied to the Study of Forest StructureValbuena Ruben, Packalén Petteri , Martin-Fernandez Susana, Maltamo Matti, 2012, Forest ecology and management, 276, 185-195. A1 Journal article (refereed), original research
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																									Exploring horizontal area-based metrics to discriminate the spatial pattern of trees and need for first thinning using airborne laser scanningInka Pippuri, Eveliina Kallio, Matti Maltamo, Heli Peltola ja Petteri Packelén, 2012, Forestry, 85(2), 305-314. A1 Journal article (refereed), original research
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																									Missing data in forest ecology and management: Advances in quantitative methods. PrefaceBarrett Tara, Maltamo Matti, 2012, Forest ecology and management, 272, 1-2. A1 Journal article (refereed), original research
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																									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 pineMinna Pulkkinen, 2012, Silva fennica, 46, 5B, 1-983. A1 Journal article (refereed), original research
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																									Predicting and calibrating tree attributes by means of airborne laser scanning and field measurementsMaltamo Matti, Mehtätalo Lauri, Vauhkonen Jari, Packalén Petteri, 2012, Canadian journal of forest research-revue canadienne de recherche forestiere, 42, 1896-1907. A1 Journal article (refereed), original research
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																									The suitability of leaf-off airborne laser scanner data for forest inventoryVillikka, M., Packalén, P. and Maltamo, M, 2012, Silva fennica, 46, 99-110. A1 Journal article (refereed), original research
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																									Variable Selection Strategies for Nearest Neighbor Imputation in Remote Sensing Based Forest InventoryPackalén P, Temesgen H, Maltamo M, 2012, Canadian journal of remote sensing, 38, 5, 1-13. A1 Journal article (refereed), original research
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																									ALS-based estimation of plot volume and site index in a eucalyptus plantation with a nonlinear mixed-effect model that accounts for the clone effectPackalén, P., Mehtätalo, L. and Maltamo, M., 2011, Annals of forest science, 68, 1085-1092. A1 Journal article (refereed), original research
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																									Airborne discrete-return LiDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area indexKorhonen Lauri, Korpela Ilkka, Heiskanen Janne, Maltamo Matti, 2011, Remote Sensing of Environment, 115, 4, 1065-1080. A1 Journal article (refereed), original research
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																									Airborne laser scanning for the site type identification of mature boreal forest standsVehmas, M., Eerikäinen, K., Peuhkurinen, J., Packalén, P. and Maltamo, M, 2011, Remote sensing, 3, 100-116. A1 Journal article (refereed), original research
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																									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.Peuhkurinen Jussi, Mehtätalo Lauri, Maltamo Matti, 2011, Canadian journal of forest research-revue canadienne de recherche forestiere, 41, 3, 583-598. A1 Journal article (refereed), original research
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																									Different plot selection strategies for field training data in ALS-assisted forest inventoryMaltamo, M., Bollandsås, O.M., Næsset, E., Gobakken, T. and Packalén, P., 2011, Forestry, 84, 23-31. A1 Journal article (refereed), original research
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																									Dynamic treatment units in Eucalyptus plantationsPackalén, P., Heinonen, T., Pukkala, T., Vauhkonen, J. and Maltamo, M, 2011, Forest science, 57, 416-426. A1 Journal article (refereed), original research
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																									Prediction of timber quality parameters of forest stands by means of small footprint airborne laser scanner dataBollandsås, O. M., Maltamo, M., Gobakken, T., Næsset, E. and Lien, V., 2011, International journal of forest engineering, 22, 1, 14-23. A1 Journal article (refereed), original research
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																									Request-driven generation of calculation chains for adaptive forest analysisNuutinen, T., Berger, F., Karjalainen, A., Lempinen, R., Maltamo, M and Siitonen M., 2011, Scandinavian journal of forest research, 26, 1, 2-10. A1 Journal article (refereed), original research
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																									Using airborne laser scanning data for detecting canopy gaps and their understory type in mature boreal forestVehmas M., Packalén, P., Maltamo, M., and Eerikäinen, K., 2011, Annals of forest science, 68, 825-835. A1 Journal article (refereed), original research
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																									Applied 3D texture features in ALS-based forest inventoryJari Vauhkonen, Timo Tokola, Matti Maltamo & Petteri Packalén, 2010, European journal of forest research, 129, 5, 803-811. A1 Journal article (refereed), original research
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																									Comparing different methods for prediction of mean crown height in Norway spruce stands using airborne laser scanner dataMaltamo Matti, Bollandsås Ole Martin, Vauhkonen Jari, Breidenbach Johannes, Gobakken Terje, Næsset Erik, 2010, Forestry, 83, 257-268. A1 Journal article (refereed), original research
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																									Comparison of different non-parametric growth imputation methods in the presence of correlative observationsSironen Susanna, Kangas Annika, Maltamo Matti, 2010, Forestry, 83, 39-51.. A1 Journal article (refereed), original research
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																									Different sources of auxiliary information in coarse woody debris inventoryPesonen Annukka, Kangas Annika, Maltamo Matti and Packalén Petteri, 2010, Forest ecology and management, 259, 1890-1899. A1 Journal article (refereed), original research
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																									Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metricsJari Vauhkonen, Ilkka Korpela, Matti Maltamo & Timo Tokola, 2010, Remote Sensing of Environment, 114, 6, 1263-1276. A1 Journal article (refereed), original research
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																									Neural networks for the prediction of species-specific stem volumes using airborne laser scanning and aerial photographsNiska H, Packalén P, Skön J-P, Tokola T, Maltamo M & Kolehmainen M, 2010, IEEE transactions on geoscience and remote sensing, 48, 3, 1076-1085. A1 Journal article (refereed), original research
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																									Ruissalon tammien visuaalinen tulkinta stereokuvaltaEerikäinen Hanna, Packalén Petteri, Maltamo Matti, Mäkitalo Juha, 2010, Metsätieteen aikakauskirja, 2/2010, 2/2010, 129-142. A1 Journal article (refereed), original research
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																									The comparison of airborne laser scanning-based probability layers as auxiliary information for assessing coarse woody debrisPesonen Annukka, Maltamo Matti, Kangas Annika, 2010, International journal of remote sensing, 31, 1245-1259. A1 Journal article (refereed), original research
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																									Tree species classification using airborne LiDAR effects of stand and tree parameters, downsizing of training set, intensity normalization and sensor typeKorpela, I., Ørka, H. O., Maltamo, M., Tokola, T. & Hyyppä, J., 2010, Silva fennica, 44, 2, 319-339. A1 Journal article (refereed), original research
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																									Using mixed estimation for combining ALS data in two different forest areasSuvanto Aki, Maltamo Matti, 2010, Silva fennica, 44, 1, 91-107. A1 Journal article (refereed), original research
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																									A two stage method to estimate species-specific growing stock by combining ALS data and aerial photographs of known orientation parametersPackalén, Petteri, Suvanto, Aki, and Maltamo, Matti, 2009, Photogrammetric engineering and remote sensing, 75, 12, 1451¿1460. A1 Journal article (refereed), original research
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																									Assessing deadwood existence in canopy gaps by using ALS data.Vehmas, Mikko; Packalén, Petteri ja Maltamo, Matti, 2009, SilviLaser 2009, October 14-16, College Station, Texas USA, 137-144. A4 Conference proceedings
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																									Combining ALS and NFI training data for forest management planning -a Case Study in Kuortane, Western FinlandMaltamo, Matti, Packalén, Petteri, Suvanto, Aki, Korhonen, Kari Tapani, Mehtätalo, Lauri ja Hyvönen, Pekka, 2009, European Journal of Forest Research, 128, 305-317. A1 Journal article (refereed), original research
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																									Different sampling strategies for field training plots in ALS inventoryMaltamo, Matti, Bollandsås, Ole Martin, Næsset, Erik, Gobakken, Terje ja Packalén, Petteri, 2009, 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. A4 Conference proceedings
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																									Different sources of auxiliary information in coarse woody debris inventory.Pesonen, A., Packalén, P., Maltamo, M. and Kangas, A. 2009., 2009, 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. A4 Conference proceedings
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																									Identification of Scandinavian Commercial Species of Individual Trees from Airborne Laser Scanning Data Using Alpha Shape MetricsVauhkonen, Jari; Tokola, Timo; Packalén, Petteri; Maltamo, Matti, 2009, Forest science, 55, 1, 37-47. A1 Journal article (refereed), original research
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																									Identification of boreal forest stands with high herbaceous plant diversity using airborne laser scanning.Vehmas, Mikko; Eerikäinen, Kalle; Peuhkurinen, Jussi; Packalén, Petteri ja Maltamo, Matti, 2009, Forest ecology and management, 257, 46-53. A1 Journal article (refereed), original research
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																									Models for predicting tree and stand development on larch plantations in Hallormsstaður, IcelandPesonen Annukka, Eerikainen Kalle, Maltamo Matti & Tahvanainen Timo, 2009, New forests, 37, 63¿83. A1 Journal article (refereed), original research
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																									Männyn puu- ja laatutunnusten ennustaminen laserkeilauksellaMaltamo, Matti, Peuhkurinen, Jussi, Malinen, Jukka, Vauhkonen, Jari, Packalén, Petteri ja Tokola, Timo, 2009.
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																									Non-parametric estimation of diameter distributions by using ALS dataMaltamo, Matti, Naesset, Erik, Bollandsås, Ole Martin, Gobakken, Terje ja Packalén, Petteri, 2009, Scandinavian journal of forest research, 24, 541-553. A1 Journal article (refereed), original research
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																									Predicting tree attributes and quality characteristics of Scots pine using airborne laser scanning dataMaltamo, Matti, Peuhkurinen, Jussi, Malinen, Jukka, Vauhkonen, Jari, Packalén, Petteri ja Tokola, Timo, 2009, Silva fennica, 43, 507-521. A1 Journal article (refereed), original research
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																									The comparison of field sampling methods and the use of airborne laser scanning as auxiliary information for assessing coarse woody debrisPesonen, A., Leino, O., Maltamo, M. and Kangas, A, 2009, Forest ecology and management, 257, 1532-1541. A1 Journal article (refereed), original research
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																									Use of airborne laser scanning data in assessing various ecologically important habitats in natural stage boreal forests.Vehmas, Mikko; Pesonen, Annukka; Packalén, Petteri ja Maltamo, Matti, 2009.
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																									Airborne laser scanning for the identification of boreal forest site typesVehmas, Mikko; Eerikäinen, Kalle; Peuhkurinen, Jussi; Packalén, Petteri ja Maltamo, Matti, 2008, Silvilaser 2008, 58-65. A4 Conference proceedings
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																									Airborne laser scanning-based prediction of coarse woody debris volumes in a conservation areaPesonen Annukka, Maltamo Matti, Eerikäinen Kalle & Packalén Petteri, 2008, Forest ecology and management, 255, 3288-3296. A1 Journal article (refereed), original research
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																									Applied 3D texture features in ALS based forest inventoryJari Vauhkonen, Timo Tokola, Petteri Packalén, Matti Maltamo, 2008, LIFO2008 - Linking Forest Inventory and Optimization" - an international conference of the IUFRO units 4.02.00 and 4.04.00", 44. B3 Non-refereed conference proceedings
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																									Automatic delineation of forest stands from lidar dataLeppänen Vesa, Tokola Timo, Maltamo Matti, Mehtätalo Lauri, Pusa T. ja Mustonen Jukka, 2008, 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. B3 Non-refereed conference proceedings
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																									Comparison of individual tree detection and canopy height distribution approaches: a case study in FinlandPackalén, Petteri; Pitkänen, Juho and Maltamo, Matti, 2008, Hill, Ross; Suárez, Juan and Rosette, Jackie, Silvilaser 2008, 22-29. A4 Conference proceedings
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																									Detailed Assessment Using Remote Sensing TechniquesPackalén, Petteri, Maltamo, Matti and Tokola, Timo, 2008, von Gadow, Klaus and Pukkala, Timo, Designing Green Landscapes, 53-77. A3 Book section, Chapters in research books
- 
																							
																									Detection of aspens using high resolution aerial laser scanning data and digital aerial imagesRaita Säynäjoki, Petteri Packalén, Matti Maltamo, Mikko Vehmas ja Kalle Eerikäinen, 2008, Sensors, 8, 5038-5055. A1 Journal article (refereed), original research
- 
																							
																									Effects of pulse density on predicting characteristics of individual trees of Scandinavian commercial species using alpha shape metrics based on airborne laser scanning dataJari Vauhkonen, Timo Tokola, Matti Maltamo, and Petteri Packalén, 2008, Canadian journal of remote sensing, 34, Suppl. 2, S441-S459. A1 Journal article (refereed), original research
- 
																							
																									Estimating species-specific diameter distributions and saw log recoveries of boreal forests from airborne laser scanning data and aerial photographs: a distribution-based approachJussi Peuhkurinen, Matti Maltamo & Jukka Malinen, 2008, Silva fennica, 42, 4, 625¿641. A1 Journal article (refereed), original research
- 
																							
																									Estimation of Forest Stand Characteristics Using Spectral Histograms Derived from an Ikonos Satellite ImageJussi Peuhkurinen, Matti Maltamo, Lauri Vesa, and Petteri Packalén, 2008, Photogrammetric engineering and remote sensing, 74, 11, 1335¿1341. A1 Journal article (refereed), original research
- 
																							
																									Forest inventory with sparse resolution Airborne Laser Scanning data ¿ a literature review.Säynäjoki Raita, Maltamo Matti, Kari Tapani Korhonen, 2008, Metlan työraportteja / Working Papers of the Finnish Forest Research Institute, 103, 90 s.. B1 Non-refereed journal articles
- 
																							
																									Integration of ALS based bioenergy inventory data and optimal bucking for stand level decision makingTokola Timo, Maltamo Matti, Kotamaa Eveliina, Packalén Petteri ja Kurttila Mikko, 2008, 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. B3 Non-refereed conference proceedings
- 
																							
																									Kuusen taimikoiden inventointi ja taimikonhoidon kiireellisyyden määrittäminen laserkeilauksen ja metsäsuunnitelmatietojen avullaMatti Närhi, Matti Maltamo, Petteri Packalén, Heli Peltola ja Janne Soimasuo, 2008, Metsätieteen aikakauskirja, 1/2008, 5-15. A1 Journal article (refereed), original research
- 
																							
																									Laserkeilaustulkinnan hyödyntäminen metsäsuunnittelun tietolähteenäMatti Maltamo, Petteri Packalén, Janne Uuttera, Esa Äröla, Juho Heikkilä, 2008, Metsätieteen aikakauskirja, 4/2008, 304-309. B1 Non-refereed journal articles
- 
																							
																									Methods of small-footprint airborne laser scanning for extracting forest inventory data in boreal forestsJuha Hyyppä, Hannu Hyyppä, Don Leckie, F. Gougeon, Xiaowei Yu ja Matti Maltamo, 2008, International journal of remote sensing, 29, 1339-1366. A1 Journal article (refereed), original research
- 
																							
																									Obtaining plotwise mean height and volume growth in boreal forests using multitemporal laser surveys and various change detection techniquesXiaowei Yu, Juha Hyyppä, Harri Kaartinen ja Matti Maltamo, 2008, International journal of remote sensing, 29, 1367 - 1386. A1 Journal article (refereed), original research
- 
																							
																									Predicting tree level quality characteristics of Scots pine using airborne laser scanning dataMatti Maltamo, Jussi Peuhkurinen, Jukka Malinen, Jari Vauhkonen, Petteri Packalén ja Timo Tokola, 2008, IUFRO Working Party 5.01.04 Wood Quality Modelling. Connection between Forest Resources and Wood Quality: Modelling Approaches and Simulation Software, 81. B3 Non-refereed conference proceedings
- 
																							
																									Sparse Bayesian Estimation of Forest Stand Characteristics from ALSVirpi Junttila, Matti Maltamo ja Tuomo Kauranne, 2008, Forest science, 54, 5, 543-552. A1 Journal article (refereed), original research
- 
																							
																									The comparison of airborne laser scanning-based probability layers as auxiliary information for assessing coarse woody debrisPesonen Annukka, Maltamo Matti, Petteri Packalén, Leino Olli, 2008, Silvilaser 2008, 526-535. A4 Conference proceedings
- 
																							
																									The estimation of species-specific diameter distributions using airborne laser scanning and aerial photographsPackalén, Petteri and Maltamo, Matti, 2008, Canadian journal of forest research-revue canadienne de recherche forestiere, 38, 1750-1760. A1 Journal article (refereed), original research
- 
																							
																									The use of airborne laser scanning to estimate sawlog volumesKorhonen Lauri, Peuhkurinen Jussi, Malinen Jukka, Suvanto Aki, Maltamo Matti, Packalen Petteri and Kangas Jyrki, 2008, Forestry, 84, 4, 499-510. A1 Journal article (refereed), original research
- 
																							
																									A test on the usability of truncated angle count sample plots as ground truth in airborne laser scanning based forest inventory.Maltamo Matti;Korhonen Kari Tapani;Packalén Petteri;Mehtätalo Lauri;Suvanto Aki, 2007, Forestry, 80, 73-81. A1 Journal article (refereed), original research
- 
																							
																									Alternatives for predicting tree-level stem volume of Norway spruce using airborne laser scanner dataVillikka Maria;Maltamo Matti;Packalén Petteri;Vehmas Mikko;Hyyppä Juha, 2007, Photogrammetric Journal of Finland, 20, 2, 33-42. A1 Journal article (refereed), original research
- 
																							
																									Comparison of approaches to integrate energy wood estimation into the Finnish compartment inventory systemTahvanainen Timo;Kaartinen Kalle;Pukkala Timo;Maltamo Matti, 2007, Silva fennica, 123-135. A1 Journal article (refereed), original research
- 
																							
																									Comparison of basal area and stem frequency diameter distribution modelling using airborne laser scanner data and calibration estimationMaltamo Matti;Suvanto Aki;Packalén Petteri, 2007, Forest ecology and management, 247, 26-34. A1 Journal article (refereed), original research
- 
																							
																									Experiences and possibilities of ALS based forest inventory in FinlandMaltamo Matti;Packalén Petteri;Peuhkurinen Jussi;Suvanto Aki;Pesonen Annukka;Hyyppä Juha, 2007, Rönnholm Petri;Hyyppä Hannu;Hyyppä Juha, Proceedings of ISPRS Workshop Laser Scanning 2007 and Silvilaser 2007 , September 12-14, 2007, Finland, 270-279. A3 Book section, Chapters in research books
- 
																							
																									Local models for forest canopy cover with beta regressionKorhonen Lauri;Korhonen Kari T.;Stenberg Pauline;Maltamo Matti ja Rautiainen Miina, 2007, Silva fennica, 41, 4, 671-685. A1 Journal article (refereed), original research
- 
																							
																									Modeling percentile based basal area weighted diameter distributionKangas Annika;Mehtätalo Lauri;Maltamo Matti, 2007, Silva fennica, 41, 425-440. A1 Journal article (refereed), original research
- 
																							
																									Preharvest Measurement of Marked Stands Using Airborne Laser ScanningPeuhkurinen, Jussi; Maltamo, Matti; Malinen, Jukka; Pitkänen, Juho; Packalén, Petteri, 2007, Forest science, 53, 6, 653-661. A1 Journal article (refereed), original research
- 
																							
																									Preharvest measurement of marked stands using airborne laser scanningPeuhkurinen Jussi;Maltamo Matti;Malinen Jukka;Pitkänen Juho;Packalén Petteri, 2007, Forest science, 53, 653-661. A1 Journal article (refereed), original research
- 
																							
																									Recovering plot-specific diameter distribution and height-diameter curve using ALS based stand characteristicsMehtätalo Lauri;Maltamo Matti;Packalén Petteri, 2007, Rönnholm Petri;Hyyppä Hannu;Hyyppä Juha, Proceedings of ISPRS Workshop Laser Scanning 2007 and Silvilaser 2007 , September 12-14, 2007, Finland, 288-293. A3 Book section, Chapters in research books
- 
																							
																									Standing volume estimates of forests in Russia: how accurate is the published data?Kinnunen Jari;Maltamo Matti;Päivinen Risto, 2007, Forestry, 80, 53-64. A1 Journal article (refereed), original research
- 
																							
																									Taimikonhoitotarpeen arviointi valtakunnan metsien inventoinnin metsävarakartan pohjaltaPesonen Annukka;Korhonen Kari Tapani;Tuominen Sakari;Maltamo Matti;Lukkarinen Eero, 2007, Metsätieteen aikakauskirja, 2/2007, 77-86. A1 Journal article (refereed), original research
- 
																							
																									The k-MSN method for the prediction of species-specific stand attributes using airborne laser scanning and aerial photographsPackalén Petteri & Maltamo Matti, 2007, Remote Sensing of Environment, 109, 3, 328-341. A1 Journal article (refereed), original research
- 
																							
																									A comparative study of the use of laser scanner data and field measurements in the prediction of crown height in boreal forestsMaltamo Matti;Hyyppä Juha;Malinen Jukka, 2006, Scandinavian journal of forest research, 21, 231-238. A1 Journal article (refereed), original research
- 
																							
																									Change detection techniques for canopy height growth measurements using airborne laser scanner dataYu Xiaowei;Hyyppä Juha;Kukko Antero;Maltamo Matti;Kaartinen Harri, 2006, Photogrammetric engineering and remote sensing, 72, 12. A1 Journal article (refereed), original research
- 
																							
																									Combined use of ALS data and aerial photographs for predicting stand volume by tree speciesPackalén Petteri;Maltamo Matti, 2006, Proceedings of the international concerence Silvilaser 2006. November 7-10,2006. Ehime Prefectual Convention Hall Matsuyama, Japan, 136-141. B2 Book section
- 
																							
																									Estimation of stem volume using laser scanning based canopy height metricsMaltamo Matti;Eerikäinen Kalle;Packalén Petteri;Hyyppä Juha, 2006, Forestry, 79, 217-229. A1 Journal article (refereed), original research
- 
																							
																									Extending and improving methods for operational stand-wise forest inventories utilizing multi-resolution airborne laser scanner dataNæsset Erik.;Gobakken Terje;Kangas Annika;Maltamo Matti;Bollandsås Ole Martin;Aasland Tord;Solberg Svein, 2006, Proceedings of the international concerence Silvilaser 2006. November 7-10,2006. Ehime Prefectual Convention Hall Matsuyama, Japan, 75-79. B2 Book section
- 
																							
																									Forest Inventory Methodology & ApplicationsKangas Annika;Maltamo Matti, 2006, Springer. D5 Textbook, professional manual or guide
- 
																							
																									Inventories of vegetation, wildberries and mushroomsMaltamo Matti, 2006, Kangas Annika;Maltamo Matti, Forest Inventory Methodology & Applications, 141-153. A3 Book section, Chapters in research books
- 
																							
																									Methods of Airborne Laser Scanning for Forest Information ExtractionHyyppä Juha;Yu Xiaowei;Hyyppä Hannu;Maltamo;Matti, 2006, Workshop on 3D Remote Sensing in Forestry, 14th-15th Feb 2006, Vienna.. B2 Book section
- 
																							
																									Metsikön vertikaalisen rakenteen tutkiminen 3D-kaukokartoituksen avullaMaltamo Matti;Hyyppä Juha;Eerikäinen Kalle;Packalén Petteri;Vehmas Mikko;Kouki Jari, 2006, Horne Paula;Koskela Terhi;Kuusinen;Mikko;Otsamo Antti;Syrjänen Kimmo, METSON jäljillä - Etelä-Suomen metsien monimuotoisuusohjelman tutkimusraportti, 247-249. B2 Book section
- 
																							
																									Non-parametric estimation of stem volume using laser scanning, aerial photography and stand register dataMaltamo Matti;Malinen Jukka;Packalén Petteri;Suvanto Aki;Kangas Jyrki, 2006, Canadian journal of forest research-revue canadienne de recherche forestiere, 36, 426-436. A1 Journal article (refereed), original research
- 
																							
																									Obtaining plotwise height and volume growth in boreal forests using multitemporal laser surveys: a comparison of various techniquesYu Xiaowei;Hyyppä Juha;Kaartinen Harri;Maltamo Matti;Hyyppä Hannu, 2006, Proceedings of the international concerence Silvilaser 2006. November 7-10,2006. Ehime Prefectual Convention Hall Matsuyama, Japan, 243-248. B2 Book section
- 
																							
																									Predicting the plot volume by tree species using airborne laser scanning and aerial photographsPetteri Packalén & Matti Maltamo, 2006, Forest science, 56, 6, 611-622. A1 Journal article (refereed), original research
- 
																							
																									Structural diversity of tree stands on peatlandHotanen Juha-Pekka;Maltamo Matti;Reinikainen Antti, 2006, Silva fennica, 40, 53-82. A1 Journal article (refereed), original research
- 
																							
																									Suometsien kerroksellisuusrakenne SuomessaHotanen Juha-Pekka;Maltamo Matti Reinikainen Antti, 2006, Metsätieteen aikakauskirja.
- 
																							
																									The use of quantile trees in the prediction of the diameter distribution of a standMehtätalo Lauri;Maltamo Matti;Kangas Annika, 2006, Silva fennica, 40, 3, 501-516. A1 Journal article (refereed), original research
- 
																							
																									Use of a superresolution method in interpretation of forests from multiple NOAA/AVHRR imagesPetteri Packalén;Timo Tokola;Juhani Saastamoinen & Matti Maltamo, 2006, International journal of remote sensing, 27, 23-24, 5341-5357. A1 Journal article (refereed), original research
- 
																							
																									Yksityismetsien metsävaratiedon keruuseen soveltuvilla kaukokartoitusmenetelmillä estimoitujen puustotunnusten luotettavuusUuttera Janne;Anttila Perttu;Suvanto Aki;Maltamo Matti, 2006, Metsätieteen aikakauskirja, 4/2006, 4, 507-519. A1 Journal article (refereed), original research
- 
																							
																									Computing canopy surface models from airborne laser scanner data for individual tree detectionPitkänen Juho;Maltamo Matti;Hyyppä Juha & Yu Xiaowei, 2005.
- 
																							
																									Identifying and quantifying structural characteristics of heterogeneous boreal forests using laser scanner dataMaltamo Matti;Packalén Petteri;Yu Xiaowei;Eerikäinen Kalle;Hyyppä. Juha & Pitkänen Juho, 2005, Forest ecology and management, 216, 41-50. A1 Journal article (refereed), original research
- 
																							
																									Kuviokohtaisten puustotunnusten ennustaminen laserkeilauksellaSuvanto Aki;Maltamo Matti;Packalén Petteri & Kangas Jyrki, 2005, Metsätieteen aikakauskirja, 4/2005, 413-428. A1 Journal article (refereed), original research
- 
																							
																									Measuring the growth of individual trees using multitemporal airborne laser scanning point cloudsYu Xiaowei;Hyyppä Juha;Kaartinen Harri;Hyyppä Hannu;Maltamo Matti & Rönnholm Petri, 2005, Vosselman;G. & Brenner;C., Proceedings of the ISPRS Workshop Laser scanning 2005. Enschede, the Netherlands, September 12-14, 2005, 204-208. A3 Book section, Chapters in research books
- 
																							
																									Team report from University of Joensuu, Faculty of Forestry, Forest Mensuration and Planning 2001-2004Maltamo Matti;Anttila Perttu;Eerikäinen Kalle;Malinen Jukka;Packalén Petteri & Pitkänen Juho, 2005, Hobbelstad Kåre, Forest Inventory and Planning in Nordic Countries. Proceedings of SNS Meeting at Sjusjøen, Norway. September 6-8, 2004, 5-27. B2 Book section
- 
																							
																									The analysis of forest structure using laser scanner dataMaltamo Matti, 2005, Hobbelstad Kåre, Forest Inventory and Planning in Nordic Countries. Proceedings of SNS Meeting at Sjusjøen, Norway. September 6-8, 2004, 91-102. B2 Book section
- 
																							
																									Using individual tree crown approach for forest volume extraction with aerial images and laser point cloudsHyyppä Juha;Mielonen Teemu;Hyyppä Hannu;Maltamo Matti;Yu Xiaowei;Honkavaara Eija & Kaartinen Harri, 2005, Vosselman G. & Brenner C, Proceedings of the ISPRS Workshop Laser scanning 2005. Enschede, the Netherlands, September 12-14, 2005, 144-149. A3 Book section, Chapters in research books
- 
																							
																									Using laser scanning and aerial photography to estimate plot volumePackalén Petteri;Maltamo Matti;Malinen Jukka;Suvanto Aki &Kangas Jyrki, 2005.
- 
																							
																									Wood Properties of Mature Norway spruce on Drained Peatlands Compared to Mineral Forest Lands in Southern FinlandMalinen Jukka;Maltamo Matti & Verkasalo Erkki, 2005, Baltic forestry, 11, 21-37. A1 Journal article (refereed), original research
- 
																							
																									Accuracy of partially visually assessed stand characteristics - A case study of Finnish forest inventory by compartmentsKangas Annika;Heikkinen Elina;Maltamo Matti, 2004, Canadian journal of forest research-revue canadienne de recherche forestiere, 34, 916-930. A1 Journal article (refereed), original research
- 
																							
																									Adaptive methods for individual tree detection on airborne laser based canopy height modelPitkänen Juho;Maltamo Matti;Hyyppä Juha;Yu Xiaowei, 2004, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36, 187-191. E1 Popularised article, newspaper article
- 
																							
																									Algorithms and methods of airborne laser scanning for forest measurementsHyyppä Juha;Hyyppä Hannu;Litkey Paula;Yu Xiaowei;Haggrén Henrik;Rönnholm Petri;Pyysalo Ulla;Pitkänen Juho;Maltamo Matti, 2004, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36, 82-89. E1 Popularised article, newspaper article
- 
																							
																									Automatic detection of harvested trees and determination of forest growth using airborne laser scanningYu Xiaowei;Hyyppä Juha;Kaartinen Harri;Maltamo Matti, 2004, Remote Sensing of Environment, 90, 451-462. A1 Journal article (refereed), original research
- 
																							
																									Effects of flight altitude on tree height estimation using airborne laser scanningYu Xiaowei;Hyyppä Juha;Hyyppä Hannu;Maltamo Matti, 2004, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36, 96-101. E1 Popularised article, newspaper article
- 
																							
																									Estimation of timber volume and stem density based on scanning laser altimetry and expected tree size distribution functionsMaltamo Matti;Eerikäinen Kalle;Pitkänen Juho;Hyyppä Juha;Vehmas Mikko, 2004, Remote Sensing of Environment, 90, 319-330. A1 Journal article (refereed), original research
- 
																							
																									Identifying and quantifying heterogeneous boreal forest structures using laser scanner dataMaltamo Matti;Packalén Petteri;Yu Xiaowei;Eerikäinen Kalle;Hyyppä Juha;Pitkänen Juho, 2004, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36, 153-156. E1 Popularised article, newspaper article
- 
																							
																									Kuusen sisäisen laadun ja arvon ei-parametrinen ennustaminen ja tukkijakaumien samankaltaisuusvertailut puunhankinnan suunnittelun tukenaJukka Malinen;Matti Maltamo;Teijo Palander & Erkki Verkasalo, 2004, Teijo Palander, Ryhmäpäätöstuki Puunhankinnassa, 73-85. B2 Book section
- 
																							
																									Laser scanning of forest resources: the Scandinavian experienceNæsset Erik;Brandtberg Tomas;Gobakken Terje;Holmgren Johan;Hyyppä Juha;Hyyppä Hannu;Maltamo Matti;Nilsson Mats;Olsson Håkan;Persson Åsa;Söderman Ulf, 2004, Scandinavian journal of forest research, 19, 482-499. A1 Journal article (refereed), original research
- 
																							
																									Metsän mittaus ja kartoitusKangas Annika;Päivinen Risto;Holopainen Markus & Maltamo Matti, 2004, Joensuun yliopisto, Metsätieteellinen tiedekunta. D5 Textbook, professional manual or guide
- 
																							
																									Modelling the end-use based value of Norway spruce trees and logs by using predictors of stand and tree levelsVerkasalo Erkki;Sairanen Pentti;Kilpeläinen Harri;Maltamo Matti, 2004, 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. B2 Book section
- 
																							
																									Predicting the internal quality and value of Norway spruce trees using non-parametric nearest neighbor methodsMalinen Jukka;Maltamo Matti;Verkasalo Erkki, 2004, Gerard Nepveu, 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, 464-473. B2 Book section
- 
																							
																									The accuracy of estimating individual tree variables with airborne laser scanning in a boreal nature reserveMaltamo Matti;Mustonen Kari;Hyyppä Juha;Pitkänen Juho;Yu Xiaowei, 2004, Canadian journal of forest research-revue canadienne de recherche forestiere, 34, 1791-1801. A1 Journal article (refereed), original research
- 
																							
																									Toimenpide-ehdotusten simulointi laskennallisesti ajantasaistetusta kuvioaineistostaHaara Arto;Korhonen Kari Tapani, 2004, Metsätieteen aikakauskirja, 2/2004, 157-173.. A1 Journal article (refereed), original research
- 
																							
																									A percentile based basal area diameter distribution model for predicting the stand development of Pinus kesiya plantations in Zambia and ZimbabweEerikäinen Kalle;Maltamo Matti, 2003, Forest ecology and management, 172, 1, 109-124. A1 Journal article (refereed), original research
- 
																							
																									Calibrating predicted diameter distribution with additional information -in growth and yield predictionsKangas Annika;Maltamo Matti, 2003, Canadian journal of forest research-revue canadienne de recherche forestiere, 33, 430-434. A1 Journal article (refereed), original research
- 
																							
																									Combination of single tree laser scanning and theoretical distribution functions in the estimation of plot volume and number of stemsMaltamo Matti;Eerikäinen Kalle;Pitkänen Juho;Hyyppä;Juha;Vehmas Mikko, 2003, 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, 197-210. B2 Book section
- 
																							
																									Detection of harvested trees and estimation of forest growth using laser scanningYu Xiaowei;Hyyppä Juha;Rönnholm Petri;Kaartinen Harri;Maltamo Matti;Hyyppä Hannu, 2003, 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, 114-123. B2 Book section
- 
																							
																									Estimating individual tree growth with non-parametric methodsSironen Susanna;Kangas Annika;Maltamo Matti;Kangas Jyrki, 2003, Canadian journal of forest research-revue canadienne de recherche forestiere, 33, 444-449. B1 Non-refereed journal articles
- 
																							
																									Estimating stand characteristics by combining single tree pattern recognition of digital video imagery and a theoretical diameter distribution modelMaltamo Matti;Tokola Timo;Lehikoinen Mikko, 2003, Forest science, 49, 1, 98-109. A1 Journal article (refereed), original research
- 
																							
																									Estimating stand characteristics using an approach combining single tree recognition from high resolution remote sensing imagery and theoretical distributionMaltamo Matti, 2003.
- 
																							
																									Laser scanning of forest resources some of the Finnish experienceHyyppä Juha;Hyyppä Hannu;Maltamo Matti;Yu Xiaowei;Ahokas Eero;Pyysalo Ulla, 2003, 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, 52-58. B2 Book section
- 
																							
																									Laserkeilauksen metsätaloudelliset sovellusmahdollisuudetMaltamo Matti & Pitkänen Juho, 2003, Jokela Jorma, Pikseleitä ja pistepilviä - kuvauksen uudet ulottuvuudet. Maanmittaustieteiden päivät 20.-21.11.2003, TKK, Espoo., 72-79. B2 Book section
- 
																							
																									Most similar neighbour based stand variable estimation for use in inventory by compartments in FinlandMaltamo Matti;Malinen Jukka;Kangas Annika;Härkönen;Sanna;Pasanen Anna-Mari, 2003, Forestry, 76, 449-464. A1 Journal article (refereed), original research
- 
																							
																									Predicting the internal quality and value of Norway spruce treesMalinen Jukka;Maltamo Matti;Verkasalo Erkki, 2003, Forest products journal, 53, 4, 85-94. A1 Journal article (refereed), original research
- 
																							
																									Predicting the internal quality and value of Norway spruce trees by using two non-parametric nearest neighbor methodsMalinen Jukka;Maltamo Matti;Verkasalo Erkki, 2003.
- 
																							
																									The accuracy of forest inventory data in the Novgorod region in RussiaKinnunen Jari;Maltamo Matti;Pussinen Ari, 2003, Niskanen Anssi;Filioushkina G;Saramäki Kaija, Economic accessibility of forest resources in north-West Russia, 53-62. B2 Book section
- 
																							
																									Anticipating the variance of predicted stand volume and timber assortments with respect to stand characteristics and field measurementsKangas Annika;Maltamo Matti, 2002, Silva fennica, 36, 4, 799-811. A1 Journal article (refereed), original research
- 
																							
																									Calibrating predicted diameter distribution with additional information for structurally diverse forest standsPuumalainen Janna;Maltamo Matti;Kangas Annika, 2002, von Gadow Klaus;Nagel J;Saborowski J, Continuous Cover Forestry. Assessment, Analysis, Scenarios. Managing Forest Ecosystems 4, 368. A3 Book section, Chapters in research books
- 
																							
																									Estimating tree stocks using an approach combining single tree recognition from digital video image and a diameter distribution modelMaltamo Matti;Tokola Timo;Lehikoinen Mikko, 2002, 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, 73-79. B2 Book section
- 
																							
																									Evaluation of the suitability of the ICP data set for forest biodiversity monitoring. Final Report.Packalén Petteri;Maltamo Matti, 2002, Joint Research Centre. European commission. EURO-landscape Project. Land Management Unit. Institute for Environment and Sustainability.. C1 Book
- 
																							
																									Kuusen laatu ja arvo sahauksessaVerkasalo Erkki;Sairanen Pentti;Yli-Kojola Hannu;Maltamo Matti;Melén Peter, 2002, Riekkinen Mika;Verkasalo Erkki, Itä-Suomen puunlaatu ja -käyttö. Tutkimuspäivä Kuopiossa 23.10.2001, 87-109. B2 Book section
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																									Läpimittajakaumamalleihin perustuvat vaihtoehdot kuvauspuiden muodostamiseen puuston keskitunnustietojen avullaMaltamo Matti;Haara Arto;Hirvelä Hannu;Kangas Annika;Lempinen Reetta;Malinen Juha;Nalli Aki;Nuutinen Tuula;Siipilehto Jouni, 2002, Metsätieteen aikakauskirja, 3, 407-423. A1 Journal article (refereed), original research
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																									MELA2002 ja kuvauspuiden muodostamisen vaihtoehdotMaltamo Matti;Haara Arto;Hirvelä Hannu;Kangas Annika;Lempinen Reetta;Malinen Juha;Nalli Aki;Nuutinen Tuula;Siipilehto Jouni, 2002, Nuutinen Tuula;Kiiskinen Arja, MELA2002 ja käyttöpuun kuvaus. MELA-käyttäjäpäivä 7.5.2002 Joensuu, 11-31. B2 Book section
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																									Ojitettujen korpien ja kivennäismaiden kuusitukkirunkojen ja puuaineen laatu- ja arvoerotVerkasalo Erkki;Maltamo Matti, 2002, Saranpää Pekka;Verkasalo Erkki, Kuusen laatu ja arvo. Vuosina 1994-2001 toteutettujen tutkimusten loppuraportti, 71-90. B2 Book section
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																									Predicting and calibrating diameter distributions of Eucalyptus grandis (Hill) Maiden plantations in ZimbabweMabvurira Danaza;Maltamo Matti;Kangas Annika, 2002, New forests, 23, 2, 207-223. A1 Journal article (refereed), original research
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																									Puun kasvun ennustaminen k-lähimmän naapurin menetelmällä ja k-Most Similar Neighbour -menetelmälläSironen Susanna;Kangas Annika;Maltamo Matti;Kangas Jyrki, 2002, Metsätieteen aikakauskirja.
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																									Puuston puutavaralajien tilavuuksien ennustevirheiden ennakoiminen eri mittausyhdistelmillä ja erityyppisissä metsiköissäKangas Annika;Maltamo Matti, 2002, Metsätieteen aikakauskirja.
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																									Puuston rakennetunnusten analysointi, ennustaminen ja vertailuMaltamo Matti, 2002, Kangas Jyrki;Kokko Ari;Jokimäki Jukka;Store Ron, Tutkimuksia ekologisen informaation liittämisestä metsäsuunnitteluun, 45-57. B2 Book section
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																									Puustotunnusten maastoarvioinnin luotettavuus ja ajanmenekkiKangas Annika;Heikkinen Elina;Maltamo Matti, 2002, Metsätieteen aikakauskirja, 3, 425-440. A1 Journal article (refereed), original research
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																									Team report from University of Joensuu, Faculty of Forestry, forest mensuration and planningMaltamo Matti;Anttila Perttu;Eerikäinen Kalle;Lehikoinen Mikko;Löfman Satu;Malinen Jukka;Pukkala Timo;Pykäläinen Jouni;Sironen Susanna, 2002, Heikkinen Juha;Korhonen Kari Tapio;Siitonen Markku;Strandström Mikael;Tomppo Erkki, Nordic trends in forest inventory, management planning and modelling, 57-68. B2 Book section
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																									Turvemaiden kuusi sahapuunaMaltamo Matti;Verkasalo Erkki, 2002, Nurmi Juha;Verkasalo Erkki, Pohjanmaan puunlaatu ja -käyttö, 129-148. B2 Book section
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																									Application of Most Similar Neighbor Inference for Estimating Marked Stand Characteristics Using Harvester and Inventory Generated Stem DatabasesMalinen Jukka;Maltamo Matti;Harstela Pertti, 2001, International journal of forest engineering, 12, 2, 33-41. A1 Journal article (refereed), original research
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																									The most similar neighbour reference in the yield prediction of Pinus kesiya stands in ZambiaMaltamo Matti;Eerikäinen Kalle, 2001, Silva fennica, 35, 4, 437-451. A1 Journal article (refereed), original research
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																									Calibrating predicted diameter distribution with additional informationKangas Annika;Maltamo Matti, 2000, Forest science, 46, 390-396. A1 Journal article (refereed), original research
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																									Comparison of percentile based predicted methods and Weibull distribution in describing diameter distribution of heterogeneous Scots pine standsMaltamo Matti;Kangas Annika;Uuttera Janne;Torniainen tatu;Saramäki Jussi, 2000, Forest ecology and management, 133, 263-274. A1 Journal article (refereed), original research
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																									Diameter distribution, stem volume and stem quality models for grey alder (Alnus incana) in eastern FinlandKärki Timo;Maltamo Matti;Eerikäinen Kalle, 2000, New forests, 20, 65-86. A1 Journal article (refereed), original research
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																									Differences in the structure of primary and managed forests in East Kalimantan, IndonesiaUuttera Janne;Tokola Timo;Maltamo Matti, 2000, Forest ecology and management, 129, 63-74. A1 Journal article (refereed), original research
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																									Kasvuennusteiden ongelmana heikot lähtötiedotKangas Annika;Maltamo Matti, 2000, Asiantuntija-lehti, 3, 25. E1 Popularised article, newspaper article
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																									Non-parametric growth and yield model for Pinus kesiya in ZambiaMaltamo Matti;Eerikäinen Kalle, 2000, Pukkala Timo;eerikäinen Kalle, Establishment and management of tree plantations in Southern and Eastern Africa, 81-99. B2 Book section
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																									Percentile based basal area diameter distribution models for Scots pine, Norway spruce and birch speciesKangas Annika;Maltamo Matti, 2000, Silva fennica, 34, 371-380. A1 Journal article (refereed), original research
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																									Performance of percentile based diameter distribution prediction and weibull method in independent data setsKangas Annika;Maltamo Matti, 2000, Silva fennica, 34, 381-398. A1 Journal article (refereed), original research
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																									Modelling the growth and yield of Pinus kesiya in Chati, ZambiaMiina Jari;Maltamo Matti;Eerikäinen Kalle, 1999, Pukkala Timo and Eerikäinen Kalle (toim.), Growth and yield modelling of tree plantations in South and East Africa, 167-181. B2 Book section
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																									Predicting the quality and value of Norway Spruce trees and logs for traditional and end-use oriented sawingVerkasalo Erkki;Maltamo Matti;Sairanen Pentti;Melen Peter, 1999, 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. B2 Book section
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																									Prediction of diameter distribution of Eucalyptus grandis in Zimbabwe using varying informationMaltamo Matti;Mabvurira Danaza, 1999, Pukkala Timo and Eerikäinen Kalle, Growth and yield modelling of tree plantations in South and East Africa, 97-111. B2 Book section
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																									Prosenttiosuusmenetelmä puujoukon ennustamisessaMaltamo matti;Kangas Annika, 1999, Nuutinen Tuula;Suokas Aila, MELA99 ja metsätalouden suunnittelu MELA-käyttäjäpäivä ja tutkimusseminaari 11.-12,.1999 Majvik, Kirkkonummi, 48-53. B2 Book section
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																									Stand structure in semi-natural and managed mesic and sub-xeric forests in eastern Finland and Russian KareliaUotila Anneli;Maltamo Matti;Uuttera Janne;Isomäki Antti, 1999, Nordic Symposium on the Ecology of Coarse Woody Debris in Boreal Forests. 31 May -3 June 1999, 45-46. B2 Book section
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																									Stand structure in succession - a comparison betveen managed and semi-natural mesic and sub-xeric forestsUotila Anneli;Maltamo Matti;Uuttera Janne;Isomäki Antti, 1999, Ilkka Hanski, Habitat Loss: Ecological, Evolutionary and Genetic Consequences. Helsinki, 7-12 September 1999, 145. B2 Book section
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																									Suunnittelun lähtötietojen laskennallinen ajantasaistus - esimerkkinä MELAMalinen Juha;Maltamo Matti;Nuutinen Tuula, 1999, Matti Heikinheimo, Metsäsuunnittelun tietohuolto, 58-68. B2 Book section
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																									Basal area diameter distribution in estimating the quality and structure growing stockMaltamo;Matti, 1998.
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																									Basal area diameter distribution in estimating the quality and structure of growing stockMaltamo Matti, 1998. E2 Popularised monograph
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																									Determination of spatial distribution of trees from digital aerial photographsUuttera;Janne;Haara;Arto;Tokola;Timo & Maltamo;Matti, 1998, Forest ecology and management, 110, 275-282. A1 Journal article (refereed), original research
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																									Diameter distribution models in forestry applicationsMaltamo Matti;Puumalainen Janna, 1998, Pukkala;T. & Eerikäinen;K., Modelling the growth of tree plantations and agroforestry systems in South and East Africa, 101-116. B2 Book section
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																									Differences in forest structure and landscape patterns between ownership groups in Central FinlandUuttera;Janne;Maltamo;Matti;Kurki;Sami & Mykrä;Sakari, 1998, Boreal environment research, 3, 191-200. A1 Journal article (refereed), original research
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																									Intensiivisen metsätalouden aiheuttamat muutokset metsien rakenteessaUuttera;Janne & Maltamo;Matti, 1998, Metsätieteen aikakauskirja, 3/1998, 476-479. B1 Non-refereed journal articles
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																									Methods based on k-nearest neighbor regression in the estimation of basal area diameter distributionMaltamo;M. & Kangas;A., 1998, Canadian journal of forest research-revue canadienne de recherche forestiere, 28, 8, 1107-1115. A1 Journal article (refereed), original research
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																									Static stand and tree characteristics models for Acacia mangium plantationsForss Eero;Maltamo Matti;Saramäki Jussi, 1998, Journal of Tropical Forest Science, 10, 3, 318-336. A1 Journal article (refereed), original research
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																									The angle-count sampling in description of forest stands structure.Maltamo;Matti & Uuttera;Janne, 1998, Forest and Landscape Research, 1, 447-471. A1 Journal article (refereed), original research
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																									Comparing basal area diameter distributions estimated by tree species and for the entire growing stock in a mixed standMaltamo Matti, 1997, Silva fennica, 53-65. A1 Journal article (refereed), original research
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																									Differences in forest stand structure between forest ownership groups in central FinlandMaltamo;Matti; Uuttera;Janne & Kuusela;Kullervo, 1997, . E1 Popularised article, newspaper article
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																									Männikön laatujakauman kuvaaminen oksarajatiedon avulla kuvioittaisessa arvioinnissaRouvinen Seppo;Kangas Annika;Maltamo Matti, 1997, Metsätieteen aikakauskirja, 4/1997, 477-492. A1 Journal article (refereed), original research
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																									The k-nearest-neighbour Method for Estimating Basal-Area Diameter DistributionHaara Arto;Maltamo Matti;Tokola Timo, 1997, Scandinavian journal of forest research, 12, 200-208. A1 Journal article (refereed), original research
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																									The structure of forest stands on virgin and managed peatland habitats. Comparative study between North Karelia, Finland and Republic of Karelia, Russian FederationUuttera;J.; Maltamo;M. & Hotanen;J.-P., 1997, 94, 125-138. E1 Popularised article, newspaper article
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																									The structure of forest stands on virgin and managed peatland habitats. Comparative study between North Karelia, Finland and Republic of Karelia, Russian FederationUuttera Janne;Maltamo Matti;Hotanen Juha-Pekka, 1997, Forest ecology and management, 125-138. A1 Journal article (refereed), original research
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																									The variation of mineral soil forest stand structure by forest ownership groups in five forestry districts in southern FinlandMaltamo Matti;Uuttera Janne;Kuusela Kullervo, 1997, Journal of Environmental Management, 145-167. A1 Journal article (refereed), original research
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																									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 FederationUuttera Janne;Maltamo Matti;Kuusela Kullervo, 1996, Forest ecology and management, 83, 71-85. A1 Journal article (refereed), original research
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																									Stand structure of undrained and drained peatland forests in central FinlandUuttera Janne;Maltamo Matti;Hotanen Juha-Pekka, 1996, 125-135. A3 Book section, Chapters in research books
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																									Comparison of Beta and Weibull Functions for Modelling Basal Area Diameter Distribution in Stands of Pinus sylvestris and Picea abiesMaltamo Matti;Puumalainen Janna;Päivinen Risto, 1995, Scandinavian journal of forest research, 10, 284-295. A1 Journal article (refereed), original research
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																									Impact of regeneration method on forest structure prior to first thinning. Comparative study North Karelia, Finland vs. Republic of CareliaUuttera Janne;Maltamo Matti, 1995, Silva fennica, 29, 267-285. A1 Journal article (refereed), original research
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																									Impact of regeneration method on stand structure prior to first thinning. Comparative study North Karelia, Finland vs. Republic of Karelia, Russian FederationUuttera;Janne & Maltamo;Matti, 1995, . E1 Popularised article, newspaper article
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																									Sapwood and heartwood taper in Scots pine stemsOjansuu Risto;Maltamo Matti, 1995, Canadian journal of forest research-revue canadienne de recherche forestiere, 25, 1928-1943. A1 Journal article (refereed), original research
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																									The evaluation of forest inventory designs using correlation functionsKorhonen Kari T.;Maltamo Matti, 1991, Silva fennica, 25, 77-83. A1 Journal article (refereed), original research
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																									Use of the Weibull function in estimating the basal-area diameter distributionKilkki Pekka;Maltamo Matti;Mykkänen Reijo;Päivinen Risto, 1989, Silva fennica, 23, 311-318. A1 Journal article (refereed), original research

