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Etusivu
Ihmiset
Tutkimusryhmät
Projektit
Tietoa

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Tarkenna hakuasi

Etusivu
Ihmiset
Lauri Korhonen

Lauri Korhonen

Osaston varajohtaja

Apulaisprofessori

Metsänarvioimistieteen yliopistotutkija

Metsätieteiden osasto, Luonnontieteiden, metsätieteiden ja tekniikan tiedekunta

lauri.korhonen@uef.fi | 050 466 5259

Tiedot Julkaisut

Erikoisalana metsien kaukokartoitus, erityisesti laserkeilaus ja satelliittikuvat.

Tutkimusryhmät

Metsänarvioinnin tutkimusryhmä 01.01.2000 -

Projektit

Vertaisopettajat yliopisto-opetuksessa Päättynyt 01.09.2023 - 30.06.2024

Avainsanat

icesat-2 kaukokartoitus Landsat laserkeilaus LiDAR metsänarviointi satelliittikuvat Sentinel-2

Julkaisut

97/97 kappaletta

Estimating timber assortment reduction and sawlog proportions with the application of harvester measurements and open big geodata
Vähä-Konka, Ville; Korhonen, Lauri; Kärhä, Kalle; Maltamo, Matti. 2025. Trees, forests and people. 20: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Miten lehtialaindeksitietoa voitaisiin kerätä kansalaistieteen ja pelillistämisen avulla?
Zhang, Shaohui; Korhonen, Lauri; Nummenmaa, Timo; Bianchi, Simone; Maltamo, Matti. 2025. Metsätieteen aikakauskirja. 2025: . 25001 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Band configurations and seasonality influence the predictions of common boreal tree species using UAS image data
Kukkonen, Mikko; Myllymäki, Mari; Räty, Janne; Varvia, Petri; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2024. Annals of forest science. 81: . 31 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Comparison of Semi-physical and Empirical Models in the Estimation of Boreal Forest Leaf Area Index and Clumping with Airborne Laser Scanning Data
Zhang, 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: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
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 Kirjoitus tieteellisessä aikakauslehdessä
Effects of model-overfit on model-assisted forest inventory in boreal forests with remote sensing data
Cosenza, Diogo N; Saarela, Svetlana; Strunk, Jacob; Korhonen, Lauri; Maltamo, Matti; Packalen, Petteri. 2024. Forestry. [Epub ahead of print 1 Nov 2024]: 1-15 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Estimating the accuracy of smartphone app-based removal estimates against actual wood-harvesting data from clear cuttings
Vähä-Konka, Ville; Korhonen, Lauri; Kärhä, Kalle; Maltamo, Matti. 2024. Iforest-biogeosciences and forestry. 17: 140-147 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Estimation of boreal forest biomass from ICESat-2 data using hierarchical hybrid inference
Varvia, Petri; Saarela, Svetlana; Maltamo, Matti; Packalen, Petteri; Gobakken, Terje; Næsset, Erik; Ståhl, Göran; Korhonen, Lauri. 2024. Remote sensing of environment. 311: . 114249 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
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: . 24044 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Improving airborne laser scanning-based species-specific forest volume estimation using sentinel-2 time series
Mäkinen, Katri; Korhonen, Lauri; Maltamo, Matti. 2024. European journal of remote sensing. 57: . 2422315 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
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: . 23042 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Kaukokartoitus ja metsäkoneiden sensorit metsien monimuotoisuusindikaattorien seurannassa
Korhonen, Lauri; Kärhä, Kalle; Maltamo, Matti; Malinen, Jukka; Hyyppä, Juha; Kaartinen, Harri; Toivonen, Janne; Packalen, Petteri; Koivula, Matti. 2024. Metsätieteen aikakauskirja. 2024: . 23010 A2 Katsausartikkeli tieteellisessä aikakauslehdessä
Nationwide estimation of boreal forest above-ground biomass using ICESat-2 data
Korhonen, Lauri; Saarela, Svetlana; Maltamo, Matti; Packalen, Petteri; Popescu, Sorin; Varvia, Petri. 2024. abstract
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: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Estimating Crown Biomass in a Multilayered Fir Forest Using Airborne LiDAR Data
Georgopoulos, Nikos; Gitas, Ioannis Z; Korhonen, Lauri; Antoniadis, Konstantinos; Stefanidou, Alexandra. 2023. Remote sensing. 15: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Evaluation of a forest radiative transfer model using an extensive boreal forest inventory database
Gopalakrishnan, Ranjith; Korhonen, Lauri; Mõttus, Matti; Rautiainen, Miina; Hovi, Aarne; Mehtätalo, Lauri; Maltamo, Matti; Peltola, Heli; Packalen, Petteri. 2023. Science of remote sensing. 8: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
First validation of Earth Reflector Type Index (p) parameter from DSCOVR EPIC VESDR data product using Terrestrial Ecosystem Research Network observing sites in Australia
Pisek, Jan; Odera, Catherine Akinyi; Kaha, Mihkel; Korhonen, Lauri; Erb, Angela; Marshak, Alexander; Knyazikhin, Yuri. 2023. Remote sensing of environment. 288: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Three-phase hierarchical model-based and hybrid inference
Saarela, Svetlana; Varvia, Petri; Korhonen, Lauri; Yang, Zhiqiang; Patterson, Paul L; Gobakken, Terje; Næsset, Erik; Healey, Sean P; Ståhl, Göran. 2023. MethodsX. 11: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Airborne Measurements of Surface Albedo and Leaf Area Index of Snow‐Covered Boreal Forest
Manninen, Terhikki; Roujean, Jean‐Louis; Hautecoeur, Olivier; Riihelä, Aku; Lahtinen, Panu; Jääskeläinen, Emmihenna; Siljamo, Niilo; Anttila, Kati; Sukuvaara, Timo; Korhonen, Lauri. 2022. Journal of geophysical research : atmospheres. 127: . e2021JD035376 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Detection of standing retention trees in boreal forests with airborne laser scanning point clouds and multispectral imagery
Hardenbol, Alwin A; Korhonen, Lauri; Kukkonen, Mikko; Maltamo, Matti. 2022. Methods in ecology and evolution. [Published online: 18 October 2022]: 1-13 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Does growing atmospheric CO2 explain increasing carbon sink in a boreal coniferous forest?
Launiainen, Samuli; Katul, Gabriel G.; Leppä, Kersti; Kolari, Pasi; Aslan, Toprak; Grönholm, Tiia; Korhonen, Lauri; Mammarella, Ivan; Vesala, Timo. 2022. Global change biology. 28: 2910-2929 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Effects of numbers of observations and predictors for various model types on the performance of forest inventory with airborne laser scanning
Cosenza, 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: 385-395 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Estimation of periodic annual increment of tree ring widths by airborne laser scanning
Maltamo, Matti; Vartiainen, Petteri; Packalen, Petteri; Korhonen, Lauri. 2022. Canadian journal of forest research-revue canadienne de recherche forestiere. 52: 644-651 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Evaluation of UAS LiDAR data for tree segmentation and diameter estimation in boreal forests using trunk- and crown-based methods
Kukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2022. Canadian journal of forest research-revue canadienne de recherche forestiere. 52: 674-684 A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
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: A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
A Comparison of Linear-Mode and Single-Photon Airborne LiDAR in Species-Specific Forest Inventories
Räty, Janne; Varvia, Petri; Korhonen, Lauri; Savolainen, Pekka; Maltamo, Matti; Packalen, Petteri. 2021. IEEE transactions on geoscience and remote sensing
Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal Forests
Kuzmin, Anton; Korhonen, Lauri; Kivinen, Sonja; Hurskainen, Pekka; Korpelainen, Pasi; Tanhuanpää, Topi; Maltamo, Matti; Vihervaara, Petteri; Kumpula, Timo. 2021. Remote sensing
Detection of aspen in conifer-dominated boreal forests with seasonal multispectral drone image point clouds
Hardenbol, AA; Kuzmin, A; Korhonen, L; Korpelainen, P; Kumpula, T; Maltamo, M; Kouki, J. 2021. Silva fennica
Estimation of Individual Tree Stem Biomass in an Uneven-Aged Structured Coniferous Forest Using Multispectral LiDAR Data
Georgopoulos, Nikos; Gitas, Ioannis Z; Stefanidou, Alexandra; Korhonen, Lauri; Stavrakoudis, Dimitris. 2021. Remote sensing
Fusion of crown and trunk detections from airborne UAS based laser scanning for small area forest inventories
Kukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2021. International journal of applied earth observation and geoinformation
Haapojen tunnistaminen havupuuvaltaisessa vanhassa metsässä eri vuodenaikojen droonikuva-aineistoista
Hardenbol, Alwin A; Kuzmin, Anton; Korhonen, Lauri; Korpelainen, Pasi; Kumpula, Timo; Maltamo, Matti; Kouki, Jari. 2021. Metsätieteen aikakauskirja
Prediction error aggregation behaviour for remote sensing augmented forest inventory approaches
Kotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Strunk, Jacob L; Packalen, Petteri. 2021. Forestry
Retrieval and validation of forest background reflectivity from daily Moderate Resolution Imaging Spectroradiometer (MODIS) bidirectional reflectance distribution function (BRDF) data across European forests
Pisek, Jan; Erb, Angela; Korhonen, Lauri; Biermann, Tobias; Carrara, Arnaud; Cremonese, Edoardo; Cuntz, Matthias; Fares, Silvano; Gerosa, Giacomo; Grünwald, Thomas; Hase, Niklas; Heliasz, Michal; Ibrom, Andreas; Knohl, Alexander; Kobler, Johannes; Kruijt, Bart; Lange, Holger; Leppänen, Leena; Limousin, Jean-Marc; Serrano, Francisco; Ramon Lopez et al.. 2021. Biogeosciences
Transferability of ALS-based forest attribute models when predicting with drone-based image point cloud data
Toivonen, Janne; Korhonen, Lauri; Kukkonen, Mikko; Kotivuori, Eetu; Maltamo, Matti; Packalen, Petteri. 2021. International journal of applied earth observation and geoinformation
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
Comparison of linear regression, k-nearest neighbor, and random forest methods in airborne laser scanning-based prediction of growing stock
Cosenza, Diogo N; Korhonen, Lauri; Maltamo, Matti; Packalen, Petteri; Strunk, Jacob L; Næsset, Erik; Gobakken, Terje; Soares, Paula; Tomé, Margarida. 2020. Forestry
Direct Estimation of Forest Leaf Area Index based on Spectrally Corrected Airborne LiDAR Pulse Penetration Ratio
Qu, Y; Shaker, A; Korhonen, L; Silva, CA; Jia, K; Tian, L; Song, J. 2020. Remote sensing
Estimation of forest leaf area index based on spectrally corrected airborne LiDAR pulse penetration index by intensity of point cloud
Tian, Luo; Qu, Yonghua; Korhonen, Lauri; Korpela, Ilkka; Heiskanen, Janne. 2020. Yaogan xuebao
Forest inventories for small areas using drone imagery without in-situ field measurements
Kotivuori, Eetu; Kukkonen, Mikko; Mehtätalo, Lauri; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2020. Remote sensing of environment
LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest
Stefanidou, Alexandra; Gitas, Ioannis Z; Korhonen, Lauri; Stavrakoudis, Dimitris; Georgopoulos, Nikos. 2020. Remote sensing
Multispectral LiDAR-Based Estimation of Surface Fuel Load in a Dense Coniferous Forest
Stefanidou, Alexandra; Gitas, loannis Z; Korhonen, Lauri; Georgopoulos, Nikos; Stavrakoudis, Dimitris. 2020. Remote sensing
Predicting stand age in managed forests using National Forest Inventory field data and airborne laser scanning
Maltamo, Matti; Kinnunen, Hermanni; Kangas, Annika; Korhonen, Lauri. 2020. Forest ecosystems
Prediction of forest canopy fuel parameters in managed boreal forests using multispectral and unispectral airborne laser scanning data and aerial images
Maltamo, M; Räty, J; Korhonen, L; Kotivuori, E; Kukkonen, M; Peltola, H; Kangas, J; Packalen, P. 2020. European journal of remote sensing
Bayesian inversion of a forest reflectance model using Sentinel-2 and Landsat 8 satellite images
Schraik, Daniel; Varvia, Petri; Korhonen, Lauri; Rautiainen, Miina. 2019. Journal of quantitative spectroscopy and radiative transfer
Comparison of multispectral airborne laser scanning and stereo matching of aerial images as a single sensor solution to forest inventories by tree species
Kukkonen, Mikko; Maltamo; Matti; Korhonen, Lauri; Packalen, Petteri. 2019. Remote sensing of environment
Laserkeilauspohjaisten puutason sekamallien soveltaminen ja kalibrointi inventointialueiden välillä
Korhonen, L; Repola, J; Karjalainen, T; Packalen, P; Maltamo, M. 2019. Metsätieteen aikakauskirja
Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition
Kukkonen, Mikko; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2019. IEEE transactions on geoscience and remote sensing
The transferability of airborne laser scanning based tree-level models between different inventory areas
Karjalainen, Tomi; Korhonen, Lauri; Packalen, Petteri; Maltamo, Matti. 2019. Canadian journal of forest research-revue canadienne de recherche forestiere
Transferability and calibration of airborne laser scanning based mixed-effects models to estimate the attributes of sawlog-sized Scots pines
Korhonen, L; Repola, J; Karjalainen, T; Packalen, P; Maltamo, M. 2019. Silva fennica
Using LiDAR-modified topographic wetness index, terrain attributes with leaf area index to improve a single-tree growth model in south-eastern Finland
Mohamedou, Cheikh; Korhonen, Lauri; Eerikäinen, Kalle; Tokola, Timo. 2019. Forestry
Calibration of nationwide airborne laser scanning based stem volume models
Kotivuori, Eetu; Maltamo, Matti; Korhonen, Lauri; Packalen, Petteri. 2018. Remote Sensing of Environment
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
Application of 3D triangulations of airborne laser scanning data to estimate boreal forest leaf area index
Majasalmi T, Korhonen L, Korpela I, Vauhkonen J. 2017. International journal of applied earth observation and geoinformation
Assessing the performance of aerial image point cloud and spectral metrics in predicting boreal forest canopy cover
Melin M, Korhonen L, Kukkonen M, Packalen P. 2017. Isprs journal of photogrammetry and remote sensing
Comparison of Sentinel-2 and Landsat 8 in the estimation of boreal forest canopy cover and leaf area index
Korhonen L, Hadi, Packalen P, Rautiainen M. 2017. Remote Sensing of Environment
Digital photography for tracking the phenology of an evergreen conifer stand
Lang M, Nilson T, Kuusk A, Pisek J, Korhonen L, Uri V. 2017. Agricultural and forest meteorology
Estimating the beyond-shoot foliage clumping at two contrasting points in the growing season using a variety of field-based methods
Raabe Kairi, Pisek Jan, Lang Mait, Korhonen Lauri. 2017. Trees-structure and function
Forest canopy structure and reflectance in humid tropical Borneo: A physically-based interpretation using spectral invariants
Hadi, Pfeifer Marion, Korhonen Lauri, Wheeler Charlotte, Rautiainen Miina. 2017. Remote Sensing of Environment
Automatic segment-level tree species recognition using high resolution aerial winter imagery
Kuzmin Anton, Korhonen Lauri, Manninen Terhikki, Maltamo Matti. 2016. European journal of remote sensing
Nationwide airborne laser scanning based models for volume, biomass and dominant height in Finland
Kotivuori E, Korhonen L, Packalen P. 2016. Silva fennica
Predicting the occurrence of large-diameter trees using airborne laser scanning
Korhonen Lauri, Salas Christian, Østgård Torgrim, Lien Vegard, Gobakken Terje, Næssetc Erik. 2016. Canadian journal of forest research-revue canadienne de recherche forestiere
Quantifying the missing link between forest albedo and productivity in the boreal zone
Hovi A, Liang J, Korhonen L, Kobayashi H, Rautiainen M. 2016. BIOGEOSCIENCES
Structural factors driving boreal forest albedo in Finland
Kuusinen N, Stenberg P, Korhonen L, Rautiainen M, Tomppo E. 2016. Remote Sensing of Environment
Suomen valtakunnalliset laserkeilauspohjaiset puuston tilavuus-, biomassa- ja valtapituusmallit
Kotivuori Eetu, Korhonen Lauri, Packalen Petteri. 2016. Metsätieteen aikakauskirja
The accuracy of large-area forest canopy cover estimation using Landsat in boreal region
Hadi, Korhonen L, Hovi A, Rönnholm P, Rautiainen M. 2016. International journal of applied earth observation and geoinformation
Tracking the seasonal dynamics of boreal forest photosynthesis using EO-1 Hyperion reflectance: sensitivity to structural and illumination effects
Hernández-Clemente R, Kolari P, Porcar-Castell A, Korhonen L, Mõttus M. 2016. IEEE transactions on geoscience and remote sensing
Inventory of aspen trees in spruce dominated stands in conservation area
Maltamo Matti, Pesonen Annukka, Korhonen Lauri, Kouki Jari, Vehmas Mikko, Eerikäinen Kalle. 2015. Forest ecosystems
LiDAR waveform features for tree species classification and their sensitivity to tree- and acquisition related parameters
Hovi Aarne, Korhonen Lauri, Vauhkonen Jari, Korpela Ilkka. 2015. Remote Sensing of Environment
Tropical forest canopy cover estimation using satellite imagery and airborne lidar reference data
Korhonen Lauri, Ali-Sisto Daniela, Tokola Timo. 2015. Silva fennica
Use of airborne lidar for estimating canopy gap fraction and leaf area index of tropical montane forests
Heiskanen Janne, Korhonen Lauri, Hietanen Jesse, Pellikka Petri KE. 2015. International journal of remote sensing
Bayesian Approach to Tree Detection Based on Airborne Laser Scanning Data
Lähivaara Timo, Seppänen Aku, Kaipio Jari, Vauhkonen Jari, Korhonen Lauri, Tokola Timo, Maltamo Matti. 2014. IEEE transactions on geoscience and remote sensing
Effect of field plot location on estimating tropical forest above-ground biomass in Nepal using airborne laser scanning data
Parvez Rana, Lauri Korhonen, Basanta Gautam, Timo Tokola. 2014. Isprs journal of photogrammetry and remote sensing
Estimation of canopy cover, gap fraction and leaf area index with airborne laser scanning
Korhonen Lauri, Morsdorf Felix. 2014. Managing Forest Ecosystems
Backscattering of individual LiDAR pulses from forest canopies explained by photogrammetrically derived vegetation structure
Korpela I, Hovi A, Korhonen, L. 2013. Isprs journal of photogrammetry and remote sensing
Detection of the need for seedling stand tending using high-resolution remote sensing data
Korhonen L, Pippuri I, Packalén P, Heikkinen V, Maltamo M, Heikkilä J. 2013. Silva fennica
Estimation of tree crown volume from airborne lidar data using computational geometry
Korhonen L, Vauhkonen J, Virolainen A, Hovi A, Korpela I. 2013. International journal of remote sensing
Laser-assisted selection of field plots for an area-based forest inventory
Gobakken T, Korhonen L, Næsset E. 2013. Silva fennica
Modelling lidar-derived boreal forest canopy cover with SPOT 4 HRVIR data
Korhonen L, Heiskanen J, Korpela I. 2013. International journal of remote sensing
Predicting forest growth based on airborne LiDAR data, climate data and simplified process-based model
Härkönen S, Tokola T, Packalén P, Korhonen L, Mäkelä A. 2013. Canadian journal of forest research-revue canadienne de recherche forestiere
Retrieving vegetation clumping index from Multi-angle Imaging SpectroRadiometer (MISR) data at 275 m resolution
Pisek J, Ryu Y, Sprintsin M, He L, Oliphant AJ, Korhonen L, Kuusk J, Kuusk A, Bergström R, Verrelst J, Alikas K. 2013. Remote Sensing of Environment
Taimikonhoitotarpeen määrittäminen korkean resoluution kaukokartoitusaineistojen avulla
Korhonen L, Pippuri I, Packalén P, Heikkinen V, Maltamo M, Heikkilä J. 2013. Metsätieteen aikakauskirja
Training Area Concept in a Two-Phase Biomass Inventory Using Airborne Laser Scanning and RapidEye Satellite Data
Rana P, Tokola T, Korhonen L, Xu Q, Kumpula T, Vihervaara P, Mononen L. 2013. Remote sensing
Airborne estimation of boreal forest LAI in winter conditions: a test using summer and winter ground truth
Manninen Terhikki, Korhonen Lauri, Voipio Pekka, Lahtinen Panu, Stenberg Pauline. 2012. IEEE transactions on geoscience and remote sensing
Bayesian approach to tree detection with airborne laser scanning
Lähivaara T, Seppänen A, Kaipio J.P, Vauhkonen J, Korhonen L, Tokola T, Maltamo M. 2012.
Seasonal changes in canopy leaf area index and MODIS vegetation products for a boreal forest site in central Finland
Rautiainen Miina, Heiskanen Janne, Korhonen Lauri. 2012. Boreal environment research
Seasonal variation of MODIS LAI for a boreal forest site in Finland
Heiskanen Janne, Rautiainen Miina, Stenberg Pauline, Mõttus Matti, Vesanto Veli-Heikki, Majasalmi Titta, Korhonen Lauri. 2012. Remote Sensing of Environment
Airborne discrete-return LiDAR data in the estimation of vertical canopy cover, angular canopy closure and leaf area index
Korhonen Lauri, Korpela Ilkka, Heiskanen Janne, Maltamo Matti. 2011. Remote Sensing of Environment
Comparison of methods for measuring gap size distribution and canopy nonrandomness at Järvselja RAMI (RAdiation transfer Model Intercomparison) test sites
Pisek J, Lang M, Nilson T, Korhonen L & Karu H. 2011. Agricultural and forest meteorology
Latvuspeittävyys, sen mittaaminen ja kansainvälinen metsän määritelmä
Korhonen Lauri. 2011. Metsätieteen aikakauskirja
Retrieval of boreal forest LAI using a forest reflectance model and empirical regressions
Heiskanen Janne, Rautiainen Miina, Korhonen Lauri, Mõttus Matti, Stenberg Pauline. 2011. International journal of applied earth observation and geoinformation
Automated Analysis of in Situ Canopy Images for the Estimation of Forest Canopy Cover
Korhonen, Lauri & Heikkinen, Jaakko. 2009. Forest science
Leaf Area Index (LAI) Estimation of Boreal Forest Using Wide Optics Airborne Winter Photos
Manninen, Terhikki; Korhonen, Lauri; Voipio, Pekka; Lahtinen, Panu; Stenberg, Pauline. 2009. Remote sensing
A relascope for measuring canopy cover
Pauline Stenberg, Lauri Korhonen, and Miina Rautiainen. 2008. Canadian journal of forest research-revue canadienne de recherche forestiere
Metsän kaukokartoituksen perustutkimus?
Miina Rautiainen, Pauline Stenberg, Janne Heiskanen, Matti Mõttus, Lauri Korhonen, Jouni Peltoniemi, Juha Suomalainen, Sanna Kaasalainen ja Terhikki Manninen. 2008. Metsätieteen aikakauskirja
The use of airborne laser scanning to estimate sawlog volumes
Korhonen Lauri, Peuhkurinen Jussi, Malinen Jukka, Suvanto Aki, Maltamo Matti, Packalen Petteri and Kangas Jyrki. 2008. Forestry
Local models for forest canopy cover with beta regression
Korhonen Lauri;Korhonen Kari T.;Stenberg Pauline;Maltamo Matti ja Rautiainen Miina. 2007. Silva fennica
Estimation of forest canopy cover: a comparison of field measurement techniques
Korhonen Lauri;Korhonen Kari T.;Rautiainen Miina & Stenberg Pauline. 2006. Silva fennica

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Tekninen tallennus tai pääsy on tarpeen laillisessa tarkoituksessa sellaisten asetusten tallentamiseen, joita tilaaja tai käyttäjä ei ole pyytänyt.

Tilastot Tilastot

Tekninen tallennus tai pääsy, jota käytetään yksinomaan tilastollisiin tarkoituksiin. Tekninen tallennus tai pääsy, jota käytetään yksinomaan anonyymeihin tilastollisiin tarkoituksiin. Ilman haastetta, Internet-palveluntarjoajasi vapaaehtoista suostumusta tai kolmannen osapuolen lisätietueita pelkästään tähän tarkoitukseen tallennettuja tai haettuja tietoja ei yleensä voida käyttää tunnistamaan sinua.

Markkinointi Markkinointi

Teknistä tallennustilaa tai pääsyä tarvitaan käyttäjäprofiilien luomiseen mainosten lähettämistä varten tai käyttäjän seuraamiseksi verkkosivustolla tai useilla verkkosivustoilla vastaavia markkinointitarkoituksia varten.

Näytä asetukset

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Tarkenna hakuasi

Lauri Korhonen

Tutkimusryhmät

Projektit

Avainsanat

Estimating timber assortment reduction and sawlog proportions with the application of harvester measurements and open big geodata

Miten lehtialaindeksitietoa voitaisiin kerätä kansalaistieteen ja pelillistämisen avulla?

Band configurations and seasonality influence the predictions of common boreal tree species using UAS image data

Comparison of Semi-physical and Empirical Models in the Estimation of Boreal Forest Leaf Area Index and Clumping with Airborne Laser Scanning Data

Drooni-aineistoon perustuva yksinpuintulkinta: kuinka hyödyntää kuviokohtaisia läpimittamittauksia kalibroinnissa?

Effects of model-overfit on model-assisted forest inventory in boreal forests with remote sensing data

Estimating the accuracy of smartphone app-based removal estimates against actual wood-harvesting data from clear cuttings

Estimation of boreal forest biomass from ICESat-2 data using hierarchical hybrid inference

How to implement the data collection of leaf area index by means of citizen science and forest gamification?

Improving airborne laser scanning-based species-specific forest volume estimation using sentinel-2 time series

Individual tree inventory based on uncrewed aerial vehicle data: how to utilise stand-wise field measurements of diameter for calibration?

Kaukokartoitus ja metsäkoneiden sensorit metsien monimuotoisuus­indikaattorien seurannassa

Nationwide estimation of boreal forest above-ground biomass using ICESat-2 data

Can models for forest attributes based on airborne laser scanning be generalized for different silvicultural management systems?

Estimating Crown Biomass in a Multilayered Fir Forest Using Airborne LiDAR Data

Evaluation of a forest radiative transfer model using an extensive boreal forest inventory database

First validation of Earth Reflector Type Index (p) parameter from DSCOVR EPIC VESDR data product using Terrestrial Ecosystem Research Network observing sites in Australia

Three-phase hierarchical model-based and hybrid inference

Airborne Measurements of Surface Albedo and Leaf Area Index of Snow‐Covered Boreal Forest

Detection of standing retention trees in boreal forests with airborne laser scanning point clouds and multispectral imagery

Does growing atmospheric CO2 explain increasing carbon sink in a boreal coniferous forest?

Effects of numbers of observations and predictors for various model types on the performance of forest inventory with airborne laser scanning

Estimation of periodic annual increment of tree ring widths by airborne laser scanning

Evaluation of UAS LiDAR data for tree segmentation and diameter estimation in boreal forests using trunk- and crown-based methods

How to consider the effects of time of day, beam strength, and snow cover in ICESat-2 based estimation of boreal forest biomass?

A Comparison of Linear-Mode and Single-Photon Airborne LiDAR in Species-Specific Forest Inventories

Detection of European Aspen (Populus tremula L.) Based on an Unmanned Aerial Vehicle Approach in Boreal Forests

Detection of aspen in conifer-dominated boreal forests with seasonal multispectral drone image point clouds

Estimation of Individual Tree Stem Biomass in an Uneven-Aged Structured Coniferous Forest Using Multispectral LiDAR Data

Fusion of crown and trunk detections from airborne UAS based laser scanning for small area forest inventories

Haapojen tunnistaminen havupuuvaltaisessa vanhassa metsässä eri vuodenaikojen droonikuva-aineistoista

Prediction error aggregation behaviour for remote sensing augmented forest inventory approaches

Retrieval and validation of forest background reflectivity from daily Moderate Resolution Imaging Spectroradiometer (MODIS) bidirectional reflectance distribution function (BRDF) data across European forests

Transferability of ALS-based forest attribute models when predicting with drone-based image point cloud data

Volumes by tree species can be predicted using photogrammetric UAS data, Sentinel-2 images and prior field measurements.

Comparison of linear regression, k-nearest neighbor, and random forest methods in airborne laser scanning-based prediction of growing stock

Direct Estimation of Forest Leaf Area Index based on Spectrally Corrected Airborne LiDAR Pulse Penetration Ratio

Estimation of forest leaf area index based on spectrally corrected airborne LiDAR pulse penetration index by intensity of point cloud

Forest inventories for small areas using drone imagery without in-situ field measurements

LiDAR-Based Estimates of Canopy Base Height for a Dense Uneven-Aged Structured Forest

Multispectral LiDAR-Based Estimation of Surface Fuel Load in a Dense Coniferous Forest

Predicting stand age in managed forests using National Forest Inventory field data and airborne laser scanning

Prediction of forest canopy fuel parameters in managed boreal forests using multispectral and unispectral airborne laser scanning data and aerial images

Bayesian inversion of a forest reflectance model using Sentinel-2 and Landsat 8 satellite images

Comparison of multispectral airborne laser scanning and stereo matching of aerial images as a single sensor solution to forest inventories by tree species

Laserkeilauspohjaisten puutason sekamallien soveltaminen ja kalibrointi inventointialueiden välillä

Multispectral Airborne LiDAR Data in the Prediction of Boreal Tree Species Composition

The transferability of airborne laser scanning based tree-level models between different inventory areas

Transferability and calibration of airborne laser scanning based mixed-effects models to estimate the attributes of sawlog-sized Scots pines

Using LiDAR-modified topographic wetness index, terrain attributes with leaf area index to improve a single-tree growth model in south-eastern Finland

Calibration of nationwide airborne laser scanning based stem volume models

How much can airborne laser scanning based forest inventory by tree species benefit from auxiliary optical data?

Application of 3D triangulations of airborne laser scanning data to estimate boreal forest leaf area index

Assessing the performance of aerial image point cloud and spectral metrics in predicting boreal forest canopy cover

Comparison of Sentinel-2 and Landsat 8 in the estimation of boreal forest canopy cover and leaf area index

Digital photography for tracking the phenology of an evergreen conifer stand

Estimating the beyond-shoot foliage clumping at two contrasting points in the growing season using a variety of field-based methods

Forest canopy structure and reflectance in humid tropical Borneo: A physically-based interpretation using spectral invariants

Automatic segment-level tree species recognition using high resolution aerial winter imagery

Nationwide airborne laser scanning based models for volume, biomass and dominant height in Finland

Predicting the occurrence of large-diameter trees using airborne laser scanning

Quantifying the missing link between forest albedo and productivity in the boreal zone

Structural factors driving boreal forest albedo in Finland

Suomen valtakunnalliset laserkeilauspohjaiset puuston tilavuus-, biomassa- ja valtapituusmallit

The accuracy of large-area forest canopy cover estimation using Landsat in boreal region

Tracking the seasonal dynamics of boreal forest photosynthesis using EO-1 Hyperion reflectance: sensitivity to structural and illumination effects

Inventory of aspen trees in spruce dominated stands in conservation area

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

Tropical forest canopy cover estimation using satellite imagery and airborne lidar reference data

Use of airborne lidar for estimating canopy gap fraction and leaf area index of tropical montane forests

Bayesian Approach to Tree Detection Based on Airborne Laser Scanning Data

Effect of field plot location on estimating tropical forest above-ground biomass in Nepal using airborne laser scanning data

Estimation of canopy cover, gap fraction and leaf area index with airborne laser scanning

Backscattering of individual LiDAR pulses from forest canopies explained by photogrammetrically derived vegetation structure

Detection of the need for seedling stand tending using high-resolution remote sensing data

Kaukokartoitus ja metsäkoneiden sensorit metsien monimuotoisuusindikaattorien seurannassa