Markus Holopainen

Christer Carlsson, Kaj-Mikael Björk, Hannu T. Toivonen, 2014, 2014 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO).

Area-Based Mapping of Defoliation of Scots Pine Stands Using Airborne Scanning LiDAR

Juha Hyyppä, Hannu Hyyppä, Michael A. Wulder, 2013, Remote. Sens..

Retrieval of Forest Aboveground Biomass and Stem Volume with Airborne Scanning LiDAR

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2013, Remote. Sens..

Crisis Modeler: A Tool for Exploring Crisis Predictions

Markus Holopainen, Peter Sarlin, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

Quantitative Assessment of Scots Pine (Pinus Sylvestris L.) Whorl Structure in a Forest Environment Using Terrestrial Laser Scanning

Juha Hyyppä, Xinlian Liang, Yunsheng Wang, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

Juha Hyyppä, Eija Honkavaara, Teemu Hakala, 2018, Remote. Sens..

Accuracy of Kinematic Positioning Using Global Satellite Navigation Systems under Forest Canopies

Juha Hyyppä, Jingbin Liu, Xiaowei Yu, 2015 .

Automated Stem Curve Measurement Using Terrestrial Laser Scanning

Juha Hyyppä, Xiaowei Yu, Xinlian Liang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Korkearesoluutioisten E-SAR-tutkakuvien tarkkuus puustotunnusten koealatason estimoinnissa

Teppo Hujala, Juha Hyyppä, Hannu Hyyppä, 2009 .

The effect of TLS point cloud sampling on tree detection and diameter measurement accuracy

Juha Hyyppä, Ville Kankare, Markus Holopainen, 2016 .

Validation of Mobile Laser Scanning for Understory Tree Characterization in Urban Forest

Yi Lin, Juha Hyyppä, Ville Kankare, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Area-Based Approach for Mapping and Monitoring Riverine Vegetation Using Mobile Laser Scanning

Anttoni Jaakkola, Harri Kaartinen, Antero Kukko, 2013, Remote. Sens..

Forestry research as a basis for GIS related teaching at the University of Helsinki

Teppo Hujala, Markus Holopainen, Juhana Nieminen, 2005 .

Comparing Accuracy of Airborne Laser Scanning and TerraSAR-X Radar Images in the Estimation of Plot-Level Forest Variables

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2010, Remote. Sens..

Utilizing Sentinel-1A Radar Images for Large-Area Land Cover Mapping with Machine-learning Methods

Jussi Rasinmäki, Markus Holopainen, Mohammad Imangholiloo, 2019 .

Transmittance of Airborne Laser Scanning Pulses for Boreal Forest Elevation Modeling

Juha Hyyppä, Xiaowei Yu, Markus Holopainen, 2011, Remote. Sens..

An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning

Juha Hyyppä, Christian Heipke, Xiaowei Yu, 2012, Remote. Sens..

Accuracy of High-Altitude Photogrammetric Point Clouds in Mapping

Juha Hyyppä, Eija Honkavaara, Ninni Saarinen, 2017 .

The Hidden Cairns - A Case Study of Drone-Based ALS as an Archaeological Site Survey Method

Markus Holopainen, Johanna Roiha, Einari Heinaro, 2021, Remote. Sens..

Comparison of various sources of uncertainty in stand-level net present value estimates

Antti Mäkinen, Jussi Rasinmäki, Markus Holopainen, 2010 .

Effect of data acquisition accuracy on timing of stand harvests and expected net present value.

Markus Holopainen, Mervi Talvitie, M. Holopainen, 2006 .

Assessment of Low Density Full-Waveform Airborne Laser Scanning for Individual Tree Detection and Tree Species Classification

Juha Hyyppä, Xiaowei Yu, Paula Litkey, 2014 .

Evaluation of a Smartphone App for Forest Sample Plot Measurements

Juha Hyyppä, Ninni Saarinen, Markus Holopainen, 2015 .

Toward Robust Early-Warning Models: A Horse Race, Ensembles and Model Uncertainty

Markus Holopainen, Peter Sarlin, M. Holopainen, 2015 .

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

Juha Hyyppä, Hannu Hyyppä, Jari Vauhkonen, 2015 .

Performance of airborne laser scanning- and aerial photograph-based statistical and textural features in forest variable estimation

Sakari Tuominen, Markus Holopainen, Risto Viitala, 2008 .

Mobile terrestrial laser scanning in urban tree inventory.

Juha Hyyppä, Harri Kaartinen, Antero Kukko, 2011 .

FOREST INVENTORY ATTRIBUTE ESTIMATION USING AIRBORNE LASER SCANNING, AERIAL STEREO IMAGERY, RADARGRAMMETRY AND INTERFEROMETRY–FINNISH EXPERIENCES OF THE 3D TECHNIQUES

Juha Hyyppä, Eija Honkavaara, Sanna Kaasalainen, 2015 .

Using multi-source data to map and model the predisposition of forests to wind disturbance

Juha Hyyppä, Eija Honkavaara, Paula Litkey, 2016 .

Feasibility of Terrestrial laser scanning for collecting stem volume information from single trees

Juha Hyyppä, Xiaowei Yu, Anttoni Jaakkola, 2017 .

Site type estimation using airborne laser scanning and stand register data

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2010 .

Inventory of sparse forest populations using adaptive cluster sampling

Markus Holopainen, Mervi Talvitie, M. Holopainen, 2006 .

Mapping of urban roadside trees – A case study in the tree register update process in Helsinki City

Juha Hyyppä, Hannu Hyyppä, Ville Kankare, 2014 .

Comparison between an area-based and individual tree detection method for low-pulse density als-based forest inventory

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2009 .

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

Jari Vauhkonen, Ville Kankare, Markus Holopainen, 2016 .

AREA-BASED SNOW DAMAGE CLASSIFICATION OF FOREST CANOPIES USING BI-TEMPORAL LIDAR DATA

Markus Holopainen, Mikko Vastaranta, Ilkka Korpela, 2012 .

The potential of dual-wavelength terrestrial lidar in early detection of Ips typographus (L.) infestation – Leaf water content as a proxy

Juha Hyyppä, Harri Kaartinen, Hannu Hyyppä, 2019, Remote Sensing of Environment.

Mapping of snow-damaged trees based on bitemporal airborne LiDAR data

Markus Holopainen, Mikko Vastaranta, Ilkka Korpela, 2011, European Journal of Forest Research.

Tree biomass estimation using ALS features.

Juha Hyyppä, Ville Kankare, Markus Holopainen, 2011 .

Arctic Mackenzie Delta channel planform evolution during 1983–2013 utilising Landsat data and hydrological time series

Juha Hyyppä, David Gustafsson, Berit Arheimer, 2017 .

Updating forest resource data by using ALS measurements and information collected with a harvester

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2009 .

Uncertainty in timber assortment estimates predicted from forest inventory data

Juha Hyyppä, Xiaowei Yu, Antti Mäkinen, 2010, European Journal of Forest Research.

Radiometric correction of multitemporal hyperspectral uas image mosaics of seedling stands

Eija Honkavaara, Teemu Hakala, Roope Näsi, 2017 .

Single-scan TLS methods for forest parameter retrieval

Juha Hyyppä, Xinlian Liang, Harri Kaartinen, 2008 .

Examining Changes in Stem Taper and Volume Growth with Two-Date 3D Point Clouds

Juha Hyyppä, Harri Kaartinen, Antero Kukko, 2019, Forests.

UAV-BASED PHOTOGRAMMETRIC POINT CLOUDS AND HYPERSPECTRAL IMAGING FOR MAPPING BIODIVERSITY INDICATORS IN BOREAL FORESTS

Juha Hyyppä, Eija Honkavaara, Teemu Hakala, 2017 .

Classification of Needle Loss of Individual Scots Pine Trees by Means of Airborne Laser Scanning

Juha Hyyppä, Ville Kankare, Markus Holopainen, 2013 .

Under-canopy UAV laser scanning for accurate forest field measurements

Juha Hyyppä, Teemu Hakala, Xiaowei Yu, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

Comparison of different Laser-based methods to measure stem diameter.

Juha Hyyppä, Harri Kaartinen, Hannu Hyyppä, 2008 .

Forest Inventory Using Laser Scanning

Juha Hyyppä, Xiaowei Yu, Anttoni Jaakkola, 2018 .

Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2012 .

Uncertainty in Forest Net Present Value Estimations

Antti Mäkinen, Jussi Rasinmäki, Markus Holopainen, 2010 .

Airborne small-footprint discrete-return LiDAR data in the assessment of boreal mire surface patterns, vegetation, and habitats

Markus Holopainen, Ilkka Korpela, Kari Minkkinen, 2009 .

SAR Satellite Images and Terrestrial Laser Scanning in Forest Damages Mapping in Finland

Juha Hyyppä, Anttoni Jaakkola, Sanna Kaasalainen, 2010 .

Using high density ALS data in plot level estimation of the defoliation by the common pine sawfly.

Juha Hyyppä, Xiaowei Yu, Ville Kankare, 2011 .

Individual tree detection and area-based approach in retrieval of forest inventory characteristics from low-pulse airborne laser scanning data

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2011 .

Detecting Pine Sawfly Defoliation by Means of Remote Sensing and GIS

Markus Holopainen, Reija Haapanen, Päivi Lyytikäinen-Saarenmaa, 2008 .

Comparison of terrestrial laser scanning and X-ray scanning in measuring Scots pine (Pinus sylvestris L.) branch structure

Juha Hyyppä, Jiri Pyörälä, Ville Kankare, 2018 .

Accuracy of automatic tree extraction using airborne laser scanner data

Juha Hyyppä, Xiaowei Yu, Xinlian Liang, 2008 .

Monitoring downed coarse woody debris through appearance of canopy gaps in urban boreal forests with bitemporal ALS data

Ninni Saarinen, Ville Kankare, Markus Holopainen, 2015 .

Landsat archive holdings for Finland: opportunities for forest monitoring

Annika Kangas, Juha Hyyppä, Sakari Tuominen, 2018 .

Urban-Tree-Attribute Update Using Multisource Single-Tree Inventory

Juha Hyyppä, Hannu Hyyppä, Ninni Saarinen, 2014 .

Accuracy and Efficiency of the Laser-camera

Markus Holopainen, Mikko Vastaranta, Timo Melkas, 2008 .

Propagating the errors of initial forest variables through stand- and tree-level growth simulators

Annika Kangas, Antti Mäkinen, Jussi Rasinmäki, 2010, European Journal of Forest Research.

Aboveground forest biomass derived using multiple dates of WorldView-2 stereo-imagery: quantifying the improvement in estimation accuracy

Markus Hollaus, Juha Hyyppä, Xiaowei Yu, 2018, International Journal of Remote Sensing.

Adaptive Cluster Sampling in Inventorying Forest Damage by the Common Pine Sawfly (Diprion pini)( Multipurpose Forest Management)

Markus Holopainen, Tuula Kantola, Päivi Lyytikäinen-Saarenmaa, 2011 .

Forest Inventory Using Small-Footprint Airborne LiDAR

Juha Hyyppä, Xiaowei Yu, Harri Kaartinen, 2008 .

The calibration of digitized aerial photographs for forest stratification

Guangxing Wang, Markus Holopainen, M. Holopainen, 1998 .

Effect of tree-level airborne laser-scanning measurement accuracy on the timing and expected value of harvest decisions

Annika Kangas, Juha Hyyppä, Harri Kaartinen, 2009, European Journal of Forest Research.

Variability of wood properties using airborne and terrestrial laser scanning

Juha Hyyppä, Nicholas C. Coops, Xinlian Liang, 2019 .

Combination of low-pulse ALS data and TerraSar-X radar images in the estimation of plot-level forest variables

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2009 .

Evaluating the performance of high-altitude aerial image-based digital surface models in detecting individual tree crowns in mature boreal forests

Juha Hyyppä, Eija Honkavaara, Xiaowei Yu, 2016 .

Stem curve measurement using terrestrial laser scanning

Juha Hyyppä, Xinlian Liang, Ville Kankare, 2011 .

Individual tree biomass estimation using terrestrial laser scanning

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, 2013 .

Performance of terrestrial laser scanning to characterize managed Scots pine (Pinus sylvestris L.) stands is dependent on forest structural variation

Juha Hyyppä, Ninni Saarinen, Ville Kankare, 2020 .

Estimation of Forest Stock and Yield Using LiDAR Data

Juha Hyyppä, Anttoni Jaakkola, Xinlian Liang, 2013 .

Remote Sensing of Forests from Lidar and Radar

Markus Hollaus, Juha Hyyppä, Xiaowei Yu, 2018, Remote Sensing Handbook - Three Volume Set.

AUTOMATIC PLOT-WISE TREE LOCATION MAPPING USING SINGLE-SCAN TERRESTRIAL LASER SCANNING

Juha Hyyppä, Xinlian Liang, Harri Kaartinen, 2011 .

Characterizing Seedling Stands Using Leaf-Off and Leaf-On Photogrammetric Point Clouds and Hyperspectral Imagery Acquired from Unmanned Aerial Vehicle

Juha Hyyppä, Eija Honkavaara, Teemu Hakala, 2019, Forests.

Outlook for the Next Generation’s Precision Forestry in Finland

Juha Hyyppä, Markus Holopainen, Mikko Vastaranta, 2014 .

Development of monitoring methods for Hemlock Woolly Adelgid induced tree mortality within a Southern Appalachian landscape with inhibited access

Robert N. Coulson, Markus Holopainen, Tuula Kantola, 2016 .

Tree mapping using airborne, terrestrial and mobile laser scanning – A case study in a heterogeneous urban forest

Juha Hyyppä, Xiaowei Yu, Xinlian Liang, 2013 .

Confirmation of post-harvest spectral recovery from Landsat time series using measures of forest cover and height derived from airborne laser scanning data

Juha Hyyppä, Nicholas C. Coops, Michael A. Wulder, 2018, Remote Sensing of Environment.

COMPARISON OF TERRESTRIAL LASER SCANNER AND SYNTHETIC APERTURE RADAR DATA IN THE STUDY OF FOREST DEFOLIATION

Juha Hyyppä, Anttoni Jaakkola, Sanna Kaasalainen, 2010 .

Modern Data Acquisition for Forest Inventories

Jouni Kalliovirta, Markus Holopainen, M. Holopainen, 2006 .

Forest variable estimation using a high-resolution digital surface model

Sakari Tuominen, C. Ginzler, Markus Holopainen, 2012 .

Airborne Laser Scanning Outperforms the Alternative 3D Techniques in Capturing Variation in Tree Height and Forest Density in Southern Boreal Forests

Juha Hyyppä, Eija Honkavaara, Xiaowei Yu, 2018 .

Estimation of the Timber Quality of Scots Pine with Terrestrial Laser Scanning

Juha Hyyppä, Hannu Hyyppä, Jari Vauhkonen, 2014 .

ANALYSIS OF BLAST FURNACE TIME SERIES DATA WITH ANFIS

Kaj-Mikael Björk, Markus Holopainen, M. Holopainen, 2013 .