Markus Holopainen

According to our database, Markus Holopainen authored at least 50 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings.

Mohammad Imangholiloo, Ville Luoma, Markus Holopainen, Mikko Vastaranta, Antti Mäkeläinen, Niko Koivumäki, Eija Honkavaara, Ehsan Khoramshahi

Remote. Sens., November, 2023

Evaluating Factors Impacting Fallen Tree Detection from Airborne Laser Scanning Point Clouds.

Einari Heinaro, Topi Tanhuanpää, Mikko Vastaranta, Tuomas Yrttimaa, Antero Kukko, Teemu Hakala, Teppo Mattsson, Markus Holopainen

Remote. Sens., January, 2023

2022

Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season.

Samuli Junttila, Roope Näsi, Niko Koivumäki, Mohammad Imangholiloo, Ninni Saarinen, Juha Raisio, Markus Holopainen, Hannu Hyyppä, Juha Hyyppä, Päivi Lyytikäinen-Saarenmaa, Mikko Vastaranta, Eija Honkavaara

Remote. Sens., 2022

2021

Point clouds from terrestrial laser scanning from crowns of individual Scots pine trees.

Ninni Saarinen, Ville Kankare, Saija Huuskonen, Jari Hynynen, Simone Bianchi, Tuomas Yrttimaa, Ville Luoma, Samuli Junttila, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta

Dataset, December, 2021

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

Johanna Roiha, Einari Heinaro, Markus Holopainen

Remote. Sens., 2021

2020

Detailed point cloud data on stem size and shape of Scots pine trees.

Ninni Saarinen, Ville Kankare, Tuomas Yrttimaa, Niko Viljanen, Eija Honkavaara, Markus Holopainen, Juha Hyyppä, Saija Huuskonen, Jari Hynynen, Mikko Vastaranta

Dataset, March, 2020

Point cloud data from terrestrial laser scanning for stem volume modelling of Scots pine trees.

Ninni Saarinen, Ville Kankare, Jiri Pyörälä, Tuomas Yrttimaa, Xinlian Liang, Michael A. Wulder, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta

Dataset, March, 2020

Structural Changes in Boreal Forests Can Be Quantified Using Terrestrial Laser Scanning.

Tuomas Yrttimaa, Ville Luoma, Ninni Saarinen, Ville Kankare, Samuli Junttila, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta

Remote. Sens., 2020

Using Leaf-Off and Leaf-On Multispectral Airborne Laser Scanning Data to Characterize Seedling Stands.

Mohammad Imangholiloo, Ninni Saarinen, Markus Holopainen, Xiaowei Yu, Juha Hyyppä, Mikko Vastaranta

Remote. Sens., 2020

Multisensorial Close-Range Sensing Generates Benefits for Characterization of Managed Scots Pine (Pinus sylvestris L.) Stands.

Tuomas Yrttimaa, Ninni Saarinen, Ville Kankare, Niko Viljanen, Jari Hynynen, Saija Huuskonen, Markus Holopainen, Juha Hyyppä, Eija Honkavaara, Mikko Vastaranta

ISPRS Int. J. Geo Inf., 2020

2019

Investigating the Feasibility of Multi-Scan Terrestrial Laser Scanning to Characterize Tree Communities in Southern Boreal Forests.

Tuomas Yrttimaa, Ninni Saarinen, Ville Kankare, Xinlian Liang, Juha Hyyppä, Markus Holopainen, Mikko Vastaranta

Remote. Sens., 2019

Predicting Forest Inventory Attributes Using Airborne Laser Scanning, Aerial Imagery, and Harvester Data.

Atte Saukkola, Timo Melkas, Kirsi Riekki, Sanna Sirparanta, Jussi Peuhkurinen, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta

Remote. Sens., 2019

Assessing spectral measures of post-harvest forest recovery with field plot data.

Joanne C. White, Ninni Saarinen, Michael A. Wulder, Ville Kankare, Txomin Hermosilla, Nicholas C. Coops, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta

Int. J. Appl. Earth Obs. Geoinformation, 2019

2018

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

Jiri Pyörälä, Xinlian Liang, Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Yunsheng Wang, Markus Holopainen, Juha Hyyppä

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

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

Ninni Saarinen, Mikko Vastaranta, Roope Näsi, Tomi Rosnell, Teemu Hakala, Eija Honkavaara, Michael A. Wulder, Ville Luoma, Antonio M. G. Tommaselli, Nilton Nobuhiro Imai, Eduardo A. W. Ribeiro, Raul B. Guimarães, Markus Holopainen, Juha Hyyppä

Remote. Sens., 2018

2017

Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning.

Xiaowei Yu, Juha Hyyppä, Paula Litkey, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen

Remote. Sens., 2017

Measuring Leaf Water Content with Dual-Wavelength Intensity Data from Terrestrial Laser Scanners.

Samuli Junttila, Mikko Vastaranta, Xinlian Liang, Harri Kaartinen, Antero Kukko, Sanna Kaasalainen, Markus Holopainen, Hannu Hyyppä, Juha Hyyppä

Remote. Sens., 2017

2015

Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sources in the Retrieval of Forest Inventory Attributes.

Xiaowei Yu, Juha Hyyppä, Mika Karjalainen, Kimmo Nurminen, Kirsi Karila, Mikko Vastaranta, Ville Kankare, Harri Kaartinen, Markus Holopainen, Eija Honkavaara, Antero Kukko, Anttoni Jaakkola, Xinlian Liang, Yunsheng Wang, Hannu Hyyppä, Masato Katoh

Remote. Sens., 2015

Automation Aspects for the Georeferencing of Photogrammetric Aerial Image Archives in Forested Scenes.

Kimmo Nurminen, Paula Litkey, Eija Honkavaara, Mikko Vastaranta, Markus Holopainen, Päivi Lyytikäinen-Saarenmaa, Tuula Kantola, Minna Lyytikäinen

Remote. Sens., 2015

Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level.

Roope Näsi, Eija Honkavaara, Päivi Lyytikäinen-Saarenmaa, Minna Blomqvist, Paula Litkey, Teemu Hakala, Niko Viljanen, Tuula Kantola, Topi Tanhuanpää, Markus Holopainen

Remote. Sens., 2015

Investigating Bi-Temporal Hyperspectral Lidar Measurements from Declined Trees - Experiences from Laboratory Test.

Samuli Junttila, Sanna Kaasalainen, Mikko Vastaranta, Teemu Hakala, Olli Nevalainen, Markus Holopainen

Remote. Sens., 2015

Toward robust early-warning models: A horse race, ensembles and model uncertainty.

Markus Holopainen, Peter Sarlin

CoRR, 2015

Crisis Modeler: A Tool for Exploring Crisis Predictions.

Markus Holopainen, Peter Sarlin

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Deriving canopy metrics of urban trees from airborne laser scanning data.

Topi Tanhuanpää, Ville Kankare, Mikko Vastaranta, Ninni Saarinen, Markus Holopainen, Juha Raisio

Proceedings of the Joint Urban Remote Sensing Event, 2015

Allocating tree crown pruning with ALS-data - A case study in the city of Helsinki.

Ville Luoma, Topi Tanhuanpää, Markus Holopainen, Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Juha Hyyppä

Proceedings of the Joint Urban Remote Sensing Event, 2015

2014

TerraSAR-X Stereo Radargrammetry and Airborne Scanning LiDAR Height Metrics in Imputation of Forest Aboveground Biomass and Stem Volume.

Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppä, Sanna Kaasalainen

IEEE Trans. Geosci. Remote. Sens., 2014

Automated Stem Curve Measurement Using Terrestrial Laser Scanning.

Xinlian Liang, Ville Kankare, Xiaowei Yu, Juha Hyyppä, Markus Holopainen

IEEE Trans. Geosci. Remote. Sens., 2014

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

Yi Lin, Markus Holopainen, Ville Kankare, Juha Hyyppä

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Multisource Single-Tree Inventory in the Prediction of Tree Quality Variables and Logging Recoveries.

Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Markus Holopainen, Harri Kaartinen, Juha Hyyppä, Hannu Hyyppä

Remote. Sens., 2014

Prediction of Forest Stand Attributes Using TerraSAR-X Stereo Imagery.

Mikko Vastaranta, Mikko T. Niemi, Mika Karjalainen, Jussi Peuhkurinen, Ville Kankare, Juha Hyyppä, Markus Holopainen

Remote. Sens., 2014

Linear Switching System Identification Applied to Blast Furnace Data.

Amir H. Shirdel, Kaj-Mikael Björk, Markus Holopainen, Christer Carlsson, Hannu T. Toivonen

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

2013

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

Mikko Vastaranta, Tuula Kantola, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Ville Kankare, Michael A. Wulder, Juha Hyyppä, Hannu Hyyppä

Remote. Sens., 2013

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

Ninni Saarinen, Mikko Vastaranta, Matti Vaaja, Eliisa Lotsari, Anttoni Jaakkola, Antero Kukko, Harri Kaartinen, Markus Holopainen, Hannu Hyyppä, Petteri Alho

Remote. Sens., 2013

Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data.

Pasi Raumonen, Mikko Kaasalainen, Markku Åkerblom, Sanna Kaasalainen, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen, Mathias Disney, Philip Lewis

Remote. Sens., 2013

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

Ville Kankare, Mikko Vastaranta, Markus Holopainen, Minna Räty, Xiaowei Yu, Juha Hyyppä, Hannu Hyyppä, Petteri Alho, Risto Viitala

Remote. Sens., 2013

Classification of Spruce and Pine Trees Using Active Hyperspectral LiDAR.

Jari Vauhkonen, Teemu Hakala, Juha Suomalainen, Sanna Kaasalainen, Olli Nevalainen, Mikko Vastaranta, Markus Holopainen, Juha Hyyppä

IEEE Geosci. Remote. Sens. Lett., 2013

2012

Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning.

Xinlian Liang, Paula Litkey, Juha Hyyppä, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen

IEEE Trans. Geosci. Remote. Sens., 2012

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

Harri Kaartinen, Juha Hyyppä, Xiaowei Yu, Mikko Vastaranta, Hannu Hyyppä, Antero Kukko, Markus Holopainen, Christian Heipke, Manuela Hirschmugl, Felix Morsdorf, Erik Næsset, Juho Pitkänen, Sorin C. Popescu, Svein Solberg, Bernd-Michael Wolf, Jee-Cheng Wu

Remote. Sens., 2012

Advances in Forest Inventory Using Airborne Laser Scanning.

Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, Mikko Vastaranta, Markus Holopainen, Antero Kukko, Harri Kaartinen, Anttoni Jaakkola, Matti Vaaja, Jarkko Koskinen, Petteri Alho

Remote. Sens., 2012

Laser Scanning in Forests.

Juha Hyyppä, Markus Holopainen, Håkan Olsson

Remote. Sens., 2012

Detecting Changes in Forest Structure over Time with Bi-Temporal Terrestrial Laser Scanning Data.

Xinlian Liang, Juha Hyyppä, Harri Kaartinen, Markus Holopainen, Timo Melkas

ISPRS Int. J. Geo Inf., 2012

SAR radargrammetry and scanning LiDAR in predicting forest canopy height.

Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppä, Sanna Kaasalainen, Hannu Hyyppä

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Effects of Individual Tree Detection Error Sources on Forest Management Planning Calculations.

Mikko Vastaranta, Markus Holopainen, Xiaowei Yu, Juha Hyyppä, Antti Mäkinen, Jussi Rasinmäki, Timo Melkas, Harri Kaartinen, Hannu Hyyppä

Remote. Sens., 2011

Transmittance of Airborne Laser Scanning Pulses for Boreal Forest Elevation Modeling.

Eero Ahokas, Juha Hyyppä, Xiaowei Yu, Markus Holopainen

Remote. Sens., 2011

The use of ALS, TLS and VLS measurements in mapping and monitoring urban trees.

Markus Holopainen, Mikko Vastaranta, Ville Kankare, Hannu Hyyppä, Matti Vaaja, Juha Hyyppä, Xinlian Liang, Paula Litkey, Xiaowei Yu, Harri Kaartinen, Antero Kukko, Sanna Kaasalainen, Anttoni Jaakkola

Proceedings of the Joint Urban Remote Sensing Event, 2011

2010

Comparison of Area-Based and Individual Tree-Based Methods for Predicting Plot-Level Forest Attributes.

Xiaowei Yu, Juha Hyyppä, Markus Holopainen, Mikko Vastaranta

Remote. Sens., 2010

Classification of Defoliated Trees Using Tree-Level Airborne Laser Scanning Data Combined with Aerial Images.

Tuula Kantola, Mikko Vastaranta, Xiaowei Yu, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Mervi Talvitie, Sanna Kaasalainen, Svein Solberg, Juha Hyyppä

Remote. Sens., 2010

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

Markus Holopainen, Reija Haapanen, Mika Karjalainen, Mikko Vastaranta, Juha Hyyppä, Xiaowei Yu, Sakari Tuominen, Hannu Hyyppä

Remote. Sens., 2010

2009

Accuracy of High-Resolution Radar Images in the Estimation of Plot-Level Forest Variables.

Markus Holopainen, Sakari Tuominen, Mika Karjalainen, Juha Hyyppä, Mikko Vastaranta, Hannu Hyyppä

Proceedings of the Advances in GIScience, 2009

2008

Blended GIS Studies Model the Work of a Forest Expert.

Markus Holopainen, Teppo Hujala, Juhana Nieminen

Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008