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Journal Articles
- 2023
[j38]Einari Heinaro
, Topi Tanhuanpää, Mikko Vastaranta, Tuomas Yrttimaa, Antero Kukko, Teemu Hakala, Teppo Mattsson, Markus Holopainen:
Evaluating Factors Impacting Fallen Tree Detection from Airborne Laser Scanning Point Clouds. Remote. Sens. 15(2): 382 (2023)- [j37]Mohammad Imangholiloo, Ville Luoma, Markus Holopainen, Mikko Vastaranta, Antti Mäkeläinen, Niko Koivumäki, Eija Honkavaara, Ehsan Khoramshahi:
A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings. Remote. Sens. 15(21): 5233 (2023) - 2022
- [j36]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:
Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season. Remote. Sens. 14(4): 909 (2022) - 2021
- [j35]Johanna Roiha, Einari Heinaro, Markus Holopainen:
The Hidden Cairns - A Case Study of Drone-Based ALS as an Archaeological Site Survey Method. Remote. Sens. 13(10): 2010 (2021) - 2020
- [j34]Tuomas Yrttimaa, Ninni Saarinen, Ville Kankare, Niko Viljanen, Jari Hynynen, Saija Huuskonen, Markus Holopainen, Juha Hyyppä, Eija Honkavaara, Mikko Vastaranta:
Multisensorial Close-Range Sensing Generates Benefits for Characterization of Managed Scots Pine (Pinus sylvestris L.) Stands. ISPRS Int. J. Geo Inf. 9(5): 309 (2020) - [j33]Tuomas Yrttimaa, Ville Luoma, Ninni Saarinen, Ville Kankare, Samuli Junttila, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta:
Structural Changes in Boreal Forests Can Be Quantified Using Terrestrial Laser Scanning. Remote. Sens. 12(17): 2672 (2020) - [j32]Mohammad Imangholiloo, Ninni Saarinen, Markus Holopainen, Xiaowei Yu, Juha Hyyppä, Mikko Vastaranta:
Using Leaf-Off and Leaf-On Multispectral Airborne Laser Scanning Data to Characterize Seedling Stands. Remote. Sens. 12(20): 3328 (2020) - 2019
- [j31]Joanne C. White, Ninni Saarinen, Michael A. Wulder, Ville Kankare, Txomin Hermosilla, Nicholas C. Coops, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta:
Assessing spectral measures of post-harvest forest recovery with field plot data. Int. J. Appl. Earth Obs. Geoinformation 80: 102-114 (2019) - [j30]Atte Saukkola, Timo Melkas, Kirsi Riekki, Sanna Sirparanta, Jussi Peuhkurinen, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta:
Predicting Forest Inventory Attributes Using Airborne Laser Scanning, Aerial Imagery, and Harvester Data. Remote. Sens. 11(7): 797 (2019) - [j29]Tuomas Yrttimaa, Ninni Saarinen, Ville Kankare, Xinlian Liang, Juha Hyyppä, Markus Holopainen, Mikko Vastaranta:
Investigating the Feasibility of Multi-Scan Terrestrial Laser Scanning to Characterize Tree Communities in Southern Boreal Forests. Remote. Sens. 11(12): 1423 (2019) - 2018
- [j28]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:
Assessing Biodiversity in Boreal Forests with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging. Remote. Sens. 10(2): 338 (2018) - [j27]Jiri Pyörälä, Xinlian Liang, Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Yunsheng Wang, Markus Holopainen, Juha Hyyppä:
Quantitative Assessment of Scots Pine (Pinus Sylvestris L.) Whorl Structure in a Forest Environment Using Terrestrial Laser Scanning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(10): 3598-3607 (2018) - 2017
- [j26]Samuli Junttila, Mikko Vastaranta, Xinlian Liang, Harri Kaartinen, Antero Kukko, Sanna Kaasalainen, Markus Holopainen, Hannu Hyyppä, Juha Hyyppä:
Measuring Leaf Water Content with Dual-Wavelength Intensity Data from Terrestrial Laser Scanners. Remote. Sens. 9(1): 8 (2017) - [j25]Xiaowei Yu, Juha Hyyppä, Paula Litkey, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen:
Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning. Remote. Sens. 9(2): 108 (2017) - 2015
- [j24]Kimmo Nurminen, Paula Litkey, Eija Honkavaara, Mikko Vastaranta, Markus Holopainen, Päivi Lyytikäinen-Saarenmaa, Tuula Kantola, Minna Lyytikäinen:
Automation Aspects for the Georeferencing of Photogrammetric Aerial Image Archives in Forested Scenes. Remote. Sens. 7(2): 1565-1593 (2015) - [j23]Samuli Junttila, Sanna Kaasalainen, Mikko Vastaranta, Teemu Hakala, Olli Nevalainen, Markus Holopainen:
Investigating Bi-Temporal Hyperspectral Lidar Measurements from Declined Trees - Experiences from Laboratory Test. Remote. Sens. 7(10): 13863-13877 (2015) - [j22]Roope Näsi, Eija Honkavaara, Päivi Lyytikäinen-Saarenmaa, Minna Blomqvist, Paula Litkey, Teemu Hakala, Niko Viljanen, Tuula Kantola, Topi Tanhuanpää, Markus Holopainen:
Using UAV-Based Photogrammetry and Hyperspectral Imaging for Mapping Bark Beetle Damage at Tree-Level. Remote. Sens. 7(11): 15467-15493 (2015) - [j21]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:
Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sources in the Retrieval of Forest Inventory Attributes. Remote. Sens. 7(12): 15933-15954 (2015) - 2014
- [j20]Mikko Vastaranta, Mikko T. Niemi, Mika Karjalainen, Jussi Peuhkurinen, Ville Kankare, Juha Hyyppä, Markus Holopainen:
Prediction of Forest Stand Attributes Using TerraSAR-X Stereo Imagery. Remote. Sens. 6(4): 3227-3246 (2014) - [j19]Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Markus Holopainen, Harri Kaartinen, Juha Hyyppä, Hannu Hyyppä:
Multisource Single-Tree Inventory in the Prediction of Tree Quality Variables and Logging Recoveries. Remote. Sens. 6(4): 3475-3491 (2014) - [j18]Yi Lin, Markus Holopainen, Ville Kankare, Juha Hyyppä:
Validation of Mobile Laser Scanning for Understory Tree Characterization in Urban Forest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(7): 3167-3173 (2014) - [j17]Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppä, Sanna Kaasalainen:
TerraSAR-X Stereo Radargrammetry and Airborne Scanning LiDAR Height Metrics in Imputation of Forest Aboveground Biomass and Stem Volume. IEEE Trans. Geosci. Remote. Sens. 52(2): 1197-1204 (2014) - [j16]Xinlian Liang, Ville Kankare, Xiaowei Yu, Juha Hyyppä, Markus Holopainen:
Automated Stem Curve Measurement Using Terrestrial Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 52(3): 1739-1748 (2014) - 2013
- [j15]Jari Vauhkonen, Teemu Hakala, Juha Suomalainen, Sanna Kaasalainen, Olli Nevalainen, Mikko Vastaranta, Markus Holopainen, Juha Hyyppä:
Classification of Spruce and Pine Trees Using Active Hyperspectral LiDAR. IEEE Geosci. Remote. Sens. Lett. 10(5): 1138-1141 (2013) - [j14]Pasi Raumonen, Mikko Kaasalainen, Markku Åkerblom, Sanna Kaasalainen, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen, Mathias Disney, Philip Lewis:
Fast Automatic Precision Tree Models from Terrestrial Laser Scanner Data. Remote. Sens. 5(2): 491-520 (2013) - [j13]Mikko Vastaranta, Tuula Kantola, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Ville Kankare, Michael A. Wulder, Juha Hyyppä, Hannu Hyyppä:
Area-Based Mapping of Defoliation of Scots Pine Stands Using Airborne Scanning LiDAR. Remote. Sens. 5(3): 1220-1234 (2013) - [j12]Ville Kankare, Mikko Vastaranta, Markus Holopainen, Minna Räty, Xiaowei Yu, Juha Hyyppä, Hannu Hyyppä, Petteri Alho, Risto Viitala:
Retrieval of Forest Aboveground Biomass and Stem Volume with Airborne Scanning LiDAR. Remote. Sens. 5(5): 2257-2274 (2013) - [j11]Ninni Saarinen, Mikko Vastaranta, Matti Vaaja, Eliisa Lotsari, Anttoni Jaakkola, Antero Kukko, Harri Kaartinen, Markus Holopainen, Hannu Hyyppä, Petteri Alho:
Area-Based Approach for Mapping and Monitoring Riverine Vegetation Using Mobile Laser Scanning. Remote. Sens. 5(10): 5285-5303 (2013) - 2012
- [j10]Xinlian Liang, Juha Hyyppä, Harri Kaartinen, Markus Holopainen, Timo Melkas:
Detecting Changes in Forest Structure over Time with Bi-Temporal Terrestrial Laser Scanning Data. ISPRS Int. J. Geo Inf. 1(3): 242-255 (2012) - [j9]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:
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning. Remote. Sens. 4(4): 950-974 (2012) - [j8]Juha Hyyppä, Xiaowei Yu, Hannu Hyyppä, Mikko Vastaranta, Markus Holopainen, Antero Kukko, Harri Kaartinen, Anttoni Jaakkola, Matti Vaaja, Jarkko Koskinen, Petteri Alho:
Advances in Forest Inventory Using Airborne Laser Scanning. Remote. Sens. 4(5): 1190-1207 (2012) - [j7]Juha Hyyppä, Markus Holopainen, Håkan Olsson:
Laser Scanning in Forests. Remote. Sens. 4(10): 2919-2922 (2012) - [j6]Xinlian Liang, Paula Litkey, Juha Hyyppä, Harri Kaartinen, Mikko Vastaranta, Markus Holopainen:
Automatic Stem Mapping Using Single-Scan Terrestrial Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 50(2): 661-670 (2012) - 2011
- [j5]Eero Ahokas, Juha Hyyppä, Xiaowei Yu, Markus Holopainen:
Transmittance of Airborne Laser Scanning Pulses for Boreal Forest Elevation Modeling. Remote. Sens. 3(7): 1365-1379 (2011) - [j4]Mikko Vastaranta, Markus Holopainen, Xiaowei Yu, Juha Hyyppä, Antti Mäkinen, Jussi Rasinmäki, Timo Melkas, Harri Kaartinen, Hannu Hyyppä:
Effects of Individual Tree Detection Error Sources on Forest Management Planning Calculations. Remote. Sens. 3(8): 1614-1626 (2011) - 2010
- [j3]Markus Holopainen, Reija Haapanen, Mika Karjalainen, Mikko Vastaranta, Juha Hyyppä, Xiaowei Yu, Sakari Tuominen, Hannu Hyyppä:
Comparing Accuracy of Airborne Laser Scanning and TerraSAR-X Radar Images in the Estimation of Plot-Level Forest Variables. Remote. Sens. 2(2): 432-445 (2010) - [j2]Xiaowei Yu, Juha Hyyppä, Markus Holopainen, Mikko Vastaranta:
Comparison of Area-Based and Individual Tree-Based Methods for Predicting Plot-Level Forest Attributes. Remote. Sens. 2(6): 1481-1495 (2010) - [j1]Tuula Kantola, Mikko Vastaranta, Xiaowei Yu, Päivi Lyytikäinen-Saarenmaa, Markus Holopainen, Mervi Talvitie, Sanna Kaasalainen, Svein Solberg, Juha Hyyppä:
Classification of Defoliated Trees Using Tree-Level Airborne Laser Scanning Data Combined with Aerial Images. Remote. Sens. 2(12): 2665-2679 (2010)
Conference and Workshop Papers
- 2015
- [c8]Ville Luoma, Topi Tanhuanpää, Markus Holopainen, Mikko Vastaranta, Ninni Saarinen, Ville Kankare, Juha Hyyppä:
Allocating tree crown pruning with ALS-data - A case study in the city of Helsinki. JURSE 2015: 1-4 - [c7]Topi Tanhuanpää, Ville Kankare, Mikko Vastaranta, Ninni Saarinen, Markus Holopainen, Juha Raisio:
Deriving canopy metrics of urban trees from airborne laser scanning data. JURSE 2015: 1-4 - [c6]Markus Holopainen, Peter Sarlin:
Crisis Modeler: A Tool for Exploring Crisis Predictions. SSCI 2015: 917-924 - 2014
- [c5]Amir H. Shirdel, Kaj-Mikael Björk, Markus Holopainen, Christer Carlsson, Hannu T. Toivonen:
Linear Switching System Identification Applied to Blast Furnace Data. ICINCO (1) 2014: 643-648 - 2012
- [c4]Mikko Vastaranta, Markus Holopainen, Mika Karjalainen, Ville Kankare, Juha Hyyppä, Sanna Kaasalainen, Hannu Hyyppä:
SAR radargrammetry and scanning LiDAR in predicting forest canopy height. IGARSS 2012: 6515-6518 - 2011
- [c3]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:
The use of ALS, TLS and VLS measurements in mapping and monitoring urban trees. JURSE 2011: 29-32 - 2009
- [c2]Markus Holopainen, Sakari Tuominen, Mika Karjalainen, Juha Hyyppä, Mikko Vastaranta, Hannu Hyyppä:
Accuracy of High-Resolution Radar Images in the Estimation of Plot-Level Forest Variables. AGILE Conf. 2009: 67-82 - 2008
- [c1]Markus Holopainen, Teppo Hujala, Juhana Nieminen:
Blended GIS Studies Model the Work of a Forest Expert. ICCSA (2) 2008: 181-190
Data and Artifacts
- 2021
- [d3]Ninni Saarinen, Ville Kankare, Saija Huuskonen, Jari Hynynen, Simone Bianchi, Tuomas Yrttimaa, Ville Luoma, Samuli Junttila, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta:
Point clouds from terrestrial laser scanning from crowns of individual Scots pine trees. Zenodo, 2021
- 2020
- [d2]Ninni Saarinen, Ville Kankare, Jiri Pyörälä, Tuomas Yrttimaa, Xinlian Liang, Michael A. Wulder, Markus Holopainen, Juha Hyyppä, Mikko Vastaranta:
Point cloud data from terrestrial laser scanning for stem volume modelling of Scots pine trees. Zenodo, 2020 - [d1]Ninni Saarinen, Ville Kankare, Tuomas Yrttimaa, Niko Viljanen, Eija Honkavaara, Markus Holopainen, Juha Hyyppä, Saija Huuskonen, Jari Hynynen, Mikko Vastaranta:
Detailed point cloud data on stem size and shape of Scots pine trees. Zenodo, 2020
Informal and Other Publications
- 2015
- [i1]Markus Holopainen, Peter Sarlin:
Toward robust early-warning models: A horse race, ensembles and model uncertainty. CoRR abs/1501.04682 (2015)
Coauthor Index
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