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Scopus Author ID: 6602126478

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Employment (2)

University of Eastern Finland: Kuopio, FI

2006-04-01 to 2033 | professor
Employment
Source: Self-asserted source
Timo Tokola

University of Helsinki: Helsinki, Uusimaa, FI

2002-01-01 to 2006-06-30 | professor (Faculty of Agriculture and Forestry)
Employment
Source: Self-asserted source
Timo Tokola

Education and qualifications (1)

University of Joensuu: Joensuu, FI

1996 | D. Sc. (Faculty of Forestry)
Education
Source: Self-asserted source
Timo Tokola

Works (50 of 95)

Items per page:
Page 1 of 2

Utilisation of Spatial Data in Energy Biomass Supply Chain Research—A Review

Energies
2023 | Journal article
DOI: 10.3390/en16020893
EID:

2-s2.0-85146547812

Part of ISSN: 19961073
Contributors: Korpinen, O.-J.; Aalto, M.; KC, R.; Tokola, T.; Ranta, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data

ISPRS Journal of Photogrammetry and Remote Sensing
2022 | Journal article
DOI: 10.1016/j.isprsjprs.2022.01.003
EID:

2-s2.0-85122649243

Part of ISSN: 09242716
Contributors: Rana, P.; St-Onge, B.; Prieur, J.-F.; Cristina Budei, B.; Tolvanen, A.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Prediction of topsoil stoniness using soil type information and airborne gamma-ray data

Canadian Journal of Forest Research
2022 | Journal article
DOI: 10.1139/cjfr-2021-0001
EID:

2-s2.0-85122817787

Part of ISSN: 12086037 00455067
Contributors: Karjalainen, V.; Tokola, T.; Malinen, J.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Generalizing systematic adaptive cluster sampling for forest ecosystem inventory

Forest Ecology and Management
2021 | Journal article
DOI: 10.1016/j.foreco.2021.119051
EID:

2-s2.0-85101684678

Part of ISSN: 03781127
Contributors: Xu, Q.; Ståhl, G.; McRoberts, R.E.; Li, B.; Tokola, T.; Hou, Z.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Integrating detailed timber assortments into airborne laser scanning (Als)-based assessments of logging recoveries

Forests
2021 | Journal article
DOI: 10.3390/f12091221
EID:

2-s2.0-85114719196

Part of ISSN: 19994907
Contributors: Sanz, B.; Malinen, J.; Sirparanta, S.; Peuhkurinen, J.; Leppänen, V.; Melkas, T.; Riekki, K.; Kauranne, T.; Vastaranta, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Locally invariant analysis of forest road quality using two different pulse density airborne laser scanning datasets

Silva Fennica
2021 | Journal article
DOI: 10.14214/sf.10371
EID:

2-s2.0-85103944511

Part of ISSN: 22424075 00375330
Contributors: Waga, K.; Malinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

A topographic wetness index for forest road quality assessment: An application in the lakeland region of finland

Forests
2020 | Journal article
DOI: 10.3390/f11111165
EID:

2-s2.0-85094832001

Part of ISSN: 19994907
Contributors: Waga, K.; Malinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Forest Road Status Assessment Using Airborne Laser Scanning

Forest Science
2020 | Journal article
DOI: 10.1093/forsci/fxz053
EID:

2-s2.0-85094850705

Part of ISSN: 19383738 0015749X
Contributors: Waga, K.; Tompalski, P.; Coops, N.C.; White, J.C.; Wulder, M.A.; Malinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Need for pre-harvest clearing of understory vegetation determined by airborne laser scanning

Forests
2020 | Journal article
DOI: 10.3390/f11030294
EID:

2-s2.0-85082484654

Part of ISSN: 19994907
Contributors: Sanz, B.; Malinen, J.; Heiskanen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Predicting tree diameter using allometry described by non-parametric locally-estimated copulas from tree dimensions derived from airborne laser scanning

Forest Ecology and Management
2019 | Journal article
DOI: 10.1016/j.foreco.2018.12.020
EID:

2-s2.0-85058521380

Part of ISSN: 03781127
Contributors: Xu, Q.; Li, B.; Maltamo, M.; Tokola, T.; Hou, Z.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Remote sensing-assisted data assimilation and simultaneous inference for forest inventory

Remote Sensing of Environment
2019 | Journal article
DOI: 10.1016/j.rse.2019.111431
EID:

2-s2.0-85074296894

Part of ISSN: 00344257
Contributors: Hou, Z.; Mehtätalo, L.; McRoberts, R.E.; Ståhl, G.; Tokola, T.; Rana, P.; Siipilehto, J.; Xu, Q.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Terrain mobility estimation using TWI and airborne gamma-ray data

Journal of Environmental Management
2019 | Journal article
DOI: 10.1016/j.jenvman.2018.11.081
EID:

2-s2.0-85059332373

Part of ISSN: 10958630 03014797
Contributors: Mattila, U.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

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

Forestry
2019 | Journal article
DOI: 10.1093/forestry/cpz010
EID:

2-s2.0-85072322638

Part of ISSN: 14643626 0015752X
Contributors: Mohamedou, C.; Korhonen, L.; Eerikaïnen, K.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Predicting tree diameter distributions from airborne laser scanning, SPOT 5 satellite, and field sample data in the Perm Region, Russia

Forests
2018 | Journal article
DOI: 10.3390/f9100639
EID:

2-s2.0-85054903951

Part of ISSN: 19994907
Contributors: Peuhkurinen, J.; Tokola, T.; Plevak, K.; Sirparanta, S.; Kedrov, A.; Pyankov, S.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Valuation of growing stock using multisource GIS data, a stem quality database, and bucking simulation

Canadian Journal of Forest Research
2018 | Journal article
DOI: 10.1139/cjfr-2017-0172
EID:

2-s2.0-85050943625

Part of ISSN: 12086037 00455067
Contributors: Sanz, B.; Malinen, J.; Leppänen, V.; Valbuena, R.; Kauranne, T.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Large tree diameter distribution modelling using sparse airborne laser scanning data in a subtropical forest in Nepal

ISPRS Journal of Photogrammetry and Remote Sensing
2017 | Journal article
DOI: 10.1016/j.isprsjprs.2017.10.018
EID:

2-s2.0-85032905427

Part of ISSN: 09242716
Contributors: Rana, P.; Vauhkonen, J.; Junttila, V.; Hou, Z.; Gautam, B.; Cawkwell, F.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

LiDAR-based TWI and terrain attributes in improving parametric predictor for tree growth in southeast Finland

International Journal of Applied Earth Observation and Geoinformation
2017 | Journal article
DOI: 10.1016/j.jag.2017.06.004
EID:

2-s2.0-85032218072

Part of ISSN: 1872826X 15698432
Contributors: Mohamedou, C.; Tokola, T.; Eerikäinen, K.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Remote sensing-based landscape indicators for the evaluation of threatened-bird habitats in a tropical forest

Ecology and Evolution
2017 | Journal article
DOI: 10.1002/ece3.2970
EID:

2-s2.0-85019831066

Part of ISSN: 20457758
Contributors: Singh, M.; Tokola, T.; Hou, Z.; Notarnicola, C.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Uncertainty Quantification in ALS-Based Species-Specific Growing Stock Volume Estimation

IEEE Transactions on Geoscience and Remote Sensing
2017 | Journal article
DOI: 10.1109/TGRS.2016.2628960
EID:

2-s2.0-85003749562

Part of ISSN: 01962892
Contributors: Varvia, P.; Lahivaara, T.; Maltamo, M.; Packalen, P.; Tokola, T.; Seppanen, A.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

COMPARISON of HIGH and LOW DENSITY AIRBORNE LIDAR DATA for FOREST ROAD QUALITY ASSESSMENT

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
2016 | Conference paper
DOI: 10.5194/isprs-annals-III-8-167-2016
EID:

2-s2.0-85048922495

Part of ISSN: 21949050 21949042
Contributors: Kiss, K.; Malinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Fusion of airborne LiDAR and multispectral sensors reveals synergic capabilities in forest structure characterization

GIScience and Remote Sensing
2016 | Journal article
DOI: 10.1080/15481603.2016.1231605
EID:

2-s2.0-84987646131

Part of ISSN: 15481603
Contributors: Manzanera, J.A.; García-Abril, A.; Pascual, C.; Tejera, R.; Martín-Fernández, S.; Tokola, T.; Valbuena, R.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

On the potential to predetermine dominant tree species based on sparse-density airborne laser scanning data for improving subsequent predictions of species-specific timber volumes

Forest Ecosystems
2016 | Journal article
DOI: 10.1186/s40663-016-0060-0
EID:

2-s2.0-85019921481

Part of ISSN: 21975620 20956355
Contributors: Räty, J.; Vauhkonen, J.; Maltamo, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Simple approach to improving the extraction of canopy metrics from airborne laser scanning data for tropical forests

Journal of Applied Remote Sensing
2016 | Journal article
DOI: 10.1117/1.JRS.10.016019
EID:

2-s2.0-84960156895

Part of ISSN: 19313195
Contributors: Hou, Z.; Xu, Q.; Zhang, C.; Maltamo, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Species-specific combination and calibration between area-based and tree-based diameter distributions using airborne laser scanning

Canadian Journal of Forest Research
2016 | Journal article
DOI: 10.1139/cjfr-2016-0032
EID:

2-s2.0-84971592146

Part of ISSN: 12086037 00455067
Contributors: Hou, Z.; Xu, Q.; Vauhkonen, J.; Maltamo, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Correction: Rana, P., et al. training area concept in a two-phase biomass inventory using airborne laser scanning and rapideye satellite data. remote sens. 2014, 6, 285-309

Remote Sensing
2015 | Journal article
DOI: 10.3390/rs70810242
EID:

2-s2.0-84939435268

Part of ISSN: 20724292
Contributors: Ran, P.; Tokola, T.; Korhonen, L.; Xu, Q.; Kumpula, T.; Vihervaara, P.; Mononen, L.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Forest road quality control using ALS data

Canadian Journal of Forest Research
2015 | Journal article
DOI: 10.1139/cjfr-2015-0067
EID:

2-s2.0-84946414861

Part of ISSN: 12086037 00455067
Contributors: Kiss, K.; Malinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Impact of plot size and spatial pattern of forest attributes on sampling efficacy

Forest Science
2015 | Journal article
DOI: 10.5849/forsci.14-197
EID:

2-s2.0-84943399121

Part of ISSN: 19383738 0015749X
Contributors: Hou, Z.; Xu, Q.; Hartikainen, S.; Antilla, P.; Packalen, T.; Maltamo, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Remote sensing concepts and their applicability in REDD+ monitoring

Current Forestry Reports
2015 | Journal article
DOI: 10.1007/s40725-015-0026-4
EID:

2-s2.0-85013657051

Part of ISSN: 21986436
Contributors: Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Spatial analysis of the ecological effects of negative air ions in urban vegetated areas: A case study in Maiji, China

Urban Forestry and Urban Greening
2015 | Journal article
DOI: 10.1016/j.ufug.2015.06.010
EID:

2-s2.0-84942611556

Part of ISSN: 16108167 16188667
Contributors: Yan, X.; Wang, H.; Hou, Z.; Wang, S.; Zhang, D.; Xu, Q.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

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

Silva Fennica
2015 | Journal article
DOI: 10.14214/sf.1405
EID:

2-s2.0-84941659969

Part of ISSN: 22424075 00375330
Contributors: Korhonen, L.; Ali-Sisto, D.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

ALS data based forest stand delineation with a coarse-to-fine segmentation approach

Proceedings - 2014 7th International Congress on Image and Signal Processing, CISP 2014
2014 | Conference paper
DOI: 10.1109/CISP.2014.7003840
EID:

2-s2.0-84946530997
Contributors: Wu, Z.; Heikkinen, V.; Hauta-Kasari, M.; Parkkinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Bayesian approach to tree detection based on airborne laser scanning data

IEEE Transactions on Geoscience and Remote Sensing
2014 | Journal article
DOI: 10.1109/TGRS.2013.2264548
EID:

2-s2.0-84896319806

Part of ISSN: 01962892
Contributors: Lahivaara, T.; Seppanen, A.; Kaipio, J.P.; Vauhkonen, J.; Korhonen, L.; Tokola, T.; Maltamo, M.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Calibration of area based diameter distribution with individual tree based diameter estimates using airborne laser scanning

ISPRS Journal of Photogrammetry and Remote Sensing
2014 | Journal article
DOI: 10.1016/j.isprsjprs.2014.03.005
EID:

2-s2.0-84899683438

Part of ISSN: 09242716
Contributors: Xu, Q.; Hou, Z.; Maltamo, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Canonical correlation analysis for interpreting airborne laser scanning metrics along the lorenz curve of tree size inequality

Baltic Forestry
2014 | Journal article
EID:

2-s2.0-84903152291

Part of ISSN: 20299230 13921355
Contributors: Valbuena, R.; Packalen, P.; Tokola, T.; Maltamo, M.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

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

ISPRS Journal of Photogrammetry and Remote Sensing
2014 | Journal article
DOI: 10.1016/j.isprsjprs.2014.04.012
EID:

2-s2.0-84900342216

Part of ISSN: 09242716
Contributors: Rana, P.; Korhonen, L.; Gautam, B.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Logistic regression-based spectral band selection for tree species classification: Effects of spatial scale and balance in training samples

IEEE Geoscience and Remote Sensing Letters
2014 | Journal article
DOI: 10.1109/LGRS.2014.2301864
EID:

2-s2.0-84899945163

Part of ISSN: 1545598X
Contributors: Pant, P.; Heikkinen, V.; Korpela, I.; Hauta-Kasari, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Retrieving suppressed trees from model-based height distribution by combining high-and low-density airborne laser scanning data

Canadian Journal of Remote Sensing
2014 | Journal article
DOI: 10.1080/07038992.2014.935933
EID:

2-s2.0-84988012849

Part of ISSN: 17127971 07038992
Contributors: Xu, Q.; Hou, Z.; Maltamo, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Applying airborne γ-ray and DEM-derived attributes to the local improvement of the existing individual-tree growth model for diameter increment

Remote Sensing of Environment
2014-12 | Journal article
DOI: 10.1016/j.rse.2014.08.033
Contributors: Cheikh Mohamedou; Timo Tokola; Kalle Eerikäinen
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Evaluation of simulated bands in airborne optical sensors for tree species identification

Remote Sensing of Environment
2013 | Journal article
DOI: 10.1016/j.rse.2013.07.016
EID:

2-s2.0-84882605980

Part of ISSN: 00344257
Contributors: Pant, P.; Heikkinen, V.; Hovi, A.; Korpela, I.; Hauta-Kasari, M.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Extraction of remote sensing-based forest management units in tropical forests

Remote Sensing of Environment
2013 | Journal article
DOI: 10.1016/j.rse.2012.11.006
EID:

2-s2.0-84870704790

Part of ISSN: 00344257
Contributors: Hou, Z.; Xu, Q.; Nuutinen, T.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Forest stand delineation using a hybrid segmentation approach based on airborne laser scanning data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
DOI: 10.1007/978-3-642-38886-6_10
EID:

2-s2.0-84884479863

Part of ISSN: 03029743 16113349
Contributors: Wu, Z.; Heikkinen, V.; Hauta-Kasari, M.; Parkkinen, J.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Predicting forest growth based on airborne light detection and ranging data, climate data, and a simplified process-based model

Canadian Journal of Forest Research
2013 | Journal article
DOI: 10.1139/cjfr-2012-0295
EID:

2-s2.0-84876712494

Part of ISSN: 00455067 12086037
Contributors: Härkönen, S.; Tokola, T.; Packalén, P.; Korhonen, L.; Mäkelä, A.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Training area concept in a two-phase biomass inventory using airborne laser scanning and RapidEye satellite data

Remote Sensing
2013 | Journal article
DOI: 10.3390/rs6010285
EID:

2-s2.0-84893365027

Part of ISSN: 20724292
Contributors: Rana, P.; Tokola, T.; Korhonen, L.; Xu, Q.; Kumpula, T.; Vihervaara, P.; Mononen, L.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Bayesian approach to tree detection with airborne laser scanning

International Geoscience and Remote Sensing Symposium (IGARSS)
2012 | Conference paper
DOI: 10.1109/IGARSS.2012.6351213
EID:

2-s2.0-84873143567
Contributors: Lahivaara, T.; Seppanen, A.; Kaipio, J.P.; Vauhkonen, J.; Korhonen, L.; Tokola, T.; Maltamo, M.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Comparative testing of single-tree detection algorithms under different types of forest

Forestry
2012 | Journal article
DOI: 10.1093/forestry/cpr051
EID:

2-s2.0-84863116404

Part of ISSN: 0015752X 14643626
Contributors: Vauhkonen, J.; Ene, L.; Gupta, S.; Heinzel, J.; Holmgren, J.; Pitkänen, J.; Solberg, S.; Wang, Y.; Weinacker, H.; Hauglin, K.M. et al.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Improving species-specific plot volume estimates based on airborne laser scanning and image data using alpha shape metrics and balanced field data

Remote Sensing of Environment
2012 | Journal article
DOI: 10.1016/j.rse.2012.06.002
EID:

2-s2.0-84863433719

Part of ISSN: 00344257
Contributors: Vauhkonen, J.; Seppänen, A.; Packalén, P.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Relative radiometric correction of multi-temporal ALOS AVNIR-2 data for the estimation of forest attributes

ISPRS Journal of Photogrammetry and Remote Sensing
2012 | Journal article
DOI: 10.1016/j.isprsjprs.2011.12.008
EID:

2-s2.0-84856441386

Part of ISSN: 09242716
Contributors: Xu, Q.; Hou, Z.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

An SVM classification of tree species radiometric signatures based on the Leica ADS40 sensor

IEEE Transactions on Geoscience and Remote Sensing
2011 | Journal article
DOI: 10.1109/TGRS.2011.2141143
EID:

2-s2.0-80455155180

Part of ISSN: 01962892
Contributors: Heikkinen, V.; Korpela, I.; Tokola, T.; Honkavaara, E.; Parkkinen, J.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

The EuroSDR project "Radiometric aspects of digital photogrammetric images" - Results of the empirical phase

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
2011 | Conference paper
EID:

2-s2.0-84923855596

Part of ISSN: 16821750
Contributors: Honkavaara, E.; Arbiol, R.; Markelin, L.; Martinez, L.; Bovet, S.; Bredif, M.; Chandelier, L.; Heikkinen, V.; Korpela, I.; Lelegard, L. et al.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier

Use of ALS, Airborne CIR and ALOS AVNIR-2 data for estimating tropical forest attributes in Lao PDR

ISPRS Journal of Photogrammetry and Remote Sensing
2011 | Journal article
DOI: 10.1016/j.isprsjprs.2011.09.005
EID:

2-s2.0-80053351097

Part of ISSN: 09242716
Contributors: Hou, Z.; Xu, Q.; Tokola, T.
Source: Self-asserted source
Timo Tokola via Scopus - Elsevier
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