Research output per year
Research output per year
Personal profile
Fields of Science
- 1171 Geosciences
- 4112 Forestry
International and National Collaboration
Publications and projects within past five years.
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A New Approach for Feeding Multispectral Imagery into Convolutional Neural Networks Improved Classification of Seedlings
Imangholiloo, M., Luoma, V., Holopainen, M., Vastaranta, M., Makelainen, A., Koivumaki, N., Honkavaara, E. & Khoramshahi, E., Nov 2023, In: Remote Sensing. 15, 21, 27 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery
Hame, T., Astola, H., Kilpi, J., Rauste, Y., Sirro, L., Mutanen, T., Parmes, E., Rasinmaki, J. & Imangholiloo, M., Jun 2023, In: Remote Sensing. 15, 12, 26 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Adding single tree features and correcting edge tree effects enhance the characterization of seedling stands with single-photon airborne laser scanning
Imangholiloo, M., Yrttimaa, T., Mattsson, T., Junttila, S., Holopainen, M., Saarinen, N., Savolainen, P., Hyyppä, J. & Vastaranta, M., Sept 2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 191, p. 129-142 14 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
An Application Of Leaf-Off And Leaf-On Multispectral Airborne Laser Scanning Data For Characterizing Seedling Forest Stands
Imangholiloo, M., 10 Jun 2022.Research output: Conference materials › Poster
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Multispectral Imagery Provides Benefits for Mapping Spruce Tree Decline Due to Bark Beetle Infestation When Acquired Late in the Season
Junttila, S., Nasi, R., Koivumaki, N., Imangholiloo, M., Saarinen, N., Raisio, J., Holopainen, M., Hyyppa, H., Hyyppa, J., Lyytikainen-Saarenmaa, P., Vastaranta, M. & Honkavaara, E., Feb 2022, In: Remote Sensing. 14, 4, 26 p., 909.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Projects
- 1 Active
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MULTIRISK: Digital technologies, risk management solutions and tools for mitigating forest disturbances (MULTIRISK)
Holopainen, M., Blomqvist, M., Imangholiloo, M., Junttila, S., Lahtinen, V. P., Luoma, V., O'Sullivan, H. J., Pehkonen, M. E. I., Pyörälä, J., Saikkonen, O. A., Suominen, O. M. E., Virtanen, I. M. & Yrttimaa, T.
Suomen Akatemia Projektilaskutus
01/01/2023 → 31/12/2025
Project: Research Council of Finland: Targeted Academy Project
Activities
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Utilizing Single Photon Laser Scanning Data For Estimating Individual Tree Attributes
Mohammad Imangholiloo (Speaker)
9 Jun 2022Activity: Talk or presentation types › Oral presentation
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ISPRS Summer Schools in Photogrammetric Image Processing with MicMac & Point Cloud Processing with OPALS
Mohammad Imangholiloo (Attendee)
13 Jun 2022 → 17 Jun 2022Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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An Application of Unmanned Aerial Vehicle to Characterize Seedling Forest Stands
Mohammad Imangholiloo (Speaker)
2 Dec 2021Activity: Talk or presentation types › Oral presentation
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2nd COST Action CA15226 – CLIMO Training School in Multiscale monitoring tools for a smart management of mountain forests
Mohammad Imangholiloo (Attendee)
1 Jul 2019 → 3 Jul 2019Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Utilizing Sentinel-1A SAR Images for Land Cover Mapping with Machine Learning Methods
Mohammad Imangholiloo (Speaker)
20 Jun 2018Activity: Talk or presentation types › Oral presentation