Personal profile
Fields of Science
- 1171 Geosciences
- 4112 Forestry
Collaborations and top research areas from the last five years
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Tree trunk disease mapping using hyperspectral LiDAR
Hu, P., Chen, Y., Li, W., Huang, H., Junttila, S., He, S., Zhao, Y., Cui, X., Imangholiloo, M., Jiang, C., Jia, J., Sun, H., Shao, H., Tian, W., Sa, B., Wen, K., Li, Y., Puttonen, E., Asiegbu, F. & Sun, Z. & 2 others, , Dec 2025, In: Computers and Electronics in Agriculture. 239, 16 p., 111005.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Urban tree species classification based on multispectral airborne LiDAR
Hu, P., Chen, Y.-W., Imangholiloo, M., Holopainen, M., Wang, Y.-C. & Hyyppä, J., Apr 2025, In: Journal of Infrared and Millimeter Waves. 44, 2, p. 197-202 6 p., 197.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Toward an enhanced characterization of seedling stands using remote sensing
Imangholiloo, M., 2024, Helsinki.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
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
Projects
- 1 Finished
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MULTIRISK: Digital technologies, risk management solutions and tools for mitigating forest disturbances (MULTIRISK)
Holopainen, M. (Project manager), Blomqvist, M. (Participant), Imangholiloo, M. (Participant), Junttila, S. (Participant), Jääskeläinen, J. M. (Participant), Lahtinen, V. P. (Participant), Lakaniemi, E. (Participant), Luoma, V. (Participant), Mäenpää, E. J. (Participant), Niemi, M. (Participant), Nowak, J. P. (Participant), O'Sullivan, H. J. (Participant), Pehkonen, M. E. I. (Participant), Pyörälä, J. (Participant), Roiha, J. E. K. (Participant), Saikkonen, O. A. (Participant), Suominen, O. M. E. (Participant), Virtanen, I. M. (Participant) & Yrttimaa, T. (Participant)
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
Imangholiloo, M. (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
Imangholiloo, M. (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
Imangholiloo, M. (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
Imangholiloo, M. (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
Imangholiloo, M. (Speaker)
20 Jun 2018Activity: Talk or presentation types › Oral presentation