For more detailed searches of research publications, please visit the Research.fi portal. For more detailed searches of research publications, please visit the Research.fi portal.
Remote Sensing and Photogrammetry – Publications
2025
Näsi, Roope; Oliveira, Raquel A.; Rua, Stefan; Khormashahi, Ehsan et al.
2025.
Optimizing high-resolution multi-view drone imaging for detecting foreign grains in gluten-free oat production fields.
ISPRS Council.
International archives of the photogrammetry, remote sensing and spatial information sciences, XLVIII-2/W11-2025.
Oliveira, Raquel A.; Näsi, Roope; Edström, Jonas; Pitkänen, Joel et al.
2025.
Evaluation of forage grass biomass estimation models using multispectral drone imaging across multiple sites.
ISPRS Council.
International archives of the photogrammetry, remote sensing and spatial information sciences, 48-2/W11-2025.
Olkkonen, Jaakko; Taher, Josef; Hakala, Teemu; Kukko, Antero et al.
2025.
Simulation of ultra-fast structured illumination in single-photon sensitive single-pixel lidar.
Optica Publishing Group.
Optics express, 33(3), 4396.
Ouattara, Issouf; Hallikas, Jyri; Hyyti, Heikki; Visala, Arto.
2025.
Towards a Semiautonomous Young Spruce Forest Late Cleaning.
Wiley.
Journal of field robotics, 42(6).
Pal, Debasish; Marttila, Hannu; Ala-Aho, Pertti; Lotsari, Eliisa et al.
2025.
Blueprint conceptualization for a river basin's digital twin.
IWA Publishing, LONDON.
Hydrology research, 56(3).
Pehkonen, Mika Eemil Ilmari; Vastaranta, Mikko Antero; Holopainen, Markus Edvard; Hyyppä, Juha et al.
2025.
Identification and segmentation of branch whorls and sawlogs in standing timber using terrestrial laser scanning and deep learning.
Forestry, 98(5).
Pesonen, Julius; Hakala, Teemu; Karjalainen, Väinö; Kuivumäki, Niko et al.
2025.
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models.
Institute of Electrical and Electronics Engineers.
IEEE Winter Conference on Applications of Computer Vision.
Pesonen, Julius; Raita-Hakola, Anna-Maria; Joutsalainen, Jukka; Hakala, Teemu et al.
2025.
Boreal Forest Fire : UAV-collected Wildfire Detection and Smoke Segmentation Dataset.
Springer Nature.
Scientific data, 12, 1419.
Pivovar, Matúš; Näsi, Roope; Honkavaara, Eija; Blaženec, Miroslav et al.
2025.
Spectral signatures discrimination of Norway spruce trees under experimentally induced drought and acute thermal stress using hyperspectral imaging.
Elsevier.
Forest ecology and management, 586, 122692.
Pohjala, Johannes; Kankare, Ville; Hyyppä, Juha; Kärhä, Kalle.
2025.
Effects of a mobile LiDAR-based thinning density assistant (TDA) system on harvester operator performance.
Springer.
European journal of forest research.
Pohjankukka, Jonne; Räsänen, Timo A.; Pitkänen, Timo P.; Kivimäki, Arttu et al.
2025.
Digital mapping of peat thickness and extent in Finland using remote sensing and machine learning.
Elsevier BV.
Geoderma, 455, 117216.
Poorazimy, Maryam; Ronoud, Ghasem; Yrttimaa, Tuomas; Hyyppä, Juha et al.
2025.
An integrated approach combining bi-temporal airborne laser scanning and X-ray microdensitometry in assessing wood properties.
Elsevier.
Forest ecology and management, 585, 122497.
Ren, He; Yang, Zhen; Li, Fashuai; Zhang, Maoxin et al.
2025.
Satellite images reveal rapid development of global water-based photovoltaic over the past 20 years.
Elsevier.
International journal of applied earth observation and geoinformation, 136, 104354.
Ruoppa, Lassi; Oinonen, Oona; Taher, Josef; Lehtomäki, Matti et al.
2025.
Unsupervised deep learning for semantic segmentation of multispectral LiDAR forest point clouds.
Elsevier.
Isprs journal of photogrammetry and remote sensing, 228.
Simon, Diana Cristina; Lyytikäinen-Saarenmaa, Päivi; Pelto-Arvo, Mikko; Tuviala, Johanna et al.
2025.
Infestation symptoms as indicators of a sustained bark beetle outbreak in conserved and managed Norway spruce forests in south-eastern Finland.
European journal of forest research, 144(3).
Soininen, Valtteri; Yu, Xiaowei; Hyyppä, Matti; Hyyppä, Juha.
2025.
Transferability of country-wide airborne laser scanning-based models for individual-tree attributes.
Elsevier.
Science of remote sensing, 12, 100310.
Sorokina, Hanna Elisabet; Campos, Mariana; Raumonen, Pasi; Shcherbacheva, Anna et al.
2025.
Boundary conditions for studying branch-scale tree growth strategies using tree quantitative structure model time series.
Elsevier.
Remote sensing of environment, 333, 115105.
Takhtkeshha, Narges; Bocaux, Lauris; Ruoppa, Lassi; Remondino, Fabio et al.
2025.
3D Forest Semantic Segmentation Using Multispectral LiDAR and 3D Deep Learning.
Springer Nature.
Journal of photogrammetry, remote sensing and geoinformation science.
Tao, Wuyong; Wang, Ruisheng; Hua, Xianghong; Liu, Jingbin et al.
2025.
Handcrafted local feature descriptor-based point cloud registration and its applications: a review.
IEEE Computer Society Press.
IEEE transactions on visualization and computer graphics.
Tienaho, N.; Wittke, S.; Yrttimaa, T.; Kivimäki, A. et al.
2025.
Examining low-intensity surface fires in boreal forests using sentinel-2 time series and bitemporal terrestrial laser scanning.
Informa UK Limited.
Scandinavian journal of forest research, 40(1).
Torrao, Guilhermina; Virtanen, Juho-Pekka; Volanen, Emmi.
2025.
Exploring Digital Twins for Urban Mobility: Applications and the Case Study of Helsinki.
IEEE.
2025 International Workshop on Intelligent Systems (IWIS).
Turkulainen, Emma; de Oliveira, Raquel Alves; Koivumäki, Niko; Lyytikäinen-Saarenmaa, Päivi et al.
2025.
Domain Generalization in Deep Learning for Forest Health Monitoring Using Multispectral UAS Data.
ISPRS Council.
International archives of the photogrammetry, remote sensing and spatial information sciences, XLVIII-2/W11-2025.
Turtiainen, Marjut; Partanen, Birgitta; Hyyppä, Juha; Manninen, Outi et al.
2025.
FEROX Finns’ opinions on possible future berry picking technologies.
Luonnonvarakeskus.
Luonnonvara- ja biotalouden tutkimus, (68/2025).
Vezeteu, Eugeniu; El Issaoui, Aimad; Hyyti, Heikki; Muhojoki, Jesse et al.
2025.
Direct 3D mapping with a 2D LiDAR using sparse reference maps.
Elsevier.
ISPRS open journal of photogrammetry and remote sensing, 19, 100109.
Vezeteu, Eugeniu; Hyyti, Heikki; Kyrki, Ville; Hyyppä, Juha.
2025.
Fast Point Ranking - Robust Cloud Voxelization and Denoising for Lidar Odometry and Mapping in Adverse Weather Conditions.
Copernicus Publications.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 10(2/W2-2025).
Vezeteu, Eugeniu; Issaoui, Aimad El; Hyyti, Heikki; Hakala, Teemu et al.
2025.
Direct integration of ALS and MLS for real-time localization and mapping.
Elsevier.
ISPRS open journal of photogrammetry and remote sensing, 16, 100088.
Virtanen, Juho-Pekka; Mrosla, Laura; Heino, Tapani.
2025.
Towards True Networked Urban Digital Twins – A Development Agenda.
SPRINGER, Cham.
Lecture notes in civil engineering, 775 LNCE.
Wang, Yunsheng; Campos, Mariana; Sorokina, Hanna; Echriti, Rami et al.
2025.
Advancing forest functional process understanding through hyper-spatiotemporal LiDAR observation streams.
ISPRS Council.
International archives of the photogrammetry, remote sensing and spatial information sciences, XLVIII-G-2025.
Yin, Xukun; Jiang, Changhui; Zheng, Huadan; Sampaolo, Angelo et al.
2025.
Editorial: Acquisition and application of multimodal sensing information, volume II.
Frontiers Media SA.
Frontiers in Physics, 13, 1601824.
Yli-Heikkilä, Maria; Klami, Arto; Wittke, Samantha; Luotamo, Markku et al.
2025.
Tillage and biomass detection for estimating winter-time cropland management practices with satellite remote sensing.
TAYLOR & FRANCIS.
European journal of remote sensing, 58(1), 2525967.
Zheng, Xiaorou; Jia, Jianxin; Dong, Shoubin; Wang, Yawei et al.
2025.
Training and inference Time Efficiency Assessment Framework for machine learning algorithms: A case study for hyperspectral image classification.
Elsevier.
International journal of applied earth observation and geoinformation, 141, 104591.
2024
Berveglieri, Adilson; Imai, Nilton Nobuhiro; Watanabe, Fernanda Sayuri Yoshino; Tommaselli, Antonio Maria Garcia et al.
2024.
Remote Prediction of Soybean Yield Using UAV-Based Hyperspectral Imaging and Machine Learning Models.
MDPI AG.
AgriEngineering, 6(3).
Blåfield, Linnea; Marttila, Hannu; Kasvi, Elina; Alho, Petteri.
2024.
Temporal shift of hydroclimatic regime and its influence on migration of a high latitude meandering river.
Elsevier.
Journal of hydrology, 633, 130935.
Campos, Mariana Batista; Castanheiro, Leticia Ferrari; Shah, Dipal; Wang, Yunsheng et al.
2024.
Overview and Benchmark on Multi-Modal Lidar Point Cloud Registration for Forest Applications.
Copernicus GmbH.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-1-2024.
Campos, Mariana Batista; Nunes, Matheus Henrique; Shcherbacheva, Anna; Valve, Venla et al.
2024.
Factors and effects of inter-individual variability in silver birch phenology using dense LiDAR time-series.
Agricultural and forest meteorology, 358, 110253.
Castanheiro, Letícia F.; Tommaselli, Antonio M. G.; Hyyti, Heikki; Kukko, Antero.
2024.
Experimental assessment of IMU data processing techniques for a backpack mobile laser scanning system.
Copernicus GmbH.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-3-2024.
Chen, Chen; Chen, Yuwei; Zhu, Jianliang; Jiang, Changhui et al.
2024.
An Up-View Visual-Based Indoor Positioning Method via Deep Learning.
MDPI AG.
Remote Sensing, 16(6), 1024.
Chen, Chen; Wang, Yicheng; Chen, Yuwei; Jiang, Changhui et al.
2024.
An APDR/UPV/Light multi-sensor-based indoor positioning method via Factor Graph Optimization.
Institute of Electrical and Electronics Engineers (IEEE).
IEEE Transactions on Instrumentation and Measurement, 73, 9516217.
Chen, Jianchang; Liang, Xinlian; Liu, Zhengjun; Gong, Weishu et al.
2024.
Tree species recognition from close-range sensing: A review.
Elsevier BV.
Remote Sensing of Environment, 313, 114337.
Cimdins, Reinis; Yrttimaa, Tuomas; Hyyppä, Juha; Vastaranta, Mikko et al.
2024.
Quantifying changes in forest structural complexity using bi-temporal airborne laser scanning.
Taylor & Francis.
European journal of remote sensing, 57(1), 2417905.
Faitli, Tamás; Hyyppä, Eric; Hyyti, Heikki; Hakala, Teemu et al.
2024.
Integration of a Mobile Laser Scanning System with a Forest Harvester for Accurate Localization and Tree Stem Measurements.
MDPI AG.
Remote sensing, 16(17), 3292.
Feng, Ziyi; Yu, Xiaowei; Chen, Yuwei; Puttonen, Eetu et al.
2024.
Feasibility of using Ku-band helicopter-borne microwave radar for stem volume and biomass estimation in boreal forest.
Elsevier BV.
International Journal of Applied Earth Observation and Geoinformation, 131, 103966.
Garcia, Thaisa Aline Correia; Tommaselli, Antonio Maria Garcia; Castanheiro, Letícia Ferrari; Campos, Mariana Batista.
2024.
A photogrammetric approach for real‐time visual SLAM applied to an omnidirectional system.
Wiley.
The Photogrammetric Record, 39(187).
Garcia, Thaisa Aline Correia; Tommaselli, Antonio Maria Garcia; Castanheiro, Letícia Ferrrari; Campos, Mariana Batista.
2024.
Filtering Keypoints with ORB Features.
Copernicus GmbH.
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLVIII-3-2024.
Huo, Langning; Koivumaki, Niko; Oliveira, Raquel A.; Hakala, Teemu et al.
2024.
Bark beetle pre-emergence detection using multi-temporal hyperspectral drone images: Green shoulder indices can indicate subtle tree vitality decline.
Isprs journal of photogrammetry and remote sensing, 216.
Hyyppä, Hannu; Hyyppä, Juha; Ahlavuo, Marika; Kurkela, Matti.
2024.
Tulevaisuuden dataa autonomisista roboteista.
Maankäyttö, (1).
Hyyppä, Hannu; Kurkela, Matti; Julin, Arttu; Ahlavuo, Marika et al.
2024.
Rakentamisen ajantasaisten toteumamallien mittausteknologiat.
Maankäyttö, (1).
Hyyppä, Juha; Hyyppä, Hannu; Taher, Josef ; Turtiainen, Marjut et al.
2024.
Paikkatietokeskus testasi kehittämiään marjakarttoja Rovaniemellä.
Maanmittausinsinöörien Liitto.
Maankäyttö, 2024(2).
Hyyppä, Juha; Yu, Xiaowei; Karjalainen, Mika; Liang, Xinlian et al.
2024.
Remote Sensing of Forests from LiDAR and Radar.
CRC press.
IV.
Hyyppä, Matti; Turppa, Tuomas; Hyyti, Heikki; Yu, Xiaowei et al.
2024.
Concepts Towards Nation-Wide Individual Tree Data and Virtual Forests.
MDPI AG.
ISPRS International Journal of Geo-Information, 13(12), 424.