Heli Kymäläinen - UEFConnect

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2D-CNN for tree stem detection and segmentation using data collected with a harvester-mounted mobile laser scanner
Martín-Cortés, Carlos; Porkhun, Olena; García-Pascual, Borja; Zhou, Xin; Hormazabal, Carlos; Acuna, Mauricio; Ruano, Antonio; Selkimäki, Mari; Mola-Yudego, Blas; Kymäläinen, Heli; Picchi, Gianni; González-Olabarria, José Ramón, 2026, International journal of forest engineering, [Epub ahead of print 20 Apr 2026], 1-15. A1 Journal article (refereed), original research
AR Head-Up Display with LiDAR for Real-Time Assistance in CTL Harvester Machine
Heli, Kymäläinen; Blas, Mola-Yudego; Borja, García Pascual; Carlos, Martín-Cortés; Esteban, Arboix; Mari, Selkimäki; Martino, Rogai; Mauricio, Acuna; Xin, Zhou, 2026, International Symposium on Forestry Mechanization. Abstract
Females as forest machine operators
Kymäläinen, Heli; Tuupanen, Aida; Jaakkola, Simo; Kärhä, Kalle, 2026, Canadian journal of forest research-revue canadienne de recherche forestiere, 56, 1-14. A1 Journal article (refereed), original research
Mapping and verifying potential continuous cover forestry areas from LiDAR data
Maltamo, Matti; Jukkara, Hanna; Kosunen, Pekka; Kymäläinen, Heli; Uhlgren, Ville Veikko; Liimatainen, Kaisa; Nummenmaa, Timo; Korhonen, Lauri, 2026, Trees, forests and people, 24, 101196. A1 Journal article (refereed), original research
Real-time Assistance with AR HUD Screen in the Forest Harvester Machine
Kymäläinen, Heli; García-Pascual, Borja; Martín-Cortés, Carlos; Rogai, Martino; Selkimäki, Mari; Zhou, Xin; Arboix, Esteban; Acuna, Mauricio; Mola-Yudego, Blas, 2026, ACM. Poster
Real-time monitoring of thinning intensity using harvester data and remote sensing-based single-tree maps
Holmström, Eero; Lopatin, Evgeny; Väätäinen, Kari; Acuna, Mauricio; García-Pascual, Borja; Kaartinen, Harri; Hyyti, Heikki; Koivusalo, Anssi; Backas, Joni; Pohjala, Johannes; Kymäläinen, Heli; Kärhä, Kalle; Routa, Johanna; Sikanen, Lauri, 2026, International journal of forest engineering, [Epub ahead of print 29 Sep 2026], 1-15. A1 Journal article (refereed), original research
Digital Communication in Forestry: Social Media Content Creation by Machine Operators
Chambers, Philip; Kymäläinen, Heli; Selkimäki, Mari; Hujala, Teppo, 2025, Publications of the university of eastern Finland : reports and studies in science, forestry and technology. Abstract
Metsäkonetiedon ja -sensoreiden Tiekartta 2035 -visio : IlmoStar-hankkeen tulevaisuusraportti
Kärhä, Kalle; Kymäläinen, Heli; Pohjala, Johannes; Vähä-Konka, Ville; Kinnunen, Valtteri; Kaartinen, Harri; Hyyti, Heikki; Hyyppä, Juha; Kukko, Antero; Väätäinen, Kari; Lobatin, Evgeny, 2025, Itä-Suomen yliopisto. D4 Published development or research report or study
Policy brief : Privacy issues with digital data in the forest value chain
Jaakkola, Simo; Selkimäki, Mari; Kymäläinen, Heli; Mola-Yudego, Blas; Melegari, Silvia; de Filippis, Tizziana; Picci, Gianni; Ruano, Antonio, 2025, Sintetic. D4 Published development or research report or study
Well-being and productivity of forest machine operators – ergonomic support measures
Kymäläinen, Heli, 2025, Dissertationes forestales. G5 Doctoral dissertation (article)
Wood Traceability Along the Whole Value Chain: Exaggeration or Obligation
Picchi, Gianni; Ruano, Antonio; Stegel, Simon; Hmeljak, Jana; Sörvik, Bengt; Selkimäki, Mari; Kymäläinen, Heli; Mola, Blas; Ursella, Enrico; Azzollini, Gennaro; Ekenstedt, Johan; Mullooly, Garret; Poveda, Alejandro; Melegari, Silvia; Sandak, Ryszard; Campos Mijangos, Cuauhtli; Sandak, Jakub, 2025, IWMS. Abstract
Ergonomics in CTL harvesting–assisting systems and future visions
Kymäläinen, Heli; Häggström, Carola; Hujala, Teppo; Torssonen, Piritta; Malinen, Jukka, 2024, International journal of forest engineering, 36, 2, 133-146. A1 Journal article (refereed), original research
Single item identification for forest production, protection, and management
Selkimäki, Mari; Kymäläinen, Heli; Martin, Carlos; Garcia, Borja; Poveda, Alejandro; Mullooly, Garret; Sandak, Jakub; Hmeljak, Jana; Sörvik, Bengt; Prinz, Robert; Acuna, Mauricio; Tokola, Timo; Kärhä, Kalle; Corongiu, Manuela; Melegari, Silvia; Picchi, Gianni; Ruano, Antonio; Mola-Yudego, Blas, 2024. Abstract
Workability and productivity among CTL machine operators - associations with sleep, fitness, and shift work
Kymäläinen, Heli; Hujala, Teppo; Häggström, Carola; Malinen, Jukka, 2023, International journal of forest engineering, 34, 3, 426-438. A1 Journal article (refereed), original research
Workability and Well-Being at Work Among Cut-To-Length Forest Machine Operators
Kymäläinen, Heli; Laitila, Juha; Väätäinen, Kari; Malinen, Jukka, 2021, Croatian journal of forest engineering, 42, 3, 405-417. A1 Journal article (refereed), original research