Mikko Vastaranta

机构：University of Eastern Finland, Finnish Geospatial Research Institute, Maanmittauslaitos · ORCID：0000-0001-6552-9122

发表论文 288 篇 · 总被引 11414 次 · h-index 49

代表论文

• Multispectral airborne laser scanning for tree species classification: A benchmark of machine learning and deep learning algorithms (2026 · ISPRS Journal of Photogrammetry and Remote Sensing · 被引 10)
• Identification and segmentation of branch whorls and sawlogs in standing timber using terrestrial laser scanning and deep learning (2025 · Forestry An International Journal of Forest Research · 被引 8)
• Characterizing the competitive stress of individual trees using point clouds (2024 · Forest Ecology and Management · 被引 8)
• Quantifying the drivers of tree mortality: A case study from urban recreational boreal forest (2025 · Urban forestry & urban greening · 被引 7)
• Influence of bark beetle infestation on stem diameter dynamics (2025 · Trees Forests and People · 被引 6)
• Realistic virtual forests for understanding forest disturbances and recovery from space (2025 · ISPRS Journal of Photogrammetry and Remote Sensing · 被引 4)