Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

Olli Nevalainen, Eija Honkavaara, Sakari Tuominen, +8

Remote Sensing

Precision AgricultureEngineeringForest BiometricsMultispectral ImagingForestry +14

Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

Janne Mäyrä, Sarita Keski‐Saari, Sonja Kivinen, +8

Remote Sensing of Environment

Convolutional Neural NetworkTree Species ClassificationEngineeringMachine LearningForest Biometrics +20

Airborne laser scanning and digital stereo imagery measures of forest structure: comparative results and implications to forest mapping and inventory update

Mikko Vastaranta, Michael A. Wulder, Joanne C. White, +7

Canadian Journal of Remote Sensing

EngineeringForest BiometricsGeomorphologyLand UseForestry +21

Land cover change in Europe between 1950 and 2000 determined employing aerial photography

France Gerard, Sandrine Petit, Geoffrey M. Smith, +29

Progress in Physical Geography Earth and Environment

EngineeringLand UseTerrestrial BiologyForest ManagementLand Cover +16

Performance of different spectral and textural aerial photograph features in multi-source forest inventory

Sakari Tuominen, Anssi Pekkarinen

Remote Sensing of Environment

Image AnalysisMulti-source Forest InventoryEngineeringForest BiometricsLand Use +10

Forest variable estimation using a high-resolution digital surface model

Janne Järnstedt, Anssi Pekkarinen, Sakari Tuominen, +3

ISPRS Journal of Photogrammetry and Remote Sensing

EngineeringForest BiometricsGeographyForestryForest Variable Estimation +4

Unmanned Aerial Vehicle (UAV) operated spectral camera system for forest and agriculture applications

Heikki Saari, Ismo Pellikka, Liisa Pesonen, +6

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

Agriculture ApplicationsPrecision AgricultureEngineeringMultispectral ImagingForestry +20

Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

Svetlana Saarela, Anton Grafström, Göran Ståhl, +5

Remote Sensing of Environment

RadarMeteorologyEarth ObservationStock VolumeEnvironmental Monitoring +12

Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity

Sakari Tuominen, Roope Näsi, Eija Honkavaara, +6

Remote Sensing

Precision AgricultureEngineeringForest BiometricsLand UseForestry +17

Local radiometric correction of digital aerial photographs for multi source forest inventory

Sakari Tuominen, Anssi Pekkarinen

Remote Sensing of Environment

Local Radiometric CorrectionEnvironmental MonitoringEngineeringForest BiometricsCalibration +10