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

Referentgranskad
Öppen tillgång
DOI
10.1016/j.rse.2021.112322
Mäyrä, Janne; Keski-Saari, Sarita; Kivinen, Sonja; Tanhuanpää, Topi; Hurskainen, Pekka; Kullberg, Pe...
Remote sensing of environment2021Publicationer information ikon

Classification of tree species based on hyperspectral reflectance images of stem bark

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DOI
10.1080/22797254.2022.2161420
Juola, Jussi; Hovi, Aarne; Rautiainen, Miina
European Journal of Remote Sensing2022Publicationer information ikon

Tree species classification using within crown localization of waveform LiDAR attributes

Referentgranskad
DOI
10.1016/j.isprsjprs.2017.08.013
Blomley, Rosmarie; Hovi, Aarne; Weinmann, Martin; Hinz, Stefan; Korpela, Ilkka; Jutzi, Boris
Isprs journal of photogrammetry and remote sensing2017Publicationer information ikon

Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning

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DOI
10.3390/rs9020108
Yu, Xiaowei; Hyyppa, Juha; Litkey, Paula; Kaartinen, Harri; Vastaranta, Mikko; Holopainen, Markus
Remote Sensing2017Publicationer information ikon

An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data

Referentgranskad
Harikumar, Aravind; Liang, Xinlian; Bovolo, Francesca
International Geoscience and Remote Sensing Symposium2018Publicationer information ikon

Tree Species Classification in a Complex Brazilian Tropical Forest Using Hyperspectral and LiDAR Data

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DOI
10.3390/f14050945
Pereira Martins-Neto, Rorai; Garcia Tommaselli, Antonio Maria; Imai, Nilton Nobuhiro; Honkavaara, Ei...
Forests2023Publicationer information ikon

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

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DOI
10.3390/rs12071070
Nezami, Somayeh ; Khoramshahi, Ehsan; Nevalainen, Olli ; Pölönen, Ilkka; Honkavaara, Eija
Remote sensing2020Publicationer information ikon

Determination of Tree Species Using Ranging Scatterometer Data

Referentgranskad
Törmä, M.
Photogrammetric Journal of Finland1994Publicationer information ikon

Tree species classification from fused active hyperspectral reflectance and LIDAR measurements

Referentgranskad
DOI
10.1016/j.foreco.2010.08.031
Puttonen, Eetu; Suomalainen, Juha; Hakala, Teemu; Räikkönen, Esa; Kaartinen, Harri; Kaasalainen, San...
Forest Ecology and Management2010Publicationer information ikon

Mapping the distribution of invasive tree species using deep one-class classification in the tropical montane landscape of Kenya

Referentgranskad
Öppen tillgång
DOI
10.1016/j.isprsjprs.2022.03.005
Zhao, Hengwei; Zhong, Yanfei; Wang, Xinyu; Hu, Xin; Luo, Chang; Boitt, Mark; Piiroinen, Rami; Zhang,...
ISPRS Journal of Photogrammetry and Remote Sensing2022

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

Referentgranskad
Öppen tillgång
DOI
10.1016/j.rse.2021.112322
2021

Classification of tree species based on hyperspectral reflectance images of stem bark

Referentgranskad
Öppen tillgång
DOI
10.1080/22797254.2022.2161420
2022

Tree species classification using within crown localization of waveform LiDAR attributes

Referentgranskad
DOI
10.1016/j.isprsjprs.2017.08.013
2017

Single-Sensor Solution to Tree Species Classification Using Multispectral Airborne Laser Scanning

Referentgranskad
Öppen tillgång
DOI
10.3390/rs9020108
2017

An Approach to Tree Species Classification Using Voxel Neighborhood Density-Based Subsampling of Multiscan Terrestrial Lidar Data

Referentgranskad
2018

Tree Species Classification in a Complex Brazilian Tropical Forest Using Hyperspectral and LiDAR Data

Referentgranskad
Öppen tillgång
DOI
10.3390/f14050945
2023

Tree Species Classification of Drone Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

Referentgranskad
Öppen tillgång
DOI
10.3390/rs12071070
2020

Determination of Tree Species Using Ranging Scatterometer Data

Referentgranskad
1994

Tree species classification from fused active hyperspectral reflectance and LIDAR measurements

Referentgranskad
DOI
10.1016/j.foreco.2010.08.031
2010

Mapping the distribution of invasive tree species using deep one-class classification in the tropical montane landscape of Kenya

Referentgranskad
Öppen tillgång
DOI
10.1016/j.isprsjprs.2022.03.005
2022