Pekka Hurskainen

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

Janne Mäyrä, Sarita Keski‐Saari, Sonja Kivinen et al. · Remote Sensing of Environment · 2021 · 250 citations · Full text

Convolutional Neural Network, Tree Species Classification, Engineering +22

Auxiliary datasets improve accuracy of object-based land use/land cover classification in heterogeneous savanna landscapes

Pekka Hurskainen, Hari Adhikari, Mika Siljander et al. · Remote Sensing of Environment · 2019 · 119 citations · Full text

Views from two mountains: exploring climate change impacts on traditional farming communities of Eastern Africa highlands through participatory scenarios

Claudia Capitani, Weyessa Garedew, Amsalu Mitiku et al. · Sustainability Science · 2018 · 68 citations · Full text

Eastern Africa, Land Use, Forestry +23

Developing fine‐grained nationwide predictions of valuable forests using biodiversity indicator bird species

Raimo Virkkala, Niko Leikola, Heini Kujala et al. · Ecological Applications · 2021 · 32 citations · Full text

Engineering, Forestry, Forest Management +17

Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data

Arto Viinikka, Pekka Hurskainen, Sarita Keski‐Saari et al. · Remote Sensing · 2020 · 31 citations · Full text

Biodiversity, Environmental Monitoring, Engineering +15