Arto Viinikka

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

Integrating green infrastructure and ecosystem services in land use planning. Results from two Finnish case studies

Mina Di Marino, Maija Tiitu, Kimmo Lapintie et al. · Land Use Policy · 2019 · 117 citations · Full text

Finnish Case Studies, Engineering, Land Use +11

Practical application of spatial ecosystem service models to aid decision support

Grazia Zulian, Erik Stange, Helen Woods et al. · Ecosystem Services · 2017 · 90 citations · Full text

A keystone species, European aspen (Populus tremula L.), in boreal forests: Ecological role, knowledge needs and mapping using remote sensing

Sonja Kivinen, Elina Koivisto, Sarita Keski‐Saari et al. · Forest Ecology and Management · 2020 · 59 citations · Full text

Biodiversity, Engineering, Forest Conservation +7

Mapping and assessing ecosystem services in the EU - Lessons learned from the ESMERALDA approach of integration

Benjamin Burkhard, Joachim Maes, Marion Potschin-Young et al. · One Ecosystem · 2018 · 45 citations · Full text

Engineering, Environmental Impact Assessment, Sustainable Development +23