Timo Kumpula

Summer warming explains widespread but not uniform greening in the Arctic tundra biome

Logan T. Berner, Richard Massey, Patrick Jantz et al. · Nature Communications · 2020 · 418 citations · Full text

High resilience in the Yamal-Nenets social–ecological system, West Siberian Arctic, Russia

Bruce C. Forbes, Florian Stammler, Timo Kumpula et al. · Proceedings of the National Academy of Sciences · 2009 · 261 citations · Full text

Arctic Science, Engineering, Arctic Structure +14

Eurasian Arctic greening reveals teleconnections and the potential for structurally novel ecosystems

Marc Macias‐Fauria, Bruce C. Forbes, Pentti Zetterberg et al. · Nature Climate Change · 2012 · 251 citations · Full text

Biodiversity, Engineering, Arctic Structure +8

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

Ecosystem services–A tool for sustainable management of human–environment systems. Case study Finnish Forest Lapland

Petteri Vihervaara, Timo Kumpula, Ari Tanskanen et al. · Ecological Complexity · 2009 · 179 citations

Human–environment Systems, Sustainable Environmental Management, Engineering +9