Eelis Halme

Utility of hyperspectral compared to multispectral remote sensing data in estimating forest biomass and structure variables in Finnish boreal forest

Eelis Halme, Petri Pellikka, Matti Mõttus · International Journal of Applied Earth Observation and Geoinformation · 2019 · 65 citations · Full text

Natural Resources, Earth Sciences, Forestry +16

Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest

Heikki Astola, Lauri Seitsonen, Eelis Halme et al. · Remote Sensing · 2021 · 63 citations · Full text

Natural Resources, Computer Science, Forestry +17

TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery

Matti Mõttus, Phu Pham, Eelis Halme et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 11 citations · Full text

Computing, Computer Science, Forestry +17

A Methodology for Implementing a Digital Twin of the Earth’s Forests to Match the Requirements of Different User Groups

Matti Mõttus, Matthias Dees, Heikki Astola et al. · GI_Forum · 2021 · 10 citations · Full text

Natural Resources, Earth Sciences, Forestry +17