Sakari Tuominen

Natural Resources Institute Finland — Finland

Environmental Science · Physical Sciences

28h-index2.9kcitations119works3.52yr avg
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Research Topics

Remote Sensing and LiDAR Applications(69), Remote Sensing in Agriculture(40), Forest ecology and management(38), Forest Ecology and Biodiversity Studies(31), Forest Management and Policy(18)

Publications119 total

Classifying the productivity of drained peatland forests for precision management
European Journal of Forest Research·2026Open Access
Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network
Ecological Informatics·2025· 1 citedOpen Access
Stratified, Spatially Balanced Cluster Sampling for Cost‐Efficient Environmental Surveys
Environmetrics·2025· 1 citedOpen Access
Enhancing forest inventory Accuracy: Comparing 3D-CNN and k-NN with genetic algorithm Approaches using ALS data across boreal bioregions
Computers and Electronics in Agriculture·2025· 3 citedOpen Access
Productivity and drainage intensity of drained peatland forest stands in Finland
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Productivity and drainage intensity of drained peatland forest stands in Finland
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Large-Scale Tree-Level Mapping of Forest Structure Including Species Type with Remote Sensing Data and Ground Measurements
SSRN Electronic Journal·2025Open Access
Estimating forest leaf area index using satellite images : comparison of k-NN based Landsat-NFI LAI with MODIS-RSR based LAI product for Finland
Työväentutkimus Vuosikirja·2024· 35 citedOpen Access
Erratum to “Comparison of neural networks and k-nearest neighbors methods in forest stand variable estimation using airborne laser data” [ISPRS Open J. Photogram. Rem. Sens. 4 (2022) 100012]
ISPRS Open Journal of Photogrammetry and Remote Sensing·2024Open Access
Model-assisted survey sampling with Bayesian optimization
arXiv (Cornell University)·2024Open Access
Automatized Sentinel-2 mosaicking for large area forest mapping
International Journal of Applied Earth Observation and Geoinformation·2024· 10 citedOpen Access
Large-Scale Tree-Level Mapping of Forest Structure Including Species with Remote Sensing Data and Ground Measurements
SSRN Electronic Journal·2024· 3 citedOpen Access
Enhancing Forest Inventory Accuracy: Comparing 3d-Cnn and K-Nn with Genetic Algorithm Approaches Using Als Data Across Boreal Bioregions
SSRN Electronic Journal·2024Open Access
Generatiiviset tekoälytyökalut tietotyössä : Uhat ja mahdollisuudet
Trepo - Institutional Repository of Tampere University·2024
Peatland Pixel-Level Classification Via Multispectral, Multiresolution and Multisensor Data Using Convolutional Neural Network
SSRN Electronic Journal·2024Open Access
The relationship between forest structure and naturalness in the Finnish national forest inventory
Forestry An International Journal of Forest Research·2023· 12 citedOpen Access
Recreating structurally realistic tree maps with airborne laser scanning and ground measurements
Remote Sensing of Environment·2023· 29 citedOpen Access
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland
2023· 7 cited
Vegetation impacts ditch methane emissions from boreal forestry-drained peatlands—Moss-free ditches have an order-of-magnitude higher emissions than moss-covered ditches
Frontiers in Environmental Science·2023· 25 citedOpen Access
Spatial patterns of biomass change across Finland in 2009–2015
ISPRS Open Journal of Photogrammetry and Remote Sensing·2023· 3 citedOpen Access
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Frequent Co-authors

Ilkka Pölönen(8), András Balázs(8), Eija Honkavaara(7), Juha Hyyppä(7), Heikki Saari(7), Niko Viljanen(6), Teemu Hakala(6), Anssi Pekkarinen(6), Markus Holopainen(6), Annika Kangas(5), Reija Haapanen(5), Mikko Peltoniemi(4), Aleksi Lehtonen(4), Markus Haakana(4), Mikko Vastaranta(3), Svetlana Saarela(3), Anton Grafström(3), Göran Ståhl(3), Roope Näsi(3), Harri Ojanen(3)