Sakari Tuominen

Erikoistutkija
  • Puhelinnumero +358295322167
  • Email address sakari.tuominen@luke.fi
  • Osoite Latokartanonkaari 9 00790 HELSINKI

Peatland pixel-level classification via multispectral, multiresolution and multisensor data using convolutional neural network

Refereed scientific publications
|
2025

Stratified, spatially regular and balanced cluster sampling for cost-efficient environmental surveys.

Refereed scientific publications
|
2025

Enhancing forest inventory Accuracy: Comparing 3D-CNN and k-NN with genetic algorithm Approaches using ALS data across boreal bioregions

Refereed scientific publications
|
2025

Turvepeltojen ennallistamistoimien kompensaatiomahdollisuudet turvetuotantoalueilla ja ojitetuissa suometsissä

Muut julkaisut
|
2024

EU:n ennallistamisasetuksen suhde maankäyttösektorin ilmastosuunnitelmaan : Metsiä koskeva tarkastelu

Muut julkaisut
|
2024

EU:n metsäkatoasetuksen mahdolliset vaikutukset Suomessa

Muut julkaisut
|
2024

Automatized Sentinel-2 mosaicking for large area forest mapping

Refereed scientific publications
|
2024

The relationship between forest structure and naturalness in the Finnish national forest inventory

Refereed scientific publications
|
2024

Technical description for the peatland site type data of Finland

Other publications
|
2023

Metsähallituksen alue-ekologisen suunnittelun arviointi 2023

Muut julkaisut
|
2023

Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland

Refereed scientific publications
|
2023

Recreating structurally realistic tree maps with airborne laser scanning and ground measurements

Refereed scientific publications
|
2023

Spatial patterns of biomass change across Finland in 2009–2015

Refereed scientific publications
|
2023

Vegetation impacts ditch methane emissions from boreal forestry-drained peatlands—Moss-free ditches have an order-of-magnitude higher emissions than moss-covered ditches

Refereed scientific publications
|
2023

Kohti vaikuttavaa talousmetsien luonnonhoitoa

Muut julkaisut
|
2022

Talousmetsien luonnonhoidon tehostamisen vaihtoehdot

Muut julkaisut
|
2022

Bayesian Approach for Optimizing Forest Inventory Survey Sampling with Remote Sensing Data

Refereed scientific publications
|
2022

Metsätalousmaan puuston ja maaperän hiilivarastot ja -tase Turun kaupungin alueella 2019 – 2035

Muut julkaisut
|
2022

Comparison of neural networks and k-nearest neighbors methods in forest stand variable estimation using airborne laser data

Refereed scientific publications
|
2022

Sources and sinks of greenhouse gases in the landscape: Approach for spatially explicit estimates

Refereed scientific publications
|
2021

Developing a spatially explicit modelling and evaluation framework for integrated carbon sequestration and biodiversity conservation: application in southern Finland

Refereed scientific publications
|
2021

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

Refereed scientific publications
|
2021

Comparison of photogrammetric canopy models from archived and made-to-order aerial imagery in forest inventory

Refereed scientific publications
|
2020

Environmental factors affecting the distributions of the native Eurasian beaver and the invasive North American beaver in Finland

Refereed scientific publications
|
2020