List of works - Sakari Tuominen

Airborne laser scanning and digital stereo imagery measures of forest structure: comparative results and implications to forest mapping and inventory update

scholarly article

Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity

scholarly article

Changing stock of biomass carbon in a boreal forest over 93 years

scientific article published in 2010

Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion

scholarly article by Leevi Annala et al published 15 January 2020 in Remote Sensing

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

scientific article published in 2022

Data Combination and Feature Selection for Multi-source Forest Inventory

scientific article published in 2008

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

scientific article published in June 2021

Economic losses caused by tree species proportions and site type errors in forest management planning

scholarly article

Effects of positional errors in model-assisted and model-based estimation of growing stock volume

scientific article

Effects of sample size and model form on the accuracy of model-based estimators of growing stock volume

scientific article

Fotogrammetrisen 3D-latvusmallin ja hyperspektriaineiston käyttö aluetason puustotulkinnassa

High-resolution mapping of forest vulnerability to wind for disturbance-aware forestry

scholarly article

Hyperspectral UAV-imagery and photogrammetric canopy height model in estimating forest stand variables

article by Sakari Tuominen et al published 2017 in Silva Fennica

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

scholarly article

Landsat archive holdings for Finland: opportunities for forest monitoring

scholarly article published in 2018

Mapping biomass variables with a multi-source forest inventory technique

Metsäbiomassan kartoittaminen monilähdeinventoinnilla

Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

scientific article

Multilevel landscape utilization of the Siberian flying squirrel: Scale effects on species habitat use.

scientific article published on 7 September 2017

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

scientific article

The effects of sample plot selection strategy and the number of sample plots on inoptimality losses in forest management planning based on airborne laser scanning data

scientific article published in September 2019

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

scientific article published on 4 November 2023

Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology

scientific article published in 2020

Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network

scientific article

Unmanned aerial system imagery and photogrammetric canopy height data in area-based estimation of forest variables

article by Sakari Tuominen et al published 2015 in Silva Fennica

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

scientific article published in 2023

What Data to Use for Forest Conservation Planning? A Comparison of Coarse Open and Detailed Proprietary Forest Inventory Data in Finland

scientific article

Wheel rut measurements by forest machine-mounted LiDAR sensors – accuracy and potential for operational applications?

scientific article published in 2018

List of works by Sakari Tuominen

Airborne laser scanning and digital stereo imagery measures of forest structure: comparative results and implications to forest mapping and inventory update

Assessment of Classifiers and Remote Sensing Features of Hyperspectral Imagery and Stereo-Photogrammetric Point Clouds for Recognition of Tree Species in a Forest Area of High Species Diversity

Changing stock of biomass carbon in a boreal forest over 93 years

Chlorophyll Concentration Retrieval by Training Convolutional Neural Network for Stochastic Model of Leaf Optical Properties (SLOP) Inversion

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

Data Combination and Feature Selection for Multi-source Forest Inventory

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

Economic losses caused by tree species proportions and site type errors in forest management planning

Effects of positional errors in model-assisted and model-based estimation of growing stock volume

Effects of sample size and model form on the accuracy of model-based estimators of growing stock volume

Fotogrammetrisen 3D-latvusmallin ja hyperspektriaineiston käyttö aluetason puustotulkinnassa

High-resolution mapping of forest vulnerability to wind for disturbance-aware forestry

Hyperspectral UAV-imagery and photogrammetric canopy height model in estimating forest stand variables

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

Landsat archive holdings for Finland: opportunities for forest monitoring

Mapping biomass variables with a multi-source forest inventory technique

Metsäbiomassan kartoittaminen monilähdeinventoinnilla

Model-assisted estimation of growing stock volume using different combinations of LiDAR and Landsat data as auxiliary information

Multilevel landscape utilization of the Siberian flying squirrel: Scale effects on species habitat use.

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

The effects of sample plot selection strategy and the number of sample plots on inoptimality losses in forest management planning based on airborne laser scanning data

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

Towards dynamic forest trafficability prediction using open spatial data, hydrological modelling and sensor technology

Tree Species Identification Using 3D Spectral Data and 3D Convolutional Neural Network

Unmanned aerial system imagery and photogrammetric canopy height data in area-based estimation of forest variables

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

What Data to Use for Forest Conservation Planning? A Comparison of Coarse Open and Detailed Proprietary Forest Inventory Data in Finland

Wheel rut measurements by forest machine-mounted LiDAR sensors – accuracy and potential for operational applications?