Timo P Pitkänen

Research Scientist
  • Phone number +358295328010
  • Email address timo.p.pitkanen@luke.fi
  • Address Latokartanonkaari 9 00790 HELSINKI

Implementing an OECD Farmland Habitat Biodiversity Indicator: Lessons and guidelines from eight pilot studies

Other publications
|
2025

Terrestrial and mobile laser scanning for national forest inventories: From theory to implementation

Refereed scientific publications
|
2025

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

Refereed scientific publications
|
2025

Digital mapping of peat thickness and extent in Finland using remote sensing and machine learning

Refereed scientific publications
|
2025

Benchmarking tree species classification from proximally sensed laser scanning data: Introducing the FOR-species20K dataset

Refereed scientific publications
|
2025

Detecting Spatial Patterns of Peatland Greenhouse Gas Sinks and Sources with Geospatial Environmental and Remote Sensing Data

Refereed scientific publications
|
2024

Automatized Sentinel-2 mosaicking for large area forest mapping

Refereed scientific publications
|
2024

CNN-based Boreal Peatland Fertility Classification from Sentinel-1 and Sentinel-2 Imagery

Refereed scientific publications
|
2023

Technical description for the peatland site type data of Finland

Other publications
|
2023

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

Refereed scientific publications
|
2023

Mixed linear and non-linear tree volume models with regional parameters to main tree species in Finland

Refereed scientific publications
|
2022

Quantifying the effects of competition on the dimensions of Scots pine and Norway spruce crowns

Refereed scientific publications
|
2022

Quantifying Tree Crown Plasticity with TLS Data for Improved Individual-tree Growth Models

Other publications
|
2021

Using auxiliary data to rationalize smartphone-based pre-harvest forest mensuration

Refereed scientific publications
|
2021

Detecting structural changes induced by Heterobasidion root rot on Scots pines using terrestrial laser scanning

Refereed scientific publications
|
2021

A new method to estimate branch biomass from terrestrial laser scanning data by bridging tree structure models

Refereed scientific publications
|
2021

Improving TLS-based stem volume estimates by field measurements

Refereed scientific publications
|
2021

Re-calibrating stem volume models – is there change in the tree trunk form from the 1970s to the 2010s in Finland?

Refereed scientific publications
|
2020

Errors related to the automatized satellite-based change detection of boreal forests in Finland

Refereed scientific publications
|
2020

Measuring stem diameters with TLS in boreal forests by complementary fitting procedure

Refereed scientific publications
|
2019

Improving Finnish Multi-Source National Forest Inventory by 3D aerial imaging

Refereed scientific publications
|
2017