Timo P Pitkänen

Forskare
  • Telefon +358295328010
  • Email address timo.p.pitkanen(at)luke.fi
  • Adress Latokartanonkaari 9 00790 HELSINKI

Large-scale forest resource mapping with spatial gaps in the training data: Comparison of different modeling approaches

Refereed scientific publications
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2026

An automated Google Earth Engine application for detecting the impacted area of treeless boreal peatland restoration – A tool for practitioners and decision-makers

Refereed scientific publications
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2026

Combining tree-boosting and mixed effects models improves the performance of remote-sensing based forest age predictions

Refereed scientific publications
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2025

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

Other publications
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2025

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

Refereed scientific publications
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2025

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

Refereed scientific publications
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2025

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

Refereed scientific publications
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2025

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

Refereed scientific publications
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2025

EU:n ennallistamisasetuksen suhde maankäyttösektorin ilmastosuunnitelmaan : Metsiä koskeva tarkastelu

Muut julkaisut
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2024

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

Refereed scientific publications
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2024

Automatized Sentinel-2 mosaicking for large area forest mapping

Refereed scientific publications
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2024

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

Refereed scientific publications
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2023

Turvemaiden digitaalinen kartoitus ja turvepeltolohkojen tunnistaminen

Muut julkaisut
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2023

Technical description for the peatland site type data of Finland

Other publications
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2023

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

Refereed scientific publications
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2023

Turvepeltolohkojen määrittely ja tunnistaminen : Maatalousmaiden turvetieto (MaaTu) -hankkeen raportti

Muut julkaisut
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2023

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

Refereed scientific publications
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2022

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

Refereed scientific publications
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2022

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

Other publications
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2021

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

Refereed scientific publications
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2021

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

Refereed scientific publications
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2021

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

Refereed scientific publications
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2021

5. Metsän tuotteet ja biojalostamo – kohti biokiertotaloutta

Muut julkaisut
|
2021

Improving TLS-based stem volume estimates by field measurements

Refereed scientific publications
|
2021