Jari Ala-Ilomäki

Senior Scientist
  • Phone number +358295322337
  • Email address jari.ala-ilomaki@luke.fi
  • Address Latokartanonkaari 9 00790 HELSINKI

Modelling machine-induced soil deformation in forest soils using stump proximity and machine learning

Refereed scientific publications
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2025

Toward a digital twin of forest roads – road weather stations for monitoring road condition and trafficability in Eastern Finland

Refereed scientific publications
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2025

Integration soil contact model : A flexible pressure-sinkage method for simulating low speed vehicles with wheels and tracks

Refereed scientific publications
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2025

High-resolution harvester data for estimating rolling resistance and forest trafficability

Refereed scientific publications
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2024

Measuring forest machine rut depth using inexpensive remote sensing methods : A case study in Finland

Other publications
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2024

Soil, Driving Speed and Driving Intensity Affect Fuel Consumption of Forwarders

Refereed scientific publications
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2022

Effect of vehicle properties and driving environment on fuel consumption and CO2 emissions of timber trucking based on data from fleet management system

Refereed scientific publications
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2022

The effect of bogie track and forwarder design on rut formation in a peatland

Refereed scientific publications
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2021

Predicting rut depth induced by an 8-wheeled forwarder in fine-grained boreal forest soils

Refereed scientific publications
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2020

Assessing extraction trail trafficability using harvester CAN-bus data

Refereed scientific publications
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2020

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

Refereed scientific publications
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2020

Modelling soil moisture – soil strength relationship of fine-grained upland forest soils

Refereed scientific publications
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2019

Soil disturbance by cut-to-length machinery on midgrained soils

Refereed scientific publications
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2019

Predicting forwarder rut formation on fine-grained mineral soils

Refereed scientific publications
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2019

Wheel rut measurements by forest machine mounted LiDAR sensor - Accuracy and potential for operational applications?

Refereed scientific publications
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2017

Estimating the Rut Depth by UAV Photogrammetry

Refereed scientific publications
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2017

Impacts of timber forwarding on physical properties of forest soils in southern Finland

Refereed scientific publications
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2017

Predictability of boreal forest soil bearing capacity by machine learning

Refereed scientific publications
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2016

Moisture sensitive rutting models for fine grain mineral soils

Other publications
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2016

Performance of weather parameters in predicting growing season water table depth variations on drained forested peatlands – a case study from southern Finland

Refereed scientific publications
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2016

The effect of wider logging trails on rut formations in the harvesting of peatland forests

Refereed scientific publications
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2015

New computational methods for efficient utilisation of public data

Other publications
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2015

Variation of the factors affecting soil bearing capacity of ditched pine bogs in Southern Finland

Refereed scientific publications
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2015