Annika Kangas

Research Professor
  • Phone number +358295322461
  • Email address annika.kangas@luke.fi
  • Address Yliopistokatu 6 B 80100 JOENSUU

Computing maps of forest structural diversity : aggregate late

Refereed scientific publications
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2025

Integrating spatial aspects in forest planning: Optimizing boreal forest landscapes reveals trade-offs between timber and grouse habitats at multiple scales

Refereed scientific publications
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2025

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

Refereed scientific publications
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2025

Small area estimators in a simulation test

Refereed scientific publications
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2025

Alleviating small sample problem in continuous forest monitoring with remote sensing-assisted Copulas

Refereed scientific publications
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2025

Forest Planning and Continuous Cover Forestry

Refereed scientific publications
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2025

Mapping large European aspen (Populus tremula L.) in Finland using airborne lidar and image data

Refereed scientific publications
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2024

Integrating wind disturbances into forest planning: a stochastic programming approach

Refereed scientific publications
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2024

Unraveling the characteristic spatial scale of habitat selection for forest grouse species in the boreal landscape

Refereed scientific publications
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2024

Estimating the timber value of a forest property using geographically balanced samples and unoccupied aerial vehicle data

Refereed scientific publications
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2024

Application of the Global Uncertainty and Sensitivity Analysis to assess the importance of deadwood characteristics for forest biodiversity

Refereed scientific publications
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2024

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

Refereed scientific publications
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2024

Conjugating remotely sensed data assimilation and model-assisted estimation for efficient multivariate forest inventory

Refereed scientific publications
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2023

Upper stem diameter and volume prediction strategies in the National Forest Inventory of Finland

Refereed scientific publications
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2023

Assessing biodiversity using forest structure indicators based on airborne laser scanning data

Refereed scientific publications
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2023

Understanding uncertainty in forest resources maps

Refereed scientific publications
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2023

Ensure forest-data integrity for climate change studies

Other publications
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2023

Improving Detection of Changepoints in Short and Noisy Time Series with Local Correlations: Connecting the Events in Pixel Neighbourhoods

Refereed scientific publications
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2023

Leveraging remotely sensed non-wall-to-wall data for wall-to-wall upscaling in forest inventory

Refereed scientific publications
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2023

Spatial trade-offs between ecological and economical sustainability in the boreal production forest

Refereed scientific publications
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2023

Value of Information on Root and Butt Rot Presence When Choosing Tree Species for a Previously Spruce-Dominated Stand in Norway

Refereed scientific publications
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2022

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

Gamification of forest-going: Opportunities for players, landowners and the forest industry

Refereed scientific publications
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2022