Annika Kangas

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

Model-based small-area estimation with area-effects for sampled and non-sampled domains

Refereed scientific publications
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2026

Management approaches in decision support systems to mitigate the risk of natural disturbances in European temperate and boreal forests : a review

Refereed scientific publications
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2026

Emulating a forest growth and productivity model with deep learning

Refereed scientific publications
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2026

Hiilinielulaskennan epävarmuusanalyysi 2. painos

Muut julkaisut
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2026

Hiilinielulaskennan epävarmuusanalyysi

Muut julkaisut
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2026

Tieto lisää tuskaa?

Muut julkaisut
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2025

Mitä Ruotsi teki paremmin?

Muut julkaisut
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2025

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

The effect of sampling design in model-based small area estimation

Refereed scientific publications
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2025

A lightweight dataflow-based software framework for building forest simulators

Refereed scientific publications
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2025

Optimizing forest management in the face of bark beetle risk

Refereed scientific publications
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2025

Kun kirjanpainaja uhkaa

Muut julkaisut
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2025

Mitä metsissämme tapahtuu?

Muut julkaisut
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2025

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

Onneksi meillä on VMI

Muut julkaisut
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2024

Kestävää puuntuotantoa?

Muut julkaisut
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2024

Luonnonmetsän kuolleet puut

Muut julkaisut
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2024

Jälkiviisastelua tulevaisuusskenaarioista

Muut julkaisut
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2024

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

Refereed scientific publications
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2024