Annika Kangas

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

Comparison of neural networks and k-nearest neighbors methods in forest stand variable estimation using airborne laser data

Refereed scientific publications
|
2022

Deep learning for forest inventory and planning: a critical review on the remote sensing approaches so far and prospects for further applications

Refereed scientific publications
|
2022

Natural disturbances risks in European Boreal and Temperate forests and their links to climate change – A review of modelling approaches

Refereed scientific publications
|
2022

Potential of Bayesian formalism for the fusion and assimilation of sequential forestry data in time and space

Refereed scientific publications
|
2022

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

Other publications
|
2021

Improving living biomass C-stock loss estimates by combining optical satellite, airborne laser scanning, and NFI data

Refereed scientific publications
|
2021

Effect of root and butt rot uncertainty on optimal harvest schedules and expected incomes at the stand level

Refereed scientific publications
|
2021

Effects of errors in basal area and mean diameter on the optimality of forest management prescriptions

Refereed scientific publications
|
2021

From comprehensive field inventories to remotely sensed wall-to-wall stand attribute data — a brief history of management inventories in the Nordic countries

Refereed scientific publications
|
2021

Improving TLS-based stem volume estimates by field measurements

Refereed scientific publications
|
2021

Economic losses in carbon forestry due to errors in inventory data

Refereed scientific publications
|
2021

Comparison of photogrammetric canopy models from archived and made-to-order aerial imagery in forest inventory

Refereed scientific publications
|
2020

Comparison of the local pivotal method and systematic sampling for national forest inventories

Refereed scientific publications
|
2020

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

Assessing local trends in indicators of ecosystem services with a time series of forest resource maps

Refereed scientific publications
|
2020

Predicting stand age in managed forests using National Forest Inventory field data and airborne laser scanning

Refereed scientific publications
|
2020

Benefits of past inventory data as prior information for the current inventory

Refereed scientific publications
|
2020

Precision of exogenous post-stratification in small-area estimation based on a continuous national forest inventory

Refereed scientific publications
|
2020

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

Refereed scientific publications
|
2020

Effect of cluster configuration and auxiliary variables on the efficiency of local pivotal method for national forest inventory

Refereed scientific publications
|
2019

Catering Information Needs from Global to Local Scales—Potential and Challenges with National Forest Inventories

Refereed scientific publications
|
2019

The effects of sample plot selection strategy and the number of sample plots on inoptimality losses in forest management planning based on airborne laser scanning data

Refereed scientific publications
|
2019

Economic losses caused by tree species proportions and site type errors in forest management planning

Refereed scientific publications
|
2019

The effect of spatial structure of forests on the precision and costs of plot-level forest resource estimation

Refereed scientific publications
|
2019