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

A Hamedianfar, C Mohamedou, A Kangas… - Forestry, 2022 - academic.oup.com
Data processing for forestry applications is challenged by the increasing availability of multi-
source and multi-temporal data. The advancements of Deep Learning (DL) algorithms have …

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

C Mohamedou, A Kangas… - Canadian Journal of …, 2022 - cdnsciencepub.com
Forest resource assessments based on multi-source and multi-temporal data have become
more common. Therefore, enhancing the prediction capabilities of forestry dynamics by …

Value of quality information of Scots pine stands in timber bidding

A Kangas, H Mäkinen… - Canadian journal of …, 2010 - cdnsciencepub.com
In any decision-making situation under uncertainty, the decision-maker can either choose
between different alternatives with the current information or reduce the uncertainty by …

[PDF][PDF] Model for diameter distribution from assortments volumes: theoretical formulation and a case application with a sample of timber trade data for clear-cut sections

J Siipilehto, M Rajala - 2019 - jukuri.luke.fi
This study examined a theoretical model for stand structures from the volumes of pulpwood
and saw logs of clear-cut stands. The average stem size was used to estimate the number of …

Estimation of the diameter distribution of a stand marked for cutting using finite mixtures

K Nordhausen, T Nummi - Canadian journal of forest research, 2007 - cdnsciencepub.com
The aim of this paper is to find a parametric model for the diameter distribution when a
sample of trees in a stand is measured by a harvester. It has important applications prior to …

[PDF][PDF] Forest-level bucking optimization including transportation cost, product demands and stand characteristics

J Uusitalo - The 3rd Forest Engineering Conference. October, 2007 - Citeseer
Background The activity of cutting tree stems into shorter logs is usually named tree bucking.
The resulting logs are suitable for further processing as saw logs, pulp logs, poles and other …

In-situ calibration of stand level merchantable and sawlog volumes using cut-to-length harvester measurements and airborne laser scanning data

T Karjalainen, L Mehtätalo, P Packalen, J Malinen… - Forestry, 2022 - academic.oup.com
Forest management inventories assisted by airborne laser scanning (ALS) can be used to
predict different forest attributes. These predictions are utilized in practical forestry, but in the …

Some Models and Their Extensions for Longitudinal Analyses

T Nummi - Data Science and SDGs: Challenges, Opportunities …, 2021 - Springer
In this article, I present some of my statistical research in the field of longitudinal data
analysis along with applications of these methods to real data sets. The aim is not to cover …

Szerokość pasma jądrowego estymatora rozkładu pierśnic w drzewostanach olszy czarnej (Alnus glutinosa (L.) Gaertn.) z zachodniej części Kotliny Sandomierskiej

P Pogoda, W Ochal, S Orzel - sylwan, 2018 - agro.icm.edu.pl
Szerokość pasma jądrowego estymatora rozkładu pierśnic w drzewostanach olszy czarnej (Alnus
glutinosa (L.) Gaertn.) z zacho Page 1 sylwan 162 (5): 411−421, 2018 Piotr Pogoda, Wojciech …