Updating Forest Stand Inventories: Integration of Photo-Interpreted and Airborne Laser Scanning Forest Attributes Using Generic Region Merging Segmentation and kNN Imputation

Author:

Berman Ethan E.1ORCID,Coops Nicholas C.1ORCID,Robere-McGugan Geordie2,Sinclair Ian2,McCartney Grant3,Achim Alexis4ORCID

Affiliation:

1. Department of Forest Resources Management, University of British Columbia, 2424 Main Mall, Vancouver, BCV6T 1Z4, Canada

2. Forest Resources Inventory Unit, Ontario Ministry of Natural Resources and Forestry, Whitney Block 6th Flr Rm 6630, 99 Wellesley St W, Toronto, ONM7A 1W3, Canada

3. Forsite Consultants Ltd, 330 42nd St SW, Salmon Arm, BC, Canada

4. Département des Sciences du bois et de la forêt, Université Laval, Sainte-Foy, QCG1K 7P4, Canada

Funder

Forestry Futures Trust Ontario

Publisher

Informa UK Limited

Reference71 articles.

1. Arya S. Mount D. and Kemp S. E. and Jefferis G. 2019. “RANN: Fast nearest neighbour search (Wraps ANN Library) using L2.” https://CRAN.R-project.org/package=RANN.

2. Baatz M. and Schäpe A. 2000. “Multiresolution segmentation: An optimization approach for high quality multi-scale image segmentation.” Proceedings of the Angewandte Geographische Informations Verarbeitung XII Karlsruhe 12–23.

3. Baston D. 2021. “Exactextractr: Fast extraction from raster datasets using polygons.” https://cran.r-project.org/package=exactextractr.

4. Development of the Ontario Forest Resources Inventory: a historical review

5. Object based image analysis for remote sensing

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