Wetland Modelling in the Great Lakes and St. Lawrence River Basins: Leveraging Multi-Frequency SAR, Geomorphometry, and National Inventory Datasets

M. D. Lizak, B. DeVries, J. B Lindsay, A. N. Rodriguez

University of Guelph, Canada

Assessing Urban Plant Biodiversity Using RGB Drone Remote Sensing: The Trade-Offs of Spatial Resolution

C. Gazal, A. Kross, J. Donnini, S. E. Turner

Department of Geography, Planning and Environment, Concordia University, Montreal, QC H3G 1M8, Canada

Assessing the Potential of Large Language Models for Complex Time-Series Change Detection: A Reasoning-Based Approach

A. Nieto Rodriguez, Dr. B. DeVries, Dr. A. Berg, M. D. Lizak

University of Guelph, Canada

Mapping the formation and drainage of Thermokarst Lakes in North America using Landsat time series

S. Yekeen¹, Dr. B. DeVries¹, Dr. A. Berg¹, Dr. P. Marsh²

¹University of Guelph, Canada; ²Wilfrid Laurier University, Waterloo, Canada

Analysis of the Attractiveness of Cycling Infrastructures in Sherbrooke using Image Segmentation

G. Méret, P. Apparicio, S. Foucher

Université de Sherbrooke, Canada

The National Burned Area Composite (NBAC) of Canada’s Wildfires

R. Skakun, S. Rodrigue, J. Little, G. Castilla

Natural Resources Canada

Spectral Diversity as a Predictor of Tree Diversity: Exploring Challenges and Opportunities Across Forest Ecosystems

J. Donnini¹, A. Kross¹, C. Alejo^1,2,3

¹Concordia University; ²Sustainability in the Digital Age; ³Future Earth Canada Hub

Optimizing Vegetation Indices to Estimate Grasslands Productivity Using Principal Component Analysis Based on Hyperspectral Imaging

M. A. Luna^1,3, M. Cordeiro^1,3, D. Walker², K. Ominski^1,3

¹University of Manitoba, Department of Animal Science, Canada; ²University of Manitoba, Department of Geography and Environment, Canada; ³National Centre for Livestock and the Environment, University of Manitoba, Canada

3D Volume Estimation of Stereo Image Pairs for a Dynamic Subject using Depth Estimation and Photogrammetry

D. E. Almuina Pica, Dr. A. S. Abdelrahman

Toronto Metropolitan University, Canada

Monitoring Water Levels in Canadian Lakes and Reservoirs using the Surface Water and Ocean Topography (SWOT) Mission

G. Logie, L. Yee, G. Nieuwenhuis, R. Babu

Sparkgeo Consulting Inc.

Spatial Assessment of Population Vulnerability to Urban Heat in 14 Major French Cities

R. Légaré¹, P. Apparicio¹, R. Fournier¹, Y. Bouroubi¹, D. Fox²

¹Université of Sherbrooke (Canada); ²Université Côte d'azur (France)

Advancing Weed Management: Hyperspectral Imaging and Machine Learning for Herbicide-resistant Weed Detection

M. Natarajan, Dr. K. Singh, P. Ravichandran, Dr. C. Geddes, Dr. B. Tidemann

Agriculture and Agri-Food Canada, Canada

Real-time estimation of tree stem volume in a harvester

M.-H. Gadbois-Del Carpio¹, R. Fournier¹, J. Ravaglia², M. Vaidis³, A. Carmichael¹, S. Foucher¹, F. Bietchoua Yingou¹

¹Université de Sherbrooke, Canada; ²Université de Strasbourg; ³Groupe Carvi

Analysis of surface water bodies using Sentinel-2 images and water indices

Dr. F. Fatolazadeh, Dr. K. Goïta

Université Sherbrooke and CCRS, Canada

Monitoring and Forecasting Dam Deformation using InSAR: A Case Study of Oldman River Dam, Alberta

R. Farhadiani¹, Dr. S. M. J. Mirzadeh¹, Dr. E. Roshani², Dr. S. Homayouni¹

¹Institut national de la recherche Scientifique (INRS), Canada; ²National Research Council, Ottawa, Canada

Comparison of Mask R-CNN Performance for Tree Detection on UAV Imagery

M. Kaviani¹, Dr. B. Leblon¹, Dr. T. Akilan¹, Dr. D. Amishev¹, Dr. A. LaRocque², Dr. A. Haddadi³

¹Lakehead University, Canada; ²University of New Brunswick; ³A&L Canada Laboratories

Deep Learning Subpixel Change Detection from Modis 250m Imagery in Canada with Geographically Dependent Transition Matrices

Z. F. Dewis, Dr. L. L. Xu

University of Calgary, Canada

Evaluating Optimal Pixel Size for Accurate Tree Height Estimation from LiDAR-Derived Canopy Height Models

R. Akter¹, F. Akhter², C. P. Laroque¹

¹Mistik Askiwin Dendrochronology Laboratory (MAD Lab), University of Saskatchewan, Saskatoon, SK S7N 5E8, Canada.; ²Agriculture Agri-Food Canada, Indian Head, Saskatchewan S0G 2K0, Canada.

Hydroperiod Modelling in the Canadian Prairies Using Multi-Temporal Imagery and Deep Learning

J. Evans, L. Boychuck

Ducks Unlimited Canada, Canada

Integrating satellite and LiDAR data to model landscape forest productivity in uneven-aged and managed forests in central B.C.

F. Khalifeh Soltanian¹, C. E. Chisholm², P. Dykstra³, C. Elkin⁴

¹University of Northern British Columbia, BC, Canada; ²Aleza Lake Research Forest, UNBC, BC; ³Ministry of Forests, Lands and Natural Resources, BC, Canada; ⁴FRBC/Slocan Mixedwood Ecology Chair, UNBC, BC, Canada

Modelling Vegetation Regeneration of Seismic Lines in Boreal Caribou Ranges

J. S. Deurloo¹, J. Simms²

¹Alberta Biodiversity Monitoring Institute, Canada; ²Independent Contractor, Revelstoke, BC

Ground Penetrating Radar (GPR) Mensuration of Range Landscape Foliar, Root and Soil Carbon Storage

D. B. Hays¹, A. Y. Agbona¹, H. R. Guzman¹, N. Ageyi²

¹Crop Phenomics, United States of America; ²Texas A&M University