2023

2022

Wong, C., Mercado, L., Arain, M.A., Ensminger, I. (2022). Remotely sensed carotenoid dynamics improve modelling photosynthetic phenology in conifer and deciduous forests. Agricultural and Forest Meterology, 321. https://doi.org/10.1016/j.agrformet.2022.108977

Harikumar, A.; D’Odorico, P.; Ensminger, I. (2022) Combining Spectral, Spatial-Contextual, and Structural Information in Multispectral UAV Data for Spruce Crown Delineation. Remote Sens. doi.org/10.3390/rs14092044

2021

D’Odorico, P., Schönbeck, L., Vitali, V., Meusburger, K., Schaub, M., Ginzler, C., Zweifel, R., Velasco, V. M. E., Gisler, J., Gessler, A., & Ensminger, I. (2021). Drone-based physiological index reveals long-term acclimation and drought stress responses in trees. Plant, Cell & Environment, 44(11), 3552–3570. https://doi.org/10.1111/pce.14177

2022

Harikumar, A. (2022, July). Drone-based High-throughput Phenotyping For Monitoring Forest Health and Breeding Trees Better Adapted to Future Climate. 10th International Conference on Agro-Geoinformatics, 43rd Canadian Symposium on Remote Sensing, Quebec City, Canada.

Harikumar, A. (2022, December 3). High-throughput Phenotyping of Growth in White Spruce Genotypes using Drone based Time-series LiDAR Remote Sensing Data. Canadian Society of Plant Biologists Eastern Regional Meeting, University of Toronto Scarborough.

Wang, S. (2022, December 3). Summer water stress leads to earlier downregulation of photosynthesis at the end of the growing season in temperate forest tree species. CSPB Eastern Regional Meeting, University of Toronto Scarborough.

2021

Harikumar, A., Wang, S., & Ensminger, I. (2021). A Band Grouping Based Approach for Phenotype-Class Mapping of Tree Genotypes Using Spectro-Temporal Information in Hyperspectral Time-Series UAV Data. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 6060–6063. https://doi.org/10.1109/IGARSS47720.2021.9555063

Wang, S., Harikumar, A., Isabel, N., Lenz, P., & Ensminger, I. (2021). High-throughput Phenotypic-Trait-Class Mapping using Crown Structural Information in Very-High-Spatial-Resolution Photogrammetric Multispectral Drone Data. 2021, AGU Fall Meeting 2021, B25I-1595.

2020

Harikumar, A., D’Odorico, P., & Ensminger, I. (2020). A Fuzzy Approach to Individual Tree Crown Delineation in Uav Based Photogrammetric Multispectral Data. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 4132–4135. https://doi.org/10.1109/IGARSS39084.2020.9324303