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Ira Harmon, Ben Weinstein, Stephanie Bohlman, Ethan White, Daisy Zhe Wang

Sarah J. Graves, Sergio Marconi, Dylan Stewart, Ira Harmon, Ben Weinstein, Yuzi Kanazawa, Victoria M. Scholl, Maxwell B. Joseph, Joseph McGlinchy, Luke Browne, Megan K. Sullivan, Sergio Estrada-Villegas, Daisy Zhe Wang, Aditya Singh, Stephanie Bohlman, Alina Zare, Ethan P. White

Ben G. Weinstein, Sergio Marconi, Sarah J. Graves, Alina Zare, Aditya Singh, Stephanie A. Bohlman, Lukas Magee, Daniel J. Johnson, Phillip A. Townsend, Ethan P. White

Xiaojuan Zhang, Yongxiu Zhou, Peihao Peng, Guoyan Wang

Sergio Marconi, Ben G. Weinstein, Sheng Zou, Stephanie A. Bohlman, Alina Zare, Aditya Singh, Dylan Stewart, Ira Harmon, Ashley Steinkraus, Ethan P. White

Jonathan Williams, Toby D. Jackson, Carola-Bibiane Schönlieb, Tom Swinfield, Bambang Irawan, Eva Achmad, Muhammad Zudhi, Habibi Habibi, Elva Gemita, David A. Coomes

Cristina Barber, Sarah J. Graves, Jefferson S. Hall, Pieter A. Zuidema, Jodi Brandt, Stephanie A. Bohlman, Gregory P. Asner, Mario Bailón, T. Trevor Caughlin

J.S. Wiener, G.B. Pasternack

Ira Harmon, Sergio Marconi, Ben Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie Bohlman, Aditya Singh, Ethan White

Sara Beery, Guanhang Wu, Trevor Edwards, Filip Pavetic, Bo Majewski, Shreyasee Mukherjee, Stanley Chan, John Morgan, Vivek Rathod, Jonathan Huang

Rafael Hologa, Konstantin Scheffczyk, Christoph Dreiser, Stefanie Gärtner

Jie Yang, Xiaoyang Song, Min Cao, Xiaobao Deng, Wenfu Zhang, Xiaofei Yang, Nathan G Swenson

Teja Kattenborn, Jens Leitloff, Felix Schiefer, Stefan Hinz

Sergio Marconi, Sarah J. Graves, Ben G. Weinstein, Stephanie Bohlman, Ethan P. White

Charlie Schrader-Patton, Nancy Grulke, Craig Bienz

Aaron M. Wesley, Timothy C. Matisziw

Zhaoju Zheng, Yuan Zeng, Fabian D. Schneider, Yujin Zhao, Dan Zhao, Bernhard Schmid, Michael E. Schaepman, Felix Morsdorf

Justin Kitzes, Rachael Blake, Sara Bombaci, Melissa Chapman, Sandra M. Duran, Tao Huang, Maxwell B. Joseph, Samuel Lapp, Sergio Marconi, William K. Oestreich, Tessa A. Rhinehart, Anna K. Schweiger, Yiluan Song, Thilina Surasinghe, Di Yang, Kelsey Yule

Marsel Vagizov R., Eugenie Istomin P., Valerie Miheev L., Artem Potapov P., Natalya Yagotinceva V.

Bechu K.V. Yadav, Arko Lucieer, Susan C. Baker, Gregory J. Jordan

Victoria M. Scholl, Joseph McGlinchy, Teo Price-Broncucia, Jennifer K. Balch, Maxwell B. Joseph

Daniel S. W. Katz, Stuart A. Batterman, Shannon J. Brines

Victoria Scholl, Megan Cattau, Maxwell Joseph, Jennifer Balch

Justin Kitzes, Lauren Schricker

2024	A Neuro-Symbolic Framework for Tree Crown Delineation and Tree Species Classification Remote Sensing Ira Harmon, Ben Weinstein, Stephanie Bohlman, Ethan White, Daisy Zhe Wang
2023	Data science competition for cross-site individual tree species identification from airborne remote sensing data PeerJ Sarah J. Graves, Sergio Marconi, Dylan Stewart, Ira Harmon, Ben Weinstein, Yuzi Kanazawa, Victoria M. Scholl, Maxwell B. Joseph, Joseph McGlinchy, Luke Browne, Megan K. Sullivan, Sergio Estrada-Villegas, Daisy Zhe Wang, Aditya Singh, Stephanie Bohlman, Alina Zare, Ethan P. White
2023	Capturing long‐tailed individual tree diversity using an airborne imaging and a multi‐temporal hierarchical model Remote Sensing in Ecology and Conservation Ben G. Weinstein, Sergio Marconi, Sarah J. Graves, Alina Zare, Aditya Singh, Stephanie A. Bohlman, Lukas Magee, Daniel J. Johnson, Phillip A. Townsend, Ethan P. White
2022	A Novel Multimodal Species Distribution Model Fusing Remote Sensing Images and Environmental Features Sustainability Xiaojuan Zhang, Yongxiu Zhou, Peihao Peng, Guoyan Wang
2022	Continental-scale hyperspectral tree species classification in the United States National Ecological Observatory Network Remote Sensing of Environment Sergio Marconi, Ben G. Weinstein, Sheng Zou, Stephanie A. Bohlman, Alina Zare, Aditya Singh, Dylan Stewart, Ira Harmon, Ashley Steinkraus, Ethan P. White
2022	Monitoring early-successional trees for tropical forest restoration using low-cost UAV-based species classification Frontiers in Forests and Global Change Jonathan Williams, Toby D. Jackson, Carola-Bibiane Schönlieb, Tom Swinfield, Bambang Irawan, Eva Achmad, Muhammad Zudhi, Habibi Habibi, Elva Gemita, David A. Coomes
2022	Species‐level tree crown maps improve predictions of tree recruit abundance in a tropical landscape Ecological Applications Cristina Barber, Sarah J. Graves, Jefferson S. Hall, Pieter A. Zuidema, Jodi Brandt, Stephanie A. Bohlman, Gregory P. Asner, Mario Bailón, T. Trevor Caughlin
2022	Scale dependent spatial structuring of mountain river large bed elements maximizes flow resistance Geomorphology J.S. Wiener, G.B. Pasternack
2022	Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation IEEE Transactions on Geoscience and Remote Sensing Ira Harmon, Sergio Marconi, Ben Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie Bohlman, Aditya Singh, Ethan White
2022	2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Sara Beery, Guanhang Wu, Trevor Edwards, Filip Pavetic, Bo Majewski, Shreyasee Mukherjee, Stanley Chan, John Morgan, Vivek Rathod, Jonathan Huang
2021	Tree Species Classification in a Temperate Mixed Mountain Forest Landscape Using Random Forest and Multiple Datasets Remote Sensing Rafael Hologa, Konstantin Scheffczyk, Christoph Dreiser, Stefanie Gärtner
2021	On the modelling of tropical tree growth: the importance of intra-specific trait variation, non-linear functions and phenotypic integration Annals of Botany Jie Yang, Xiaoyang Song, Min Cao, Xiaobao Deng, Wenfu Zhang, Xiaofei Yang, Nathan G Swenson
2021	Review on Convolutional Neural Networks (CNN) in vegetation remote sensing ISPRS Journal of Photogrammetry and Remote Sensing Teja Kattenborn, Jens Leitloff, Felix Schiefer, Stefan Hinz
2021	Estimating individual‐level plant traits at scale Ecological Applications Sergio Marconi, Sarah J. Graves, Ben G. Weinstein, Stephanie Bohlman, Ethan P. White
2021	Assessment of Ponderosa Pine Vigor Using Four-Band Aerial Imagery in South Central Oregon: Crown Objects to Landscapes Forests Charlie Schrader-Patton, Nancy Grulke, Craig Bienz
2021	Methods for Measuring Geodiversity in Large Overhead Imagery Datasets IEEE Access Aaron M. Wesley, Timothy C. Matisziw
2021	Mapping functional diversity using individual tree-based morphological and physiological traits in a subtropical forest Remote Sensing of Environment Zhaoju Zheng, Yuan Zeng, Fabian D. Schneider, Yujin Zhao, Dan Zhao, Bernhard Schmid, Michael E. Schaepman, Felix Morsdorf
2021	Expanding NEON biodiversity surveys with new instrumentation and machine learning approaches Ecosphere Justin Kitzes, Rachael Blake, Sara Bombaci, Melissa Chapman, Sandra M. Duran, Tao Huang, Maxwell B. Joseph, Samuel Lapp, Sergio Marconi, William K. Oestreich, Tessa A. Rhinehart, Anna K. Schweiger, Yiluan Song, Thilina Surasinghe, Di Yang, Kelsey Yule
2021	Visual Digital Forest Model Based on a Remote Sensing Data and Forest Inventory Data Remote Sensing Marsel Vagizov R., Eugenie Istomin P., Valerie Miheev L., Artem Potapov P., Natalya Yagotinceva V.
2021	Tree crown segmentation and species classification in a wet eucalypt forest from airborne hyperspectral and LiDAR data International Journal of Remote Sensing Bechu K.V. Yadav, Arko Lucieer, Susan C. Baker, Gregory J. Jordan
2021	Fusion neural networks for plant classification: learning to combine RGB, hyperspectral, and lidar data PeerJ Victoria M. Scholl, Joseph McGlinchy, Teo Price-Broncucia, Jennifer K. Balch, Maxwell B. Joseph
2020	Improved Classification of Urban Trees Using a Widespread Multi-Temporal Aerial Image Dataset Remote Sensing Daniel S. W. Katz, Stuart A. Batterman, Shannon J. Brines
2020	Integrating National Ecological Observatory Network (NEON) Airborne Remote Sensing and In-Situ Data for Optimal Tree Species Classification Remote Sensing Victoria Scholl, Megan Cattau, Maxwell Joseph, Jennifer Balch
2019	The Necessity, Promise and Challenge of Automated Biodiversity Surveys Environmental Conservation Justin Kitzes, Lauren Schricker
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