Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

by Ben G. Weinstein, Sergio Marconi, Stephanie Bohlman, Alina Zare, Ethan White
Published 2019-06-01

A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network

by Ben G Weinstein, Sergio Marconi, Stephanie A Bohlman, Alina Zare, Aditya Singh, Sarah J Graves, Ethan P White
Published 2021-02-01

A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network.

by Ben G Weinstein, Sarah J Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie A Bohlman, Ethan P White
Published 2021-07-01

A data science challenge for converting airborne remote sensing data into ecological information

by Sergio Marconi, Sarah J. Graves, Dihong Gong, Morteza Shahriari Nia, Marion Le Bras, Bonnie J. Dorr, Peter Fontana, Justin Gearhart, Craig Greenberg, Dave J. Harris, Sugumar Arvind Kumar, Agarwal Nishant, Joshi Prarabdh, Sundeep U. Rege, Stephanie Ann Bohlman, Ethan P. White, Daisy Zhe Wang
Published 2019-02-01