Stephanie A. Bohlman

15 papers C 1Journal 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Neuro-Symbolic Framework for Tree Crown Delineation and Tree Species Classification.
Remote. Sens.
Ira Harmon, Ben G. Weinstein, Stephanie A. Bohlman, Ethan P. White, Daisy Zhe Wang
2023 J jnl
Comparing Phenology of a Temperate Deciduous Forest Captured by Solar-Induced Fluorescence and Vegetation Indices.
Remote. Sens.
Trina Merrick, Ralf Bennartz, Maria Luisa S. P. Jorge, Carli Merrick, Stephanie A. Bohlman, Carlos Alberto Silva, Stephanie Pau
2023 J jnl
Improving Rare Tree Species Classification Using Domain Knowledge.
IEEE Geosci. Remote. Sens. Lett.
Ira Harmon, Sergio Marconi, Ben G. Weinstein, Yang Bai, Daisy Zhe Wang, Ethan P. White, Stephanie A. Bohlman
2022 J jnl
Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation.
IEEE Trans. Geosci. Remote. Sens.
Ira Harmon, Sergio Marconi, Ben G. Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie A. Bohlman, Aditya Singh, Ethan P. White
2021 J jnl
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network.
PLoS Comput. Biol.
Ben G. Weinstein, Sarah J. Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie A. Bohlman, Ethan P. White
2021 J jnl
Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index.
CoRR
Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah Graves, Stephanie A. Bohlman, Aditya Singh
2021 J jnl
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah J. Graves, Stephanie A. Bohlman, Aditya Singh
2020 J jnl
Cross-site learning in deep learning RGB tree crown detection.
Ecol. Informatics
Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White
2019 J jnl
Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks.
Remote. Sens.
Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White
2019 J jnl
Quantifying Leaf Phenology of Individual Trees and Species in a Tropical Forest Using Unmanned Aerial Vehicle (UAV) Images.
Remote. Sens.
John Y. Park, Helene C. Muller-Landau, Jeremy W. Lichstein, Sami W. Rifai, Jonathan P. Dandois, Stephanie A. Bohlman
2018 J jnl
Hyperspectral Measurement of Seasonal Variation in the Coverage and Impacts of an Invasive Grass in an Experimental Setting.
Remote. Sens.
Yuxi Guo, Sarah Graves, S. Luke Flory, Stephanie A. Bohlman
2016 J jnl
One-Class Gaussian Process for Possibilistic Classification Using Imaging Spectroscopy.
IEEE Geosci. Remote. Sens. Lett.
Leila Kalantari, Paul D. Gader, Sarah Graves, Stephanie A. Bohlman
2016 J jnl
Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data.
Remote. Sens.
Sarah J. Graves, Gregory P. Asner, Roberta E. Martin, Christopher B. Anderson, Matthew S. Colgan, Leila Kalantari, Stephanie A. Bohlman
2014 C conf
Evaluating similarity measures for hyperspectral classification of tree species at Ordway-Swisher Biological Station.
IGARSS
Leila Kalantari, Paul D. Gader, Sarah Graves, Stephanie A. Bohlman
2011 J jnl
Estimation of the Distribution of
Sensors
G. Arturo Sanchez-Azofeifa, Benoit Rivard, Joseph Wright, Jilu Feng, Peijun Li, Mei Mei Chong, Stephanie A. Bohlman