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ORCIDStephanie A. Bohlman
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2020 – today
- 2023
[j12]Ira Harmon
, Sergio Marconi, Ben G. Weinstein, Yang Bai, Daisy Zhe Wang, Ethan P. White, Stephanie A. Bohlman:
Improving Rare Tree Species Classification Using Domain Knowledge. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)- [j11]Trina Merrick, Ralf Bennartz, Maria Luisa S. P. Jorge, Carli Merrick, Stephanie A. Bohlman, Carlos Alberto Silva, Stephanie Pau:
Comparing Phenology of a Temperate Deciduous Forest Captured by Solar-Induced Fluorescence and Vegetation Indices. Remote. Sens. 15(21): 5101 (2023) - 2022
- [j10]Ira Harmon, Sergio Marconi, Ben G. Weinstein, Sarah Graves, Daisy Zhe Wang, Alina Zare, Stephanie A. Bohlman, Aditya Singh, Ethan P. White:
Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - 2021
- [j9]Ben G. Weinstein, Sarah J. Graves, Sergio Marconi, Aditya Singh, Alina Zare, Dylan Stewart, Stephanie A. Bohlman, Ethan P. White:
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. 17(7) (2021) - [j8]Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah J. Graves, Stephanie A. Bohlman, Aditya Singh:
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11229-11239 (2021) - [i1]Dylan Stewart, Alina Zare, Sergio Marconi, Ben G. Weinstein, Ethan P. White, Sarah Graves, Stephanie A. Bohlman, Aditya Singh:
Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index. CoRR abs/2105.02186 (2021) - 2020
- [j7]Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White:
Cross-site learning in deep learning RGB tree crown detection. Ecol. Informatics 56: 101061 (2020)
2010 – 2019
- 2019
- [j6]Ben G. Weinstein, Sergio Marconi, Stephanie A. Bohlman, Alina Zare, Ethan P. White:
Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks. Remote. Sens. 11(11): 1309 (2019) - [j5]John Y. Park, Helene C. Muller-Landau, Jeremy W. Lichstein, Sami W. Rifai, Jonathan P. Dandois, Stephanie A. Bohlman:
Quantifying Leaf Phenology of Individual Trees and Species in a Tropical Forest Using Unmanned Aerial Vehicle (UAV) Images. Remote. Sens. 11(13): 1534 (2019) - 2018
- [j4]Yuxi Guo, Sarah Graves, S. Luke Flory, Stephanie A. Bohlman:
Hyperspectral Measurement of Seasonal Variation in the Coverage and Impacts of an Invasive Grass in an Experimental Setting. Remote. Sens. 10(5): 784 (2018) - 2016
- [j3]Leila Kalantari, Paul D. Gader, Sarah Graves, Stephanie A. Bohlman:
One-Class Gaussian Process for Possibilistic Classification Using Imaging Spectroscopy. IEEE Geosci. Remote. Sens. Lett. 13(7): 967-971 (2016) - [j2]Sarah J. Graves, Gregory P. Asner, Roberta E. Martin, Christopher B. Anderson, Matthew S. Colgan, Leila Kalantari, Stephanie A. Bohlman:
Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data. Remote. Sens. 8(2): 161 (2016) - 2014
- [c1]Leila Kalantari, Paul D. Gader, Sarah Graves, Stephanie A. Bohlman:
Evaluating similarity measures for hyperspectral classification of tree species at Ordway-Swisher Biological Station. IGARSS 2014: 2691-2694 - 2011
- [j1]G. Arturo Sanchez-Azofeifa, Benoit Rivard, Joseph Wright, Jilu Feng, Peijun Li, Mei Mei Chong, Stephanie A. Bohlman:
Estimation of the Distribution of Tabebuia guayacan (Bignoniaceae) Using High-Resolution Remote Sensing Imagery. Sensors 11(4): 3831-3851 (2011)
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