A computer vision for animal ecology von Weinstein, Ben G.

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Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks von Weinstein, Ben G., Marconi, Sergio, Bohlman, Stephanie, Zare, Alina, White, Ethan

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A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network von Weinstein, Ben G, Graves, Sarah J, Marconi, Sergio, Singh, Aditya, Zare, Alina, Stewart, Dylan, Bohlman, Stephanie A, White, Ethan P

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Dynamic foraging of a top predator in a seasonal polar marine environment von Weinstein, Ben G., Friedlaender, Ari S.

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DeepForest: A Python package for RGB deep learning tree crown delineation von Weinstein, Ben G., Marconi, Sergio, Aubry‐Kientz, Mélaine, Vincent, Gregoire, Senyondo, Henry, White, Ethan P., Record, Sydne

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Estimating individual-level plant traits at scale von Marconi, Sergio, Graves, Sarah J., Weinstein, Ben G., Bohlman, Stephanie, White, Ethan P.

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A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network von Weinstein, Ben G, Marconi, Sergio, Bohlman, Stephanie A, Zare, Alina, Singh, Aditya, Graves, Sarah J, White, Ethan P

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The role of environment, dispersal and competition in explaining reduced co-occurrence among related species von Weinstein, Ben G, Graham, Catherine H, Parra, Juan Luis

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Small Unmanned Aerial Vehicles (Micro-Uavs, Drones) in Plant Ecology von Cruzan, Mitchell B, Weinstein, Ben G, Grasty, Monica R, Kohrn, Brendan F, Hendrickson, Elizabeth C, Arredondo, Tina M, Thompson, Pamela G

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Individual canopy tree species maps for the National Ecological Observatory Network von Weinstein, Ben G, Marconi, Sergio, Zare, Alina, Bohlman, Stephanie A, Singh, Aditya, Graves, Sarah J, Magee, Lukas, Johnson, Daniel J, Record, Sydne, Rubio, Vanessa E, Swenson, Nathan G, Townsend, Philip, Veblen, Thomas T, Andrus, Robert A, White, Ethan P

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Taxonomic, Phylogenetic, and Trait Beta Diversity in South American Hummingbirds von Weinstein, Ben G., Tinoco, Boris, Parra, Juan Luis, Brown, Leone M., McGuire, Jimmy A., Stiles, F. Gary, Graham, Catherine H.

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Process-Based Species Pools Reveal the Hidden Signature of Biotic Interactions Amid the Influence of Temperature Filtering von Lessard, Jean-Philippe, Weinstein, Ben G., Borregaard, Michael K., Marske, Katharine A., Martin, Danny R., McGuire, Jimmy A., Parra, Juan L., Rahbek, Carsten, Graham, Catherine H.

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Persistent bill and corolla matching despite shifting temporal resources in tropical hummingbird‐plant interactions von Weinstein, Ben G., Graham, Catherine H., Irwin, Rebecca

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RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation von Stewart, Dylan, Zare, Alina, Marconi, Sergio, Weinstein, Ben G., White, Ethan P., Graves, Sarah J., Bohlman, Stephanie A., Singh, Aditya

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Capturing long‐tailed individual tree diversity using an airborne imaging and a multi‐temporal hierarchical model von Weinstein, Ben G., Marconi, Sergio, Graves, Sarah J., Zare, Alina, Singh, Aditya, Bohlman, Stephanie A., Magee, Lukas, Johnson, Daniel J., Townsend, Phillip A., White, Ethan P.

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Scene‐specific convolutional neural networks for video‐based biodiversity detection von Weinstein, Ben G., Pearse, William

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Towards a predictive model of species interaction beta diversity von Graham, Catherine H., Weinstein, Ben G., Chave, Jerome

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MotionMeerkat: integrating motion video detection and ecological monitoring von Weinstein, Ben G., Dray, Stephane

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Cross-site learning in deep learning RGB tree crown detection von Weinstein, Ben G., Marconi, Sergio, Bohlman, Stephanie A., Zare, Alina, White, Ethan P.

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Capturing foraging and resting behavior using nested multivariate Markov models in an air-breathing marine vertebrate von Weinstein, Ben G, Irvine, Ladd, Friedlaender, Ari S

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