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Marconi, Sergio
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1

Individual canopy tree species maps for the National Ecolog..:

Weinstein, Ben G. ; Marconi, Sergio ; Zare, Alina...
PLOS Biology.  22 (2024)  7 - p. e3002700 , 2024
Link: https://doi.org/10.1371/..
 
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2

Capturing long‐tailed individual tree diversity using an ai..:

Weinstein, Ben G. ; Marconi, Sergio ; Graves, Sarah J....
Remote Sensing in Ecology and Conservation.  9 (2023)  5 - p. 656-670 , 2023
Link: https://doi.org/10.1002/..
 
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3

Improving Rare Tree Species Classification Using Domain Kno..:

Harmon, Ira ; Marconi, Sergio ; Weinstein, Ben...
IEEE Geoscience and Remote Sensing Letters.  20 (2023)  - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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4

Data science competition for cross-site individual tree spe..:

Graves, Sarah J. ; Marconi, Sergio ; Stewart, Dylan...
PeerJ.  11 (2023)  - p. e16578 , 2023
Link: https://doi.org/10.7717/..
 
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5

Data Carpentry for Biologists: A semester long Data Carpent..:

White, Ethan ; Brym, Zachary ; Marx, Andrew...
Journal of Open Source Education.  5 (2022)  50 - p. 139 , 2022
Link: https://doi.org/10.21105..
 
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6

Continental-scale hyperspectral tree species classification..:

Marconi, Sergio ; Weinstein, Ben G. ; Zou, Sheng...
Remote Sensing of Environment.  282 (2022)  - p. 113264 , 2022
Link: https://doi.org/10.1016/..
 
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7

RandCrowns: A Quantitative Metric for Imprecisely Labeled T..:

Stewart, Dylan ; Zare, Alina ; Marconi, Sergio...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  14 (2021)  - p. 11229-11239 , 2021
Link: https://doi.org/10.1109/..
 
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8

Estimating individual‐level plant traits at scale:

Marconi, Sergio ; Graves, Sarah J. ; Weinstein, Ben G...
Ecological Applications.  31 (2021)  4 - p. , 2021
Link: https://doi.org/10.1002/..
 
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9

A remote sensing derived data set of 100 million individual..:

Weinstein, Ben G ; Marconi, Sergio ; Bohlman, Stephanie A...
eLife.  10 (2021)  - p. , 2021
Link: https://doi.org/10.7554/..
 
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10

Harnessing the NEON data revolution to advance open environ..:

Nagy, R. Chelsea ; Balch, Jennifer K. ; Bissell, Erin K....
Ecosphere.  12 (2021)  12 - p. , 2021
Link: https://doi.org/10.1002/..
 
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11

Estimating individual-level plant traits at scale:

Marconi, Sergio ; Graves, Sarah J. ; Weinstein, Ben G...
Ecological Applications.  31 (2021)  4 - p. 1-15 , 2021
Link: https://www.jstor.org/st..
 
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12

A benchmark dataset for canopy crown detection and delineat..:

Weinstein, Ben G. ; Graves, Sarah J. ; Marconi, Sergio...
PLOS Computational Biology.  17 (2021)  7 - p. e1009180 , 2021
Link: https://doi.org/10.1371/..
 
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13

Expanding NEON biodiversity surveys with new instrumentatio..:

Kitzes, Justin ; Blake, Rachael ; Bombaci, Sara...
Ecosphere.  12 (2021)  11 - p. , 2021
Link: https://doi.org/10.1002/..
 
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14

DeepForest: A Python package for RGB deep learning tree cro..:

Weinstein, Ben G. ; Marconi, Sergio ; Aubry‐Kientz, Mélaine...
Methods in Ecology and Evolution.  11 (2020)  12 - p. 1743-1751 , 2020
Link: https://doi.org/10.1111/..
 
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15

Cross-site learning in deep learning RGB tree crown detecti..:

Weinstein, Ben G. ; Marconi, Sergio ; Bohlman, Stephanie A...
Ecological Informatics.  56 (2020)  - p. 101061 , 2020
Link: https://doi.org/10.1016/..
 
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