Follow
Sergio Marconi
Sergio Marconi
University of Florida
Verified email at weecology.org - Homepage
Title
Cited by
Cited by
Year
Individual tree-crown detection in RGB imagery using semi-supervised deep learning neural networks
BG Weinstein, S Marconi, S Bohlman, A Zare, E White
Remote Sensing 11 (11), 1309, 2019
1482019
Biophysical effects on temperature and precipitation due to land cover change
L Perugini, L Caporaso, S Marconi, A Cescatti, B Quesada, ...
Environmental Research Letters 12 (5), 053002, 2017
1282017
Cross-site learning in deep learning RGB tree crown detection
BG Weinstein, S Marconi, SA Bohlman, A Zare, EP White
Ecological Informatics 56, 101061, 2020
562020
Does degradation from selective logging and illegal activities differently impact forest resources? A case study in Ghana
G Vaglio Laurin, WD Hawthorne, T Chiti, A Di Paola, R Cazzolla Gatti, ...
iForest-Biogeosciences and Forestry 9, 354-362, 2016
34*2016
A data science challenge for converting airborne remote sensing data into ecological information
S Marconi, SJ Graves, D Gong, MS Nia, M Le Bras, BJ Dorr, P Fontana, ...
PeerJ 6, e5843, 2019
322019
Validation of 3D-CMCC Forest Ecosystem Model (v. 5.1) against eddy covariance data for 10 European forest sites
A Collalti, S Marconi, A Ibrom, C Trotta, A Anav, E d'Andrea, G Matteucci, ...
Geoscientific Model Development 9 (2), 479-504, 2016
282016
The role of respiration in estimation of net carbon cycle: coupling soil carbon dynamics and canopy turnover in a novel version of 3D-CMCC forest ecosystem model
S Marconi, T Chiti, A Nolè, R Valentini, A Collalti
Forests 8 (6), 220, 2017
232017
DeepForest: A Python package for RGB deep learning tree crown delineation
BG Weinstein, S Marconi, M Aubry‐Kientz, G Vincent, H Senyondo, ...
Methods in Ecology and Evolution 11 (12), 1743-1751, 2020
202020
Estimating individual‐level plant traits at scale
S Marconi, SJ Graves, BG Weinstein, S Bohlman, EP White
Ecological Applications 31 (4), e02300, 2021
10*2021
A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network
BG Weinstein, S Marconi, SA Bohlman, A Zare, A Singh, SJ Graves, ...
Elife 10, 2021
102021
Validation of 3D-CMCC Forest Ecosystem Model (v. 5.1) against eddy covariance data for 10 European forest sites, Geosci. Model Dev., 9, 479–504
A Collalti, S Marconi, A Ibrom, C Trotta, A Anav, E D’andrea, G Matteucci, ...
gmd-9-479-2016, 2016
102016
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network
BG Weinstein, SJ Graves, S Marconi, A Singh, A Zare, D Stewart, ...
PLoS computational biology 17 (7), e1009180, 2021
52021
Geographic generalization in airborne RGB deep learning tree detection
BG Weinstein, S Marconi, SA Bohlman, A Zare, EP White
bioRxiv, 790071, 2019
52019
Rethinking global carbon storage potential of trees. A comment on Bastin et al.(2019)
SD Taylor, S Marconi
Annals of Forest Science 77 (2), 1-7, 2020
32020
NEON Crowns: a remote sensing derived dataset of 100 million individual tree crowns
BG Weinstein, S Marconi, S Bohlman, A Zare, A Singh, SJ Graves, ...
BioRxiv, 2020
32020
Harnessing the NEON data revolution to advance open environmental science with a diverse and data‐capable community
RC Nagy, JK Balch, EK Bissell, ME Cattau, NF Glenn, BS Halpern, ...
Ecosphere 12 (12), e03833, 2021
22021
Addressing Annotation Imprecision for Tree Crown Delineation Using the RandCrowns Index
D Stewart, A Zare, S Marconi, B Weinstein, E White, S Graves, S Bohlman, ...
ArXiv210502186 Cs, 2021
22021
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation
D Stewart, A Zare, S Marconi, BG Weinstein, EP White, SJ Graves, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
12021
A benchmark dataset for individual tree crown delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network
BG Weinstein, SJ Graves, S Marconi, A Singh, A Zare, D Stewart, ...
bioRxiv, 2020
12020
Measuring impact of climate change on tree species: analysis of jsdm on fia data
H Choi, A Sadeghian, S Marconi, E White, DZ Wang
arXiv preprint arXiv:1910.04932, 2019
12019
The system can't perform the operation now. Try again later.
Articles 1–20