Marconi, Sergio - Publications & Citations

Marconi, Sergio

University of Florida

0H指数

1论文数

0被引数

收录论文 11

发表时间

Memories of Trees Past: Coexistence Implications of Legacy Conspecific Density Dependence 树木往昔的记忆：遗留同种密度依赖性的共存影响

Ecology Letters

IF7.9

2025-10-21

OAAI

Lukas J. Magee; Daniel J. B. Smith; David Bauman; Po-Ju Ke; Helene C. Muller-Landau; Kristina J. Anderson-Teixeira; Jessica Shue; David A. Orwig; Sean McMahon; Stephanie Bohlman; Raelene M. Crandall; Ben Weinstein; Sergio Marconi; Jeremy W. Lichstein; James F. Gillooly; Robert Bagchi; Joseph A. LaManna; Daniel J. Johnson

Capturing long-tailed individual tree diversity using an airborne imaging and a multi-temporal hierarchical model

REMOTE SENSING IN ECOLOGY AND CONSERVATION

IF4.3

2023-05-10

OAAI

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.

Improving Rare Tree Species Classification Using Domain Knowledge

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

OAAI

Harmon, Ira; Marconi, Sergio; Weinstein, Ben; Bai, Yang; Wang, Daisy Zhe; White, Ethan; Bohlman, Stephanie

Continental-scale hyperspectral tree species classification in the United States National Ecological Observatory Network

REMOTE SENSING OF ENVIRONMENT

IF11.4

2022-12-01

OAAI

Marconi, Sergio; Weinstein, Ben G.; Zou, Sheng; Bohlman, Stephanie A.; Zare, Alina; Singh, Aditya; Stewart, Dylan; Harmon, Ira; Steinkraus, Ashley; White, Ethan P.

Injecting Domain Knowledge Into Deep Neural Networks for Tree Crown Delineation 将领域知识注入深度神经网络进行树冠勾画

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-01

OAAI

Harmon, Ira; Marconi, Sergio; Weinstein, Ben; Graves, Sarah; Wang, Daisy Zhe; Zare, Alina; Bohlman, Stephanie; Singh, Aditya; White, Ethan

Estimating individual-level plant traits at scale

ECOLOGICAL APPLICATIONS

IF4.3

2021-03-28

OAAI

Marconi, Sergio; Graves, Sarah J.; Weinstein, Ben G.; Bohlman, Stephanie; White, Ethan P.

A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network

ELIFE

IF0

2021-02-19

OAAI

Weinstein, Ben G.; Marconi, Sergio; Bohlman, Stephanie A.; Zare, Alina; Singh, Aditya; Graves, Sarah J.; White, Ethan P.

DeepForest: A Python package for RGB deep learning tree crown delineation DeepForest: 用于RGB深度学习树冠描绘的Python软件包

METHODS IN ECOLOGY AND EVOLUTION

IF6.2

2020-10-16

OAAI

Weinstein, Ben G.; Marconi, Sergio; Aubry-Kientz, Melaine; Vincent, Gregoire; Senyondo, Henry; White, Ethan P.

Cross-site learning in deep learning RGB tree crown detection

ECOLOGICAL INFORMATICS

IF7.3

2020-03-01

OAAI

Weinstein, Ben G.; Marconi, Sergio; Bohlman, Stephanie A.; Zare, Alina; White, Ethan P.

Biophysical effects on temperature and precipitation due to land cover change 土地覆盖变化对温度和降水的生物物理影响

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2017-05-19

189

OAAI

Perugini, Lucia; Caporaso, Luca; Marconi, Sergio; Cescatti, Alessandro; Quesada, Benjamin; de Noblet-Ducoudre, Nathalie; House, Johanna I.; Arneth, Almut

Validation of 3D-CMCC Forest Ecosystem Model (v.5.1) against eddy covariance data for 10 European forest sites

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2016-02-08

OAAI

Collalti, A.; Marconi, S.; Ibrom, A.; Trotta, C.; Anav, A.; D'Andrea, E.; Matteucci, G.; Montagnani, L.; Gielen, B.; Mammarella, I.; Gruenwald, T.; Knohl, A.; Berninger, F.; Zhao, Y.; Valentini, R.; Santini, M.

研究方向