@inproceedings{f36552b2a26e4066b9a378071404ee77,
title = "Multispectral Drone Data Analysis on Coastal Dunes",
abstract = "We devise a method to study coastal dune vegetation based on drone data orthomosaic mapping and machine learning algorithms to distinguish objects with spatial and color accuracy from numerous high-quality drone multispectral images. It allows accurate surveying on the density of coastal dune vegetation and potentially individual species. We thus analyze big data to develop tools for coastal resiliency and sustainability.",
keywords = "ANN, Big Data, Climate Change, Drone Images, Environmental Science, Multispectral Data, Random Forests, SVM",
author = "Britnie Gonzalez-Moodie and Shane Daiek and Jorge Lorenzo-Trueba and Varde, {Aparna S.}",
note = "Funding Information: B. Gonzales-Moodie is funded by a summer research grant from the College of Science and Mathematics at Montclair State University. A. Varde is supported by NSF grants 2018575 and 2117308. She is currently a visiting researcher at Max Planck Institute for Informatics, Saarbrucken, Germany. J. Lorenzo-Trueba and S. Daiek acknowledge NSF grant 2103754. We thank drone pilot Jesse Kolodin for help with data collection. Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE International Conference on Big Data, Big Data 2021 ; Conference date: 15-12-2021 Through 18-12-2021",
year = "2021",
doi = "10.1109/BigData52589.2021.9671340",
language = "English",
series = "Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "5903--5905",
editor = "Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama Fayyad and Xingquan Zhu and Hu, {Xiaohua Tony} and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez",
booktitle = "Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021",
}
