Výsledky vyhledávání - "Sarah J. Becker"

Akademický článek

Automated Built-Up Infrastructure Land Cover Extraction Using Index Ensembles with Machine Learning, Automated Training Data, and Red Band Texture Layers

Autor: Megan C. Maloney, Sarah J. Becker, Andrew W. H. Griffin, Susan L. Lyon, Kristofer Lasko

Publikováno v: Remote Sensing, Vol 16, Iss 5, p 868 (2024)

Automated built-up infrastructure classification is a global need for planning. However, individual indices have weaknesses, including spectral confusion with bare ground, and computational requirements for deep learning are intensive. We present a c

Externí odkaz: https://doaj.org/article/4afb12a1538447c0a40792e5b45437e4

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Akademický článek

Automated Training Data Generation from Spectral Indexes for Mapping Surface Water Extent with Sentinel-2 Satellite Imagery at 10 m and 20 m Resolutions

Autor: Kristofer Lasko, Megan C. Maloney, Sarah J. Becker, Andrew W. H. Griffin, Susan L. Lyon, Sean P. Griffin

Publikováno v: Remote Sensing, Vol 13, Iss 22, p 4531 (2021)

This study presents an automated methodology to generate training data for surface water mapping from a single Sentinel-2 granule at 10 m (4 band, VIS/NIR) or 20 m (9 band, VIS/NIR/SWIR) resolution without the need for ancillary training data layers.

Externí odkaz: https://doaj.org/article/6161a5bed89240a9842e572dcc904218

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A Code of Digital Ethics: laying the foundation for digital ethics in a science and technology company

Autor: Sarah J. Becker, André T. Nemat, Simon Lucas, René M. Heinitz, Manfred Klevesath, Jean Enno Charton

Publikováno v: AI & SOCIETY.

The rapid and dynamic nature of digital transformation challenges companies that wish to develop and deploy novel digital technologies. Like other actors faced with this transformation, companies need to find robust ways to ethically guide their inno

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a6d134c832de6df3a66c9e70b08d5109
https://doi.org/10.1007/s00146-021-01376-w

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Automated Training Data Generation from Spectral Indexes for Mapping Surface Water Extent with Sentinel-2 Satellite Imagery at 10 m and 20 m Resolutions

Autor: Sean P. Griffin, Kristofer Lasko, Sarah J. Becker, Andrew Griffin, Susan L. Lyon, Megan C. Maloney

Publikováno v: Remote Sensing
Volume 13
Issue 22
Remote Sensing, Vol 13, Iss 4531, p 4531 (2021)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fd9f8dab5380a7e2b15ff5a0606b4f8e

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A multi-biome study of tree cover detection using the Forest Cover Index

Autor: Megan C. Maloney, Sarah J. Becker, Andrew Griffin

Tree cover maps derived from satellite and aerial imagery directly support civil and military operations. However, distinguishing tree cover from other vegetative land covers is an analytical challenge. While the commonly used Normalized Difference V

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c3fddbeee3292210e1e72d713bd0a92a
https://doi.org/10.21079/11681/42003

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Elektronická kniha

Digitale Ethik in Healthcare : Praxisleitfaden für Unternehmen

Autor: André T. Nemat, Sarah J. Becker

Mit der digitalen Transformation – im Gesundheitswesen wie auch in allen anderen Branchen – wird digitale Ethik zu einer neuen, aber wesentlichen Disziplin. Digitale Ethik zielt auf den vertrauensbildenden und angemessenen Umgang mit Daten und al

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