Towards robust validation strategies for EO flood maps

Flood maps based on Earth Observation (EO) data inform critical decision-making in almost every stage of the disaster management cycle, directly impacting the ability of affected individuals and governments to receive aid as well as informing policies on future adaptation. However, flood map validat...

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Bibliographic Details
Published in:	Remote sensing of environment Vol. 315; p. 114439
Main Authors:	Landwehr, Tim, Dasgupta, Antara, Waske, Björn
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 15.12.2024
Subjects:	Binary classification problem class Class imbalance decision making disaster preparedness environment Flood extent mapping Flood map validation Remote sensing risk standard deviation Synthetic aperture radar Flood map validation Flood extent mapping Class imbalance Binary classification problem Synthetic aperture radar Remote sensing
ISSN:	0034-4257
Online Access:	Get full text
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