MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing

Z Li, I Demir - Environmental Modelling & Software, 2024 - Elsevier
There is a growing interest in developing GEE applications to improve the reusability of GEE
scripts and reduce manual effort for water-body extraction. Right now, there is a need for …

EarthObsNet: A comprehensive Benchmark dataset for data-driven earth observation image synthesis

Z Li, Y Sermet, I Demir - Environmental Modelling & Software, 2025 - Elsevier
Recently, there are attempts to expand the current usage of satellite Earth surface
observation images to forward-looking applications to support decision-making and fast …

An Integrated Framework for Actionable Flood Warnings on Road Structures Using High Resolution Satellite Imagery

Z Li, BZ Demiray, M Muste, I Demir - 2024 - eartharxiv.org
Floods rank among the most devastating natural hazards globally. Unlike many other natural
calamities, floods typically occur in densely populated regions, resulting in immediate and …

Augmentation and Extrapolation of Streamflow and Rainfall Datasets Using Deep Learning

M Sit - 2023 - search.proquest.com
The literature on deep learning applications for hydrologic research could be broadly
summarized as repeated usage of the similar deep learning architectures for new regions …

An Integrated Flood Impact Assessment Framework for Mitigation and Decision Support Systems

Y Alabbad - 2023 - search.proquest.com
Flooding is one of the most prevalent types of natural disasters affecting communities
worldwide. It is expected to persist with increasing magnitude and frequency due to climate …

Advances in AI, cyber systems, and data-driven techniques for large-scale flood mapping

Z Li - 2024 - search.proquest.com
Floods rank among the most devastating natural disasters, challenging humanity for over a
millennium. Recent advancements in physical sciences have significantly enhanced our …

Actionable Flood Warnings based on Ground-truth Data to Support Iowa DOT BridgeWatch Platform Functionality

I Demir, M Muste, Z Li, BZ Demiray - 2024 - rosap.ntl.bts.gov
The expectation of improved flood warnings has become critical for many agencies and
communities at a time when flooding is increasingly severe and widespread. Formulation of …