Remote sensing-based comparative damage assessment of historical storms and hurricanes in Northwestern Florida

A Karaer, M Chen, M Gazzea, M Ghorbanzadeh… - International Journal of …, 2022 - Elsevier
Transportation systems are vulnerable to catastrophic storms while their recovery is vital for
returning a community to its pre-storm state. Therefore, performing an accurate damage …

Post-hurricane vegetative debris assessment using spectral indices derived from satellite imagery

A Karaer, MB Ulak, T Abichou… - Transportation …, 2021 - journals.sagepub.com
Transportation systems are vulnerable to hurricanes and yet their recovery plays a critical
role in returning a community to its pre-hurricane state. Vegetative debris is among the most …

Automated 3D vegetation detection along power lines using monocular satellite imagery and deep learning

M Gazzea, S Aalhus, LM Kristensen… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
Vegetation is one of the primary causes of outages in electricity transmission and distribution
networks and represents a significant expense in maintaining a power grid. While LiDAR or …

Satellite Imagery-based Hurricane Debris Assessment: Model Development and Application in Rural Florida

RB Antwi, S Takyi, EE Ozguven, K Volcy, MS Alam… - 2023 - researchsquare.com
Abstract The Southeastern United States is hit by hurricanes frequently. To provide a quick
response to these natural disasters and expedited recovery, state and federal agencies …

[图书][B] Traffic Data On-the-Fly: Image-Based Big Data Analytics for Resilient and Connected Communities

A Karaer - 2022 - search.proquest.com
Applying 21 st century machine intelligence to the evolving transportation management
systems is under detailed investigation all around the world. The major goals of this …

[PDF][PDF] Machine Learning based Detection and Identification of Trees using High Resolution Satellite Images

S Aalhus - 2021 - bora.uib.no
Vegetation detection and species identification around infrastructure networks such as
power lines, roadways, and pipelines are essential for reducing the risk of damage imposed …