Strengthening the Connection and Monitoring of Dead Zones: Implementing Drone-Based Monitoring Images Using 6G IoT and Deep Learning

W Cheng, Z Yang - Wireless Personal Communications, 2024 - Springer
Abstract Massive Internet of Things (IoT) with millions of devices communicating at high data
rates and low latency will be made possible by 6G. Advanced sensing is a major application …

Deep learning for arbitrary-shaped water pooling region detection on aerial images

P Mylvaganam, MB Dissanayake - 2022 Moratuwa Engineering …, 2022 - ieeexplore.ieee.org
Recent rapid development in Unmanned Aerial Vehicles (UAVs) have extensively promoted
several types of civilian tasks. In this paper, we propose and compare two different deep …

Automatic flood detection by leveraging deep convolutional neural networks

DP Wilfried, N Rai, K Singla - 2023 11th International …, 2023 - ieeexplore.ieee.org
Early and precise flood detection from satellite imagery can help with rescue preparation
and damage assessment for geophysical systems. Historically, hand-crafted methods have …

Leveraging AI for Natural Disaster Management: Takeaways From The Moroccan Earthquake

MS Hackathon - arXiv preprint arXiv:2311.08999, 2023 - arxiv.org
The devastating 6.8-magnitude earthquake in Al Haouz, Morocco in 2023 prompted critical
reflections on global disaster management strategies, resulting in a post-disaster hackathon …

Uav image analysis of flooded area using convolutional neural networks

AV Shubhasree, P Sankaran… - … on Connected Systems …, 2022 - ieeexplore.ieee.org
India has seen numerous flood events with severe infra structural damages and fatalities in
recent years. UAV assisted technologies can contribute towards preparedness and …

Flood detection using remote sensing and deep learning approaches

S Patil, S Sawant, A Joshi - 2023 14th International Conference …, 2023 - ieeexplore.ieee.org
A flood is an overflow of water that covers dry land. Floods can happen for a number of
reasons, such as prolonged periods of severe rain, melting snow, or the collapse of levees …

A Comprehensive survey on CNN models on assessment of nitrate contamination in groundwater

R Siddthan, PM Shanthi - 2022 6th International Conference on …, 2022 - ieeexplore.ieee.org
In many places in the world, groundwater nitrate pollution is a major issue. Close to the
livestock waste disposal site (LWDS), coprostanol and nitrate concentrations in the soil were …

TDMA Slot Allocation for UAV Formations: Minimum Superframe Lengths for Two-Dimensional Equidistant Deployments

A Samandari, A Willig - 2022 32nd International …, 2022 - ieeexplore.ieee.org
This paper looks at the case of mitigating col-lisions between Unmanned Aerial Vehicles
(UAVs) in a formation through the use of safety beacons to relay information about UAVs that …

Adapt: an open-source suas payload for real-time disaster prediction and response with ai

D Davila, J VanPelt, A Lynch, A Romlein… - arXiv preprint arXiv …, 2022 - arxiv.org
Small unmanned aircraft systems (sUAS) are becoming prominent components of many
humanitarian assistance and disaster response (HADR) operations. Pairing sUAS with …

Geospatial analysis of flood causes and extent of flood damages in Swat Valley, North Pakistan

U Manglore, AU Rahman, F Marwat… - Natural and Applied …, 2024 - ideapublishers.org
Floods are the most dangerous and recurring natural hazard that can destroy people's
property, lives, and livelihoods, and they occur because of extreme weather events …