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A critical review of emerging technologies for flash flood prediction: examining artificial intelligence, machine learning, internet of things, cloud computing, and robotics …
There has been growing interest in the application of smart technologies for hazard
management. However, very limited studies have reviewed the trends of such technologies …
management. However, very limited studies have reviewed the trends of such technologies …
Deep Neural Network-Based Flood Monitoring System Fusing RGB and LWIR Cameras for Embedded IoT Edge Devices
Floods are among the most common disasters, causing loss of life and enormous damage to
private property and public infrastructure. Monitoring systems that detect and predict floods …
private property and public infrastructure. Monitoring systems that detect and predict floods …
The Digital Twin City in Enhancing Flood Evacuation Systems: Future Opportunities and Challenges
In recent decades, the increasing frequency and severity of natural disasters have
necessitated the development of more effective disaster management systems. This paper …
necessitated the development of more effective disaster management systems. This paper …
Enhancing flood monitoring and prevention using machine learning and IoT integration
Floods subject human life, property, and infrastructure to the highest level of danger; hence,
proper monitoring with proper prevention action is necessary. This paper proposes a new …
proper monitoring with proper prevention action is necessary. This paper proposes a new …
FSAS: An IoT‐Based Security System for Crop Field Storage
Internet of Things abstracts the ability to remotely associate and observe things or objects
over the Internet. When it comes to agriculture, this idea has been incorporated to make …
over the Internet. When it comes to agriculture, this idea has been incorporated to make …
A new strong convective precipitation forecasting method based on attention mechanism and spatio-temporal reasoning
Z Zhao, Z Wang, G Zhao, J Zhao - Scientific Reports, 2024 - nature.com
Radar observation variables reflect the precipitation amount of strong convective
precipitation processes, which accurate forecast is an important difficulty in weather …
precipitation processes, which accurate forecast is an important difficulty in weather …
[PDF][PDF] Adaptive Momentum-Backpropagation Algorithm for Flood Prediction and Management in the Internet of Things.
J Thankappan, K Mary, D Raj, DJ Yoon… - Computers, Materials & …, 2023 - researchgate.net
Flooding is a hazardous natural calamity that causes significant damage to lives and
infrastructure in the real world. Therefore, timely and accurate decision-making is essential …
infrastructure in the real world. Therefore, timely and accurate decision-making is essential …
Leveraging machine learning and low-cost hardware for economical wind-driven water level prediction
Although the prospect of the Internet of Things (IoT) is almost unlimited, develo** IoT
techniques can look discouraging, demanding a multidomain expertise and complex web …
techniques can look discouraging, demanding a multidomain expertise and complex web …
Managing flash flood crises with cultural perspectives: A user-centric feature identification study
Flash floods are severe disaster that have caused enormous damage to people, property,
and the environment. Despite the conventional emphasis on technical and engineering …
and the environment. Despite the conventional emphasis on technical and engineering …
Flood scenarios vehicle detection algorithm based on improved YOLOv9
J Sun, C Xu, C Zhang, Y Zheng, P Wang, H Liu - Multimedia Systems, 2025 - Springer
In light of challenges such as vehicle obstructions and road inundation during floods,
ascertaining vehicle locations becomes arduous. Existing object detection algorithms are …
ascertaining vehicle locations becomes arduous. Existing object detection algorithms are …