AIMC Topic: Natural Disasters

Clear Filters Showing 1 to 6 of 6 articles

Multimodal Social Sensing for the Spatio-Temporal Evolution and Assessment of Nature Disasters.

Sensors (Basel, Switzerland) Sep 11, 2024
Social sensing, using humans as sensors to collect disaster data, has emerged as a timely, cost-effective, and reliable data source. However, research has focused on the textual data. With advances in information technology, multimodal data such as i...
Humans Neural Networks, Computer Risk Assessment Spatio-Temporal Analysis China Social Media Disasters Rain Natural Disasters
View on PubMed DOI

Can Building "Artificially Intelligent Cities" Safeguard Humanity from Natural Disasters, Pandemics, and Other Catastrophes? An Urban Scholar's Perspective.

Sensors (Basel, Switzerland) May 25, 2020
In recent years, artificial intelligence (AI) has started to manifest itself at an unprecedented pace. With highly sophisticated capabilities, AI has the potential to dramatically change our cities and societies. Despite its growing importance, the u...
Humans Artificial Intelligence Pandemics Prospective Studies Cities Natural Disasters
View on PubMed DOI

Artificial Intelligence for Natural Hazards Risk Analysis: Potential, Challenges, and Research Needs.

Risk analysis : an official publication of the Society for Risk Analysis May 19, 2020
Artificial intelligence (AI) methods have seen increasingly widespread use in everything from consumer products and driverless cars to fraud detection and weather forecasting. The use of AI has transformed many of these application domains. There are...
Humans Artificial Intelligence Risk Assessment Weather Disaster Planning Natural Disasters
View on PubMed DOI

Nature Disaster Risk Evaluation with a Group Decision Making Method Based on Incomplete Hesitant Fuzzy Linguistic Preference Relations.

International journal of environmental research and public health Apr 13, 2018
Because the natural disaster system is a very comprehensive and large system, the disaster reduction scheme must rely on risk analysis. Experts' knowledge and experiences play a critical role in disaster risk assessment. The hesitant fuzzy linguistic...
Algorithms Risk Assessment Fuzzy Logic Decision Making Linguistics Natural Disasters
View on PubMed DOI

[AI based Evaluation of Psychotrauma related to Lahars in the Commune of Prêcheur in the French Antilles].

Sante mentale au Quebec Jan 1, 2024
Objectives Natural disasters have a significant impact on mental health. Data collected from the population offer a unique opportunity for post-disaster monitoring to help identify psychological support needs. The aim of this study is: 1) to identify...
Humans Artificial Intelligence Female Adult Male Middle Aged Stress Disorders, Post-Traumatic France Natural Disasters
View on PubMed

Using deep learning for acoustic event classification: The case of natural disasters.

The Journal of the Acoustical Society of America Apr 1, 2021
This study proposes a sound classification model for natural disasters. Deep learning techniques, a convolutional neural network (CNN) and long short-term memory (LSTM), were used to train two individual classifiers. The study was conducted using a d...
Neural Networks, Computer Machine Learning Deep Learning Acoustics Natural Disasters
View on PubMed DOI
Popular Topics
Recent Journals