Emergency disaster management presents substantial risks and obstacles to shield tunnel building projects, particularly in the event of water leakage accidents. Contemporary water leak detection is critical for guaranteeing safety by reducing the likelihood of disasters and the severity of any resulting damages. However, it can be difficult. Deep learning models can analyse images taken inside the tunnel to look for signs of water damage. This study introduces a unique strategy that employs deep learning techniques, generative adversarial networks (GAN) with long short-term memory (LSTM) for water leakage detection i shield tunnel construction (WLD-STC) to conduct classification and prediction tasks on the massive image dataset. The results demonstrate that for identifying and analysing water leakage episodes during shield tunnel construction, the WLD-STC strategy using LSTM-based GAN networks outperformed other methods, particularly on huge data.

ITU-T E.100 series - Framework of disaster management for disaster relief system

Experts from across Asia gathered to discuss how the next generation of satellite based technologies could help improve disaster preparedness and response at a three-day meeting in Mount Lavinia.

The post Press Release: Satellite imaging and disaster management experts gather in Colombo first appeared on International Water Management Institute (IWMI).

American Medical Association (AMA) updates the position statement for doctors' role in disasters management. The position statement was reinforced

Centre asserts that there is no interference in the rights of the States as disaster management is the first responsibility of the States.

The Disaster Management (Amendment) Bill could be the first step in revamping the architecture and the processes involved

There is plenty of native intelligence among the people that is very useful in averting and responding to disasters. Planning for disaster management must see this as an asset. The top-down planning and implementation currently in vogue is a poor substitute for community participation, says Videh Upadhyay.

— declares Air Peace Boss,Onyema, ‘Hero Of COVID-19’ Considering the global ravages of Corona virus, Nigerian Red Cross said there is urgent need for state governments to establish ministries of humanitarian affairs, disaster management and social development. This, according to the Society, would encourage rapid response to all disaster management activities and alleviate the hardship […]

The post Nigerian Red Cross urges Govts to establish ministries of humanitarian affairs, disaster management appeared first on Nigerian Pilot News.

Experts from across Asia gathered to discuss how the next generation of satellite based technologies could help improve disaster preparedness and response at a three-day meeting in Mount Lavinia.

An integrated approach involving all concerned stakeholders can help farmers combat the ill-effects of climate-induced natural disasters

Carayannopoulos, George, author

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