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.

In view of the problems of low accuracy, long time consuming and low efficiency of the existing engineering investment risk assessment method; this paper puts forward the investment risk assessment method of power grid construction project based on grey correlation analysis. Firstly, classify the risks of power grid construction project; secondly, determine the primary index and secondary index of investment risk assessment of power grid construction project; then construct the correlation coefficient matrix of power grid project investment risk to calculate the correlation degree and weight of investment risk index; finally, adopt the grey correlation analysis method to construct investment risk assessment function to realise investment risk assessment. The experimental results show that the average accuracy of evaluating the investment risk of power grid construction projects using the method is 95.08%, and the maximum time consuming is 49 s, which proves that the method has high accuracy, short time consuming and high evaluation efficiency.

Washington — The Environmental Protection Agency has released a draft of its human health and ecological risk assessments for glyphosate, a commonly used herbicide, and stated that it intends to seek public comment on the draft.

What is the difference between an electrical risk assessment, a shock assessment and an arc flash assessment?

Not all risks hold equal weight. For example, focusing efforts on reducing the frequency of safety-related incidents doesn’t necessarily lead to a reduction in the severity of incidents.

The Gulf Research Program (GRP) of the National Academies of Sciences, Engineering, and Medicine today announced grant awards for seven new projects totaling $5.3 million.

Introducing drone operations into the nation’s airspace can provide substantial benefits to society, such as preventing derailments, inspecting cell phone towers, delivering medical devices to patients in cardiac distress, and assisting firefighters, says a new congressionally mandated report by the National Academies of Sciences, Engineering, and Medicine.

EPA should conduct an ecological risk assessment of ultraviolet filters used in sunscreens, given the evidence that aquatic ecosystems in the U.S. and possibly endangered species are exposed to these UV filters, and given the importance of these ingredients in skin cancer prevention.

When it comes to accidents, manufacturing ranks second highest of all industries. That comes despite OSHA regulations and American National Standards Institute (ANSI) standards. A key culprit is unguarded hazardous machinery. 

The cascade of generally well-known catastrophic events associated with lead exposure continue to unfold.

The information in this article demonstrates that risk assessment for pregnant worker concerns has been known globally for decades, even more than a century ago within the U.S.

Although it seems to make perfect, intuitive sense that people would get hurt when they are doing the most dangerous things, that isn’t what actually happens to more than 95 percent of us. So, what does this mean in terms of the old risk assessment matrix?

Rothstein Publishing Wins 2 Top Books of the Year by ASIS International

MorganHill is proud to announce the release of its new ISO 27001 Risk Assessment Template, designed to assist organizations in navigating the complexities of the ISO/IEC 27001:2022 certification process.

MorganHill is excited to announce the release of its innovative ISO 27001 Risk Assessment Template, designed to streamline the process of achieving ISO 27001 certification for organizations of all sizes.

MorganHill, a pioneering leader in information security solutions, is excited to announce the release of its ISO 27001 Risk Assessment Template, now available for instant download.

PrestigePEO leverages AI-driven insights for informed decision-making and optimal pricing strategies

UK SMEs are urged to complete a risk assessment, after new research reveals that one third of businesses do not have a policy in place.

In light of a recent series of fires in high-rise buildings with combustible facades, including the Grenfell tower fire, the National Fire Protection Association (NFPA) has initiated a project to develop a fire risk assessment tool for these types of buildings to assist local authorities globally with fire safety in their communities.

A risk assessment tool is a piece software that assists businesses in identifying risks, evaluate their severity and devise mitigation strategies. Such tools can also improve internal communication and document management procedures, while also reducing operational costs. A matrix is commonly used in risk assessment software to help companies determine the likelihood of an event […]

G20 Finance Ministers have welcomed a new OECD/G20 framework designed to help governments develop financial strategies for disaster risk management.

The OECD Environmental Risk Assessment Toolkit describes the work flow for environmental risk assessment and management of chemicals with links to available OECD material relevant for the different steps in risk assessment and management. This new version of the Toolkit is more interactive and has added functionalities. It will be populated with additional tools and case studies in the future.

This document follows on from a report entitled Important Issues on Risk Assessment of Manufactured Nanomaterials [ENV/JM/MONO(2012)8]. This report identified a range of issues which the WPMN considered important in risk assessment and which should be addressed in the future. It summarised results of a survey which was circulated to delegations of the WPMN, methodologies used to analyze the survey, and the identified priorities.

The OECD has published guidance to facilitate the ecological risk assessment of organometallic and organic metal salt substances. A strategy is presented based on key steps that first consider the fate of these substances in the environment, the identification of moieties of concern, and subsequently the selection of an appropriate path forward to either assess the inorganic moiety and/or the individual substance.

The Gulf Research Program (GRP) of the National Academies of Sciences, Engineering, and Medicine today announced grant awards for seven new projects totaling $5.3 million.

Introducing drone operations into the nation’s airspace can provide substantial benefits to society, such as preventing derailments, inspecting cell phone towers, delivering medical devices to patients in cardiac distress, and assisting firefighters, says a new congressionally mandated report by the National Academies of Sciences, Engineering, and Medicine.

Scientists involved in a pan-European project to develop better methods of risk assessment say maps that show such cumulative risks geographically are easy to interpret and should be considered as practical tools for conveying risk information to decision makers and the general public.

As the development of nanomaterials increases, a recent study recommends combining life cycle analysis and risk assessment to improve our understanding of the potential environmental and human health impacts of products containing nanomaterials.

Scientists involved in a pan-European project to develop better methods of risk assessment say maps that show such cumulative risks geographically are easy to interpret and should be considered as practical tools for conveying risk information to decision makers and the general public.

Assessment (ERA), each with different goals. The researchers find that overlaps between the three assessments could be combined to create a more comprehensive form of ERA, usable by regulators and environmental decision makers.

A new study provides the first global estimates of river and coastal flooding, highlighting past and future trends, and indicates that Asia and Europe are two of the regions that are worst affected. The researchers suggest that their methods could be useful in developing a global framework for flood risk assessment.

This study is one of few to assess the genetic diversity of crops in an agroecosystem over several years. Researchers analysed the genetic makeup of oilseed rape plants within and outside crop fields over four years. They found similarity between cultivars of field plants in one year and those of feral plants (unplanted) in the following year. They also found persistence of the cultivars within the feral plants, which suggests that feral populations with genetically modified (GM) traits might result from persistent GM traits within field seed banks. The researchers say their findings could aid impact assessments of GM crops.

Invasive alien species (IAS) pose a threat to native European biodiversity and cost the EU annual damages worth EUR 12 billion as a result of IAS effects on human health, damaged infrastructure, and agricultural losses. IAS are the focus of Target 9 of the Convention of Biological Diversity (CBD) and Target 5 of the EU Biodiversity Strategy: ‘By 2020, IAS and their pathways are identified and prioritised… pathways are managed to prevent the introduction and establishment of new IAS.’ The EU framework for action against IAS is set out in a Regulation adopted in 2014. This provides for the adoption of a list of IAS of Union concern that will be subject to restrictions across the EU. The first step in order to consider a species for listing is to undertake a risk assessment.

Environmental risk assessment is challenging because of the complexity of the physical and ecological systems around us. Natural disasters, the spread of dangerous substances, ecosystem changes leading to food and health security issues, and the emergence of new materials, new events and new knowledge make it essential to update our understanding continually, to be able to identify threats and opportunities for timely action. This Thematic Issue presents some collaborative and integrated paths towards forward-thinking assessment and management of environmental risks.

Chemicals regulation in Europe could be improved through integrated risk assessment, says an EU project. The project team presents a range of perspectives on how the integration of hazard, exposure and socio-economic assessments can be promoted and implemented.

To assess the risk posed by metals in the aquatic environment, Biotic Ligand Models (BLMs) were developed, and are now considered suitable for use in regulatory risk assessments. This study reviews the advantages of BLMs and BLM-based software tools, providing examples from across the EU, and offers recommendations for their widespread implementation.

The use of two methods to systematise evidence-evaluation methods is reviewed in nine EU regulations dealing with chemicals risk assessment. The majority of frameworks were found to promote the use of ‘weight of evidence’ or ‘systematic review’-style approaches, but the study found a lack of structured, consistent and detailed guidance for these approaches. The researchers recommend this guidance is developed collaboratively by European regulatory agencies and points to best practice for this guidance.

Chemicals are everywhere and new substances are regularly being introduced to the market. However, only some pose a risk to the environment. How do we decide which of them to monitor? A new study using a database of chemicals found in fish in the Baltic Sea has assessed which chemicals are commonly monitored. The researchers suggest that monitoring is biased towards known, already regulated hazardous chemicals, and recommend changes to address other chemicals.

A method for developing ecological scenarios for assessing pesticides’ risks to aquatic wildlife has been developed. It is based on the selection of vulnerable taxa according to biological trait information, exposure conditions and environmental properties. The method should help decision makers define what to include in ecological models used for future pesticide risk assessments and is proposed as a way to increase the ecological realism of pesticide risk assessment.

A recent study has evaluated frameworks and tools used in Europe to assess the potential health and environmental risks of manufactured nanomaterials. The study identifies a trend towards tools that provide protocols for conducting experiments, which enable more flexible and efficient hazard testing. Among its conclusions, however, it notes that no existing frameworks meet all the study’s evaluation criteria and calls for a new, more comprehensive framework.

Evaluating the level of danger to human health from exposure to multiple chemicals in contaminated sites is a complex task. To address this difficulty, researchers have developed a new screening tool that can be incorporated into public health risk assessment, which may include polluted former industrial plants, waste dumps, or even land where pesticides have been used. This ‘hazard index’ approach indicates when risk to health is high, which organs are most affected, and where further evaluation should be conducted in the context of environmental or occupational exposure at such sites.

Although methods to assess the impact of genetically modified (GM) crops on terrestrial ecosystems are well defined, impacts on aquatic ecosystems have received less attention. A recent study has shown how the first step of an Environmental Risk Assessment could be applied in an aquatic environment, to assess the exposure of aquatic organisms to proteins in GM crops, using Bt maize as a case study.

Assessments of the effects on organisms likely to come into contact with genetically modified (GM) plants have been reviewed in a recent study. The researchers say such assessments help to understand the potential ecological impacts within the environment and are an important part of the risk assessments for GM plants.

High-throughput ‘omics’ technologies, which allow exact and synchronised study of thousands of DNA, RNA, proteins and other molecules, are rapidly becoming more advanced and affordable. As these technologies develop, it is becoming quicker, easier and more affordable to generate unprecedented amounts of biological data, much of which could usefully inform environmental management. So far, however, the application of omics information in environmental management has failed to keep pace with the rapid development of omics-based research, meaning there is untapped potential. A recent study highlights the value of bringing omics information into environmental management and outlines practical ways in which omics can contribute to the risk assessment and management of chemicals.

Statement Highlights: High cholesterol, at any age, can increase a person’s lifetime risk for heart disease and stroke. A healthy lifestyle is the first step in prevention and treatment to lower that risk. The 2018 guidelines recommend more detailed risk assessments to help health care providers better determine a person’s individualized risk and treatment options. In some cases, a coronary artery calcium score can help determine a person’s need for cholesterol-lowering treatment, if their risk status is uncertain or if the treatment decision isn't clear.

Supreme Court Justice Timothy Ginnane orders a COVID-19 risk assessment be undertaken at Port Phillip Prison after finding there was a prima facie case prison authorities breached their duty of care.