The benefits of data mining. Audrey Bone * and Keith Houck ... are subject to in vivo testing with laboratory animals and in vitro studies in cell lines before they are ever used in human clinical trials. ... Maciejewski et al. have shown that it is possible to use data mining and statistical analysis to extract new insights about adverse drug ...

1. Introduction. Mining is infamous for causing environmental and social harms, especially affecting the human rights of local host-communities (Cato et al., 2022; EITI, 2022; Mancini and Sala, 2018).The problems are particularly acute in countries characterized by weak governance (Milanez, 2021; Manley and Heller, 2020).This isalso where some of the main …

Hence, we propose a Rationality-Based Mining Decision Support Model which utilizes Cost-Benefit Analysis (CBA). It is argued that this novel CBA model should integrate environmental, health, and economic data; wherein the costs associated with contamination remediation, health treatments, and ecosystem services valuation, providing a holistic ...

The benefits of mining to the community are substantial. Through tax revenues including $15.2bn in state royalties alone, high wages and significant purchases of high-value plant and materials, mining-related money …

Mining companies reap huge benefits extracting valuable minerals, but often at a cost to surrounding communities and the environment. ... The extractives or mining industry cause some of the most dramatic impacts …

long histories of mining, benefits came from foreign direct investment (FDI), export revenues, and fiscal revenues. The overall impact of the ... The Contribution of the Mining Sector to Socioeconomic and Human Development. Executive Summary. Introduction. Many low- and middle-income countries have benefited from the com-

This review will cover the impact of coal inhalation on the human organism and how those particles affect the physiology of organs vital to the organism's proper functioning. Medline and Scopus databases were accessed. The database searches only included human epidemiological, review, and coal characterization studies published over the years.

The popular founding manifesto for asteroid mining, John S. ' Mining the Sky (1997) estimated that mining asteroids for valuable metals could provide trillions of dollars of precious metals [12], ... By accruing tangible benefits equally to all eligible human beings directly, a properly adapted Alaska Permanent Fund and citizen's dividend ...

"benefit the most" from the extraction of transition minerals. Legislation that ensures the protection and empowerment of vulnerable populations and fosters shared prosperity can help ensure such outcomes. From mining to renewable energy: Lessons learnt from benefit sharing legislation for a just transition in Africa August 2024 3

The potential benefits that mining brings to a community can be undermined if secrecy surrounds the payment of mining taxes to the government or the benefits shared at the local level. ... However, if mining operations do not respect human rights or abide by regulations, they can cause great harm to the people who live in the area, by forcing ...

What happens after the mine dries up? From his fieldwork interviews, Odell has learned that the development of mines within communities can offer benefits. Mining companies typically invest directly in communities through employment, road construction, and sometimes even by building or investing in schools, stadiums, or health clinics.

Scot Forge helps support mining by developing and manufacturing forged components that are more sustainable as they require less material and are reliable, creating less scrapped parts and waste. A popular thought is that …

It might be that someone has first hand knowledge of the effects of mining on human health, or could point me in the direction of people with first hand knowledge, or of scientists who have studied the effects of mining on the health of human populations. In any case, many thanks for your comments so far! Ned Cresswell. Read Less

Download Citation | The Human Health Benefits of Coal Mine Reclamation | Using a long-difference analysis, reclamation projects for "priority 2" contaminated water sources from abandoned coal ...

Mining activities, including prospecting, exploration, construction, operation, maintenance, expansion, abandonment, decommissioning and repurposing of a mine can impact social and environmental systems in a …

The International Seabed Authority is tasked to develop rules for "equitable sharing of financial and other economic benefits" from deep-sea mining activities in the seabed area beyond national jurisdiction.Without this element of the legal regime, the ISA cannot meet its stated aim of ensuring deep-sea mining activities are undertaken for the 'benefit of …

Clay, or more precisely, certain clay typologies, have been used traditionally by humans for therapeutic, nutritional, and skin-care purposes though they may be responsible for some relatively rare but significant health and skin-care risks. For example, clay particles could adsorb and make available for elimination or excretion any potential toxic elements or toxins being …

Mankind started mining for precious metals between 20,000 and 40,000 years ago. For the last century, mining has been one of our planet's largest industries (it generated 683 billion dollars in revenue in 2018 alone). ... Mining can only benefit indigenous communities when shared environmental, economic, and social goals are in place and ...

Insight Adverse drug reactions The benefits of data mining. Citations (3) References (11) ... with several human leucocyte antigen alleles being associated with DILI. New emerging biomarkers which ...

In human resources, data mining is used to analyze employee performance, predict turnover, and improve recruitment processes. It helps HR managers identify the factors that contribute to employee satisfaction and retention. ... However, it is essential to address privacy concerns and ensure the quality of the data to maximize the benefits of ...

Sustainable mining is the practice of mining minerals and ores while minimizing environmental impacts and promoting economic and social benefits. It involves incorporating …

Uranium mining and processing are associated with a wide range of potential adverse human health risks. Some of these risks arise out of aspects of uranium mining and processing specific to that enterprise, whereas other risks apply to the mining sector generally and still others are linked more broadly to large-scale industrial or construction activities.

The mining industry supports our everyday life but also provides the foundations of engineering achievements for the decades to come. Join the conversation of #WhyMiningMatters and …

The benefits of legalising artisanal mining in South Africa. ... such as gun smuggling, human trafficking and human smuggling, or drugs," according to a 2014 report by the Chamber of Mines. Further dangers arise due to clashes of rival gangs. Since 2012, more than 300 miners have been killed in fights for the best mining areas, usually old ...

Mining poses serious and highly specific threats to biodiversity. ... [4–6] and tensions between mining and conservation are expected to intensify as human populations grow and technologies ... only a small number of site-level …

Two-stage methods have dominated Human-Object Interaction (HOI) detection for several years. Recently, one-stage HOI detection methods have become popular. In this paper, we aim to explore the essential pros and cons of two-stage and one-stage methods. With this as the goal, we find that conventional two-stage methods mainly suffer from positioning positive …

reclamation of abandoned mine sites that had been left before the legislation was enacted in 1977. The fund was generated from a $0.35/ton mining tax on surface coal and $0.15/ton tax on underground coal and is managed by the Office of Surface Mining Reclamation and Enforcement (SMCRA). Today, the Abandoned Mine Land Inventory System (AMLIS) is a

Mining has always been an essential industry for human civilization, providing the raw materials needed for various products and infrastructure. However, mining also has significant impacts on the environment, such as habitat destruction, soil erosion, water pollution, and climate change. ... Ensuring that local communities benefit from mining ...

The benefits of data mining Elife. 2017 Aug 16:6:e30280. doi: 10.7554/eLife.30280. ... data analysis; human; human biology; medicine. Publication types Comment MeSH terms Adverse Drug Reaction Reporting …

While the qualitative impacts of mining have been presented in media outlets such as The New York Times, USA Today, and through several books — Yellow Dirt; The Navajo People and Uranium Mining; Yellowcake Towns — its quantitative costs are largely unknown. 69 – 74 This is the first study of its kind to quantify the human health costs ...