Category Archives: Data Mining
Did right-wing organization violate campaign law and its own tax-exempt status? – Akron Beacon Journal
South Florida Sun-Sentinel
Its more than coincidence when Republican legislatures throughout the nation all start singing the same right-wing marching songs, as in the frenzy to bar critical race theory from public schools that arent even teaching the university-level discipline.
That hysteria, an outlet for pent-up racism, has been fed not just by Fox News but also by a spider web of mostly tax-exempt political organizations in which the American Legislative Exchange Council ALEC for short is arguably the most significant.
Accurately described as a conservative corporate bill mill and as the back room where laws are born, ALEC indoctrinates like-minded state legislators at annual conferences heavily subsidized by corporate donors, and it drafts model legislation to be introduced in Tallahassee, Austin and other red state capitals.
Now its accused, apparently credibly, of helping Republican legislators win elections in violation of its tax-exempt status. Two Florida lawmakers are named in the complaint.
The stand your ground law promoting the use of deadly force was hatched in Florida but eagerly promulgated nationwide by ALEC, doubtlessly to the delight of gun manufacturers. Following the 2012 shooting death of 17-year-old Trayvon Martin in Sanford, a boycott campaign prompted Coca-Cola and several other corporations to quit ALEC, which announced it would be refocusing on business-friendly legislation rather than hot-button social issues.
But now, its back in the culture wars.
The 1619 curriculum is infecting our schools, warned an ALEC post last December hyperbolically promoting a workshop on critical race theory. Diversity training is taking over our workplaces.
ALEC has also been a fountainhead of voter suppression and anti-union laws, limitations on alternative energy the petrochemical Koch brothers were major funders and pressure to reopen the public marketplace before COVID-19 could be brought under control.
Although ALEC is effectively a powerful mega lobby, it is tax-exempt as an educational organization. As such, its not supposed to make campaign contributions.
But it does that in a big way, according to complaints recently filed with the IRS and with Florida, Ohio and 13 other states. The complaints are serious and deserve to be taken as such.
[In Ohio, the Center for Media and Democracy and Common Cause Ohio requested the Ohio Elections Commission investigate allegations against three lawmakers, including Rep. Scott Wiggam, R-Wooster. The commission will review the complaint on Oct. 7.]
The complaint to the Florida Elections Commission identified Republican state Reps. Spencer Roach and Jason Fischer, ALECs two Florida state chairs, as likely recipients of valuable software thats priced beyond what Florida law allows. Neither has reported any such contribution to their campaigns or responded to emails asking for comment. No contributions from ALEC appear in the Secretary of States election database.
Florida law sets a $1,000 limit on contributions to a legislative campaign and requires the reporting of all donations, whether in money or in kind.
According to the complaint filed by the Center for Media and Democracy, one of ALECs arch-foes, it distributed election campaign software worth between $2,376 and $5,760 to an unknown number of state legislators as a benefit of their membership. The estimate Is based on the manufacturers pricing structure to non-ALEC members.
The software, produced by Voter Gravity, a concern linked to the Republican National Committee, comes fully loaded with all campaign data and functions, according to the complaint. Data entered by ALEC members supposedly is added to the RNCs database, benefitting the national party as well as local legislators.
The complaint, citing information provided by a whistleblower, contends that the software gives ALEC members access to party affiliation, ideology, issue interest, income, education, religion, Tea Party support, voter history, precinct information and turnout score data for voters in their districts, and services that they can use to create walking lists for door-knocking, set door-knocking and phone calling goals, track supporters, and create election day strike lists to maximize the turnout of their supporters.
The software's precise and voluminousinformation about voters implies massive data mining and goes far beyond the lists maintained by Florida election supervisors.
Among other things, the complaint asks the Florida Elections Commission to issue subpoenas to identify all Florida ALEC members who may have received the free software for their 2020 campaigns and determine whether they or their staff used it on state time or in state offices, along with the identities of those who funded the program.
But its improbable that the commission could do any of that for the near future. Its presently one member short of a quorum and lacks even a chair and vice chair. Five seats are vacant, leaving only four members whose terms have long since expired. Gov. Ron DeSantis is responsible for appointing replacements from lists submitted by the Senate president, House speaker and the Democratic leaders of both houses. But he has appointed no one to the commission since taking office in January 2019.
Its insane, said Barbara Anne Stern, a Fort Lauderdale lawyer who had served since 2012 until her recent resignation.
In Washington, the Internal Revenue Serviceis under new and hopefully improved management. It has often appeared indifferent to organizations abusing their tax-exempt status. The ALEC complaint is a timely and appropriate opportunity to do better.
As for DeSantis, he was a keynote speaker at ALECs confab in Salt Lake City late last month, rousing the audience with a diatribe against masking requirements and a Faucian dystopia. Although he would seem unlikely to let the Elections Commission have a go at the ALEC complaint, one can always hope. Increasingly in Florida, hope is all thats left.
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Dotmatics To Deliver the Foundation For Croda’s R&D Digital Program: Artificial Intelligence and Data Mining – Business Wire
BISHOPS STORTFORD, England--(BUSINESS WIRE)--Dotmatics Ltd, a scientific informatics software and services company that is driving the automation of laboratory data workflows for scientific discovery and innovation research, today announced it has been selected by Croda International Plc to implement its Research and Development (R&D) digital program. Croda is the name behind the high-performance ingredients and technologies in some of the biggest, most successful brands in the world: creating, making and selling speciality chemicals that are relied on by industries and consumers.
This new project will deepen Crodas ability to innovate collaboratively, both internally and externally, delivering enhanced data science capability across the companys global R&D knowledge base through the implementation of the Dotmatics electronic lab notebook (ELN).
With this project, Croda aims to accelerate innovation delivery, enhance customer collaborations and generate growth through more impactful innovation of sustainability-driven solutions. Intensification of Crodas data-driven approach to innovation will see the company move towards data mining, providing a foundation for artificial intelligence and machine learning efforts to shorten product development lifecycles. Investment in a knowledge management platform supports the companys strategy to further innovation and increase its proportion of new and protected products.
Dotmatics will equip Croda scientists with a complete ELN solution including experiment capture, entity registration and sample tracking, data retrieval, and full data analytics. The unified platform will accommodate Crodas workflow across biotechnology, synthetic chemistry, analytical chemistry, formulation and claims substantiation - allowing researchers to trace, share, secure and exploit all their R&D data internally as well as facilitating collaboration with external partners including customers and academic institutions.
Steve Gallagher, CEO of Dotmatics, commented: We are delighted to have been chosen as a partner by Croda to implement their R&D digital program and we warmly welcome them to the Dotmatics community of global scientific organizations.
Implementing Dotmatics unified platform will allow Croda researchers to better leverage valuable corporate R&D knowledge and data. Web-based rapid capture, search and retrieval of data combined with advanced analytics will support global shared decision-making: further empowering scientists to innovate.
Damian Kelly, Vice President Innovation & Technology Development at Croda commented: At Croda, the role of R&D is to develop our Smart science to improve lives. Our R&D digital program will further support our existing capability to provide sustainable, innovative, technology-rich products to our customers. The Dotmatics platform is an important part of our digital program and will enable rapid and easy access to research data.
Our scientists are driving our digital transformation program with the goal of accelerating the development of our technology platforms and delivering the best sustainable solutions to our customers.
For further information on Dotmatics, please visit http://www.dotmatics.com
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Data Mining Tools Market Size And Outlook By 2027| SAS Institute, Oracle, Microsoft – The Market Writeuo – The Market Writeuo
Los Angeles, United States, Aug 2021,- QY Research has recently published a new report, titled Global and China Data Mining Tools Market Size, Status and Forecast 2021-2027The report has been put together using primary and secondary research methodologies, which offer an accurate and precise understanding of the Data Mining Tools market. Analysts have used a top-down and bottom-up approach to evaluate the segments and provide a fair assessment of their impact on the global Data Mining Tools market. The report offers an overview of the market, which briefly describes the market condition and the leading segments. It also mentions the top players present in the global Data Mining Tools market.
Get a PDF Sample Copy of the Report to understand the structure of the complete report: (Including Full TOC, List of Tables & Figures, Chart) :
https://www.qyresearch.com/sample-form/form/3465252/global-and-china-data-mining-tools-market
The research report on the global Data Mining Tools market includes a SWOT analysis and Porters five forces analysis, which help in providing the precise trajectory of the market. These market measurement tools help in identifying drivers, restraints, weaknesses, Data Mining Tools market opportunities, and threats. The research report offers global market figures as well as figures for regional markets and segments therein.
The Data Mining Tools research report opens with an executive summary that gives a brief overview of the market. It mentions the leading segments and the players that are expected to shape the market in the coming years. The executive summary offers a glance of the market without any bias. In the succeeding chapters, the research report on the global Data Mining Tools market focuses on the drivers. It explains the changing demographic that is expected to impact demand and supply in the Data Mining Tools market. It delves into the regulatory reforms that are projected to shift perspectives. Additionally, researchers have discussed the very source of the demand to analyze its nature.
The report also sheds light on the restraints present in the global Data Mining Tools market. Analysts have discussed the details highlighting the factors that are expected to hamper the growth of the market in the coming years. Evolving lifestyles, taxation policies, and purchasing powers of various economies have scrutinized in great detail. The report presents fair points about how these restraints can be turned into opportunities if assessed properly.
Data Mining Tools Market Competitive Landscape
The last chapter of the research report on the global Data Mining Tools market focuses on the key players and the competitive landscape present in the market. The report includes a list of strategic initiatives taken by the companies in recent years along with the ones that are expected to happen in the foreseeable future. Researchers have made a note of the financial outlook of these companies, their research and development activities, and their expansion plans for the near future. The research report on the global Data Mining Tools market is a sincere attempt at giving the readers a comprehensive view of the market to interested readers.
Data Mining Tools Market Leading Players
IBM, SAS Institute, Oracle, Microsoft, Teradata, MathWorks, H2O.ai, Intel, Alteryx, SAP, Rapidminer, Knime, FICO, Salford Systems, BlueGranite, Angoss Software, Megaputer Intelligence, Biomax Informatics, Frontline Systems, Suntec India, Dataiku, Wolfram Research, Reltio, SenticNet, Business Insight
Data Mining Tools Market Segmentation
Through the next chapters, the research report reveals the development of the Data Mining Tools market segments. Analysts have segmented the market on the basis of product, application, end-users, and geography. Each segment of the global Data Mining Tools market has been studied with in-depth insight. Analysts have evaluated the changing nature of the market segments, growing investments in manufacturing activities, and product innovation that are likely to impact them. In terms of geography, the report studies the changing political environment, social upliftment, and other government initiatives that are expected to contribute to the regional markets.
Data Mining Tools Segmentation by Product
On-premises, Cloud Data Mining Tools
Data Mining Tools Segmentation by Application
BFSI, Healthcare and Life Sciences, Telecom and IT, Government and Defense, Energy and Utilities, Manufacturing, Others
Enquire for customization in Report @
https://www.qyresearch.com/customize-request/form/3465252/global-and-china-data-mining-tools-market
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Seattle-based MBE Startup Zeacon organizes World-Famous Convention in Singapore Virtually. – PRNewswire
KDD-2021 clearly demonstrates to event organizers across the world: virtual events are the future - Zeacon CEO Kris Naidu
Zeacon built the virtual world on Gather.Town's platform, using over 10 bespoke maps containing Singapore's most famous landmarks. Guests virtually enter via the iconic Changi Airport before roaming around Marina Bay, the Singapore Zoo, Sentosa Island, and more. Posters summarizing findings of 300+ research groups are displayed across the world.
"KDD-2021 clearly demonstrates to event organizers across the world: virtual events are the future," said Zeacon CEO Kris Naidu. "We are thrilled to welcome so many leaders from the data science community, it is going to be a tremendous 5 days. Gone are the days of chaotic web conferencing with speakers talking over each other. Zeacon is setting a new standard that changes how everyone sees virtual events."
The event is the world's largest and longest-running data mining conference. "KDD is one of the only academic conferences of this caliber to also focus on the applications for big data and data science," said Feida Zhu, Associate Professor at Singapore Management University. "I'm excited to apply the lessons we learned at KDD2020, our first fully-virtual conference, to this year's digital gathering as we seek to increase accessibility and engagement for all participants."
In partnership with Singapore Tourism Board and Singapore Zoo, many interactive elements were added. Guests can attend live zookeeper talks to learn about conservation efforts that protect rare and endangered species, explore many unique attractions, and watch videos showcasing Singapore's beauty and global impact.
About:
A Minority Business Enterprise (MBE), Zeacon (www.zeacon.com) is re-imagining the future by seamlessly integrating the best of both physical and virtual through patent-pending livestreaming technology that is interactive and e-commerce-based. Zeacon works with organizations to drive digital transformation and provides immersive and personalized virtual experiences that intelligently connect communities.
Contact:
[emailprotected]
+1 (833)-932-2660
SOURCE Zeacon
zeacon.com
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Global Radiotherapy Market Report 2021: Expanding Healthcare Infrastructure Accompanied with Rising R&D Activities to Propel Growth – Forecast to 2026…
DUBLIN, Aug. 13, 2021 /PRNewswire/ -- The "Global Radiotherapy Market - Analysis By Procedure (External Radiation, Internal Radiation), Product, Application, By Region, By Country (2021 Edition): Market Insights and Forecast with Impact of COVID-19 (2021-2026)" report has been added to ResearchAndMarkets.com's offering.
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The global radiotherapy market is forecasted to reach USD 7987.01 Million in the year 2020
Increasing healthcare expenditure on the back of growing disposable income, rapid technological advancements along with high prevalence of cancer is expected to drive the radiotherapy market significantly across the globe.
Further, expanding healthcare infrastructure accompanied with rising R&D activities is expected to propel the radiotherapy market during the forecast period. Artificial Intelligence (AI) is a leading trend in the radiotherapy market and is gaining significant popularity in the market. Incorporation of AI innovation in disease care is expected to improve exactness and speed of analysis, help clinical dynamics, and lead to better results.
For instance, Varian Medical Systems, a US-based manufacturer of radiation oncology medical devices, launched Ethos artificial intelligence radiotherapy device. The traditional treatment arranging process takes days to make an improved radiation treatment conveyance plan; however, the new AI advancements are helping to speed up this procedure.
AI is also expected to include deep learning applications in treatment planning, clinical decision support, and automated image-guided adaptive radiation therapy and genomic/radio-biologic data mining, thus supporting the growth of the market. Virtual and remote care via video consultations, online patient portals, patient wellness apps and remote monitoring provide even more data and are being used to overcome shortages of oncologists and to meet patient demands for more access points. Several significant mergers have been taken place in the radiotherapy industry.
Story continues
For instance, Siemens Healthineers AG has successfully completed the acquisition of Varian Medical Systems, Inc. With Varian, Siemens Healthineers has the most comprehensive portfolio in the MedTech sector, which offers the company considerable potential for value creation.
With a highly integrated approach, Siemens Healthineers will take the global fight against cancer to a new level. The combined company is creating a unique, highly integrated portfolio of imaging, laboratory diagnostics, artificial intelligence and treatment for the global fight against cancer with significant potential for increased value creation.
The North America region dominates the radiotherapy market. Key factors responsible for ample regional demand of radiotherapy equipment include growing incidence of cancer especially, amongst pediatric patients, favorable reimbursement policies and presence of large multinational companies. In addition, high focus on international sales, mergers and acquisitions by key players in the region along with improving economic conditions is anticipated to drive the market in the forecast period.
Key Topics Covered:
1. Market Overview
2. Impact of COVID-19
3. Global Radiotherapy Market Analysis3.1 Global Radiotherapy Market Value, 2016-20263.2 Global Radiotherapy Market Segmentation By Procedure3.2.1 External-Beam Radiation Therapy- Market Size and Forecast (2016-2026)3.2.2 Internal Radiation Therapy- Market Size and Forecast (2016-2026)3.3 Global Radiotherapy Market Segmentation By Product3.3.1 Linear Accelerators- Market Size and Forecast (2016-2026)3.3.2 Proton Therapy- Market Size and Forecast (2016-2026)3.3.3 Compact Advanced Radiotherapy Systems- Market Size and Forecast (2016-2026)3.4 Global Radiotherapy Market Segmentation By Application3.4.1 Breast Cancer- Market Size and Forecast (2016-2026)3.4.2 Prostate Cancer- Market Size and Forecast (2016-2026)3.4.3 Lung Cancer- Market Size and Forecast (2016-2026)3.4.4 Colorectal Cancer- Market Size and Forecast (2016-2026)3.4.5 Others- Market Size and Forecast (2016-2026)3.5 Global Radiotherapy Market: Regional Analysis
4. Regional Radiotherapy Market Analysis4.1 North America4.1.1 North America Radiotherapy Market: Size and Forecast (2016-2026), By Value4.1.2 North America Radiotherapy Market - Prominent Companies4.1.3 Market Segmentation By Procedure (External-Beam Radiation Therapy and Internal Beam Radiation Therapy)4.1.4 Market Segmentation By Product (Linear Accelerators, Proton Therapy and Compact Advanced Radiotherapy Systems)4.1.5 Market Segmentation By Application (Breast Cancer, Lung Cancer, Colorectal Cancer, Prostate Cancer and Others)4.1.6 North America Radiotherapy Market: Country Analysis4.1.7 Market Opportunity Chart of North America Radiotherapy Market - By Country, By Value (Year-2026)4.1.8 Competitive Scenario of North America- By Country4.1.9 United States Radiotherapy Market: Size and Forecast (2016-2026), By Value4.1.10 Prominent Companies in Radiotherapy Market4.1.11 United States Radiotherapy Market Segmentation By Procedure, Product and Application4.1.12 Canada Radiotherapy Market: Size and Forecast (2016-2026), By Value4.1.13 Canada Radiotherapy Market Segmentation By Procedure, Product and Application4.2 Europe4.3 Asia Pacific
5. Market Dynamics5.1 Growth Drivers5.1.1 Increasing incidence & prevalence of cancer5.1.2 Range of Healthcare Applications5.1.3 Increasing Number of Conferences and Symposium to Boost Awareness about Radiation Therapy5.1.4 Favorable Government Initiatives5.1.5 Rising healthcare expenditure across developing countries5.1.6 Technological advancements5.2 Key Trends and Developments5.2.1 Artificial Intelligence In Radiotherapy5.2.2 CyberKnife S7 System5.2.3 Hypofractionation5.2.4 PreciseART Adaptive Radiation Therapy Option5.2.5 Tomotherapy Systems, including Radixact, the next generation Tomotherapy platform5.3 Challenges5.3.1 Lack of adequate healthcare infrastructure5.3.2 Risk of radiation exposure
6. Competitive Landscape6.1 Global Mosquito Repellent Market6.1.1 Key Players - Market Share Comparison6.1.2 Key Players - Revenues Comparison6.1.3 Key Players - Market Cap Comparison6.1.4 Key Players - R&D Expenditures Comparison
7. Company Profiles7.1 Business Overview7.2 Financial Overview7.3 Business Strategies
For more information about this report visit https://www.researchandmarkets.com/r/nr3l7d
Media Contact:
Research and Markets Laura Wood, Senior Manager press@researchandmarkets.com
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TCS is hiring software developers: Qualification and other details you need to know – Mint
Here are the list of jobs for techies to apply for in TCS:
Post-
Angular Node JS Developer | Mumbai
Job Description -
The candidate must be able to perform product analysis and development tasks of increasingly complex nature.
The candidate must be able to develop user interfaces for modern rich internet applications with the latest front end technologies
Develop application code and unit test in the AngularJS, Rest Web Services and Java technologies
Experience -
2-5 years
Qualification -
Minimum percentile of 50% in 10th, 12th, UG and PG (if applicable)
Experience in JavaScript build tools like Grunt or Gulp
Strong expertise with HTML, CSS, and writing cross-browser compatible code.
Hand on and implements complex AngularJS applications, directives, controllers, services.
Post
Python Developer Designer
Experience -
2-5 years
Skills -
Text mining, data preparation with Python programming
Qualification -
Minimum percentile of 50% in 10th, 12th, UG & PG (if applicable)
15 years of full-time education
Description -
The candidate must have experience in data processing steps like data preparation, reading dates, converting data in the correct format, etc.
He/She must be responsible for design, building analytical solutions using Python, perform code reviews
Ability to analyze, map, transform and transfer data between varieties of data formats
Project experience in Python language, data analytics, data mining.
Post
Java Developer
Experience - 2- 5 years
Skills -
Core Java, Hibernate, Spring, Microservices, Angular JS, etc.
Qualification -
Minimum percentile of 50% in 10th, 12th, UG & PG (if applicable) 15 years of full-time education
Responsibilities -
The candidate must be developing well-designed, efficient and testable code.
Producing detailed design documents.
The role includes designing, building and managing Java-based applications.
The candidate must be improving the code quality
The candidate must conduct software analysis, programming, testing and debugging.
IOS Developer
Experience -
2-5 years
Qualification -
Minimum percentile of 50% in 10th, 12th, UG & PG (if applicable)
15 years of full-time education;
Skills -
The candidate must have a proficient understanding of the objective, swift, javascript and fair knowledge of Single page application
Expertise in developing both native/hybrid mobile applications preferably on the iOS platform.
Responsibilities -
Collaborate with cross-functional teams to define, design, and ship new features.
Experience with third-party libraries and APIs
Android Developer
Experience -
2-6 years
Qualification -
Bachelor of Technology
Description -
The candidate must be an expert in Java /Android Architecture, Kotlin language.
He/She must be an expert in designing custom UI components, animations.
Design and develop advanced applications for the Android platform using the latest Android Architecture Components
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TCS is hiring software developers: Qualification and other details you need to know - Mint
6 Ways to Improve Water Conservation in Mining Operations – Water Technology Online
As water experts warn of a serious global water shortage coinciding with climate change, the need for sustainable water management, especially freshwater, within the mining industry has become more critical than ever.
Photos by Jeremy Bishop on Unsplash
The mining industry is a key component of the global low-carbon transition. If world leaders want to limit global average temperature rise to 2C, they must have more than 3.3 billion tons of minerals and metals to deploy renewable energy storage and generation. This will include wind, solar, geothermal and nuclear energy. According to a World Bank report,1 mineral production such as that of lithium, graphite and cobalt could increase by as much as 500% by 2050 to meet these needs.
But mining also happens to be on the front line of water security risk. The mining industry uses water for a variety of purposes, including mineral processing (e.g., flotation), dust suppression, slurry transport and storage, extraction processes and site usage. In most mining operations, operators extract water from groundwater, streams, rivers, lakes or through commercial water service suppliers. And to make things worse, some mining sites are in areas where water is already scarce.
As water experts warn of a serious global water shortage coinciding with climate change, sustainable water management within the mining industry will be critical.
There is already evidence of a growing awareness of the need for water sustainability within organizations in the mining industry. A 2019 Carbon Development Project (CDP) analysis2 stated 91% of respondents from the mining industry reported exposure to water-related risks. The respondents expect almost two-thirds (61%) of those risks to materialize in the next three years.
While the exact specifics and efficiencies to be gained will vary greatly depending on the technicalities of the industry process and the complexity of design and geographic location, there are a few proven tactics to optimize water management. Here are six ways to improve water conservation in the mining industry:
One of the most common ways to maximize the reusage of water is to install a water treatment unit. There are various efficient technologies available for wastewater treatment. The precise solution, however, will depend on each projects treatment requirements. Some of the common solutions include membrane technology and thermal treatments for salt-based pollutants. There is also bio-reactor and polymer extraction for organic pollutant treatments.
Wastewater treatment units treat effluent and recover water for reuse and drinking water purposes. They also help minimize the environmental compliance challenges and risks associated with effluent discharges. When and if installed, the next step would be to ensure an optimized automated chemical dosage in the water/wastewater treatment process. Then operators should develop a maintenance and reliability plan to cut downtime impact.
Most mines operate some sort of recycling system to minimize the draw on fresh water. But the concept behind a closed-loop system is to virtually end water losses from the system. For example, Anglo American,3 a British multinational mining company, is focusing on two areas: evaporation measurement and dry tailings (waste) disposal.
Saving water is vital for the long-term sustainability of not only the mining industry, but the global climate and geo-political stability.
Like any other industry, mining operations distribute water through a network of pumps, valves and pipes. And like most other industries, leaks always pose a production or economic risk to some extent.
Even if individual leaks appear small, they can often accumulate into a large volume quickly if not managed properly. The following are some of the best practices related to water leak management:
R&D and Innovation
Some of the worlds biggest leaps in technology have occurred in the face of crisis, where minds focused on developing innovative solutions to age-old problems. Innovation through research and development can pave the way for industry-leading water conservation technology. Of course, the exact solution will differ depending on the domain specifics within the mining industry.
One example can be found in industrial-scale experiments conducted by Helmholtz Institute Freiberg for Resource Technology (HIF)5 based in Germany. This group demonstrated how water usage can be optimized in the extraction of fluorite, an important raw material used in the smelting of iron and aluminum extraction. On a similar note, Anglo American is also exploring methods for dry separation of ore, with early estimates showing the potential for as much as 40% reduction in water used per unit of mineral production.
Leveraging modern technology such as artificial intelligence (AI) and analytics-backed IoT sensors can work wonders for legacy plants. The pay-off period may not be immediate. Operators must collect the data first to understand the points of inefficiencies before they can take corrective actions through real-time AI-enabled systems.
AI can reduce energy in water/wastewater treatment processes to save on costs and maximize wastewater reuse. Installing an AI system at the mining site that allows plant staff to leverage historical data as well as continuously monitor and optimize the assets for water consumption. Like most AI-enabled technology, effectiveness only improves with time as it keeps learning from process parameters.
A fundamental part of any water conservation plans is a regular water management audit. This procedure allows operators to continuously evaluate opportunities for improvement. An audit involves accounting for every cubic foot of water that goes in and out of the site and analyzing improvement opportunities in each of the processes.
The next step would be industry benchmarking to compare the audit results against industry leaders and take actions to incorporate those potential improvements. The 2012 International Council of Mining & Metals (ICMM) Report6 discusses multiple case studies of companies finding significant areas of improvement following a comprehensive water audit.
Educating the staff on the importance of water conservation will help them understand why continuous improvement is essential. True environmental stewardship requires that everyone in the organization believes in the operations water goals. And each staff member must feel comfortable in challenging existing procedures and share ideas.
The mining industry is currently faced with significant challenges not only in terms of energy usage, but water consumption as well. The World Economic Forum7 predicts a shortfall of 40% between demand and supply of water by 2030. This represents the greatest global economic risk over the next decade.
Saving water is vital for the long-term sustainability of the mining industry. Embracing new technologies and strategies is one step in the right direction.
About the Author: Bryan Christiansen is the founder and CEO of Limble CMMS. Limble is a modern, easy-to-use mobile CMMS software that takes the stress and chaos out of maintenance by helping managers organize, automate and streamline their maintenance operations.
Originally posted here:
6 Ways to Improve Water Conservation in Mining Operations - Water Technology Online
More than 10% of South Africa’s miners have had COVID-19: data – Mining Journal
According to the latest figures from the Minerals Council South Africa, there have been 45,992 positive cases among the industry's 450,000 employees.
There were 1,288 active cases and there had been 595 deaths, according to the figures released yesterday.
The number of vaccinated employees and contractors has grown to 69,218 from just over 2,000 seven weeks ago.
The council and labour groups last month reaffirmed their support for South Africa's national vaccination programme but noted getting a jab was voluntary, following union concerns raised in June.
The Association of Mineworkers and Construction Union, the National Union of Mineworkers, Solidarity, UASA and the minerals council said they recognised the increasing role the private sector played in administering vaccines and urged all industry employees to choose to get vaccinated as soon as they had the opportunity to do so.
"The industry supports the national #IChooseVacciNation campaign, noting that vaccination is voluntary, and that no employee will be coerced to vaccinate, or discriminated against if they do not vaccinate," the minerals council said.
South Africa-based miner Sibanye-Stillwater said recently it was making significant progress with its vaccine roll-out.
The country has been battling a third wave of the virus and has recorded more than 1.66 million cases and 56,506 deaths according to Johns Hopkins University today.
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More than 10% of South Africa's miners have had COVID-19: data - Mining Journal
Global Radiotherapy Market Report 2021-2026: Siemens Healthineers Will Take the Global Fight Against Cancer to a New Level – ResearchAndMarkets.com -…
DUBLIN--(BUSINESS WIRE)--The "Global Radiotherapy Market - Analysis By Procedure (External Radiation, Internal Radiation), Product, Application, By Region, By Country (2021 Edition): Market Insights and Forecast with Impact of COVID-19 (2021-2026)" report has been added to ResearchAndMarkets.com's offering.
The global radiotherapy market is forecasted to reach USD 7987.01 Million in the year 2020.
Increasing healthcare expenditure on the back of growing disposable income, rapid technological advancements along with high prevalence of cancer is expected to drive the radiotherapy market significantly across the globe.
Further, expanding healthcare infrastructure accompanied with rising R&D activities is expected to propel the radiotherapy market during the forecast period. Artificial Intelligence (AI) is a leading trend in the radiotherapy market and is gaining significant popularity in the market. Incorporation of AI innovation in disease care is expected to improve exactness and speed of analysis, help clinical dynamics, and lead to better results.
For instance, Varian Medical Systems, a US-based manufacturer of radiation oncology medical devices, launched Ethos artificial intelligence radiotherapy device. The traditional treatment arranging process takes days to make an improved radiation treatment conveyance plan; however, the new AI advancements are helping to speed up this procedure.
AI is also expected to include deep learning applications in treatment planning, clinical decision support, and automated image-guided adaptive radiation therapy and genomic/radio-biologic data mining, thus supporting the growth of the market. Virtual and remote care via video consultations, online patient portals, patient wellness apps and remote monitoring provide even more data and are being used to overcome shortages of oncologists and to meet patient demands for more access points. Several significant mergers have been taken place in the radiotherapy industry.
For instance, Siemens Healthineers AG has successfully completed the acquisition of Varian Medical Systems, Inc. With Varian, Siemens Healthineers has the most comprehensive portfolio in the MedTech sector, which offers the company considerable potential for value creation.
With a highly integrated approach, Siemens Healthineers will take the global fight against cancer to a new level. The combined company is creating a unique, highly integrated portfolio of imaging, laboratory diagnostics, artificial intelligence and treatment for the global fight against cancer with significant potential for increased value creation.
The North America region dominates the radiotherapy market. Key factors responsible for ample regional demand of radiotherapy equipment include growing incidence of cancer, especially amongst pediatric patients, favorable reimbursement policies and presence of large multinational companies. In addition, high focus on international sales, mergers and acquisitions by key players in the region, along with improving economic conditions, is anticipated to drive the market in the forecast period.
Key Topics Covered:
1. Market Overview
2. Impact of COVID-19
3. Global Radiotherapy Market Analysis
3.1 Global Radiotherapy Market Value, 2016-2026
3.2 Global Radiotherapy Market Segmentation By Procedure
3.2.1 External-Beam Radiation Therapy - Market Size and Forecast (2016-2026)
3.2.2 Internal Radiation Therapy - Market Size and Forecast (2016-2026)
3.3 Global Radiotherapy Market Segmentation By Product
3.3.1 Linear Accelerators - Market Size and Forecast (2016-2026)
3.3.2 Proton Therapy - Market Size and Forecast (2016-2026)
3.3.3 Compact Advanced Radiotherapy Systems - Market Size and Forecast (2016-2026)
3.4 Global Radiotherapy Market Segmentation By Application
3.4.1 Breast Cancer - Market Size and Forecast (2016-2026)
3.4.2 Prostate Cancer - Market Size and Forecast (2016-2026)
3.4.3 Lung Cancer - Market Size and Forecast (2016-2026)
3.4.4 Colorectal Cancer - Market Size and Forecast (2016-2026)
3.4.5 Others - Market Size and Forecast (2016-2026)
3.5 Global Radiotherapy Market: Regional Analysis
4. Regional Radiotherapy Market Analysis
4.1 North America
4.1.1 North America Radiotherapy Market: Size and Forecast (2016-2026), By Value
4.1.2 North America Radiotherapy Market - Prominent Companies
4.1.3 Market Segmentation By Procedure (External-Beam Radiation Therapy and Internal Beam Radiation Therapy)
4.1.4 Market Segmentation By Product (Linear Accelerators, Proton Therapy and Compact Advanced Radiotherapy Systems)
4.1.5 Market Segmentation By Application (Breast Cancer, Lung Cancer, Colorectal Cancer, Prostate Cancer and Others)
4.1.6 North America Radiotherapy Market: Country Analysis
4.1.7 Market Opportunity Chart of North America Radiotherapy Market - By Country, By Value (Year-2026)
4.1.8 Competitive Scenario of North America - By Country
4.1.9 United States Radiotherapy Market: Size and Forecast (2016-2026), By Value
4.1.10 Prominent Companies in Radiotherapy Market
4.1.11 United States Radiotherapy Market Segmentation By Procedure, Product and Application
4.1.12 Canada Radiotherapy Market: Size and Forecast (2016-2026), By Value
4.1.13 Canada Radiotherapy Market Segmentation By Procedure, Product and Application
4.2 Europe
4.3 Asia Pacific
5. Market Dynamics
5.1 Growth Drivers
5.1.1 Increasing incidence & prevalence of cancer
5.1.2 Range of Healthcare Applications
5.1.3 Increasing Number of Conferences and Symposium to Boost Awareness about Radiation Therapy
5.1.4 Favorable Government Initiatives
5.1.5 Rising healthcare expenditure across developing countries
5.1.6 Technological advancements
5.2 Key Trends and Developments
5.2.1 Artificial Intelligence In Radiotherapy
5.2.2 CyberKnife S7 System
5.2.3 Hypofractionation
5.2.4 PreciseART Adaptive Radiation Therapy Option
5.2.5 Tomotherapy Systems, including Radixact, the next generation Tomotherapy platform
5.3 Challenges
5.3.1 Lack of adequate healthcare infrastructure
5.3.2 Risk of radiation exposure
6. Competitive Landscape
6.1 Global Mosquito Repellent Market
6.1.1 Key Players - Market Share Comparison
6.1.2 Key Players - Revenues Comparison
6.1.3 Key Players - Market Cap Comparison
6.1.4 Key Players - R&D Expenditures Comparison
7. Company Profiles
7.1 Business Overview
7.2 Financial Overview
7.3 Business Strategies
For more information about this report visit https://www.researchandmarkets.com/r/m5r7b6
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Kakadu mining and radiation – The Saturday Paper
Carved out of the pristine surroundings of Kakadu National Park in the Northern Territory, the Ranger uranium mine has long been a site of deep controversy.
The mine may have been decommissioned in January, but concerns remain about its legacy, as the Mirarr traditional owners suffer through a mysterious health crisis.
The stillbirth rate among Aboriginal people living near the mine is more than twice as high as among Indigenous Australians elsewhere in the Top End, and rates of cancer are almost 50 per cent higher.
A six-year Northern Territory investigation into the issue failed to identify the cause, noting only that risk factors relating to diet, smoking and alcohol consumption were higher in the local population than in other Aboriginal populations.
The investigation was conducted by staff at the Population and Digital Health Branch of the Northern Territory Department of Health and overseen by an independent reviewer in cancer, epidemiologist professor Bruce Armstrong.
The report, published in November 2020, concluded ionising radiation from uranium mining was unlikely to be linked but did not categorically rule it out.
However, a Flinders University Centre for Remote Health analysis of the government investigation, published in the Medical Journal of Australia this month, found that the parameters of the inquiry were too narrow.
Cancer is a complex condition, Dr Rosalie Schultz, author of the analysis, tells The Saturday Paper. A study like this cant find a definitive cause.
The Alice Springs GP was concerned that the main outtake of the report was that Aboriginal people should smoke and drink less.
Statistically, it didnt look like smoking and drinking caused the excess cancer rate, she says. Its almost like blaming people rather than looking into the reasons why is it people are smoking and drinking more in that area in particular, for instance?
Centuries before Western science understood the dangers of radioactive substances, Aboriginal people were avoiding the uranium-rich sites near Kakadu.
With more than 200 documented leaks, spills and other incidents associated with the mine, Schultz argues the impact of Ranger was multifaceted, including social consequences not considered by the investigation.
Things like destruction of waterbirds and creeks, the worry of that when you get your food and livelihood from the land, she says.
A senate estimates committee heard in 2009 that 100,000 litres of contaminated water a day was leaking from the mines tailings dam into rock fissures beneath Kakadu.
In another breach in 2004, dozens of mine employees were found to have showered in and consumed water containing 400 times the legal limit of uranium.
In response to the release of the Territory government report, Reuben Cooper, chair of the Red Lily Health Board Aboriginal Corporation, welcomed messages to encourage reduction in smoking and alcohol consumption but said the findings offered an incomplete picture.
This investigation does not discuss the reasons for higher rates of smoking and alcohol consumption in the GunbalanyaKakadu region, he said, which could include factors such as cultural dislocation, stress and royalty payments. Nor does it discuss the potential social impacts that the uranium mining industry has had on the population in the region.
Schultzs analysis expands further on these points, noting how unevenly distributed royalty money can increase inequality and the ways in which locals were deprived of a sense of agency and authority.
The inquiry didnt look at other knowledge, such as the Dreaming stories about sickness country, Schultz says.
Centuries before Western science understood the dangers of radioactive substances, Aboriginal people were avoiding the uranium-rich sites near Kakadu, which were considered inappropriate places to camp.
The Dreaming stories of the Jawoyn people warn against disturbing stones or drinking water in what they called sickness country south of Ranger, beneath which Bula the creator is said to lie dormant.
In and around the Ranger site itself, the Dreaming stories of the Mirarr warn of sacred sites that are dangerous to disturb.
Asked about Schultzs concerns regarding the scope of the inquiry, NT Health agreed that further investigation would be of benefit. Consideration of broader social impacts of the mine, inclusive of Aboriginal consultation, may provide complementary information, a spokesperson told The Saturday Paper.
While detailed social inquiry was not funded or included in the scope of the initial investigation, NT Health would welcome future research into the social impacts of mining activities.
The spokesperson added that there was insufficient data available to quantify lifestyle risk factors related to alcohol consumption, diet and smoking.
With no data available about individual exposure to ionising radiation, the report authors concluded this was unlikely to have been a contributing factor based on measurement of environmental radiation levels, consumption of bush tucker, and airborne exposure to radon gas.
Justin OBrien, chief executive of the Gundjeihmi Aboriginal Corporation, which represents the Mirarr people, says the shocking paucity of data extends to all aspects of the health and social impacts of the mine. Its a very limited data set, so no wonder the findings are inconclusive, he says.
Rangers operators were warned the impacts should be monitored from the early days of the mine, which started operation in 1980. A 1984 report by the Australian Institute of Aboriginal and Torres Strait Islander Studies made recommendations including for the continued monitoring of the social impact of uranium mining in the region.
It is plain from North and South American evidence that impact on Indigenous communities on their health, culture, and social wellbeing, is really visible after 20 years, not the initial five years, the report read. There is clearly a case for monitoring the social impact of uranium mining wherever it occurs in Australia.
The recommendations were accepted at the time by the federal government but never implemented.
With the mine decommissioned in January this year, OBrien is concerned about whether operators Energy Resources of Australia, a subsidiary of Rio Tinto, will properly rehabilitate the Ranger site, warning that radioactive waste from uranium mining can remain hazardous for tens of thousands of years.
This is just the first chapter of the legacy of this mine, and the world is watching Rio Tinto, he says. The mining company has been given five years to complete all the rehabilitation work this is patently insufficient.
The federal government requires that all rehabilitation be complete by 2026, with monitoring to follow. The government expects the site to reach a state whereby it could potentially be incorporated into Kakadu National Park.
OBrien hopes to see further investigation of the impacts of the mine but this time with a different lens.
If youre only talking about cancer through the Western scientific model, it alienates a lot of Aboriginal people who worry it might attract cancer to them if they even talk about it, he says. We need to explore what its meant for the local lifestyle, for the town. Lets have the conversation on Aboriginal terms, on Aboriginal turf.
For Schultzs part, the monitoring of Ranger failed even in the context of Western science. They didnt do what was recommended to consider local perspectives and concerns, she says. It was a top-down epidemiological approach, where if you can exclude ionising radiation, the mine is off the hook. It feels like the science is taking a narrower approach now we used to have researchers embedded in communities. Forty years later we just look at five data points and thats it.
This article was first published in the print edition of The Saturday Paper onAug 14, 2021 as "Sickness country".
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