practices of physical, chemical and ecological engineering methods; basic requirements to improve their livelihoods. 8 thoughts on “ Positive And Negative Impacts Of Big Data ” Ashutosh Bhargave August 23, 2013. reserves and larger areas, and reclamation. the soil organic matter content. Protecting and restoring forests to mitigate climate change also promises to help protect tropical biodiversity and ecosystem services. However, due to research specialization and discipline-specific worldviews, seldom does research integrate the natural and social dimensions of the impacts of gold mining … All major mining activities, particularly opencast coal mining,directly or indirectly contribute to the problem of air pollution.Therefore, air quality assessment and prediction arerequired to prevent and minimize the air quality deteriorationdue to various opencast coal mining operations. Biological Data Analysis 5. This study could provide scientific support for grassland restoration and management on the TP. 76 0 obj <> endobj The correlations study shows that concentration of PM during its travel from source to surface is associated with depth. Contributions of climatic and non-climatic drivers to grassland variations on the Tibetan Plateau, Mitigating the environmental impact of uranium solution mining: groundwater restoration. the guidance needed by scientists, researchers and engineers The technology. These patterns can be utilized for clinical diagnosis. Over the last few years, up (e.g., land acquisition provisions, gap in, expertise on land acquisition and rehabilitation/, To ensure the sustainability in mining, ESIA can, mitigating the potential negative impacts of, enhanced with respect to the microbial biomass, Contaminated coal mine soil along with vegetative, Coalfields showed the potential of plant species, removal of heavy metals from the contaminated. Artificial Neural Network (ANN) model showing the relationship between PM concentration and meteorological parameters has been developed. control; aesthetic improvement; general amenity; plant productivity; The results of the field study provide an understanding of the dispersion of the PM generated due to mining activities. Outline Is data mining a hype or a persistent growing business? a. The impacts of climatic drivers were relatively slow but persistent. Resettlement in India, Routledge, 2011, pp. Yet rarely is this information used to generate insight; in some cases, miners use less than 1 percent of the information collected from their equipment (Exhibit 4). Where such spoils are revegetated, however, they can act as a significant sink for atmospheric carbon dioxide (CO2) through combined plant succession and soil formation. 0000018246 00000 n We also discuss related research areas, open prob-lems, and future research directions for fake news detection on social … accumulation of total C in total plant biomass, mine soil and soilmicrobial biomass by 44.5, 22.9 and 1.8 t/ha, respectively. are relocated; resulting mine spoils constitute an unaesthetic landscape and biologically sterile or Fig 1. : The landuse pattern of Govindpur block, Dhanbad selected under CSIR-800 Program. endstream endobj 77 0 obj<. Syllabus subject to change! Data mining is a process of extracting information and patterns, which are pre-viously unknown, from large quantities of data using various techniques ranging from machine learning to statistical methods. This research work presents an approach to assess the exposure of enhanced level of PM concentration on mine workers and its variation with depth. judgments are appllied to i and moral deliberation takes place resulting in a moral evaluatio~ and operationally a set of policy recommendations (Brey, 2000~ p_ 10). • The ability to detect anomalous behavior based on purchase, usage and other transactional behavior information has made data mining … The relative contribution rate of non-climatic drivers (66.07%) doubled that of climatic drivers (33.93%) to grassland variations. Mining Social-Network Graphs There is much information to be gained by analyzing the large-scale data that is derived from social networks. social media, including fake news characterizations on psy-chology and social theories, existing algorithms from a data mining perspective, evaluation metrics and representative datasets. Data mining is applied effectively not only in the business environment but also in other fields such as weather forecast, medicine, transportation, healthcare, insurance, government…etc. Analysis now shows that optimizing for carbon can come at the expense of protecting biodiversity, but there are ways to effectively pair the two. All rights reserved. This paper utilizes new data on mining activity and government transfers in Peru to investigate the effect of mining and resource windfalls on socioeconomic outcomes at the district level, the lowest administrative unit in the country.1 For two decades, Peru enjoyed an impressive mining boom. Therefore, revegetation of mine soils is an important management option for mitigation of the negative impacts of mining and enhancing carbon sequestration in mine spoils. Other Scientific Applications 6. After the mining operation in any area is over, the sign of same lie for decades and maybe forever. Is data mining a threat to privacy and data security? 0 3. PDF | Mining activities are the integral part of societal development. Post Doctoral Fellow at Lossande Institute of Geosciences, University of Toronto, Canada. Instead of being an asset and allowing the development, mines often become an obstacle for the countries concerned. Mining … movement of contaminants by wind and water. 2020, pp. engaged in land reclamation, as well as by industry managers. Carbon sequestered in revegetated Annual C budget indicated 8.40 t C ha−1 yr−1 accumulation Some industry players in mining … The soil was spiked with 0 to 400 mg kg-1 of Zn and subsequently amended with pure chitosan beads (PCB) and chitosan beads modified with molybdenum (MoCB), iron (ICB), single super phosphate (SSPCB) and mono calcium phosphate (MCPCB). Particulate matter (PM) is a major pollutant in and around opencast mine areas. Non-climatic drivers such as ecological programs improved grassland quality, while overgrazing might result in grassland degradation. Theemission of gaseous pollutants (sulphur dioxide and nitrogenoxide) has been found negligible for various mining activities.Therefore, observation for gaseous pollutants has been consideredfor overall mine activities and empirical formulae have subsequently beendeveloped.The developed empirical formulae were calculatedby a field study at another coal mine. D Introduction ata mining is an instrument which helps in finding different patterns in the dataset under analysis and connections inside the information. Social Media Mining integrates social media, social network analysis, and data mining to provide a convenient and coherent platform for students, practitioners, researchers, and project managers to understand the basics and potentials of social media mining. Introduction Social network is a term used to describe web-based services that allow individuals to create a public/semi-public profile within a domain such that they can communicatively connect with other users within the network [22]. Samsung b2710 manual pdf High school election speeches example Casio amw 702 manual Acer aspire 3000 notebook manual Download reok sbcl rar Financial Data Analysis 2. 0000017024 00000 n index for underground openings in close vicinity of. 0000017652 00000 n researchers have documented the environmental and socio-economic impacts of gold mining in other countries [5–8]. and Doctor of Engineering from the Technical University, Clausthal, Germany. The findings of this work are important in understanding fine PM variation inside the mine at the workplace and the associated exposure of mine workers. In view of the above, this study was undertaken to determinate emission rates and to develop empericalformulae to calculate emission rates of various opencast coalmining activities.To achieve the objectives, seven coal mining sites were selectedto generate site-specific emission data by considering miningpractices, method of working, geographical location,accessibility and above all resourceavailability. As data mining is one of the most rapidly changing disciplines with new technologies and concepts continually under development, academicians, researchers, and professionals of the discipline need … pp. 110 0 obj<>stream 0000001835 00000 n rds: social network, data analysis, data mining, social media platform. Data could have been stored in files, Relational or OO databases, or data warehouses. This may allow some officials to adopt corrupt practices, and some miners to dodge responsibilities. Results show that the area of grasslands decreased from 1980 to 2010 due to land use changes. Boosting SEO (Search Engine Optimization) of Your Website. Congrats Pravin.A Very good and well organized set of blogs on Big Data.A very informative blog for people who don't know what exactly this technology is and the realted terms are.A brief introduction of analytical and processing part of Bigdata like Hive,pig etc. There was an increase in total sequestered C by 712% in revegetated mine spoils after 19years, which can be translated into annual C sequestration potential of 3.64tCha(-1)yr(-1). We also discuss related research areas, open prob-lems, and future research directions for fake news detection on social media. solutions to the impacts of mining which will reduce the pollution load Negative Effects of Mining. Medical data mining has great potential for exploring the hidden patterns in the data sets of the medical domain. All figure content in this area was uploaded by Raj S. Singh, All content in this area was uploaded by Raj S. Singh on Oct 08, 2016, after China, United States and Russia (Report on, CSIR-Central Institute of Mining and Fuel Research, target towards the mining benefits and, Nevertheless, the coal and mineral extraction, to suggest that all-round performance of mining, Environmental impacts may be transient, discharges or explosions), temporary (only, are some synergistic and antagonistic, Table 1 : Factors controlling social impacts of mining, Other uses of receiving water, e.g., drinking, washing, bathing, fishing, Community involvement in mining operations, contaminated windblown dust and water runoff, but also has devastating effects on water bodies. Abstract - There is a rapid increase in the usage of social media in the most recent decade. It also provides the opportunity to produce goods and services in mining and at the same time ensures a sustainable and healthier ecosystem services. These negative impacts are now application of chitosan to contaminated soil can, preventing the dust out of core and buffer zone. The key for tables is as follows: √ Positive X Negative Ω Increase identified ≈ Decrease identified Table Q8.2 Social impacts and benefits from other mining … Climatic drivers such as warming and wetting were beneficial to grassland quality, but continuous drying probably induced grassland degradation. These ground breaking technologies are bringing major changes in the way people perceive these inter-related processes: the collection of data, archiving and mining … Watershed Management in Mined-Out Wasteland Areas, Mine spoil acts as a sink of carbon dioxide in Indian dry tropical environment, Development of Empirical Formulae to Determine Emission Rate from Various Opencast Coal Mining Operations, Prediction of particulate matter concentration profile in an opencast copper mine in India using an artificial neural network model, Integrated Ecological Study of Simlipal Biosphere Tiger Reserve, Orissa. Mining can also trigger the formation of sinkholes. Impacts, Table 2 : Employment generation during afforestation of 10 ha area, Table 3 : Average timber valuation of selected plants (25 years old), (Source : Forest Department Govt of Jharkhand, 2001), covers various related aspects such as, CSR activities focused on environmental, water resources and providing safe drinking, CSIR-CIMAP has estimated the economics of. The performance of the ANN model is evaluated in terms of the correlation coefficient between the real and the forecasted data. This paper describes our solution for mining and analysis data from social media. There are companies that specialize in collecting information for data mining… More importantly than what is data mining, is the question of how data mining can positively impact your bottom line. Today, social media is a key weapon in the marketing arsenal of almost any company. Examples include the Web graph, social networks. Data mining is an important part of knowledge discovery process that we can analyze an enormous set of data and get hidden and useful knowledge. 0000001794 00000 n Artificial neural network (ANN) model showing the relationship between PM concentration and meteorological parameters has been developed. Reclamation of Mine Impacted land for Ecosystem Recovery. Keywo. Is data mining merely managers’ business or everyone’s business? 2002, Cavoukian 1998, Clarke 1997, 1999, Clifton et al. Education institutions are beginning to use data mining techniques for improving the services they provide and for increasing student grades and retention. The Good: The Benefits of Data Mining. Life cycle of technology adoption Getting to social media platforms for example, Twitter, Facebook LinkedIn and Google+ via mediums like web and the web 2.0 has become the most convenient way for users. By managing environmental impacts, the long-term viability of mining operations can be secured, which, in turn, addresses the social issues. The study covers various mining activities andlocations including drilling, overburden loading and unloading,coal loading and unloading, the coal handling plant, the exposedoverburden dump, the stock yard, the workshop, the exposed pit surface roadsand haul roads.Based on the study, a set of twelve emperical formulae have beendeveloped for calculation of suspended particulate matter (SPM)emission rates from various opencast coal mining activities. The main focus is on discovering previously unknown patterns in extant data sources. The strategic management and assessment of social and environmental impacts also ensures favour from the government and policy makers for economic benefits to stakeholders. In this paper, PM concentration has been measured and modeled in Malanjkhand Copper Project (MCP), which is one of the deepest opencast copper mines in India. Shoot uptake of Zn decreased the most in MoCB amended soil, and least in PCB amended soil relative to unspiked soil. Data mining collects, stores and analyzes massive amounts of information. In Jharia Coalfields displacement is. Mining is the extraction of minerals and other geological materials of economic value from deposits on the Earth. agricultural production, as well as releasing contaminants that result Post Doctoral Fellow at Lossande Institute of Geosciences, University of Toronto, Canada. Prediction of dust concentration must be known to implement control strategies and techniques to control air quality degradation in the workplace environment. Compared to the non-amended soils, chitosan bead amended soils had greater plant biomass, reduced plant metal uptake and increased immobilisation of Zn in soil and pore water. However, the mitigation of mine impacted environmental and social issues warrant a corrective action supported by appropriate post-closure management strategies. The wide adoption of social media has resulted in an ocean of data which presents an interesting opportunity for performing data mining and knowledge discovery in a real-world context. methods of rejuvenation of mine wasteland including different 0000018204 00000 n By managing environmental impacts, the long-term viability of mining operations can be secured, which, in turn, addresses the social issues. 0000010702 00000 n is mostly dispersed by the wind during, and undergo physical and chemical changes, ground, creating vibration waves that propagate. 0000018028 00000 n The performance of the ANN model is evaluated in terms of the correlation coefficient between the real and the forecasted data. I. Join ResearchGate to find the people and research you need to help your work. Revegetation, drainage, Taken from the book description of Data for the People “Every time we Google something, Facebook someone, Uber somewhere, or even just turn on a light, we create data that businesses … abandoned mine lands; and ecosystem development. The best-known example of a social network is the “friends” relation found on sites like Facebook. also affect ecosystem health that include : sources of airborne emissions and pollution. A survey along an age gradient of revegetated mine spoils of 19years in Singrauli, India by the authors showed an accumulation of total C in total plant biomass, mine soil and soil microbial biomass by 44.5, 22.9 and 1.8t/ha, respectively.