WEBJul 9, 2021 · Rapid assessment of heavy metal (HM) pollution in mining areas is urgently required for further remediation. Here, hyperspectral technology was used to predict HM contents of multimedia environments (tailings, surrounding soils and agricultural soils) in a mining area. The correlation between hyperspectral data and HMs was explored, then .
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WhatsApp: +86 18037808511WEBSep 13, 2022 · China is the largest producer and consumer of coal in the world. The extraction of coal is increasing intensively to meet the needs of the everincreasing population and industries. However, coal mining has resulted in environmental changes, including deforestation, air, water, soil, and landform deterioration. This study .
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WhatsApp: +86 18037808511WEBOct 1, 2022 · However, soil organic matter, iron and manganese oxides, clay minerals, and other soil spectral active components have a strong adsorption and occurrence relationship with heavy metals in the soil, resulting in a significant correlation between heavy metal content and soil spectrum (Liu et al., 2011, Shi et al., 2014). This correlation provides ...
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WhatsApp: +86 18037808511WEBApr 1, 2024 · Deep learning, a machine learning algorithm based on artificial neural networks, ... Yan Pengcheng et al. used multispectral technology to collect spectral images of coal gangue, used YOLOv5 to detect coal gangue, and loed coal gangue through the builtin positioning function [18].
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WhatsApp: +86 18037808511WEBUpdated On Jul 23, 2021 at 02:10 PM IST. North Carolina [US], July 23 (ANI): A suite of four new tests that can be used to detect coal ash contamination in soil with unprecedented sensitivity was recently developed by Scientists at Duke University. The peerreviewed study was published in the journal 'Environmental Science and Technology'.
WhatsApp: +86 18037808511WEBFeb 1, 2018 · Remote sensing of heavy metal contamination of soils has been widely studied. These studies concentrate heavily on the hyperspectral reflectance of typical metals in soils and in plants measured either in situ or in the laboratory. The most used wavebands lie within the visiblenear infrared portion of the spectrum, especially the red .
WhatsApp: +86 18037808511WEBDuke University scientists have developed tests sensitive enough to detect and measure microscopic particles of coal ash in soil, even at concentrations so low and sizes so small that other tests ...
WhatsApp: +86 18037808511WEBJun 19, 2021 · Section 2 provides information about standard machine learning techniques used for soil analysis. ... The table shows lower sensitivity of the UVVIS range for the presence of P, where magnesium was easier to detect with all machine learning techniques. The better performance of the machine learning techniques can be .
WhatsApp: +86 18037808511WEBMay 24, 2021 · Hyperspectral imaging is a nondestructive, nonpolluting, and fast technology, which can capture up to several hundred images of different wavelengths and offer relevant spectral signatures. Hyperspectral imaging technology has achieved breakthroughs in the acquisition of agricultural information and the detection of external .
WhatsApp: +86 18037808511WEBIt is unlikely to detect coal tars, creosotes, pentachlorophenols, or bunker C. It does not detect polychlorinated biphenyls, chlorinated alkenes and alkanes, or explosives. Detection limits are in the 100 to 500 ppm range, depending upon soil and petroleum type.
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WhatsApp: +86 18037808511WEBJun 1, 2021 · 1. Introduction. Coal is the main energy source in China and has accounted for approximately 60% of the nation's primary energy production and consumption for many years (Qiao et al., 2019).However, coal mining activities have also caused serious damage to the environment, including from the removal of vegetative covers and topsoils, .
WhatsApp: +86 18037808511WEBOct 11, 2022 · Multispectral satellite images are used for the renaturation (restoration of postmining lands to a state resembling nature) of mountainous areas as they allow monitoring the state of vegetation and the socalled acid drainage (the outflow of acidic water from iron ore and coal mines).
WhatsApp: +86 18037808511WEBMar 14, 2024 · With the continuous development of deep learning, the appliion of object detection based on deep neural networks in the coal mine has been expanding. Simultaneously, as the production appliions demand higher recognition accuracy, most research chooses to enlarge the depth and parameters of the network to improve .
WhatsApp: +86 18037808511WEBFeb 1, 2024 · The commonly used HM soil safety assessment methods have made great contributions to human health and ... and the life cycle method is used to detect and calculate the carbon emissions of solid waste ... in coalmining contaminated soil. Chemosphere: Environ. Toxicol. Risk Assess., 240 (2020), pp., .
WhatsApp: +86 18037808511WEBSep 30, 2022 · The GPR is used to detect the selfbuilt physical model of coal fire, and deep learning algorithms are applied to recognize the radar images. Based on the physical model test results and deep learning detection results, the following conclusions are obtained. (1) A reliable, fast, and accurate method for detecting coal fire areas is obtained.
WhatsApp: +86 18037808511WEBMay 1, 2009 · Mackena 4860, Macul, Santiago,, Chile. ( Received 11 June 2007; in final form 5 May 2008. This paper describes the state of the art in land mine detection technology and. algorithms ...
WhatsApp: +86 18037808511WEBNorth Carolina [US], July 23 (ANI): A suite of four new tests that can be used to detect coal ash contamination in soil with unprecedented sensitivity was recently developed by Scientists at Duke University. The peerreviewed study was published in the journal 'Environmental Science and Technology'.
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WhatsApp: +86 18037808511WEBJan 1, 2013 · Data used to test the proposed approaches are from Huainan Mining Industry Coal Quality database. The samples with high ash as well as the samples with same proximate and ultimate analysis were excluded from the database. A total of 52 set of coal sample analysis were used.
WhatsApp: +86 18037808511WEBJul 1, 2018 · However, in the process of topcoal caving, manual judgment is still used to control the opening switch of drawing coal, which affects the coal caving efficiency and personnel safety to a certain ...
WhatsApp: +86 18037808511WEBRadiocarbon dating helped verify the authenticity of the Dead Sea scrolls.. Radiocarbon dating (also referred to as carbon dating or carbon14 dating) is a method for determining the age of an object containing organic material by using the properties of radiocarbon, a radioactive isotope of carbon.. The method was developed in the late 1940s at the .
WhatsApp: +86 18037808511WEBJan 1, 2013 · In some cases, particularly in large lignite (soft coal) mines, buck etwheel excavators and electric shovels not only remove overburden but are also used to mine the coal. However, hydraulic shovels and loaders are the most common machines used for actual coal extraction (Figs and ). They allow for more accurate control by the ...
WhatsApp: +86 18037808511WEBFeb 1, 2018 · The mounting pressure of producing an ever higher yield to feed the growing population drives the largescale use of chemicals, exasperating soil heavy metal contamination. For instance, soil Hg stems chiefly from longterm sewage irrigation (Chen et al., 2016). The sensing of heavy metals in vegetated soils has to reply on vegetation .
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