WEBJan 1, 2023 · The main organic component of the SOM used in this study is soil organic carbon. The content was determined using the dichromate oxidation method [2]. ... combined hyperspectral techniques with machine learning to predict soil heavy metal content and obtained high prediction accuracy. Chen et al. [5] combined near infrared .
WEBFeb 15, 2024 · Zhang et al. used YOLOv4 to detect coal and gangue; the mAP and detection speed of Ourv8 were 2% and FPS higher than theirs, respectively. Wen et al. proposed a YOLOv5Swin to detect coal and gangue, with an mAP of % and a detection speed of 147 FPS. However, the detection accuracy is still slightly lower than .
WEBMar 20, 2024 · Vibration detection methods are utilised to differentiate between coal and rock by acquiring signals from the body of the coal mining machine or the top and bottom of the rock, and cutting the ...
WEBSep 1, 2023 · In view of the inconsistency of guided wave energy in distributed acoustic sensing coal mine maps and the difficulty in distinguishing the vibration levels of coal mines, which leads to the poor sensitivity and accuracy of microseism detection, a coal mine microseism detection method based on time–space characteristics and a support .
WEBOct 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 ...
WEBModern mining is adopting advanced sensorbased technologies to enhance operational safety and efficiency and optimise mine productivity. Sensors are used in each step of the mining operation, from mine exploration, surveying, and underground mapping, to ore extraction, sorting, and mineral processing.
WEBSep 20, 2022 · Buried landmines can be detected using a variety of methods. The common landmine detection techniques are as follows: Biological. The ability to directly sense explosive substances depends upon the biological sensors or biosensors like dogs, certain rodents, sweet bees, plant kinds, and some bacteria types [].The livestock employed .
WEBDec 7, 2023 · Sustainable agricultural practices help to manage and use natural resources efficiently. Due to global climate and geospatial land design, soil texture, soil–water content (SWC), and other parameters vary greatly; thus, real time, robust, and accurate soil analytical measurements are difficult to be developed. Conventional statistical analysis .
WEBMining tools is a general phrase that refers to all the mining equipment and mining machines used to extract minerals from the earth. Mined minerals appear in almost every consumer product—from cars, to electronics, to jewelry and more. Minerals like uranium and coal are major energy sources that account for 50% of the US's energy supply.
WEBCoal mining Underground, Surface, Drilling: The various methods of mining a coal seam can be classified under two headings, surface mining and underground mining. Surface and underground coal mining are broad activities that incorporate numerous variations in equipment and methods, and the choice of which method to use in extracting a coal .
WEBSep 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.
WEBOct 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).
WEBMay 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 ...
WEBJun 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, .
WEBFeb 26, 2024 · The Xinjiang coalfield fire area ranks No. 1 in the world in terms of its area, and it has been burning for nearly a thousand years. According to the results of the fifth coalfield fire area ...
WEBFeb 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 .
WEBApr 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].
WEB2. Materials and Substrate subtraction. To be able to detect soil organisms against a background of varied substrates, we simulated recovery ofH. bacteriophora entomopathogenic nematode (EPN) infective juveniles (IJs) from sand and muck soil solutions. The sand was autoclaved playground sand (Lowes) and the soil, high organic .
WEBOct 1, 2019 · Other researchers [83] [84][85][86][87] used ML models to segment coal types (classified by different fixed carbon content in coal) [83], geology type (bituminous coal, lignite, sandstone, soil ...
WEBFeb 1, 2023 · The geological transparency of working face is the premise and guarantee to realize the intelligent and accurate mining for coal large number of gas drainage holes, water exploration holes and other boreholes are constructed before and during coal mining. In this paper, the borehole radar (BHR) is used to detect the coal .
WEBAug 10, 2021 · New tests can detect tiny but toxic particles of coal ash in soil. August 10, 2021. Scientists at Duke University have developed a suite of four new tests that can be used to detect coal ash ...
WEBIt 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.
WEBFeb 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., .
WEBJun 20, 2019 · the use of air/mist flush is not generally recommended within a 50 metres radius of any receptor. guideline risk matrix for flush selection is available in the full guidance document. Gas ...
WEBAug 18, 2023 · Coal spontaneous combustion disasters are one of the most serious types of mine disasters in China at present, posing a huge threat to underground personal safety and coal production operations. In order to prevent and control coal spontaneous combustion hazards and construct an efficient early warning system, this paper presents .
WEBFeb 1, 2018 · To address this challenge, this study proposes a hybrid approach, namely, Light Gradient Boosting Machine plus Ordinary Kriging (LGBK), for predicting the spatial distribution of soil heavy metals. A total of 137 soil samples were collected from the Shengli Coalmine Base in Inner Mongolia, China, and their heavy metal concentrations .
WEBJul 22, 2021 · Scientists at Duke University have developed a suite of four new tests that can be used to detect coal ash contamination in soil with unprecedented sensitivity. The tests are specifically designed ...
WEBIdentify the most commonly use in wildland firefighting. High expansion fluid . Low expansion solution. Low expansion dry . Medium expansion wet . Low expansion solution. Stir and mix hot embers with dirt. Dry mop up. Cut into burning and unburned sections.
WEBA project from the University of Maine monitors soil moisture using AI that over time learns to make a sensor network as efficient as possible, creating a lowenergy way to track climate change ...
WEBMay 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 .
WEBAug 3, 2010 · It can even detect bodies buried beneath concrete, as long as you drill a 1/8inch hole for the probe. The system involves a small aluminum pipette that can detect trace amounts of a chemical ...
WEBNov 22, 2023 · Traditional belt deflection detection devices for underground belt conveyors in coal mines have problems, such as their single function, poor fault loion and analysis accuracy, low automation level, and low reliability. In order to solve the defects of traditional detection devices, the belt deviation faults of the underground belt conveyor transport .
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