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Responses of soil stoichiometry and soil enzyme activities in the different distance around opencast coal mine of the Hulun Buir Grassland of China
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作者 Yinli Bi Nan Guo +2 位作者 Yanxu Zhang Xianglei Li Ziheng Song 《International Journal of Coal Science & Technology》 EI CAS CSCD 2024年第1期221-231,共11页
The objectives of this study were to explore the changes in soil stoichiometry and enzyme activities at different distances from an opencast coal mine in the Hulun Buir Grassland of China. Four transects were establis... The objectives of this study were to explore the changes in soil stoichiometry and enzyme activities at different distances from an opencast coal mine in the Hulun Buir Grassland of China. Four transects were established on north and east sides of the opencast coal mining area, and samples were collected at 50 m, 550 m, and 1550 m from the pit on each transect. Control samples were collected from a grassland station 8 km from the opencast coal mining area that was not disturbed by mining. Four replicate soil samples were collected at each point on the four transects. Soil physicochemical properties and enzyme activities were determined, and correlations between soil properties and stoichiometric ratios and enzyme activities were explored using redundancy analysis. The increase in distance from mining did not significantly affect soil properties, although soil urease activity was significantly lower than that of the control area. Soil properties 1550 m from the mine pit were similar to those at the grassland control. In addition, soil total nitrogen had the greatest effect on soil stoichiometry, and soil total potassium had the greatest effect on soil enzyme activities. Coal dust from opencast mining might be the main factor affecting soil stoichiometry and enzyme activities. The results of this study provide direction for the next step in studying the influence of mining areas on soil properties and processes. 展开更多
关键词 opencast coal mine Soil stoichiometry Soil enzyme activities DISTANCE GRASSLAND
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Discussion on Land Use Mode Reform in Coal Opencast Mining
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作者 Hong ZHANG Lin LIN 《Asian Agricultural Research》 2024年第1期25-28,共4页
The existing land supply mode of opencast mining is"land requisition first,then transfer",which lacks an effective recovery and withdrawal mechanism,and the reclaimed mining land is difficult to withdraw.Acc... The existing land supply mode of opencast mining is"land requisition first,then transfer",which lacks an effective recovery and withdrawal mechanism,and the reclaimed mining land is difficult to withdraw.According to the regular rules of coal opencast mining and the periodic characteristics of land use,this paper puts forward a new mode of temporary land use for coal opencast mining.It is conducive to im-proving the quality and scale of land use and reclamation utilization of opencast coal mining,and is of great significance for exploring and for-mulating reasonable land use policies for mineral resources development projects. 展开更多
关键词 opencast mine Temporary land use Land requisition RECLAMATION Withdrawal mechanism
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Natural vegetation recovery on waste dump in opencast coalmine area 被引量:12
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作者 CHENGJian-long LUZhao-hua 《Journal of Forestry Research》 SCIE CAS CSCD 2005年第1期55-57,i003,共4页
The changes of vegetation compositions, plant species diversity, species important value and succession of plant community were studied on waste dumps in Haizhou opencast coalmine which is located in the west of Liaon... The changes of vegetation compositions, plant species diversity, species important value and succession of plant community were studied on waste dumps in Haizhou opencast coalmine which is located in the west of Liaoning Province, China (41°41(-42°56( N, 121°1(-122°56(E). Four kinds of terraces with different ages (5, 10, 20 and 40 years) were selected for investigation of plants. Total of 63 species of natural colonized plants were recorded on the waste dump and they belong to 23 families. The main families were Compositae (15 species), Fabaceae (11 species) and Leguminosae (8 species), which accounted for 54.0% of total species and play an important role in natural vegetation recovery in waste dump area. The dominant species on 5-, 10-, 20-, 40-year-old terraces were Tribulus terrestris + Echinochloa hispidula + Salsola collina, Echinochloa hispidula + Artemisia sieversiana + Artemisia scoparia, Echinochloa hispidula + Clinelymus dahuricus + Artemisia scoparia + Artemisia sieversiana + Melilotus officinalis, Clinelymus dahuricus+Phragmites communis + Echinochloa hispidula+ Setaria viridis, respectively. According to the important value of species calculated. It is determined that Tribulus terrestris can act as pioneer species on waste dump and Clinelymus dahuricus, Phragmites communis and Echinochloah hispidula are important dominant species in vegetation restoration in Haizhou opencast coalmine. The study results can provide scientific basis for selecting and disposing appropriately plant species and rehabilitating vegetation on waste dumps of coalmine. 展开更多
关键词 Haizhou opencast coalmine Waste dump Plant community RESTORATION
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Rock fragmentation control in opencast blasting 被引量:7
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作者 P.K.Singh M.P.Roy +3 位作者 R.K.Paswan Md.Sarim Suraj Kumar Rakesh Ranjan Jha 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2016年第2期225-237,共13页
The blasting operation plays a pivotal role in the overall economics of opencast mines.The blasting subsystem affects all the other associated sub-systems,i.e.loading,transport,crushing and milling operations.Fragment... The blasting operation plays a pivotal role in the overall economics of opencast mines.The blasting subsystem affects all the other associated sub-systems,i.e.loading,transport,crushing and milling operations.Fragmentation control through effective blast design and its effect on productivity are the challenging tasks for practicing blasting engineer due to inadequate knowledge of actual explosive energy released in the borehole,varying initiation practice in blast design and its effect on explosive energy release characteristic.This paper describes the result of a systematic study on the impact of blast design parameters on rock fragmentation at three mines in India.The mines use draglines and shoveledumper combination for removal of overburden.Despite its pivotal role in controlling the overall economics of a mining operation,the expected blasting performance is often judged almost exclusively on the basis of poorly defined parameters such as powder factor and is often qualitative which results in very subjective assessment of blasting performance.Such an approach is very poor substitutes for accurate assessment of explosive and blasting performance.Ninety one blasts were conducted with varying blast designs and charging patterns,and their impacts on the rock fragmentation were documented.A high-speed camera was deployed to record the detonation sequences of the blasts.The efficiency of the loading machines was also correlated with the mean fragment size obtained from the fragmentation analyses. 展开更多
关键词 opencast blast Rock fragmentation Explosives performance Dragline efficiency Fragment size
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GPS/GIS based vehicle dispatching for opencast mines 被引量:2
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作者 XU Ai-gong, SONG Wei-dong (Liaoning Technical University, Liaoning 123000, China) 《中国有色金属学会会刊:英文版》 CSCD 2005年第S1期217-220,共4页
An integrated GPS and GIS based vehicle dispatching system was presented. The system uses GIS technology for the development of digital mine map database and GPS for vehicle positioning. The system consists of five mo... An integrated GPS and GIS based vehicle dispatching system was presented. The system uses GIS technology for the development of digital mine map database and GPS for vehicle positioning. The system consists of five modules: position module incorporated GPS and dead reckoning (DR); a map database structure for displaying and guidance purposes; a routing module based on the map database is able to give out the best route for the vehicles; map matching and route guidance module put the vehicle position to its exact location on the road despite of errors in positioning and map data; and the client-server module allows client exchange information between driver and control centre. The system can be operated in client-server level in which users can request routing and guidance with devices such as hand phone and PDA by communicating their current positions to the server or runs in autonomous mode when users cannot reach the server. 展开更多
关键词 opencast mines GPS GIS DEM VEHICLE DISPATCHING integrated POSITIONING ROUTING map-matching
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Applying real time seismic monitoring technology for slope stability assessment—An Indian opencast coal mine perspective 被引量:9
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作者 Vinoth S. Ajay Kumar L. 《International Journal of Mining Science and Technology》 SCIE EI 2014年第1期75-80,共6页
This paper outlines the results obtained from real time microseismic monitoring of an opencast coal mine in South India.The objective of the study is to investigate the stress changes within the rockmass along the slo... This paper outlines the results obtained from real time microseismic monitoring of an opencast coal mine in South India.The objective of the study is to investigate the stress changes within the rockmass along the slope due to underground mine development operation and their impact on the stability of the highwall slope.The installed microseismic systems recorded the seismic triggerings down toà2 moment magnitude.In general,most of the events recorded during the monitoring period are weak in seismic energy.The study adopts a simple and more reliable tool to characterize the seismically active zone for assessing the stability of the highwall in real time.The impact of underground working on the slope is studied on the basis of the seismic event impact contours and seismic clusters.During the monitoring period,it is observed that the intensity of the overall microseismic activity along the slope due to the mine development operations did not cause any adverse impact on the highwall stability. 展开更多
关键词 Seismic monitoring Induced seismicity Seismic clusters Slope stability opencast mining
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Spatial-temporal variance of reclamation soil physical and chemical character in opencast mine region 被引量:2
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作者 HU Ye-cui LI Xin-ju +2 位作者 FANG Yu-dong LIU Xue-ran ZHONG Wei-jing 《Journal of Coal Science & Engineering(China)》 2009年第4期399-403,共5页
In order to study the effects of soil compaction, and soil physical and chemicalcharacteristics after land reclamation, selected lands that were reclaimed after 1, 2, 3, 4,and 5 a, respectively, in the Majiata Mine of... In order to study the effects of soil compaction, and soil physical and chemicalcharacteristics after land reclamation, selected lands that were reclaimed after 1, 2, 3, 4,and 5 a, respectively, in the Majiata Mine of the Shendong Open Pit; tested the effects ofsoil compaction; and collected soil samples from 5 different depths, which are 0-7.62,7.62-15.24, 15.24-22.86, 22.86-30.48, and 30.48-38.10 cm, respectively. The resultsshow that: Land reclamation leads to soil compaction. The lowest effect of soil compaction is in the top layer and the highest one at the depth of 20-30 cm; The bulk density of reclaimed soil is higher than that of undisturbed soil; this declines with the reclamation and nearly reaches the level of undisturbed soil after 5-year reclamation;The content of reclaimed soil nutrients is lower than that of undisturbed soil. The lowest one is inthe soil dumping site, which reaches the level of undisturbed soil after 5-year reclamation;The pH value of reclaimed soil is lower than that of undisturbed soil. The highest one isin the soil dumping site; this declines with the reclamation. 展开更多
关键词 opencast reclaimed soil soil characteristics spatial-temporal variation
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E24 profile slope stability analysis in Haizhou Opencast Coal Mine of Fuxin 被引量:3
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作者 Simplice F. BOBY 《Global Geology》 2007年第2期171-184,共14页
The E24 profile slope analyzed belongs to a series of excavated slopes of the Haizhou Opencast Coal Mine. It seems to be divided into Downslope Part and Upslope Part. Its profile comprises two noticeable coal seams, c... The E24 profile slope analyzed belongs to a series of excavated slopes of the Haizhou Opencast Coal Mine. It seems to be divided into Downslope Part and Upslope Part. Its profile comprises two noticeable coal seams, called the 8# and 9# weak layers, considered as the potential failure surfaces. In consideration of the actual configuration as in the perspective of any modification, assessing the stability of this slope with various profile forms under given conditions, and assessing the risk of instability and quantifying the influence of earthworks or other modifications to the stability of this slope, have constituted the primordial objectives carried out. From assumed potential failure surfaces, any specific profiles and specified slip surfaces are defined. A factor of safety (FoS) is computed for each specified slip surface; the smallest FoS found corresponds to the least favorable slip surface. The safety factor values obtained are compared to the suggested safety factor. Limit equilibrium methods of vertical slices implemented in Slope/W, computer program for slope stability analyses, have been adopted to perform the E24 slope stability analysis. The safety factor values computed with 9# weak layer are lower than for 8#; the factors of safety obtained with Sarma's method are the smallest; more, without groundwater (long term) overall values are greater than those determined under groundwater condition (short term). The lowest safety factor value is found for a profile depending on an adopted earthwork sequence. The E24 profile slope stability analysis shows the instability risk for the deepest weak layer, and also shows the short and long term stability of this slope for the envisaged earth movements. However it demonstrates the existence of instability risk for any earthwork firstly affecting the downslope part. 展开更多
关键词 limit equlibrium opencast Coal mine slope stability safety factor weak layer
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Study of Soil Seed Banks in Antaibao Opencast Mine
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作者 HAN Li-jun BAI Zhong-ke LI Jin-chuan 《Journal of China University of Mining and Technology》 EI 2006年第3期333-337,共5页
A seed germinating method was used to study soil seed banks in dump sites of the Antaibao opencast mine for soil reclamation and ecological rehabilitation. Based on a richness index, a diversity index and an evenness ... A seed germinating method was used to study soil seed banks in dump sites of the Antaibao opencast mine for soil reclamation and ecological rehabilitation. Based on a richness index, a diversity index and an evenness index, the diversity of species of soil seed banks was studied. As well, the progress of vegetation succession in this thoroughly destroyed ecosystem is discussed and the self-renewal ability of the soil seed banks is analyzed. The results indicate that 1) there are 17 plant species belonging to five families with annuals as the dominant species; 2) the soil seed banks at the dump site show great temporal and spatial heterogeneity and 3) the model of Robinia pseudoacacia x Pinus tabulaeformis × Caragana korshinskii in the anaphase is the best among several reclamation models studied. Therefore, with the extension of reclamation time, the correct choice of a reclamation model is quite helpful for the improvement of the self-renewal ability of soil seed banks and for the stability of the ecosystem, which is very important for land reclamation and ecological rehabilitation of the dump sites of the ATB opencast coal mine. 展开更多
关键词 dump of Antaibao opencast mine re-vegetation soil seed bank species diversity
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Geochemical and petrological studies of high sulfur coal and overburden from Makum coalfield (Northeast India) towards understanding and mitigation of acid mine drainage
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作者 Angana Mahanta Debashis Sarmah +6 位作者 Nilotpol Bhuyan Monikankana Saikia Sarat Phukan K.S.V.Subramanyam Ajit Singh Prasenjit Saikia Binoy K.Saikia 《International Journal of Coal Science & Technology》 EI CAS CSCD 2024年第1期133-147,共15页
Opencast coal mining produces trash of soil and rock containing various minerals,that are usually dumped nearby the abandoned sites which causes severe environmental concern including the production of acid mine drain... Opencast coal mining produces trash of soil and rock containing various minerals,that are usually dumped nearby the abandoned sites which causes severe environmental concern including the production of acid mine drainage(AMD)through oxidation pyrite minerals.The current study entailed assessing the potential production of AMD from an opencast coal mining region in Northeast part of India.In order to have a comprehensive overview of the AMD problem in Makum coalfield,the physico-chemical,geochemical,and petrological characteristics of the coal and overburden(OB)samples collected from the Makum coalfield(Northeast India)were thoroughly investigated.The maceral compositions reveal that coal features all three groups of macerals(liptinite,vitrinite,and inertinite),with a high concentration of liptinite indicating the coal of perhydrous,thereby rendering it more reactive.Pyrite(FeS_(2))oxidation kinetics were studied by conducting the aqueous leaching experiments of coal and(OB)samples to interpret the chemical weathering under controlled laboratory conditions of various temperature and time periods,and to replicate the actual mine site leaching.Inductively coupled plasma-optical emission spectroscopy(ICP-OES)was operated to detect the disposal of some precarious elements from coal and OB samples to the leachates during our controlled leaching experiment.The Rare earth element(REE)enrichment in the samples shows the anthropogenic incorporation of the REE in the coal and OB.These experiments reveal the change in conductivity,acid producing tendency,total dissolved solid(TDS),total Iron(Fe)and dissolved Sulfate(SO_(4)^(2−))ions on progress of the leaching experiments.Moreover,the discharge of FeS_(2) via atmospheric oxidation in laboratory condition undergoes a significant growth with the rise of temperature of the reaction systems in the environment and follows pseudo first order kinetics.A bio-remediative strategies is also reported in this paper to mitigate AMD water by employing size-segregated powdered limestone and water hyacinth plant in an indigenously developed site-specific prototype station.Apart from neutralisation of AMD water,this eco-friendly AMD remediation strategy demonstrates a reduction in PHEs concentrations in the treated AMD water. 展开更多
关键词 opencast mining Pyrite oxidation Coal geochemistry Coal petrology Rare earth elements AMD remediation
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基于无人机影像的露天煤矿短期生产计划可视化编制
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作者 付恩三 白润才 +1 位作者 张雯慧 袁杰 《煤炭科学技术》 EI CAS CSCD 北大核心 2024年第7期222-234,共13页
为提高露天煤矿短期(日、周)生产计划编制效率、快速分析设备计划完成情况以及可视化设计和直观性表达的效果,提出基于无人机影像数据进行短期生产计划快速编制,利用C++语言开发了基于无人机影像的露天煤矿短期生产计划可视化软件系统(I... 为提高露天煤矿短期(日、周)生产计划编制效率、快速分析设备计划完成情况以及可视化设计和直观性表达的效果,提出基于无人机影像数据进行短期生产计划快速编制,利用C++语言开发了基于无人机影像的露天煤矿短期生产计划可视化软件系统(Intelligent Mining Design Software System),简称“IMDS”软件。结果表明:①采用无人机影像数据进行短期计划的编制可视化视觉效果增强;②采用无人机影像数据进行局部1500 m×1500 m范围的露天煤矿采场台阶线自动生成,用时为17.392 s,而人工绘图需要5 min;③利用软件平台编制周计划、日计划,降低采矿人员需要反复去现场查验的频率以及突破传统采矿实体、块体算量的复杂性,内部预设设备能力分析模块,直接分析出短期计划内设备完成情况信息;④基于影像数据进行斜坡道快速绘制,自动计算坡道填挖土方量,实现运输道路修筑的精准性;⑤“IMDS”软件提供十大功能模块,235个子功能,可实现对无人机影像数据短期计划编制和基于三维地质实体模块的月度、年度计划快速工程量和工程位置精准确定的编制;⑥短期生产计划编制后,可通过数据发布的方式将短期生产计划发布至露天煤矿综合管控平台,实现计划数据直观展示,实现数据一数一源,保证了数据的准确性和安全性。该系统软件的开发,有助于促进智能化采矿设计软件系统的进一步发展。 展开更多
关键词 无人机 可视化 露天煤矿 影像数据 短期计划
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黄土区排土场复垦初期不同恢复模式下土壤生态化学计量特征
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作者 王东丽 徐源 +5 位作者 于百和 赵晓亮 连昭 谢伟 郭建军 胡澍 《生态科学》 CSCD 北大核心 2024年第4期166-175,共10页
为探究黄土区排土场在复垦初期不同植被恢复模式下土壤的养分状况与限制性,在内蒙古武家塔排土场选取恢复年限3—4 a的苜蓿(Medicago sativa)、沙棘(Hippophae rhamnoides)、大叶槐(Robinia pseudoacacia L.)、刺槐(Robinia pseudoacac... 为探究黄土区排土场在复垦初期不同植被恢复模式下土壤的养分状况与限制性,在内蒙古武家塔排土场选取恢复年限3—4 a的苜蓿(Medicago sativa)、沙棘(Hippophae rhamnoides)、大叶槐(Robinia pseudoacacia L.)、刺槐(Robinia pseudoacacia)、竹柳(Bamboo willow)和新疆杨(Populus bolleana)6种植被恢复模式作为研究对象,以新排土为对照,研究其土壤碳氮磷含量与生态化学计量特征及关系。结果表明:不同恢复模式土壤有机碳、全氮和全磷含量分别变化在2.83—4.52 g·kg^(-1)、0.13—0.21 g·kg^(-1)和0.05—0.17 g·kg^(-1),除苜蓿土壤全氮和苜蓿、刺槐土壤全磷外,其余恢复模式下土壤养分含量均高于新排土;其中土壤有机碳在刺槐和苜蓿模式下较高,在沙棘模式下较低,而全氮与全磷均反之,各恢复模式下土壤全磷含量均较低;各恢复模式下土壤有机碳和土壤全氮均呈现出不同程度的表聚现象,而土壤全磷在垂直土层变化不明显。各恢复模式下土壤C/N、C/P和N/P分别变化在13.68—30.69、19.30—106.60和1.13—3.61;苜蓿和刺槐恢复模式下的土壤C/N、C/P和N/P整体表现为高于其他模式且在垂直土层变化差异较大。研究区复垦初期土壤有机碳和全氮整体与土壤各养分及化学计量比紧密相关,土壤C/N、C/P更易受土壤有机碳影响,土壤N/P更易受土壤磷的影响。苜蓿和刺槐恢复模式土壤有机质矿化率低,受磷限制性大,需及时补充磷肥,而新疆杨恢复模式需补充氮肥。 展开更多
关键词 露天煤矿 土壤改良 植被恢复 养分限制
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露天煤矿剥离工程施工安全关键技术研究
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作者 顾晓君 《科技创新与应用》 2024年第3期189-192,共4页
社会快速发展,对能源需求量越来越大,煤炭开采需求也逐渐提升,露天煤矿剥离工程量也随着增加,为了保证剥离工程的安全和质量,提高剥离效率,需要认真研究、总结。该文通过内蒙古白音华露天煤矿剥离工程介绍施工方法、工艺及关键技术,为... 社会快速发展,对能源需求量越来越大,煤炭开采需求也逐渐提升,露天煤矿剥离工程量也随着增加,为了保证剥离工程的安全和质量,提高剥离效率,需要认真研究、总结。该文通过内蒙古白音华露天煤矿剥离工程介绍施工方法、工艺及关键技术,为类似工程提供相应参考和借鉴。 展开更多
关键词 露天煤矿 剥离工程 施工安全 剥离效率 施工方法
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西南地区露天矿山修复对植被与土壤固碳效应的影响
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作者 刘江 司洪涛 +7 位作者 李成 朱冬雪 冯樊 严有龙 王科 王琛 毛铮 徐铭泽 《安徽林业科技》 2024年第4期15-19,30,共6页
探究西南地区露天矿山生态修复过程中植被与土壤碳储量变化特征及其固碳潜力,为该地区露天矿山生态修复提供数据支撑。在重庆市铜锣山矿区选取修复后的露天矿坑建立固定样地,在修复后1年、3年和5年开展连续监测,以研究区内典型常绿阔叶... 探究西南地区露天矿山生态修复过程中植被与土壤碳储量变化特征及其固碳潜力,为该地区露天矿山生态修复提供数据支撑。在重庆市铜锣山矿区选取修复后的露天矿坑建立固定样地,在修复后1年、3年和5年开展连续监测,以研究区内典型常绿阔叶林作为参照,在样地中设置样方开展植物群落调查,测定0~10 cm、11~20 cm、21~30 cm土层的有机质、容重、石砾含量,计算不同修复年限植被和土壤碳储量,分析露天矿山修复的植被-土壤系统固碳效应及潜力。结果表明:露天矿山修复后植被-土壤碳密度增加缓慢,修复5年期与1年期未表现出显著差异;修复区植被各组分碳密度表征为地上生物层>根系层>枯落物层;0~10 cm土层有机碳含量和有机碳密度显著大于11~20 cm和21~30 cm土层(P<0.05),具有明显的表层聚集效应;修复后1~5年植被-土壤系统平均固碳速率为0.039 kg/m^(2)·a,固碳速率随演替呈增加趋势,土壤固碳速率为植被的1.8倍。以复垦和植被建设为主的露天矿山人工修复措施可以快速提升修复区植被和土壤碳储量,是增强矿区生态碳汇的有效途径,露天矿山修复固碳潜力较大。 展开更多
关键词 生态修复 露天矿山 植被与土壤 碳储量
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露天煤矿混凝土支护结构的抗压试验研究
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作者 吴登超 杨本水 《华北科技学院学报》 2024年第1期26-31,共6页
为提高露天煤矿混凝土支护结构的安全性,需要分析露天煤矿混凝土支护结构的抗压性能。本文提出露天煤矿混凝土支护结构的抗压试验研究方法,通过分析混凝土支护结构,研究露天煤矿混凝土支护结构的受力情况。在不同养护温度、水灰比和喷... 为提高露天煤矿混凝土支护结构的安全性,需要分析露天煤矿混凝土支护结构的抗压性能。本文提出露天煤矿混凝土支护结构的抗压试验研究方法,通过分析混凝土支护结构,研究露天煤矿混凝土支护结构的受力情况。在不同养护温度、水灰比和喷射方式下分析了露天煤矿混凝土支护结构的抗压性能。结果表明,混凝土在45℃养护条件下的强度较好;当混凝土支护结构在养护温度过高时,与标准养护环境下的强度值相比处于劣势;随着水灰比的增加使混凝土支护结构在露天煤矿中的抗压强度和孔隙率不断提高;在抗压强度、抗拉强度和抗折强度三个方面,湿喷混凝土均优于干喷混凝土。 展开更多
关键词 露天煤矿 混凝土支护结构 养护条件 水灰比 干、湿喷混凝土
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面向终身学习的人工智能教育应用研究--欧洲X5GON项目的特征、服务与实践 被引量:2
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作者 钱小龙 范佳敏 《高等职业教育探索》 2023年第3期63-70,共8页
面对推进全民终身学习的需要,人工智能教育应用展现出其独特的优势,其智能化、自动化和个性化特点可以提供强大的助力。X5GON是欧洲著名的人工智能教育应用项目,它具有根据用户需求进行学习资源推荐、系统透明度高和提供特殊人群服务的... 面对推进全民终身学习的需要,人工智能教育应用展现出其独特的优势,其智能化、自动化和个性化特点可以提供强大的助力。X5GON是欧洲著名的人工智能教育应用项目,它具有根据用户需求进行学习资源推荐、系统透明度高和提供特殊人群服务的特征。为了满足终身学习的需要,X5GON项目能够提供跨国界的高质量翻译、贯穿学习过程的数据分析以及个性化学习资源推荐服务。德国奥斯纳布吕克大学和西班牙瓦伦西亚大学积极参与人工智能教育应用实践,分别依托Opencast发布在线课程和X5GON的翻译技术取得突破。当前,我国正处于推进全民终身学习和建设学习型社会的关键阶段,有必要充分发挥人工智能技术的助力,因而可以学习和借鉴X5GON项目的经验,从翻译服务和数据采集、分析入手,进一步促进我国面向终身学习的人工智能应用的发展。 展开更多
关键词 人工智能教育应用 终身学习 X5GON opencast
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露天矿区土地复垦适应性管理:内涵解析与框架构建 被引量:7
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作者 官炎俊 王娟 +2 位作者 周伟 曹银贵 白中科 《中国土地科学》 CSSCI CSCD 北大核心 2023年第2期102-112,共11页
研究目的:探讨露天矿区土地复垦适应性管理的理论内涵,阐释其主要管理要素与组织框架。研究方法:系统回顾法、类比分析法和逻辑推理法。研究结果:(1)基础铺垫、案例引导、需求倒逼、使命号召4层缘由共同驱动着露天矿区去探索一种与其生... 研究目的:探讨露天矿区土地复垦适应性管理的理论内涵,阐释其主要管理要素与组织框架。研究方法:系统回顾法、类比分析法和逻辑推理法。研究结果:(1)基础铺垫、案例引导、需求倒逼、使命号召4层缘由共同驱动着露天矿区去探索一种与其生态系统内外部机理相适应的土地复垦动态管理模式—适应性管理;(2)矿区土地复垦适应性管理是以矿区土地生态系统健康发展与可持续开发利用为目标,通过监测、评估、反馈、调整等一系列活动,不断探索并认识矿区土地复垦发展过程中的不确定因素及其内在规律,从而促使土地复垦不断适应矿区社会、经济、生态等方面协调发展的管理过程;(3)“目标制定—规划设计—方案执行—监测评估—信息反馈—模式修正”六要素一体构成矿区土地复垦适应性管理的基本组织框架。研究结论:适应性管理具有灵活性、动态性等特征,如果管理者能把握矿区生态系统内部演化机理与外部干扰规律,并借鉴吸收相近领域研究成果经验,那么适应性管理有望成为破解露天矿区土地复垦过程管理难题的有效途径。 展开更多
关键词 土地复垦 生态保护 五元共轭理论 适应性管理 露天矿区
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粉煤灰、砒砂岩对煤矿排土场土壤水分特性改良的研究 被引量:4
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作者 郑鹏 党廷辉 薛江 《土壤学报》 CAS CSCD 北大核心 2023年第2期399-408,共10页
露天煤矿排土场土壤理化特性差直接影响复垦效果,改善土壤水分特性对排土场的复垦具有重要的理论与实践意义。本试验以内蒙古自治区的黑岱沟露天煤矿为对象进行土壤改良试验,将粉煤灰(F)、砒砂岩(S)作为添加物,对排土场土壤(L)进行3种... 露天煤矿排土场土壤理化特性差直接影响复垦效果,改善土壤水分特性对排土场的复垦具有重要的理论与实践意义。本试验以内蒙古自治区的黑岱沟露天煤矿为对象进行土壤改良试验,将粉煤灰(F)、砒砂岩(S)作为添加物,对排土场土壤(L)进行3种组合处理(LF、LS、LFS)并设置不同的质量比例梯度,试验共设(L3F1、L4F1、L5F1、L1S1、L2S1、L3S1、L4S1、L5S1、L1F1S1、L2F1S1、L3F1S1、L4F1S1、L5F1S1)13种不同质量比的混合处理和(L、F、S)3种对照处理,采用离心机法测定各复配土壤在不同水吸力下的含水量,利用Gardner模型拟合并绘制其水分特征曲线,计算各复配土壤的比水容量、田间持水量、萎蔫系数、有效水含量。结果表明:(1)Gardner模型能够很好地拟合13种复配土壤的水分特征曲线,粉煤灰的添加使排土场土壤中的细土粒含量(黏粒、粉粒)增加了24.11%~37.19%,提高了土壤的持水性和供水性,添加砒砂岩能够改良土壤的持水性但不能改良供水性能。(2)排土场土壤、粉煤灰、砒砂岩质量比为1︰1︰1(L1F1S1)时持水性能最好,较排土场土壤提高了47.6%;排土场土壤、粉煤灰质量比为3︰1(L3F1)时其供水性能最好,较排土场土壤提高了40.23%。(3)LF组合处理和LFS组合处理的田间持水量和有效水含量随着添加物比例的增加而提升,当排土场土壤、粉煤灰质量比为3︰1(L3F1)时田间持水量最大为18.02%,排土场土壤、粉煤灰、砒砂岩质量比为1︰1︰1(L1F1S1)时有效水含量最大为13.1%。综上,粉煤灰、砒砂岩综合利用有利于煤矿排土场土壤水分特性的改良,且复配土壤的黏粒、粉粒含量在30%~35%范围时,土壤的持水供水能力较好,在本试验中三者按1︰1︰1的质量比例进行复配效果最佳。 展开更多
关键词 露天煤矿排土场 土壤改良 Gardner模型 水分特征曲线 水分有效性
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基于成像高光谱技术的露天煤矿区复垦土壤剖面有机碳和全氮预测及制图
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作者 彭思涵 包妮沙 +2 位作者 雷海梅 刘善军 杨天鸿 《煤炭学报》 EI CAS CSCD 北大核心 2023年第7期2949-2960,共12页
k露天煤矿区复垦土壤在经过开采—剥离—覆盖过程后,其有机碳(SOC)和全氮(TN)的垂直分布发生巨大变化,并且直接决定植被恢复物种的选择和生态恢复效果。因此,在双碳目标下,复垦SOC和TN在0~100 cm剖面的监测及制图,是评估矿区生态恢复及... k露天煤矿区复垦土壤在经过开采—剥离—覆盖过程后,其有机碳(SOC)和全氮(TN)的垂直分布发生巨大变化,并且直接决定植被恢复物种的选择和生态恢复效果。因此,在双碳目标下,复垦SOC和TN在0~100 cm剖面的监测及制图,是评估矿区生态恢复及复垦工程固碳的重要基础。相比于传统的化学方法,高光谱技术是一种快速而且无损,已经广泛应用于土壤属性估测的技术,成像高光谱技术相比于点位光谱测量具有图谱合一的优势。因此以我国北方干旱半干旱草原大型露天煤矿复垦土壤为研究对象,采集不同复垦工程、复垦年限的土壤剖面样本,揭示不同复垦年限和复垦方式下土壤剖面SOC和TN垂直分布规律和高光谱特征,通过深度挖掘和筛选SOC和TN特征波段和指数,构建可解释性机器学习模型,从而实现土壤剖面SOC和TN的制图,结果表明:(1)土壤光谱反射率随SOC和TN质量分数的增加而降低,通过集成皮尔森相关性分析和选择连续投影算法,对点状高光谱数据进行降维和去冗余,最终明确表征SOC质量分数的30个特征波段和表征TN质量分数的18个特征,并基于特征波段建立了SOC和TN三维光谱特征指数;(2)通过对比偏最小二乘回归(PLSR)、随机森林模型(RF)和径向基函数(RBF)神经网络预测模型,发现对光谱数据进行特征波段筛选和变换,可以提高预测精度,其中随机森林模型预测SOC和TN的精度最高,对SOC的预测结果为R^(2)=0.97、RMSE=7.5 g/kg、LCCC=0.84、bias=3.70,TN预测结果为R^(2)=0.78、RMSE=0.33 g/kg、LCCC=0.74、bias=0.19;(3)利用SHAP可解释机器学习模型方法对输入特征进行重要度排序,发现提出的三维光谱指数对模型预测的贡献大于大部分特征波段;(4)使用最佳模型可以快速绘制出成像高光谱图像中每个像素的SOC和TN质量分数,实现矿山土壤剖面中SOC和TN质量分数的制图和可视化。基于成像高光谱技术绘制露天煤矿区复垦土壤剖面可以揭示复垦土壤形成和演化过程,阐明复垦年限、复垦植被类型在剖面演替过程中的驱动力,为露天煤矿区复垦土壤碳汇潜力的动态监测以及土壤固碳技术的效益评价提供重要的数据来源和技术支持。 展开更多
关键词 成像高光谱技术 干旱半干旱露天煤矿 复垦土壤 土壤剖面 有机碳 全氮
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露天开采矿区要素遥感提取研究进展及展望 被引量:5
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作者 张仙 李伟 +4 位作者 陈理 杨昭颖 窦宝成 李瑜 陈昊旻 《自然资源遥感》 CSCD 北大核心 2023年第2期25-33,共9页
露天开采矿区要素遥感提取是矿业活动监测研究中的热门话题,但少有对相关研究的系统梳理和总结。为此,该文首先对露天开采矿区要素进行了界定,按要素种类将要素提取分为单要素提取和多要素提取,并简述了与一般地物提取和土地利用分类的... 露天开采矿区要素遥感提取是矿业活动监测研究中的热门话题,但少有对相关研究的系统梳理和总结。为此,该文首先对露天开采矿区要素进行了界定,按要素种类将要素提取分为单要素提取和多要素提取,并简述了与一般地物提取和土地利用分类的区别;其次,简要总结了目前相关研究的遥感数据来源与处理平台;然后,将露天开采矿区要素遥感提取方法分为目视解译方法、基于传统特征的方法和深度学习方法3类,分别总结其研究现状,并分析了各方法的优缺点以及适用情况;最后,对露天开采矿区要素遥感提取的未来研究方向进行了展望。文章认为有效地利用多源多时相数据、更强特征提取能力网络和复杂场景优化方法,进一步推动矿区要素智能化、精细化和鲁棒性提取是未来发展的趋势。研究结果可为露天开采矿区要素遥感提取的研究与应用提供参考。 展开更多
关键词 露天开采 矿区要素 遥感提取方法 面向对象影像分析 深度学习
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