Prediction of ground vibration due to quarry blasting based on gene expression programming: a new model for peak particle velocity prediction   总被引：1，自引：1，他引：0  

R Shirani Faradonbeh  D Jahed Armaghani  M. Z. Abd Majid  M. MD Tahir  B. Ramesh Murlidhar  M. Monjezi  H. M. Wong 《International Journal of Environmental Science and Technology》2016,13(6):1453-1464

Blasting is a widely used technique for rock fragmentation in opencast mines and tunneling projects. Ground vibration is one of the most environmental effects produced by blasting operation. Therefore, the proper prediction of blast-induced ground vibrations is essential to identify safety area of blasting. This paper presents a predictive model based on gene expression programming (GEP) for estimating ground vibration produced by blasting operations conducted in a granite quarry, Malaysia. To achieve this aim, a total number of 102 blasting operations were investigated and relevant blasting parameters were measured. Furthermore, the most influential parameters on ground vibration, i.e., burden-to-spacing ratio, hole depth, stemming, powder factor, maximum charge per delay, and the distance from the blast face were considered and utilized to construct the GEP model. In order to show the capability of GEP model in estimating ground vibration, nonlinear multiple regression (NLMR) technique was also performed using the same datasets. The results demonstrated that the proposed model is able to predict blast-induced ground vibration more accurately than other developed technique. Coefficient of determination values of 0.914 and 0.874 for training and testing datasets of GEP model, respectively show superiority of this model in predicting ground vibration, while these values were obtained as 0.829 and 0.790 for NLMR model.  相似文献   

贵州贞丰烂泥沟卡林型金矿床含砷黄铁矿Re-Os同位素测年及地质意义   总被引：19，自引：0，他引：19  

陈懋弘毛景文  屈文俊吴六灵 Phillip J. UTTLEY Tony NORMAN郑建民  秦运忠 《地质论评》2007,53(3):371-382

贵州贞丰烂泥沟金矿(现称锦丰金矿)是滇黔桂“金三角”已知最大的卡林型金矿床,矿体赋存于断层破碎带内,最主要的载金矿物是具环带结构的含砷黄铁矿。本文运用Re-Os同位素法对该矿床的9个含砷黄铁矿样品进行了两次测试,成功获得10-9～10-12级Re-Os同位素数据:Re0.1257～1.233ng/g,Os6.75～33.50pg/g,等时线年龄为193±13Ma,反映其成矿时代为早侏罗世。等时线的初始n(187Os)/n(188Os)值为1.127±0.043,指示成矿物质来源于地壳而不是地幔。结合其他资料,初步建立其成矿模式为:盆地流体不断地从沉积物中萃取出包括金在内的成矿组分,形成含矿流体。印支期挤压造山期间,含矿流体沿不整合接触面和同生断层向上运动,造山后的伸展含矿流体进入减压扩容空间沉淀形成超大型金矿床。成矿作用发生在从印支期挤压造山向燕山期伸展转变的构造转换期。该模式与本文得到的成矿年龄和初始比值相吻合。  相似文献   

COMMENTS ON PAPER ENTITLED "SOME MODEL EXPERIMENTS RELATING TO ELECTRO-MAGNETIC PROSPECTING WITH SPECIAL REFERENCE TO AIRBORNE WORK" BY E. H. HEDSTROM and D. S. PARASNIS in Geophysical Prospecting, vol. VI, number 4, December 1958     

NORMAN R. PATERSON 《Geophysical Prospecting》1959,7(4):435-447

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Changes in School Geography since 1945     

NORMAN H. WHATMAN 《New Zealand geographer》1969,25(2):161-176

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Environmental isotope investigation for the identification of source of springs observed in the hillock on the left flank of Gollaleru Earthen Dam,Andhra Pradesh,India     

J Noble  MD Arzoo Ansari 《Journal of Earth System Science》2017,126(5):67

A hydrometric, hydrochemical and environmental isotopic study was conducted to identify the source and origin of observed springs on the foot of the hillock abutting the left flank of the Gollaleru earthen dam, Nandyal, Andhra Pradesh, India. Water samples (springs, reservoir water and groundwater) in and around the dam area were collected and analyzed for environmental isotopes (\(\updelta ^{18}\!\hbox {O}\), \(\updelta ^{2}\hbox {H}\) and \(^{3}\hbox {H}\)) and hydrochemistry. Reservoir level, spring discharges and physico-chemical parameters (temperature, electrical conductivity, pH, etc.) were monitored in-situ. Isotopic results indicated that the source of springs is from the Owk reservoir and groundwater contribution to the springs is insignificant. Based on hydrometric observations, it is inferred that the springs might be originated from the reservoir level of 209 m amsl. It is found that the lower spring discharges were derived from diffuse sources (seepage) which could be a mixture of reservoir water and the groundwater, while the relatively higher spring discharges were resulted from concentrated sources (leakage) from the reservoir. Thus, the study portraits the usefulness of isotope techniques in understanding the dam seepage/leakage related problems.  相似文献   

Use of remote sensing for evapotranspiration monitoring over land surfaces   总被引：1，自引：0，他引：1  

W. P. KUSTAS  J. M. NORMAN 《水文科学杂志》2013,58(4):495-516

Abstract

Monitoring evapotranspiration (ET) at large scales is important for assessing climate and anthropogenic effects on natural and agricultural ecosystems. This paper describes techniques used in evaluating ET with remote sensing, which is the only technology that can efficiently and economically provide regional and global coverage. Some of the empirical/statistical techniques have been used operationally with satellite data for computing daily ET at regional scales. The more complex numerical simulation models require detailed input parameters that may limit their application to regions containing a large database of soils and vegetation properties. Current efforts are being directed towards simplifying the parameter requirements of these models. Essentially all energy balance models rely on an estimate of the available energy (net radiation less soil heat flux). Net radiation is not easily determined from space, although progress is being made. Simplified approaches for estimating soil heat flux appear promising for operational applications. In addition, most ET models utilize remote sensing data in the shortwave and thermal wavelengths to measure key boundary conditions. Differences between the radiometric surface temperature and aerodynamic temperature can be significant and progress in incorporating this effect is evident. Atmospheric effects on optical data are significant, and optical sensors cannot see through clouds. This has led some to use microwave observations as a surrogate for optical data to provide estimates of surface moisture and surface temperature; preliminary results are encouraging. The approaches that appear most promising use surface temperature and vegetation indices or a time rate of change in surface temperature coupled to an atmospheric boundary layer model. For many of these models, differences with ET observations can be as low as 20% from hourly to daily time scales, approaching the level of uncertainty in the measurement of ET and contradicting some recent pessimistic conclusions concerning the utility of remotely sensed radiometric surface temperature for determining the surface energy balance.  相似文献   

Mapping hydrothermal altered mineral deposits using Landsat 7 ETM+ image in and around Kuju volcano, Kyushu, Japan     

MD. Bodruddoza Mia  Yasuhiro Fujimitsu 《Journal of Earth System Science》2012,121(4):1049-1057

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Appraisal of soft computing techniques in prediction of total bed material load in tropical rivers     

C K CHANG  H MD AZAMATHULLA  N A ZAKARIA  A AB GHANI 《Journal of Earth System Science》2012,121(1):125-133

This paper evaluates the performance of three soft computing techniques, namely Gene-Expression Programming (GEP) (Zakaria et al 2010), Feed Forward Neural Networks (FFNN) (Ab Ghani et al 2011), and Adaptive Neuro-Fuzzy Inference System (ANFIS) in the prediction of total bed material load for three Malaysian rivers namely Kurau, Langat and Muda. The results of present study are very promising: FFNN (R ² = 0.958, RMSE = 0.0698), ANFIS (R ² = 0.648, RMSE = 6.654), and GEP (R ² = 0.97, RMSE = 0.057), which support the use of these intelligent techniques in the prediction of sediment loads in tropical rivers.  相似文献   

Petrology of the Partridge River Intrusion, Duluth   总被引：2，自引：1，他引：2  

GRANT  NORMAN K.; CHALOKWU  CHRISTOPHER I. 《Journal of Petrology》1992,33(5):1007-1038

Drill core DDH-221 was drilled for the Minnamax Project by AMAX Exploration, Inc., as part of the exploration for Cu-Ni sulfidesin the basal rocks of the northwestern margin of the DuluthComplex. The drill core intersects 525 m of the Partridge RiverIntrusion before passing into the Virginia Formation footwall.The rocks in the drill core comprise plagioclase and olivinecumulates, with troctolite and olivine gabbro as the most commonrock types. Sulfide- and oxide-bearing gabbros are present inthe lowest 100 m of the core where decreases in the crystalsizes of plagioclase and olivine, and the appearance of ophitictextures adjacent to the footwall, indicate that the chilledmargin of the intrusion has been preserved (Chalokwu & Grant,1990). The concentrations of incompatible elements in the wholerocks and the iron contents of olivine and pyroxenes all increasesharply in the lowest 100 m of the drill core (Chalokwu &Grant, 1990), and are interpreted as the downward increase inintercumulus liquid now preserved as intercumulus phases, andthe reaction of this liquid with olivine and pyroxenes. Mass, balance calculations for rocks containing widely differentvolumes of intercumulus phases show that the intercumulus liquidwas a chemically uniform ferrodiorite that can be derived fromKeweenawan high-alumina olivine tholeiite by plagioclase (An₆₃),clinopyroxene (En₅₀Fs₁₀Wo₄₀), and olivine (Fo₇₁) fractionation. Initial ⁸⁷Sr/⁸⁶Sr values for plagioclase range between 0–704764and O-706335, with the highest values occurring adjacent tothe footwall Virginia Formation, and the lowest at intermediatedepths in the core. These variations are similar to ⁸⁷Sr/⁸⁶Srvalues reported earlier by Grant & Moiling (1981) From theadjacent core DDH-295, although the values are all greater thanpublished initial ratios for the least altered Keweenawan lavas.We attribute the isotopic variations in core DDH-221 to isotopicheterogeneities in the Partridge River Intrusion magmas, andto limited assimilation of the Virginia Formation within 50m of the footwall. Rare-earth and other trace elements in the intercumulus liquidfrom core DDH-221 have similar distributions to the same elementsin Keweenawan basic to intermediate lavas. We conclude that the rocks of the Partridge River Intrusionsampled in drill core DDH-221 comprise a mechanical mixtureof cumulus plagioclase and olivine and intercumulus liquid thatwere not in equilibrium with each other, and that the intercumulusliquid was broadly consanguineous with Keweenawan high-aluminaolivine tholeiite lavas, but was modified to a greater extentby assimilative exchange with continental crust. After emplacement,the crystal-liquid mixture was modified by flotation of thecumulus plagioclase out of the basal zone, and by limited —but not ubiquitous — assimilation of footwall VirginiaFormation.  相似文献   

A study of Brans-Dicke theory in FRW-model     

Subenoy Chakraborty  Firoj Shah MD. 《Astrophysics and Space Science》1995,226(1):73-78

In FRW space time Brans-Dicke theory is developed for two cases: (i) the vacuum and (ii) the perfect fluid model. The field equations are transformed into a much simpler form under a change of time co-ordinates and then the solutions are determined for the above cases. An equation of statep =/3 (radiation) is assumed in the case of perfect fluid.  相似文献