3D Mineral Prospectivity Mapping with Random Forests: A Case Study of Tongling,Anhui, China

Natural Resources Research - In the past few decades, a variety of data-driven predictive modeling techniques has led to a dramatic advancement in mineral prospectivity mapping (MPM). The random...     

福建省复杂地形下旬平均气温分布式模拟

为建立高时空分辨率的福建省复杂地形下气温栅格数据集,利用福建省及其周边33个常规气象站观测资料,基于数字高程模型（DEM）数据,综合考虑海拔、太阳总辐射、地表长波有效辐射对旬平均气温的影响,模拟了福建省复杂地形下旬均温的空间分布。结果表明：1）常规站验证结果显示：各旬气温绝对误差平均值（MAE）最小为0.46℃,最大为2.3℃,全年平均为0.87℃;加密站验证结果显示,MAE最大为2.3℃,最小0.5℃,全年平均为0.96℃。2）模拟结果能反映旬均温的宏观分布规律与局地细节特征。宏观范围内,旬均温受纬度影响较大,由北至南气温逐渐升高,沿海地区旬均温整体高于内陆,山区旬均温明显较低;局地范围内,各坡向上气温差异显著,海拔越高、坡度越大,差异越明显;地形因子对旬平均温的影响具有季节差异,具体表现为冬季时地形因子对旬均温的影响最大,秋季次之,春夏季节中地形因子对旬均温的影响最弱。     

一次暴雨空报的诊断分析

实时天气系统的时空分布、多个物理要素、雷达回波特征都表现出24小时内鄂东地区及武汉单站有暴雨天气发生,结果暴雨空报。为了找到暴雨空报原因,对T213数值预报产品中多个物理要素进行诊断分析。首先根据物理量场分析鄂东地区暴雨是否产生;其次根椐物理量值分析武汉单站有否暴雨。结果表明：鄂东及武汉单站多个物理要素场和值不支持有暴雨产生。如：没有能量锋区、湿度锋区和水汽的辐合支持降水天气系统继续发展和加强,鄂东不会产生区域性暴雨。武汉单站涡度平流反映出低层正值高层负值,这种配置没有动力作用。垂直速度表明在汉口上空整层为下沉气流区,产生不了动力不稳定。单站ra和rf值表现出,前者为正值的水汽辐散;后者为小值。K指数不但没有达到K≥35℃以上,而且表现出逐日递减。这几种要素值都不支持单站次级环流的产生,所以,武汉不会发生暴雨。     

Variational iteration solving method for El Nino phenomenon atmospheric physics of nonlinear model

A class of El Nino atmospheric physics oscillation model is considered. The El Nino atmospheric physics oscillation is an abnormal phenomenon involved in the tropical Pacific ocean-atmosphere interactions. The conceptual oscillator model should consider the variations of both the eastern and westem Pacific anomaly patterns. An El Nino atmospheric physics model is proposed using a method for the variational iteration theory. Using the variational iteration method, the approximate expansions of the solution of corresponding problem are constructed. That is, firstly, introducing a set of functional and accounting their variationals, the Lagrange multiplicators are counted, and then the variational iteration is defined, finally, the approximate solution is obtained. From approximate expansions of the solution, the zonal sea surface temperature anomaly in the equatorial eastern Pacific and the thermocline depth anomaly of the seaair oscillation for El Nino atmospheric physics model can be analyzed. El Nino is a very complicated natural phenomenon. Hence basic models need to be reduced for the sea-air oscillator and are solved. The variational iteration is a simple and valid approximate method.     

Environmental impact of fluidized solidified silt casting on surrounding water bodies

Abstract

With the growing demand for underwater refill engineering, the construction technology of implementing fluidized solidification in underwater pouring has recently received increased attention. However, the environmental impact of underwater casting on surrounding water bodies, especially when the silt is polluted, is still unclear. In this study, a simulated underwater pouring test and a static immersion release test were conducted separately to study the quality of the surrounding water during and after pouring. The results showed that fluidized-solidified silt casting could increase the pH of the surrounding water, even after the pouring had stopped, by approximately 1.0 and the turbidity could reach 200 NTU. No diffusion of Zn and Cu into the surrounding water was observed and while Ni and Cr exhibited slight diffusion, this was at a level well below international water quality standard. During construction, reducing the distance from the seafloor to the bottom of the pouring catheter could reduce the level of pollution. After construction, the use of neutral solidified materials can effectively reduce the pH of the surrounding water and the potential risk of heavy metal dissolution.     

天籁实验抛物柱面天线阵结构设计与力学分析

为了满足大面积天区的射电巡天观测,完成对大尺度结构的精确测量和对暗能量的探测,需要设计可安装大量馈源单元的大规模射电干涉阵列天线。抛物柱面的结构形式能较好满足工作需求,对抛物柱面天线阵进行了结构的选型设计。基于有限元方法及有限元分析软件,建立了用于暗能量射电探测的抛物柱面天线阵结构的有限元模型,计算分析了在重力、冰雪和风力等载荷作用时反射面的变形情况。仿真计算分析结果表明:设计的用于暗能量射电探测的天线结构在各种工况下反射面变形量较小,能满足各项设计技术指标要求,从而验证了天线阵结构的合理性、稳定性和可靠性。     

Designing a spatial pattern to rebalance the orientation of development and protection in Wuhan

Patterns of spatial development and protection form a basic category of geoscience,and redesigning them is a popular subject of research in regional sustainable development that is important for ecological civilization construction.The authors here report a case study of Wuhan city using the circuit theory model and minimum cumulative resistance(MCR)model to rebalance its spatial protection and development.The results show the following:(1)Using the density of the gross domestic product(GDP),density of population,rate of urbanization,and access to transportation as evaluation indicators,seven core areas of development in Wuhan were identified,accounting for 59%of the total number of streets,that exhibited a “circular-satellite”spatial structure.(2)According to the importance of ecosystem services,ecological sensitivity,land use type,and slope of the terrain,the resistance surface of spatial development in Wuhan had a stereoscopic spatial form of an“inverted pyramid,”with high surroundings and a low center.The area of low resistance accounted for 6.64%of the total area of Wuhan.(3)Based on coupling analysis using the MCR and spatial morphological characteristics of current,nine axes of spatial development with a total area of 427.27 km2 and eight key strategic points with a total area of 40.02 km2 were identified.Streets that were prioritized for development accounted for 9.63%of Wuhan's total area.(4)By combining the characterization of the development axis with the structure of the three-level core area,we extracted the structure of spatial development of "one heart,two wings,and three belts" in Wuhan.The research framework and empirical results can provide scientific guidance for the urban spatial layout,the development of regional linkages,and ecological environmental protection in China.     

Prediction of Blast-Induced Rock Movement During Bench Blasting: Use of Gray Wolf Optimizer and Support Vector Regression

Natural Resources Research - A large ore loss and dilution can be expected when using a pre-blast ore boundary for shovel guidance because of the movement and re-distribution of ore in the muck...     

2001—2010年“新丝绸之路”经济带中国段城市经济时空演变

为探索"新丝绸之路"经济带的城市经济时空演变规律,采用主成分分析法对经济带内27个中国城市2001—2010年的经济数据进行研究,得出了各城市经济发展水平的综合得分。运用传统马尔科夫链和时间马尔科夫链方法,计算出城市经济发展水平的马尔科夫链转移概率矩阵和空间转移概率矩阵,探索了城市发展的时间和空间特征。结果表明:从时间上看,"新丝绸之路"沿线的城市经济发展在10年内保持着原来的状态。从空间上看,经济带的城市经济发展存在着明显的不平衡现象,东、中部和少数西部城市的发展居于前列,其余多数西部城市经济发展滞后,尤其是天水,定西、武威、张掖等城市出现"в趋同现象"。     

Causes for continuous siltation of the lower Yellow River

Previous studies indicate that aggradation of a river channel is caused by upriver and/or downriver controls, but the evaluation of their relative importance is often difficult. A method is proposed to isolate the effect of the downriver control based on the slopes of the existing river profile, those of the graded profile estimated from the discharge-sediment relationship and slope reduction due to local base-level rise. The method was applied to the rapidly aggrading lower Yellow River. The downriver control in this case refers to the local base-level rise associated with deltaic extension during the period under discussion. The result shows that the main portion of siltation along the river is not caused by downriver control but by the slope difference between the existing and the graded profiles over a period within the last 700 years, assuming conditions of discharge and sediment load during the period from 1962 to 1985 are reflective of the long term. The marked slope difference between the existing and the graded profiles of the river is a result of changes in the river environment in the past several thousand years including the increase of sediment load, local base-level rise associated with river lengthening by deltaic growth, and relative sea-level rise due to tectonic subsidence of the coastal alluvial plain.