Analysis of estimated satellite clock biases and their effects on precise point positioning

This study provides a systemic analysis to identify the biases in estimated satellite clocks and illustrates their effects in precise point positioning (PPP). First, the precise satellite clock estimation method considering pseudorange and carrier phase hardware delays is derived. Two methods for satellite clock estimation are compared, and their equivalency is discussed. The results show that apart from the well-known constant code hardware biases, the time-variant phase hardware biases are also absorbed by the estimated clocks. Also, the satellite clocks contain biases caused by modeling errors. To analyze the effects of these biases, they are grouped into initial clock biases (ICBs) and time-dependent biases (TDBs). Then, a detailed analysis of the impact of the biases on PPP-based troposphere and coordinate estimates is conducted. The experimental analysis demonstrates that TDBs affect positioning and tropospheric estimates, and their impacts are more significant in the static mode. The ICBs affect coordinate accuracy, zenith total delay mean bias, and its standard deviations only at the millimeter level for kinematic and static PPP, which is negligible. However, the ICBs affect the convergence period for both static and real kinematic PPP, and the magnitude of their impact largely depends on data quality. Note that satellites clocks are generally estimated with the P1/P2 and L1/L2 ionospheric-free combinations, and that hardware-specific parts of ICBs and TDBs cancel if users employ the same type of observables as the clock providers. Otherwise, the effects of biases cannot be ignored, especially for triple-frequency applications. Also, modeling-specific parts of ICBs and TDBs are significant in real-time clocks, which also affect user applications. Our conclusion is applicable for understanding the effects of these biases.     

Mapping fine‐scale urban housing prices by fusing remotely sensed imagery and social media data

The accurate mapping of urban housing prices at a fine scale is essential to policymaking and urban studies, such as adjusting economic factors and determining reasonable levels of residential subsidies. Previous studies focus mainly on housing price analysis at a macro scale, without fine‐scale study due to a lack of available data and effective models. By integrating a convolutional neural network for united mining (UMCNN) and random forest (RF), this study proposes an effective deep‐learning‐based framework for fusing multi‐source geospatial data, including high spatial resolution (HSR) remotely sensed imagery and several types of social media data, and maps urban housing prices at a very fine scale. With the collected housing price data from China's biggest online real estate market, we produced the spatial distribution of housing prices at a spatial resolution of 5 m in Shenzhen, China. By comparing with eight other multi‐source data mining techniques, the UMCNN obtained the highest housing price simulation accuracy (Pearson R = 0.922, OA = 85.82%). The results also demonstrated a complex spatial heterogeneity inside Shenzhen's housing price distribution. In future studies, we will work continuously on housing price policymaking and residential issues by including additional sources of spatial data.     

中国铝土岩系中伴生钪资源富集规律及富集机制初探

钪(Sc)作为新世纪的重要资源,广泛分布于自然界中,但其分布极为稀散,钪的独立矿物稀少,独立矿床几乎没有。铝土岩系中的钪资源储量巨大,本文统计了中国各铝土矿成矿带Sc数据,在对比山西(断隆)成铝区、华北陆块南缘成铝区、渝南—黔北成铝带、黔中成铝区和滇东南—桂西成铝区的数据基础上,发现滇东南—桂西成铝区的Sc含量最高,含钪铝土岩系形成时代主要为石炭纪和二叠纪。通过对比分析A/S与钪的关系,在A/S小于2.5,钪的含量总体较高,且与A/S正相关,大于2.5后,与A/S负相关。从而得出在铝土岩系中,Sc分布在顶层的黏土岩、中部的铁质铝土矿以及底部的铁质黏土岩、铁质岩,尤其是在含铁铝土岩系中高度富集。通过对比分析铝土岩系各元素含量,发现钪与铁、铌、钒、铬元素成正相关,综合铝土岩系中其他元素的矿物表现形式,推测钪在铝土岩系中的赋存形式可能为：类质同象、离子吸附、和超显微非结构混入物。本文初步探讨总结钪在铝土岩系中可能的赋存形式、时空分布规律及钪的迁移转化机制,为铝土矿中伴生钪资源的综合利用开发提供理论支撑。     

珠江三角洲城市大气中多环芳烃的污染特征、来源解析和健康风险评估

多环芳烃(polycyclic aromatic hydrocarbons,PAHs)是广泛存在于大气中的一类毒害有机污染物.本研究采集了2018年冬、夏两季珠江三角洲9个地级市的气态和颗粒态(PM2.5)样品,分析了16种美国国家环境保护局优先控制PAHs的浓度水平和时空变化,并结合PM2.5相中的有机碳(OC)、元素碳(EC)和左旋葡聚糖浓度,使用正定矩阵因子分解(PMF)模型对PAHs进行了来源解析.∑16 PAHs的气相浓度范围为7.08～284.08 ng/m3,PM2.5相浓度范围为0.30～17.00 ng/m3,两相总浓度(37.48±41.53)ng/m3.季节特征上,∑16 PAHs气相浓度为夏高冬低,PM2.5相浓度则呈现冬高夏低,总∑16 PAHs浓度呈夏高冬低.比值法和PMF源解析结果发现,珠江三角洲9个典型城市大气的PAHs主要来自生物质燃烧(57％)、煤炭燃烧(30％)和机动车尾气排放(13％).城市周边生物质燃烧引致的PAHs污染仍需重视.健康风险评价表明,珠江三角洲大气PAHs致癌等效浓度处于较低水平(0.30～1.89 ng/m3),主要由苯并[a]芘贡献(>45％),建议重点关注.     

Drought prediction using in situ and remote sensing products with SVM over the Xiang River Basin,China

Natural Hazards - Droughts have caused many damages in many countries and might be aggravated around the world. Therefore, it is urgent to predict and monitor drought accurately. Soil moisture and...     

渤海湾盆地大型基岩潜山储层特征及其控制因素——以渤中19- 6凝析气田为例

渤中19-6气田是渤海湾盆地近期发现的规模最大的深层变质基岩凝析气田,探明储量超过千亿立方米,气柱高度超1000 m,现今埋深大于4000 m,储层规模大但非均质性强.基于三维地震、钻井、测井以及薄片资料,明确了基岩潜山储层的发育特征,并探讨了优质储层形成的主控因素.结果表明:基岩潜山以太古宇变质花岗岩为主要的储集岩性,储集空间主要为构造裂缝,同时发育沿裂缝溶蚀形成的孔隙及构造破碎粒间孔,平均孔隙度为5％,平均渗透率为6.48×10-3μm2.脆性岩石、构造挤压以及风化作用共同控制了规模性储层的形成:① 研究区90％的岩石为低抗压强度的变质花岗岩,为裂缝的形成提供了物质基础;② 印支期强烈的挤压为规模性裂缝的形成提供了外部动力,是大规模储层发育最为关键的因素;不同构造位置裂缝发育程度不同,造成了储层平面分布的非均质性;③ 长期的风化作用使得潜山上部300 m以内的储集物性得到进一步改善,控制了潜山垂向上储层的非均质性.     

云南勐野井钾矿区及周边泉水水化学特征及地表钾异常成因分析

勐野井钾盐矿位于云南省兰坪-思茅盆地的南部,是我国目前发现的唯一一个具有工业开采价值的固体钾盐矿床.本文对该矿区及周边泉水等的水化学特征和地表钾异常成因进行了探讨.研究区含盐地层分布广泛,盐泉出露较多,通过对地表泉水、泉水沉积物、水中逸出气体及垂直断裂的测线剖面样品等取样分析,可以捕捉地表钾异常信息,对于成钾机理研究和钾盐找矿都有着积极的作用.结合以往研究证实了勐野井矿区附近盐泉水具有I级异常显示.沿垂直于断裂方向的剖面采集的土壤样品中,钾及相关组分的峰值和谷值的出现有一定的规律性,认为各元素含量异常是由深部流体(水、气)沿断裂上升补给造成的.泉水稀有气体He主要为深部壳源,个别为幔源,推断研究区的大断裂可能切至深部地壳,个别深切到软流圈上部.泉水氢氧同位素和锶同位素组成研究表明,该区泉水具有深部补给特征,存在一定程度的水-岩反应,受火山岩的影响较大,氢氧同位素和矿物学研究表明,深部热液在勐野井钾盐矿床形成过程中起重要作用.本研究认为深部补给是勐野井矿区及周边地表钾异常形成的重要补给源,火山岩可能是重要的物质来源之一,而断裂带是其重要的控制因素.     

Urbanization impacts on flood risks based on urban growth data and coupled flood models

Natural Hazards - Urbanization increases regional impervious surface area, which generally reduces hydrologic response time and therefore increases flood risk. The objective of this work is to...     

Destressing Mechanics Effect of Surrounding Rock Induced by Blasting Precondition at Deep Drift Development

Geotechnical and Geological Engineering - Using a detailed modeling simulation technology, a mechanics simulation model was constructed, including multiple development rounds, stress relief holes...     

戈壁荒漠覆盖区地质调查中综合地球物理方法与实践

戈壁荒漠覆盖区地质填图是新时期地质调查工作的重点内容之一.覆盖区地质填图的基本目标包括两个方面,一是揭示覆盖层下伏基岩面地质结构,即填绘基岩面地质图;二是揭示覆盖层地质结构,包括地表覆盖层地质结构和覆盖层的三维地质结构.综合利用地球物理方法可以获得覆盖区地下地质结构、岩石属性、沉积物分布与层状结构等信息.而经济有效地选择和组合实施地球物理方法是完成覆盖区地质填图目标任务的重要保障.基于近年在新疆东天山地区开展的覆盖区地质填图工作,提出了针对多覆盖层结构背景下地质填图的综合地球物理方法组合的技术策略.综合地球物理方法以及新技术在巴里坤盆地和哈密盆地的应用展示了其效果,并为在戈壁荒漠覆盖区地质调查过程中如何开展地球物理工作提供了示范和借鉴.