A site selection framework for urban power substation at micro-scale using spatial optimization strategy and geospatial big data

The world is facing more energy crises due to extreme weather and the rapidly growing demand for electricity. Siting new substations and optimizing the location of existing ones are necessary to address the energy crisis. The current site selection lacks consideration of spatial and temporal heterogeneity in urban power demand, which results in unreasonable energy transfer and waste, leading to power outages in some areas. Aiming to maximize the grid coverage and transformer utilization, we propose a multi-scene micro-scale urban substation siting framework (UrbanPS): (1) The framework uses multi-source big data and the machine learning model to estimate fine-scale power consumption for different scenarios; (2) the region growing algorithm is used to divide the power supply area of substations; and the (3) location set coverage problem and genetic algorithm are introduced to optimize the substation location. The UrbanPS was used to perform siting optimization of 110 kV terminal substations in Pingxiang City, Jiangxi Province. Results show that the coverage and utilization rate of the optimization results under different power consumption scenarios are close to 99%. We also found that the power can be saved by dynamic regulation of substation operation.     

1986—2019年黄河流域地表水体动态变化及其影响因素

黄河流域水资源严重短缺,对地表水面积（SWA）开展动态监测有助于明晰地表水资源时空变化规律及其驱动机制。本文基于Google Earth Engine云平台技术,综合利用混合指数规则集、线性斜率、多元线性回归和偏微分分解等方法,揭示了黄河流域SWA的年际变化及其空间分异规律,厘定了降雨、温度、植被叶面积指数、前一年SWA和水利水保措施与人类用水活动等其他因素对SWA的影响量和相对影响率。结果表明：① 地表水体总体识别精度为97%。1986—2019年全流域永久性SWA年际增长速率49.82 km²/a,其中主河道区贡献83.2%,且2001年为SWA变化由减小到增加的转折点;季节性SWA年际减小速率-79.2 km²/a,其中子流域区贡献61.8%。② 除红碱淖SWA呈显著持续减小外,其他主要天然湖泊SWA均较为稳定;6个主河道大型水库中,小浪底和龙羊峡水库SWA增加趋势最为显著;在86个子流域中,50个子流域SWA呈增加趋势,主要分布于流域中下游。③ 非气象要素对SWA的影响均大于气象要素影响作用。降雨对SWA的增加作用最小,温度上升造成中游地区SWA减小,但却导致源区SWA增加。植被叶面积指数增加导致主河道区和子流域区SWA变化斜率分别增加10.12 km²/a和7.26 km²/a。其他因素对子流域区SWA增加呈负作用,这表明子流域内剧烈用水活动对SWA的减小作用大于水利水保措施对SWA的增加作用,但是分布于主河道中的大型梯级水库调蓄功能可显著提升其对主河道区SWA的增加作用。     

构造煤的成因属性分类

前人研究认为构造煤是煤与瓦斯突出的必要条件,构造煤的分类对煤与瓦斯突出的预测和防治有重要意义。(1)根据构造煤参与煤与瓦斯突出过程的突出属性对构造煤重新进行了定义,认为构造煤是构造作用下强度降低、瓦斯异常的煤气双重介质,据此将构造煤划分为01类瓦斯构造煤和01类强度构造煤以及强度和瓦斯都变异的02类构造煤。(2)参考地质构造成因环境下岩石破坏的脆韧性划分方式,将突出属性分类与脆韧性的构造成因特性结合起来,划分出3类脆性构造煤和3类韧性构造煤,分别命名为01类脆性瓦斯构造煤、02类脆性构造煤等。(3)分析了构造煤在煤与瓦斯突出中的作用,低强度构造煤在其周围形成应力集中,瓦斯通过孔隙压力和吸附作用降低煤体强度,而高压瓦斯则是突出发展过程中煤体破坏和抛掷的重要动力源之一。(4)结合成因属性构造煤分类对各种地质因素对构造煤空间分布、构造煤瓦斯的生成和保存条件进行了分析。     

High Precision Tungsten Isotope Measurements by MC-ICPMS

<正>1 Introduction The short-lived 182Hf-182W system is generally acknowledged as the best chronometer of metal-silicate segregation that occurred during the early evolution of asteroids and terrestrial planets due to its following properties:(1)Hf-W fractionation commonly occurs during metal-silicate differentiation;(2)Both Hf and W are highly refractory elements,therefore most bulk     

赛弗特星系中的分子环

介绍了近年来Ｓｅｙｆｅｒｔ领域中关于分子环（ｔｏｒｕｓ）研究情况和现状。分子环模型的提出源于２型Ｓｅｙｆｅｒｔ星系核的光学偏振观测的结果与传统的１型Ｓｅｙｆｅｒｔ核的观测特征的相似性。在ｔｏｒｕｓ结构存在的假设下,讨论其对观测的作用,阐述了ｔｏｒｕｓ可能的结构和演化及其在Ｓｅｙｆｅｒｔ统一模型中的重要地位。还讨论了ｔｏｒｕｓ的遮挡、束流效应和由此造成的多波段观测特性,着重介绍了散射效应及其造成的偏     

2.5ka来新疆吉力湖湖泊沉积记录的气候环境变化

选择位于西风区的吉力湖为研究对象,利用~(210)Pb、~(137)Cs和AMS~(14)C测年手段,建立了吉力湖沉积岩芯2.5ka以来的时间序列。对湖泊沉积物的粒度、总有机碳、总氮以及有机碳同位素等多环境指标的综合分析,重建了吉力湖2.5ka以来的气候环境演化特征。2.5ka以来吉力湖气候环境变化大致经历了5个阶段:500BC-50BC,暖干;50BC-650AD,冷湿,气候不稳定,冷暖波动较大;650-1350AD,暖干,对应于中世纪暖期(MWP),1350-1850AD,冷干,对应于小冰期(LIA);1850AD以来,温干,其中20世纪20年代后,尤其是70年代以来,气候变暖。吉力湖多环境指标记录的气候环境变化与其它地质记录以及历史文献记录均具有较好的一致性。     

MIS-3晚期以来乌伦古湖古湖相沉积记录的初步研究

通过对现代乌伦古湖附近出露的古湖相沉积剖面的AMS~(14)C测年,粒度、总有机碳、总有机氮以及碳酸盐等环境代用指标的分析及其与全新世钻孔沉积记录的对比研究,结果发现:乌伦古湖在MIS-3晚期的33600-22500 cal a BP以及冰后期至早中全新世的16500-6500 cal a BP期间,维持着湖相沉积环境,湖面约比现在湖面高40 m.33600-22500 cal a BP的MIS-3晚期,气候相对温暖,乌伦古湖呈现高湖面特征,湖泊沉积物来源以流水搬运为主;22500-16500 cal a BP的末次冰期冰盛期,气候寒冷干燥,湖泊沉积物来源以风力搬运为主;16500-6500 cal a BP的冰后期以及早、中全新世期间,气候回暖,湖泊沉积物主要来源于河流径流作用.6500-5500 cal a BP,受高温干旱事件的影响,湖面收缩、水位剧降,除沉积中心外的其它钻孔位置出现沉积中断.5500 cal a BP后气候转冷变湿,湖泊重新恢复到现在的状态.乌伦古湖MIS-3晚期以来的古湖相沉积环境变化及其反映的古气候万年尺度上的干湿变化与周边区域气候环境变化记录有很好的一致性,响应了区域环境变化和全球气候突变事件.季风和西风的强度消长变化及其引起的环流条件改变以及温度变化引起的蒸发效应可能是区域气候环境变化的主要原因.这一古湖相沉积记录的研究可为MIS-3晚期以来北疆地区的古湖泊演化以及长时间尺度上西风和季风环流相互关系及其影响区的气候环境演化提供地质证据.     

Fine‐scale intra‐ and inter‐city commercial store site recommendations using knowledge transfer

The rapid development of urban retail companies brings new opportunities to the Chinese economy. Due to the spatiotemporal heterogeneity of different cities, selecting a business location in a new area has become a challenge. The application of multi‐source geospatial data makes it possible to describe human activities and urban functional zones at fine scale. We propose a knowledge transfer‐based model named KTSR to support citywide business location selections at the land‐parcel scale. This framework can optimize customer scores and study the pattern of business location selection for chain brands. First, we extract the features of each urban land parcel and study the similarities between them. Then, singular value decomposition was used to build a knowledge‐transfer model of similar urban land parcels between different cities. The results show that: (1) compared with the actual scores, the estimated deviation of the proposed model decreased by more than 50%, and the Pearson correlation coefficient reached 0.84 or higher; (2) the decomposed features were good at quantifying and describing high‐level commercial operation information, which has a strong relationship with urban functional structures. In general, our method can work for selecting business locations and estimating sale volumes and user evaluations.     

Zircon U-Pb geochronology and Hf isotopic constraints on petrogenesis of Carnian Huanglonggou granodiorites in Wulonggou area of Eastern Kunlun Orogen,NW China

The Wulonggou area located in the Eastern Kunlun Orogen in NW China is characterized by extensive granitoid magmatism,ductile faulting and orogenic gold mineralization.The Huanglonggou granodiorite is cut by an orogenic gold-bearing fault.This study investigated the major and trace-element compositions,zircon U-Pb dates and zircon Hf isotopic compositions of the Huanglonggou granodiorite.One Huanglonggou granodiorite sample yielded a weighted mean U-Pb zircon age of~221 Ma(Carnian).The Carnian granodiorite is metaluminous,with high alkalis contents of 6.37%--8.86%,high Al_2O_3contents of 15.41%--16.19%,high Sr contents of(426--475)×10~(-6),relatively high Sr/Y ratios,high(La/Yb)_Nvalues and low HREE,suggesting an adakite type high-Si O_2granite.The Huanglonggou granodiorite sample has zirconε_(Hf)(t)values ranging from-4.4 to+1.1.These Hf isotopic data suggest that the Carnian granodiorite was likely derived from the partial melting of subducted Paleo-Tethys oceanic slab.It is suggested that the Late Triassic granodiorite was emplaced during the northward subduction of Paleo-Tethys oceanic slab.Orogenic gold mineralization in the Wulonggou area formed after the emplacement of the Late Triassic intrusive rocks.