The unification of RBLs with XBLs

Many astronomers have discussed the property of BL Lacertae objects, including the variation of spectrum, the correlation of multi-wave bands and the property of polarization, which could give good information for studying intrinsic correlation of components and position of BL Lacertae objects. In the paper, we investigated the properties of RBLs and XBLs and RBLs/XBLs (these objects can also be found by radio survey as by X-ray survey). Firstly, we collected the light curve of 28 BL Lacertae objects, and gained their short timescales by Structure Function (SF). Secondly, we analyzed the distribution of the short timescales of some BL Lacertae objects, including 28 objects’ timescales calculated by SF, as well as the distribution of the redshift and the black hole mass and the flux densities of the multi-wavebands (radio, near-infrared, optical and Gamma-ray). Based on statistical analysis, the result of the paper support the unification model of RBLs and XBLs.     

基于GeoStudio的边坡稳定性分析及支护方案选择的理论探讨

本文选择大连市中山区长利巷地区的边坡,通过现场采取岩土样,进行室内试验得出各地层力学物理参数,对边坡进行稳定性分析。针对目前所拥有的模拟软件与方法,分析并筛选出适合该边坡的模拟软件。利用GeoStudio软件建模、模拟,使用Morgenstern-Price方法进行计算,通过分析得到计算结果,该边坡的安全安全系数为1. 127,认为其属于不稳定边坡。对于不稳定边坡,本文对主流的边坡支护方法进行分析筛选,拟采用扶壁式挡土墙支护方案对其进行预防。根据规范设计挡土墙尺寸,并对该挡土墙进行抗倾覆抗滑移验算,得出的验算安全系数满足规范要求,由此可得知该支护方案方法合理,技术可行。     

拉萨地块措勤-隆格尔地区铁矿床成岩时代、岩石成因及构造环境指示

为深入了解中北部拉萨地块构造背景,利用LA-ICP-MS技术对洛布勒铁矿床成矿花岗闪长岩锆石进行了U-Th-Pb同位素测定,分析了隆格尔、洛布勒铁矿床侵入岩岩石地球化学和Sr-Nd-Pb同位素组成.获得洛布勒花岗闪长岩锆石U-Pb年龄为111.3±1.6 Ma(MSWD=0.61,n=9).隆格尔和洛布勒铁矿床侵入岩高硅(66.63%~69.02%和64.33%~64.82%)、富碱(全碱为5.91%~6.40%和5.81%~6.05%)、低A/CNK(0.91~0.97和0.94~0.95)、SiO2与P2O5含量负相关;稀土元素总量较低(∑REE为123.11×10^-6~148.83×10^-6和96.17×10^-6~101.92×10^-6),球粒陨石标准化配分模式图右倾,弱Eu负异常(0.70~0.82和0.79~0.81),富集大离子亲石元素Rb、Th、U、K、Pb等,亏损Ba和高场强元素Nb、Ta、Sr、Ti等.隆格尔花岗岩全岩和斜长石(206Pb/204Pb)t为18.474和18.626,(207Pb/204Pb)t为15.657和15.722,(208Pb/204Pb)t为38.592和39.145,(87Sr/86Sr)i为0.704 757 6和0.707 047 3,(143Nd/144Nd)i为0.512 281和0.512 339,εNd(t)为-4.13和-2.99,tDM2为1.15 Ga和1.24 Ga;洛布勒花岗闪长岩(206Pb/204Pb)t比值为18.281,(207Pb/204Pb)t比值为15.616,(208Pb/204Pb)t比值为38.369,(87Sr/86Sr)i为0.706 551 4;(143Nd/144Nd)i为0.512 309,εNd(t)为-3.62,tDM2为1.20 Ga.结果表明,措勤-隆格尔铁矿床成矿侵入岩为中钾-高钾钙碱性岩I型花岗岩,为早白垩世晚期岛弧岩浆活动产物,岩浆源于地壳物质部分熔融,岩浆演化过程经历了壳幔岩浆混合和围岩混染.结合前人研究成果,通过对比白垩纪中北部拉萨地块和南部羌塘地块成矿事件的差异,提出中北部拉萨地块113±3 Ma岩浆活动和Fe(-Cu)成矿事件与向南俯冲的班公湖-怒江洋壳发生断离有关.     

雄安新区蓟县系雾迷山组岩溶热储特征、主控因素及有利区预测*

雄安新区蓟县系雾迷山组中赋存丰富的地热资源,研究雾迷山组岩溶热储特征及优质储集层发育的主控因素是地热资源勘探的基础。综合运用野外剖面、岩心、薄片、钻井、测井、录井等地质与地球物理资料,对雾迷山组岩溶热储特征和演化过程进行了深入研究,明确了优质储集层形成的控制因素,预测了有利靶区。结果表明,雾迷山组岩溶热储主要岩性为晶粒白云岩、颗粒白云岩、微生物白云岩、硅质白云岩和角砾白云岩等,溶蚀孔洞、裂缝及其组合为主要的储集空间类型。雾迷山组热储平均孔隙度为3.18%,平均渗透率为91.48×10^-3 μm²;其中角砾白云岩物性最好。雾迷山组岩溶热储经历了沉积—准同生期成孔(雾迷山沉积期)、Ⅰ期表生增孔(雾迷山沉积期后至青白口纪前)、Ⅰ期埋藏减孔(青白口纪前至三叠纪)、Ⅱ期表生增孔(三叠纪—古近纪)、Ⅱ期埋藏减孔(新近纪—第四纪)5个阶段,岩性及岩相、成岩作用和构造应力是雾迷山组有利热储形成的主控因素。藻云坪—云坪相、表生岩溶、埋藏溶蚀、准同生岩溶、岩溶高地—斜坡和地层裂缝段比率大于0.4的6项叠合区是研究区最有利的岩溶热储发育区。     

Multi-step ahead short-term predictions of storm surge level using CNN and LSTM network

Storm surges pose significant danger and havoc to the coastal residents' safety, property, and lives, particularly at offshore locations with shallow water levels. Predictions of storm surges with hours of warning time are important for evacuation measures in low-lying regions and coastal management plans. In addition to experienced predictions and numerical models, artificial intelligence (AI) techniques are also being used widely for short-term storm surge prediction owing to their merits in good level of prediction accuracy and rapid computations. Convolutional neural network (CNN) and long short-term memory (LSTM) are two of the most important models among AI techniques. However, they have been scarcely utilised for surge level (SL) forecasting, and combinations of the two models are even rarer. This study applied CNN and LSTM both individually and in combination towards multi-step ahead short-term storm surge level prediction using observed SL and wind information. The architectures of the CNN, LSTM, and two sequential techniques of combining the models (LSTM–CNN and CNN–LSTM) were constructed via a trial-and-error approach and knowledge obtained from previous studies. As a case study, 11 a of hourly observed SL and wind data of the Xiuying Station, Hainan Province, China, were organised as inputs for training to verify the feasibility and superiority of the proposed models. The results show that CNN and LSTM had evident advantages over support vector regression (SVR) and multilayer perceptron (MLP), and the combined models outperformed the individual models (CNN and LSTM), mostly by 4％–6％. However, on comparing the model computed predictions during two severe typhoons that resulted in extreme storm surges, the accuracy was found to improve by over 10％ at all forecasting steps.     

Assessment of Surface Ecological Quality of Grassland Mining Area and Identification of Its Impact Range

Natural Resources Research - High-intensity coal mining in grasslands has negative impact on the surface ecology of the mining area and its surroundings. This impact shows spatio-temporal...     

新疆孔雀河流域人工绿洲近40年土地利用/覆被变化

区域尺度土地利用/覆被变化（LUCC）时空特征及驱动力是研究大尺度变化乃至全球变化演变过程的基础,而干旱区LUCC对区域水文、生态影响尤为显著,是全球变化研究的重点之一。以新疆孔雀河流域上游作为研究区,基于1977-2015年6期Landsat数据,采用多规则人机交互目视解译的方法完成LUCC制图,并利用LUCC模型从数量变化、空间变化、土地利用集约程度变化等多方面分析了近40年来该区域LUCC特点及演变机制。结果表明：（1）研究区仅有耕地和建设用地面积增加,且增幅均在200%以上,其他土地类型面积则均有不同程度的减少;（2）耕地变化呈现出空间集聚现象,而建设用地的扩张则呈现空间连续性;（3）2000年前后自然植被经历小幅退化—恢复过程;（4）受西部大开发、塔里木河生态综合治理工程等多种因素影响,2000-2005年间,空间变化的综合动态度最高（2.76%）;（5）自然因素影响较小,人口增长和政策因素是主要驱动因子。     

省级气象云资源管理平台设计与应用

基于OpenStack架构建立省级云资源管理平台,通过整合省级各类硬件资源,将计算、存储、网络等硬件资源纳入统一资源池管理,在此基础上将省级原有的多套虚拟化系统软硬件资源纳入平台统一管理。平台投入使用后资源有效利用率大幅提升,实现硬件资源动态、弹性、可回收利用,能够更好地为各业务部门提供硬件资源服务。通过接管省级VMware、OS等虚拟化系统,平台可以根据业务需求快速部署交付业务系统,大幅提高对气象业务的服务和支撑能力,提高了系统运维的水平和效率。该平台的建成和应用对省级云计算发展和应用具有示范、服务、探索等多重作用,特别是对带动省级信息化建设进入新阶段,探寻省级新的信息化建设模式具有现实意义。     

风沙流中颗粒跃移研究的某些进展与问题

风沙流研究是风沙物理学的主要内容,研究方法上大致分宏观和微观研究两个方面。宏观研究着眼于风沙流的整体结构和动力学过程,微观研究侧重于单一颗粒的运动状态。宏观和微观研究相结合是解决风沙物理学中一系列问题的一条合理路线。但长期以来,由于在颗粒运动机理研究方面进展缓慢且不成熟,对联系宏观和微观研究的纽带——起跳粒子的运动状态分布的重要性认识不够,造成风沙流宏观研究和微观研究的严重脱节。本文综述国内外在这两方面的研究历史和现状,指出了现存问题和解决途径,并对风沙物理学的发展方向提出了一些建议。     

湖南中西部钨锑砷金矿床中辉锑矿含金性的初步研究

在湖南中西部钨锑砷金矿床中,辉锑矿是金的重要载体矿物之一.除富含Sb的黄铁矿、毒砂可作为金的可靠指示矿物外,辉锑矿中微量元素As和Tc,既是合金辉锑矿的标型元素,又是评价辉锑矿含金性的重要辅助标志性元素.