Development of Artificial Intelligence Technology in Weather Forecast

Numerical weather prediction, which is the major basis of current weather forecast, has some shortcomings, such as the understanding of the law of atmospheric motion, the assimilation and application of observation data, the expression of model physics, etc., leading to the forecast error of weather. The rapid development of artificial intelligence technology in recent years provides a new possibility for the advancement and innovation of weather forecast. In this paper, the background of the development of artificial intelligence, the current situation of the application of artificial intelligence technology to weather forecast and the future development trend are mainly described to account for this possibility. After that, the idea for development of weather forecast technology based on the integration of artificial intelligence and numerical forecast is put forward. Particularly, this study stresses that, in order to advance the AI algorithm of weather forecast in the future, it is requested to focus on the nonlinear and chaotic characteristics of atmospheric motion leading to the uncertainty of forecast. Starting from the essence of mathematics and physics, we need to realize the hybrid modeling of mathematics and physics, not only to establish the framework of input-output mapping, but also to provide solutions to the bottleneck problems of weather forecast.     

赣中变质岩带的Sm—Nd,Rb—Sr同位素年代研究

赣中变质岩带主要由斜长(云母)变粒岩、十字石榴云母片岩、云母石英片岩夹斜长角闪岩组成。斜长角闪岩Sm-Nd全岩等时线年龄为1113±19Ma,相当于该变质岩带的原岩形成年龄。ε_(Nd)(t)值为2.4±0.1,说明岩浆起源于亏损程度较低的地幔源区:726.6±1.1Ma、403.1±6.4Ma的Rb-Sr等时线年龄表明赣中地区在新元古代末期、加里东期经历了一次强烈的构造变质热作用,其地质、地球化学特征及时代可与浙闽地区陈蔡群、建瓯群进行对比。因此赣中变质岩带并非长期公认的华南加里东褶皱带,应是华夏地块的一部分,这一事实对华南大地构造单元的划分及构造演化具有重要意义。     

古溶洞控矿构造在青藏高原中部的发现及意义——以茶曲帕查铅锌矿床为例

青藏高原中部茶曲帕查矿区铅锌矿化与张性碳酸盐岩角砾伴生。钻孔资料揭示,该套角砾岩在平面上、垂向上分布无规律,露头表现为杂乱堆垛,角砾空隙间常充填泥质物,与泥质物接触部位发育同沉积变形,说明角砾为古溶洞内坍塌形成。茶曲帕查矿区古溶洞内含有坍塌灰岩角砾和泥质充填物,分别发育不同形式的铅锌矿化。溶洞的形成很可能与地下水对碳酸盐岩的溶蚀有关,坍塌发生在早中新世,与五道梁组沉积同时发生。古溶洞成矿作用在青藏高原中部的提出,对认识该区矿床成因、区域铅锌找矿模式等方面均具有重要意义。     

川中地区茅口组两期流体叠合控制下的白云石化模式

岩相学特征、地化分析揭示:川中地区下二叠统茅口组白云岩存在三种白云石:①平直晶面细晶白云石(δ13C_PDB=3.06‰,δ18O_PDB=-6.81‰;Fe:1×10-6,Mn:未检出,Sr:150×10-6);②非平直晶面粗晶鞍状白云石(δ13C_PDB=3.22‰,δ18O_PDB=-7.82‰;Fe:149×10-6,Mn:185×10-6,Sr:85×10-6);③非平直晶面细晶白云石(δ13C_PDB=3.49‰,δ18O_PDB=-9.45‰;Th=123℃,S=133~139‰NaCl;Fe:58×10-6,Mn:59×10-6,Sr:76×10-6)。研究结果表明存在两期白云石化流体:①早期压实作用形成的埋藏白云石化流体(T=37.4℃;S=29.8‰NaCl);②晚期受构造控制的热液白云石化流体(Th=114.8℃;S=153~226‰NaCl)。明确了三种白云石的成因:平直晶面细晶白云石是由早期埋藏流体交代泥晶基质形成的;非平直晶面细晶白云石是平直晶面细晶白云石在受到热液流体改造后所形成的;而非平直晶面粗晶鞍状白云石则是由热液流体直接沉淀出的。基于研究结果建立了相应的白云化模式。     

鲁中碳酸岩中磷灰石同位素地球化学研究

鲁中地区分布着100多个碳酸岩体，微量元素含量及稀土配分等均与世界典型碳酸岩相近。而碳酸岩的碳氧及斑晶磷灰石的锶、钛同位素组成与典型地幔物质有差异，与富集地幔颇为近似，从而证实在山东地区陆壳下存在富集地幔源区。     

冀中南平原土壤氟地球化学特征及其控制因素

详细研究了冀中南平原土壤氟的地球化学特征,并探讨其控制因素。冀中南平原整体氟含量较高,且分布不均匀,具有明显分带性,分别出现4个高氟带和4个低氟带。氟在该区的分布明显受自然地理、地质因素和人为因素控制,且以自然地理、地质因素为主。在自然地理、地质因素中地貌起主导作用,而在人为因素中化肥为主导因素。     

The Arunta Inlier: a complex ensialic mobile belt in central Australia. Part 1: Stratigraphy,correlations and origin

The Arunta Inlier is a 200 000 km² region of mainly Precambrian metamorphosed sedimentary and igneous rock in central Australia. To the N it merges with similar rocks of lower metamorphic grade in the Tennant Creek Inlier, and to the NW it merges with schist and gneiss of The Granites‐Tanami Province. It is characterized by mafic and felsic meta‐igneous rocks, abundant silicic and aluminous metasediments and carbonate, and low‐ to medium‐pressure metamorphism. Hence, the Arunta Inlier is interpreted as a Proterozoic ensialic mobile belt floored by continental crust. The belt evolved over about 1500 Ma, and began with mafic and felsic volcanism and mafic intrusion in a latitudinal rift, followed by shale and limestone deposition, deformation, metamorphism and emergence. Flysch sedimentation and volcanism then continued in geosynclinal troughs flanking the ridge of meta‐igneous rocks, and were followed by platform deposition of thin shallow‐marine sediments, further deformation, and episodes of metamorphism and granite intrusion.     

吉中地区含金火山岩系岩石地球化学特征

吉林中部含金火山岩分早石炭世余富屯期,RbSr年龄301Ma,略偏低;晚三叠世南楼山期RbSr年龄222Ma.余富屯组火山岩系细碧角斑岩组合:细碧岩、细碧玢岩、角斑岩、石英角斑岩;南楼山组岩石组合主要为安山岩、英安岩、流纹岩及玄武安山岩、安粗岩。在岩石化学上二者均属亚碱性系列钙碱性火山岩系。其中,余富屯组属钠质类型,南楼山组属钾质类型。二者的稀土总量中低（111×109~256×109）,属轻稀土富集型,分布模式为右倾曲线,略有负铕异常（δEu0.93~0.75）。其Au的含量（平均）分别为28×109和72×109,明显高.锶初始值分别为0.70492和0.70533,较低,反映物质来源较深。研究表明,余富屯期火山岩形成于拉张环境,即吉中晚古生代裂陷槽;而南楼山期火山岩则为自晚三叠世开始的活动大陆边缘产物     

川中地区上三叠统须四段砂体成因及对油气运移影响分析

川中地区上三叠统须四段砂体沉积过程中,由于构造活动强弱的变化,导致物源供应速率与可容纳空间增长之间关系的变化,须四段厚层砂体自下而上由水退式、加积式和水进式3种不同成因类型的砂组纵向叠合而成.水退式砂组主要由高能削截式河道、削截式河口坝和远砂坝组成,加积式砂组主要包括冲蚀下切式河道和高能削截式河道,水进式砂组主要包括低能河道、低能削截式河道、完整式河口坝和下缺式河口坝.不同砂组中砂体类型不同,颗粒大小分异不同,水动力强弱的差异,不同成因砂体间形成了不同的成岩相和储集相,加积式砂组以绿泥石衬边和溶蚀成岩相为主,物性好,为好的储集体;水进式砂组由压实和胶结相为主,物性较差;水退式砂组中溶蚀相和胶结相发育,物性较好,为中等的储集体.须四段三种成因砂组中,加积式砂组中发育高能削截式河道,形成了在平面上广泛分布的高能水道,砂体厚度大,延伸长,发育有利的成岩相,物性较好,为油气的富集提供了足够的空间;同时加积式砂组与水退式砂组呈沉积不整合相接触,呈现相嵌关系,对天然气的运移起到通道作用,加积砂组向上的水进式砂组容易发生储层致密化,形成有利的盖层,使加积式砂组发育区成为川中天然气富集的有利部位.     

Isotopic Ages of the Carbonatitic Volcanic Rocks in the Kunyang Rift Zone in Central Yunnan, China

The Mesoproterozoic Kunyang rift, which is located on the western margin of the Yangtze platform and the southern section of the Kangdian axis, is a rare massive Precambrian iron-copper polymetallic mineralization zone in China. The Mesoproterozoic Wulu (Wuding-Lufeng) basin in the middle of the rift is an elliptic basin controlled by a ring fracture system. Moreover, volcanic activities in the basin display zonation of an outer ring, a middle ring and an inner ring with carbonatitic volcanic rocks and sub-volcanic dykes discovered in the outer and middle rings. The Sm-Nd isochron ages have been determined for the outer-ring carbonatitic lavas (1685 Ma) and basaltic porphyrite of the radiating dyke swarm (1645 Ma) and the Rb-Sr isochron ages for the out-ring carbonatitic lavas (893 Ma) and the middle-ring dykes (1048 Ma). In combination of the U-Pb concordant ages of zircon (1743 Ma) in trachy-andesite of the corresponding period and stratum (1569 Ma) of the Etouchang Formation, as well as the Rb-Sr iso