The authors propose C&W-SP model — a text sentiment analysis model based on the representation learning. Firstly, an improved training model based on C&W model is proposed which can integrate emotional information and part of speech information in the training process of word embedding. The evaluation of data sets of NLP&CC’2013 is used to compare experimental results with different models. The experimental results show that the C&W-SP model which combines emotion information and part of speech information has the best performance and confirm the effectiveness of the proposed method.
Based on comprehensive analysis of field work, petrological and geochemical characteristics, the authors study the sources of dolomitizing fluids and the models of dolomitization of the Lower Ordovician Penglaiba Formation in Tongguzibulong Outcrop, the northwestern margin of Tarim Basin, China. Four types of dolomite are recognized: euhedral-subhedral powder crystallized dolomite, euhedral-subhedral fine crystallized dolomite, subhedral-xenotopic medium crystallized dolomite and subhedral-xenotopic coarse crystallized dolomite. Powder-fine crystallized dolomite is distributed in the lower part of Penglaiba Formation, and has cloudy center surrounded by clear rim. With residual sand texture, inter-crystal pores and inter-partical pores, medium-coarse crystallized dolomite is distributed in the upper part of Penglaiba Formation. The REE patterns of dolomite and contemporaneous limestone rich in LREE and deplete in HREE, present a trait of unobvious Ce anomaly and Eu negative anomaly, the values of C-O isotope locate in the scope of contemporaneous marine dolomite, and Eu negative anomaly. All these denote that the dolomitizing fluid is normal or slightly concentrated seawater. Besides, Powder-fine crystallized dolomite present a low value of Fe, Mn and a high value of Sr, Ba, formed by reflux seepage dolomitization in penesaline seawater. Cloudy center surrounded by clear rim texture and multi-rimmed texture are the results of over-dolomitization. Medium-coarse crystallized dolomite with residual grain texture, interbedded with sand limestone, are controlled by high frequency sea level change. With a higher value of Fe, Mn and a lower value of Sr, Ba when compared with powder-fine crystallized dolomite, medium-coarse dolomite formed by the early reflux seepage dolomitization and intensified by the subsequent burial recrystallization.
The Lower-Middle Ordovician carbonate rocks are studied by core observation, thin section observation, geochemical analysis to restore the diagenetic evolution history of the Yubei area, Tarim Basin. Dissolution, dolomitization, silicification and cataclasis are studied and the diagenetic evolution history is divided into four stages. The grained texture dominated limestone in the relative geomorphic high location exposes to the ground and undergoes penecontemporaneous dissolution due to the fluctuation of the sea level. Caves and pores with structural selectivity parallel to the sedimentary bed are generated by the penecontemporaneous dissolution. The dolomitization developed mainly in early diagenetic stage enhances the resistance of carbonates to compaction and pressure solution, which benefits the preservation of early pores and caves. The fractures formed during the Middle-Late Caledonian and Early Hercynian in this stage are mostly closed and filled due to complicated compaction and cementation. Hydrothermal activity in middle diagenetic stage damages the reservoir slightly by the presence of pyrite and dolomite with wavy extinction and saddle structure in the reservoir space. The late diagenetic stage is characterized by the silica and calcareous fluid activity, which fill the early space partially. The development degree of fractures formed during Late Hercynian and Himalayan epoch is weaker than early diagenetic stage. However, the fractures formed during late diagenetic stage keep open due to weak diagenetic transformation and become efficient migration channel and reservoir spaces in Yubei area.
A 50-cm core (hereafter referred to as “XFYC12-2”) was retrieved from western Foye Chi (Buddha Pond), a glacier-scour lake on southern slope of Taibai Mountain that is the main massif and peak of Qinling Mountain Range. Accelerator mass spectrometry (AMS) 14C dating and analyses of isotopic carbon and nitrogen of organic matter were performed on samples from XFYC12-2. Climatic and environmental changes occurring around this alpine during over the past ~1800 years were therefore reconstructed. Climatic and environmental conditions were still fairly cool and arid during 1811−1380 (or 1440) aBP. In 1380 (or 1440)−840 aBP, the climate and environment were warm and humid. This episode is probably corresponding to Medieval Warm Period (MWP). Climatic and environmental conditions deteriorated subsequently and were thus cold and dry over the period of 840?460 (or 520) aBP. This phase may correspond to Little Ice Age (LIA). Climatic and environmental conditions have turned to be warm and wet again during 460 (or 520)−100 aBP. The aforementioned process of climatic and environmental changes appears quite similar to what was reconstructed around another two lakes at the high altitudes of Taibai Mountain, what was generalized for eastern China and what was identified at another four study areas in eastern China.
In order to study the diurnal variations of aerosol hygroscopic properties in North China, a new humidified nephelometer system is designed with the advantage of high time resolution and high humidification efficiency. In this system, two water baths are used for the first time to control humidification process in turn, reducing the circulation cycle from two to three hours to about one hour. Besides the nephelometer lamp power is reduced from 75 W to 25 W, and a piece of heat mirror is set ahead of the lamp. After those modifications, the temperature rising inside the chamber decreases from 4.3 ºC to 2.3 ºC and humidification efficiency rises. The original RH sensor inside the chamber is inaccurate, so two Vaisala sensors are set at the inlet and outlet of the nephelometer to correct the RH inside the chamber. In the future, this humidified nephelometer system will be used in in situ measurement in North China to get the diurnal variation properties of aerosol light scattering enhancement factor.
The Qingcaoshan granitic pluton, located in the Zhapu-Duobuza magmatic arc in southern Qiangtang, consists of granite porphyry and quartz monzonitic porphyry. However, the age and genesis are not studied due to absence of geochemical and geochronological data. The weighted average 206Pb/238U age of 122±1 Ma (MSWD=3.9) for quartz monzonitic porphyry and 114.6±1.2 Ma (MSWD=1.1) for granite porphyry is present by LA-ICPMS and SHRIMP zircon U-Pb dating. The intrusion have minor muscovite and cordierite, no hornblende. The granitic pluton is characterized by enriched Al (A12O3: 14.81%-15.86%), depleted Ca (CaO: 1.10%-2.44%), and high content of alkali (K2O+Na2O: 6.86%-8.80%). Father more, it is also characterized by ASI of 1.1 (A/CNK: 1.06-1.20), corundum (1.20%-2.86%) and absence of diopside showed through CIPW calculation, which are indicative of peraluminous sub-alkaline S-type graniten. The intrusive rock is relatively enriched in large ion lithophile elements (Rb, Th, U, K, La, Ce) and depleted in high field strength elements (Ta, Nb, P, Ti, Y), and exhibits LREE-enriched ((La/Yb)N: 3.24-16.20) with right-inclined REE distribution patterns. A synthesis of all these characteristics indicates that the Qingcaoshan granitic pluton was probably derived from partial melting of greywacke components in the upper crust as a result of norward subduction of the Bangong Co-Nujiang oceanic crust towards the Qiangtang block.
Based on comprehensive analysis of field work, petrological and geochemical characteristics, this paper studies the characteristics and origin of giant patch dolomite of the Lower-Middle Ordovician HangGuletag Formation in Wuligezitag area, NE Tarim Basin, China. It can be seen in the field that the grayish yellow giant patch dolomite partially develops in the black thin-bedded micritic limestone, with an irregular boundary not controlled by sedimentation. The giant patches are several meters in size (the largest >10 m) which is larger than and quite different from the several-centimeter (decimeter) burrow-related dolomite or leopard fur dolomite. Microscopically, it consists of micro-finely and planare(s) dolomite crystals with a size near 100 μm. Besides, it is also characterized by its unique geochemical features: 1) δ13CPDB (−1.34‰-−0.62‰) accords with the range of Early Ordovician seawater while δ18OPDB (−8.01‰ -−4.79‰) is higher; 2) 87Sr/86Sr (0.711000-0.711535, AVG=0.710863) is much higher than that of limestone and contemporaneous seawater; 3) average high Fe and Mn content (2001.32 and 601.73 μg/g, respectively) and low Sr and Ba (33.14 and 8.27 μg/g, respectively) content versus that of limestone; 4) dolomite has slightly negative Eu anomaly and similar REE composition and distribution patterns compared with limestone; 5) low order degree value (AVG=0.6). This study reveals that the dolomitization was related to fault and occurred in low-temperature and shallow-burial environment in Early-Middle Ordovician. Dolomitizing fluid was generated from the concentrated formation fluid in lower-middle member of HangGuletag Formation and underlying Tursaktag Group. Most Mg2+ came from the stabilization of quasi-stable carbonate minerals, and the transformation of clay minerals of (calcareous) mud in the limestone strata not only provided a little Mg2+ but caused the rise of 87Sr/86Sr. Dolomitizing fluid was likely to be richened in Xingdi-related normal fault and fractures which also acted as the main fluid pathways, and it finally caused the partial dolomitization of nearby limestone strata.
Foye Chi is a small lake developing in a cirque in the alpine belt of southern slope of Taibai Mountain which is the peak of the Qinling Mountain Range. A 70 cm deep pit was excavated on the desiccated floor of this lake and sediments were sampled from the pit’s wall. AMS 14C dating was performed for three samples from this sediment profile. For all the 56 samples, analysis of total organic carbon content (TOC) and carbon-nitrogen ratio (C/N) and measurements of low-frequency magnetic susceptibility (χlf) and anhysteretic remanent magnetization (ARM) were undertaken. So were analyses of particle-size and pollen. ARM/χlf was further calculated as well. A chronological framework was developed based on the dating results. Variations in TOC, C/N, χlf, ARM, ARM/χlf, mean particle-size and percentage of Quercus pollen of this sequence were interpreted and climatic and environmental changes occurring around Foye Chi since 5520 aBP were so preliminarily inferred. The climate and environment were generally cold and arid during 5520-3800 aBP and the coldest and driest during 5100-4300 aBP. During 3800-2300 aBP, the climate and environment have turned to be warm and humid. The climate and environment were even wetter during 2300-1300 aBP and warmer during 1300-700 aBP which might be the warmest phase of the last ~5500 years. During 700-500 aBP, the climate and environment tended to be cool and arid again. These climate-environment changes happening during the middle and late Holocene in alpine belt of Taibai Mountain are generally similar to the changes at some sites in the region influenced by the East Asian monsoon in China since these sites are all under the influence of East Asian monsoon.
