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31.
海洋锋面强度变化对陆源物质输运和全球物质循环有重要作用。冬春季节,中国东部陆架区西太平洋边界流分支与沿岸流之间形成了海洋温度锋。为探究冬季风暴和陆架环流双重影响下温度锋面的多时间尺度变化及主控因素,本文以黄海为研究区,分别在年代际尺度和天气尺度,利用信号分解和可解释深度学习方法,研究了低纬度驱动的环流系统和高纬度驱动的冬季风暴对锋面变化的耦合作用。在年代际尺度,通过使用经验正交函数分解和集合经验模态分解的方法,将北黄海的温度变化与黄海暖流强度相联系。研究结果表明,黄海的海表温度经验正交函数(EOF)分解第一模态的空间分布有明显的黄海暖流—沿岸流体系特征;海表温度EOF第一模态时间序列与黄海暖流强度指标的相关性良好,且受低频率厄尔尼诺‒南方涛动信号调控。在天气尺度,对卷积神经网络−长短时记忆网络(CNN-LSTM)模型进行训练并使用可解释性指标进行分析,结果发现无风或弱风条件下,海洋锋面主要由压力梯度力和科里奥利力的地转平衡维持;但在冬季风暴条件下,受开尔文波传播和切变锋破碎的影响,流场的低频波动成为导致锋面强度变化的主因。本文研究结果表明,大数据及机器学习方法是在众多海洋参数间建立联系,并发现一些独特物理海洋过程的重要手段,具有广阔的应用前景。  相似文献   
32.
Landslide is a serious natural disaster next only to earthquake and flood, which will cause a great threat to people’s lives and property safety. The traditional research of landslide disaster based on experience-driven or statistical model and its assessment results are subjective , difficult to quantify, and no pertinence. As a new research method for landslide susceptibility assessment, machine learning can greatly improve the landslide susceptibility model’s accuracy by constructing statistical models. Taking Western Henan for example, the study selected 16 landslide influencing factors such as topography, geological environment, hydrological conditions, and human activities, and 11 landslide factors with the most significant influence on the landslide were selected by the recursive feature elimination (RFE) method. Five machine learning methods [Support Vector Machines (SVM), Logistic Regression (LR), Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Linear Discriminant Analysis (LDA)] were used to construct the spatial distribution model of landslide susceptibility. The models were evaluated by the receiver operating characteristic curve and statistical index. After analysis and comparison, the XGBoost model (AUC 0.8759) performed the best and was suitable for dealing with regression problems. The model had a high adaptability to landslide data. According to the landslide susceptibility map of the five models, the overall distribution can be observed. The extremely high and high susceptibility areas are distributed in the Funiu Mountain range in the southwest, the Xiaoshan Mountain range in the west, and the Yellow River Basin in the north. These areas have large terrain fluctuations, complicated geological structural environments and frequent human engineering activities. The extremely high and highly prone areas were 12043.3 km2 and 3087.45 km2, accounting for 47.61% and 12.20% of the total area of the study area, respectively. Our study reflects the distribution of landslide susceptibility in western Henan Province, which provides a scientific basis for regional disaster warning, prediction, and resource protection. The study has important practical significance for subsequent landslide disaster management.  相似文献   
33.
选取长江三角洲北翼兴化-通州地区(分属东台和南通第四纪地层小区)的5个实测钻孔,以岩石地层、年代地层和磁性地层为基础,应用层序地层学理论与方法,对研究区第四纪地层进行初步划分,共划分出下更新统(Qp1)、中更新统(Qp2)、上更新统(Qp3)和全新统(Qh)4个地层单元.讨论了区内第四纪以来岩相古地理演化特征及古河道变迁的过程.研究区内北部东台地层小区第四纪以来以陆相河湖沉积为主;南部南通地层小区第四纪早期以陆相河湖沉积为主,中晚期为海陆交互沉积.第四纪以来古河道在海安以南区域摆动,至晚更新世晚期南移接近现长江位置.  相似文献   
34.
Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) plays important roles in various cellular processes. A cytosolic GAPDH encoding gene (gpd) of Gracilaria/Gracilariopsis lemaneiformis was cloned and characterized. Deduced amino acid sequence of the enzyme of G. lemaneiformis had high homology with those of seven red algae. The 5'-untranslated regions of the GAPDHs encoding genes of these red algae varied greatly. GAPDHs of these red algae shared the highly conserved glyceraldehyde 3-phosphate dehydrogenase active site ASCTTNCL. However, such active site of Cyanidium caldarium was different from those of the other six algae at the last two residues (CL to LF), thus the spatial structure of its GAPDH active center may be different from those of the other six. Phylogenetic analysis indicated that GAPDH of G. lemaneiformis might have undergone an evolution similar to those of Porphyra yezoensis, Chondrus crispus, and Gracilaria verrucosa. C. caldarium had a closer evolutionary relationship with Cyanidioschyzon merolae than with Cyanidium sp. Virtual Northern blot analysis revealed that gpd of G. lemaneiformis expressed constitutively, which suggested that it might be house-keeping and could be adapted as an inner control in gene expression analysis of G. lemaneiformis.  相似文献   
35.
In this work,we have searched for quasi-periodic oscillations(QPOs)in the 15 GHz light curve of the FSRQ PKS J0805-0111 monitored by the Owens Valley Radio Observatory(OVRO)40 m telescope during the period from 2008 January 9 to 2019 May 9,using the weighted wavelet Z-transform(WWZ)and the Lomb-Scargle Periodogram(LSP)techniques.This is the first time to search for a periodic radio signal in the FSRQ PKS J0805-0111 by these two methods.Both methods consistently reveal a repeating signal with a periodicity of 3.38±0.8 yr(>99.7%confidence level).In order to determine the significance of the periods,the false alarm probability method was applied,and a large number of Monte Carlo simulations were performed.As possible explanations,we discuss a number of scenarios including the thermal instability of thin disks scenario,the spiral jet scenario and the binary supermassive black hole scenario.We expect that the binary black hole scenario,where the QPO is caused by the precession of binary black holes,is the most likely explanation.FSRQ PKS J0805-0111 thus could be a good binary black hole candidate.In the binary black hole scenario,the distance between the primary black hole and the secondary black hole is about 1.71×1016 cm.  相似文献   
36.
白利雅盆地位于青藏高原东部,鲜水河断裂带北西段炉霍活断层与达曲活断层的斜接部位。通过野外实际考查,结合Google Earth地图发现白利雅盆地发育一系列的构造地貌:断层三角面、坡中槽、断错阶地、废弃河道、裂陷湖和阶地面变形。盆地发育的4级阶地是构造成因。废弃河道是新的断裂活动形成的新冲沟、新河道——达曲,其快速下切,废弃老河道,形成狭长的‘U’型沟谷。鲜水河断裂的北西段炉霍活断层切过T3河流阶地,说明其(白利雅以北)是在大约14.92kaB.P.以后形成的,可能预示着构造应力场的变化和白利雅盆地形成。对盆地4级阶地(T1,T2,T3和T4)的河流沉积物光释光(OSL)测年结果分别是 1.06±0.06kaB.P.,1.83±0.06kaB.P.,14.92±0.76kaB.P.和 42.48±2.35kaB.P.,代表了相应阶地的沉积年龄。这些结果与阶地前缘陡坎断错的距离计算显示,从42.48kaB.P.和14.92kaB.P.以来,断层走向平均移动速率分别为3.73mm/a和0.85mm/a,显示从中更新世晚期以来,鲜水河断裂带炉霍活断层水平滑移有减慢的趋势。在42.48~14.92kaB.P.,14.92~1.83kaB.P.和1.83~1.06kaB.P.,相邻阶地垂向隆升或河流下切的速率分别为0.14mm/a(T4~T3),4.66mm/a(T3~T2)和5.19mm/a(T2~T1),显示从中更新世晚期以来,阶地垂直隆升或河流下切有加快的趋势。  相似文献   
37.
为探究贵州省地震灾害风险薄弱环节,减轻地震灾害风险,以贵州省罗甸县为示范,采用地震危险性概率分析方法对各乡镇进行危险性分析,开展地震灾害承灾体现场抽样调查,通过层次分析法和问卷调查的方式,首次构建乡镇级别的地震灾害风险和减灾能力指标体系,评估各乡镇地震灾害综合指数和程度,计算各乡镇地震灾害风险指数,确定红水河镇为高风险区、罗悃镇为中风险区、木引等7个乡镇为低风险区,并从建筑物设防、地震地质灾害及水库地震等角度剖析罗甸县地震灾害特点,从农村危房改造、移民搬迁、地质灾害防护及交通等方面提出减小地震灾害风险的建议。  相似文献   
38.
在花—张断裂带两侧分布着众多铅锌矿床,这些矿床赋存于寒武系下统的海相礁灰岩中,受岩性和断裂控矿明显,以层状、似层状为主,成矿流体为高盐度热卤水的沉积岩型铅锌矿床,有着特殊的成矿背景及成矿条件,与MVT相似、但有不同特征的铅锌矿床,称之为"礁灰岩型"铅锌矿床。通过阐述近年发现的"礁灰岩型"铅锌矿床的成矿特征,圈定该类矿床的找矿潜力地段,以期为找到更多的礁灰岩型铅锌矿床提供参考。  相似文献   
39.
In order to explain the formation process of slope hazards, and to identify the key factors leading to instability of a slope, Emeishan basalt saprolite in vadose zones of the Touzhai landslide in Zhaotong, Yunnan, was studied. The formation and evolution of Emeishan basalt saprolite was examined using, amongst other techniques, field investigations, thin section analysis, scanning electron microscopy (SEM) observations, chemical analysis, physical and water-physical property tests of rock masses. Field observations revealed that the majority of the weathered rock blocks were presented as a concentric layer structure in which an internal corestone was enveloped with several layers of external saprolized crust. Chemical and mineralogical analysis identified that iron was the most sensitive element and that the weathering progress usually started with the oxidation of Fe2+ to Fe3+ in rock blocks. Alkaline elements such as Si, Ca, Mg, Na and K were also dissolved and Fe and Al were concentrated in saprolized crusts. Results indicated that loss on ignition (LOI) also increased significantly. SEM results showed that the weathering intensity of the basalt blocks decreased gradually from the outside to the inside, and the mineral morphology significantly differed on both sides of the weathering front. The saprolized crusts presented cellular microstructure features due to the generation of micropore and clay minerals. Thin section analysis showed that plagioclase was relatively more stable than pyroxene and chlorite during weathering. With a centripetal propagation of the weathering front, saprolized crusts became thicker and corestones became smaller; fresh Emeishan basalt blocks gradually turned into saprolized blocks. Due to the loose structure and low strength of saprolite, the quality of the Emeishan basalt mass significantly deteriorated, this being a potentially important factor which caused the Touzhai landslide to occur.  相似文献   
40.
Monthly changes in sedimentation and sediment properties were studied for three different culture treatments: sea cucumber monoculture (Mc), sea cucumber and scallop polyculture (Ps-c) and scallop monoculture (Ms). Results indicated that the survival rate of sea cucumber was significantly higher in Ps-c cultures than in Mc cultures. Sea cucumber yield was 69.6% higher in Ps-c culture than in Mc culture. No significant differences in body weight and scallop shell length were found between Ps-c and Ms cultures. The mean sedimentation rate of total particulate matter (TPM) was 72.2 g/(m2 d) in Ps-c cultures, with a maximum of 119.7 g/(m2 d), which was markedly higher than that of Mc (mean value). Sedimentation rates of organic matter (OM), total organic carbon (TOC), total nitrogen (TN) and total phosphorus (TP) in Ps-c cultures were also significantly higher than those in Mc cultures. TOC and TN contents of sediment increased rapidly in the first 5 months in Ms cultures and remained at a high level. TOC and TN contents in Mc and Ps-c cultures decreased during sea cucumber feeding seasons and increased during sea cucumber dormancy periods (summer and winter). The study demonstrates that co-culture of sea cucumber and scallop in earthen ponds is an alternative way to alleviate nutrient loads and improve water quality in coastal aquaculture systems. Moreover, it provides the additional benefit of an increased sea cucumber yield.  相似文献   
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