一种COVID-19病例个体时空轨迹交互式提取与质量评估方法     

张国永  龚建华  孙麇  周洁萍  李文航  张利辉  汪东川  李文宁  胡卫东  樊鸿奎 《武汉大学学报(信息科学版)》2021,(2)

针对当前新型冠状病毒肺炎(coronavirus disease 2019,COVID-19)病例个体时空轨迹描述文本高度非结构化的特点,提出了一种基于自然语言处理(natural language processing,NLP)辅助的交互式轨迹提取方法,用于提高轨迹提取的效率和质量。设计了交互式轨迹提取和质量评估流程,研究并实现了地址分割与组合算法、轨迹质量评估算法等关键技术。以黑龙江本土COVID-19聚集病例为例,通过轨迹提取效率和质量对比实验,验证了该方法的有效性和实用性。实验结果表明,与无NLP辅助的提取方法相比,该方法的轨迹提取效率得到了显著提升;同时,依据轨迹定量可信度评价结果,人机交互式的提取方法还可有效解决算法轨迹自动提取中存在的轨迹点遗漏、位置错误等问题。  相似文献   

遥感影像分析在新增建设用地督察中的应用     

方芳  向浩  张亮 《地理空间信息》2021,19(1):53-54

以卫星影像大数据和时空数据挖掘技术为基础,采用深度学习框架支撑,构建了面向新增建设用地遥感监测应用需求的深度学习训练平台,可智能发现自然资源督察线索,全面提高自然资源督察问题的发现能力。该技术可广泛服务于大范围、高频次的督察工作,为督察工作提供更及时客观全面的信息基础和保障。  相似文献   

无人机三维倾斜摄影测量助力自然资源调查——以不动产调查为例     

陈智民 《测绘与空间地理信息》2021,44(1):119-121

随着第一次地理国情普查与监测、第三次全国土地调查等重大自然资源调查类项目的实施,以无人机作为搭载平台的遥感影像获取手段在不断发展并深入应用,特别是无人机航测技术和地理信息技术的结合应用越来越紧密。本文以不动产调查为例,重点论述结合无人机三维倾斜摄影测量技术在内的测绘地理信息新手段的作业原理及应用情况,并对其优缺点进行总结评价,为该技术进一步发展提供技术积淀。  相似文献   

基于傅里叶变换质谱的烃源岩成熟度评价方法及地质意义     

韩双彪  谢林丰  唐致远  李剑  王成善  Brian HORSFIELD 《地质学报》2023,97(5):1717-1721

<正>伴随非常规油气资源的勘探开发,油气资源开采的广度和深度进一步扩大,一定程度上缓解了我国油气供需矛盾、保障了我国能源安全,同时有力推动了能源结构战略转型。但同时也对能源地质研究工作提出了新的挑战。有机质成熟度是油气评价的重要参数之一,不同成熟阶段的有机质会对应产出不同成因、不同性质、不同质量的油气,如何准确评价沉积有机质成熟度是当前油气资源勘探开发工作的关键问题之一。前人在科研实践工作中从光学、化学、谱学等角度提出了适用条件各异的成熟度评价方法,在部分地质环境中获得了良好的应用效果,但已有的成熟度指标多受测定方法原理的制约导致其适用性不同程度受限(肖贤明等,2020),制约了油气资源的高质量勘探开发。  相似文献   

松嫩平原不同土地利用类型的黑土有机碳分解及其温度敏感性研究   总被引：1，自引：1，他引：0  

廖艳  杨忠芳  夏学齐  高磊  冯海艳  赵秀芳 《现代地质》2011,25(3):553-561

对松嫩平原旱地、水田和草地3种不同土地利用类型的黑土进行了为期90天的实验室培养.研究发现,土壤呼吸强度表现为在初期达到一个最大值后不断下降,随后趋于稳定.4个不同温度条件下(5℃、15℃、25℃和35℃),各类型土壤的呼吸强度均随温度的升高而同步增强.在相同温度条件下,土壤呼吸强度强弱顺序为:水田黑土＞草地黑土＞旱地...  相似文献   

Helium and argon isotope geochemistry of natural gases in China’s petroliferous basins     

Wenhui Liu  Yongchang Xu  Mingxin Tao  Xiaobao Zhang 《中国地球化学学报》2011,30(1):19-32

The age-accumulation effect of 40Ar in hydrocarbon source rocks was discussed in accordance with the decay law of radioactive elements. In terms of the mean values of 40Ar/36Ar, the old Sinian gas reservoirs (mean values of 40Ar/36Ar: 7009) were definitely distinguished from the Permian gas reservoirs (mean values of 40Ar/36Ar: 1017) in Weiyuan, Sichuan Province, and the gas source of the Permian gas reservoir (mean values of 40Ar/36Ar: 5222) in well Wei-7 with the Weiyuan structure is defined as the Sinian system. Based on the values of 40Ar/36Ar, the coal-type gases (The source rocks are of the C-P system; mean values of 40Ar/36Ar: 1125) are definitely distinguished from the oil-type gases (The source rocks are of the Tertiary system; mean values of 40Ar/36Ar: 590) in the Tertiary reservoirs of the Zhongyuan Oilfield. Besides, 40Ar/36Ar values also have a positive effect on the oil-source correlation of oil reservoirs in ancient hidden mountains. According to the crust-mantle interchange information reflected by 3He/4He values, petroliferous provinces in China can be divided into three major tectonic regions. (1) The eastern active region: The crust-mantle volatile matter exchanges actively, and the 3He/4He values are mainly around 10-6, partly around 10-7. (2) The central stable region: The 3He/4He values are all around 10-8. (3) The western sub-stable region: The 3He/4He values are mainly around 10-8, and around 10-7 on the edges of the basins. Helium contents of some gas wells in China’s eastern petroliferous region reach the industrial abundance (He≈0.05%–0.1%), the 3He/4He values reach 10-6, and the equivalent values for the mantle-source components in helium gas can reach 30%–50%. As viewed from this, a new type of crust-mantle composite helium resources has been proposed. Geneses of some CO2 gas reservoirs in the east of China and some issues concerning mantle-source methane were discussed in the light of the helium and carbon isotopes of CO2 and CH4 in natural gases. In the discussion on helium isotopic characteristics of inclusions in the reservoirs, it was discovered that the 3He/4He values are close to those in natural gases. That is to say, this phenomenon is related to regional tectonism. The 3He/4He, CO2/3He and CH4/3He data were used to discuss the tectonic activities of fault zones in a certain number of regions in China.  相似文献   

Variability of Nonionellina labradorica Dawson in Surface Sediments from Kongsfjorden, West Spitsbergen     

Suhas SHETYE  Rahul MOHAN  Sunil Kumar SHUKLA  Sudhakar MARUTHADU  Rasik RAVINDRA 《《地质学报》英文版》2011,85(3):549-558

Kongsfjorden is a fjord in Spitsbergen (Svalbard archipelago) that lies adjacent to both Arctic and Atlantic water masses and is therefore a suitable site to understand the effects of climate change on ecosystems. To decipher the effect of the lateral advection of transformed Atlantic water (TAW) within the fjord, spatial variations of foraminiferal tests, their test size variations and stable isotopic composition (δ13C and δ18O) in the surface sediments were studied. Total organic carbon and textural analyses were also carried out. The dominant benthic foraminifera included Nonionellina labradorica, Elphidium excavatum, Cassidulina reniforme, Quinqueloculina stalkeri and Islandiella islandica. Nonionellina labradorica was the predominant species in the outer fjord, whereas Elphidium excavatum and Cassidulina reniforme were dominant in the inner fjord. Total organic carbon and the test size of Nonionellina labradorica within the fjord were highly correlated (r2?=?0.97) and both showed a decreasing trend towards the inner fjord. Based on the distribution and abundance of Nonionellina labradorica as well as temperature profiles, we suggest that there was little or no major change in the lateral advection of TAW within the fjord in the immediate past.  相似文献   

Water Role and Its Influence on Hydrogen Isotopic Composition of Natural Gas during Gas Generation     

LI Jijun  LU Shuangfang  WU Wei  XUE Haitao  XU Qingxi  GENG Jie  YU Yinghua 《《地质学报》英文版》2011,85(5):1203-1210

In order to discuss the role and influence of water during the generation of natural gas, the participation mechanism of water during the evolution of organic matter and its influences were summarized. In addition, we carried out an anhydrous cracking experiment of oil extracted from the Feixianguan Formation source rock in a closed system, which led to the establishment of the kinetic models for describing carbon and hydrogen isotopic fractionation during gas generation from organic matter. The models were calibrated and then applied to the northeastern Sichuan Basin. By combining a series of gas generation experiments from octadecane pyrolysis without water or with distilled water in varying mass proportions, several results were proved: (1) the hydrogen isotopic composition of natural gas becomes lighter with the participation of formation water; (2) we can quantitatively study the hydrogen isotopic fractionation with the kinetic model for describing carbon isotopic fractionation; (3) more abundant and reliable geological information can be obtained through the combined application of carbon and hydrogen isotopic indices.  相似文献   

Human Health Risk Assessment Model of Organic Pollution in Groundwater: Shijiazhuang Industrial Zone     

YANG Mei  FEI Yuhong  JU Yiwen  and LI Huaqi 《《地质学报》英文版》2011,85(6):1508-1517

In this study, a risk-based management model is developed and applied to an industrial zone. The models proposed by the United States Environmental Protection Agency and Han Bing have been improved by adding a residual ratio of volatile organic compounds (VOC) after boiling and deleting the related parameters in half-life. Using this improved model, an integrated process was used to assess human health risk level in the study area. Compared with water quality analysis, the results highlight the importance of applying an integrated approach for decision making on risk levels and water protection. The results of this study demonstrated that: (1) Compared with these permissible level standards in China (GB 3838-2002) and National Primary Drinking Water Regulations of the United States, the residents’ daily life had not been affected by the groundwater in this area (except for relative bad water quality of HB3-4 and HB3-6); (2) The typical detected organic contaminants of all groundwater samples were chloroform, carbon tetrachloride, trichloroethylene and tetrachloroethene, and the pollution sources were mainly industrial sources by preliminary investigations; (3) As for groundwater, the non-carcinogenic risk values of all samples do not exceed the permissible level of 1.0 and the carcinogenic risk values are relatively lower than the permissible level of 1.00E-06 to 1.00E-04; (4) Drinking water pathway of trichloroethylene and tetrachloroethylene mainly contribute to increasing the health risk of residents’ in study areas; (5) In terms of non-carcinogenic risk and carcinogenic risk, the health risk order for drinking water pathway and dermal contact pathway was: drinking water pathway > dermal contact pathway.  相似文献   

方差技术在生物礁识别中的应用     

屈大鹏  肖秋红  曾臻  彭俊 《物探化探计算技术》2011,33(2):129-133

在海相碳酸盐岩勘探中,生物礁滩的识别对确定储层有利相带具有重要意义.方差技术是检测地下断层、地层不连续变化现象及异常地质体卓有成效的一种技术,这里首先介绍了它的基本原理,然后重点展示和分析该技术在YB生物礁识别,沉积相带刻画中的应用成果,证实其技术优势和良好的应用前景.  相似文献