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131.
Yizhao Gao Anand Padmanabhan Junjun Yin Guofeng Cao 《International journal of geographical information science》2018,32(3):425-449
Tracking spatial and temporal trends of events (e.g. disease outbreaks and natural disasters) is important for situation awareness and timely response. Social media, with increasing popularity, provide an effective way to collect event-related data from massive populations and thus a significant opportunity to dynamically monitor events as they emerge and evolve. While existing research has demonstrated the value of social media as sensors in event detection, estimating potential time spans and influenced areas of an event from social media remains challenging. Challenges include the unstable volumes of available data, the spatial heterogeneity of event activities and social media data, and the data sparsity. This paper describes a systematic approach to detecting potential spatiotemporal patterns of events by resolving these challenges through several interrelated strategies: using kernel density estimation for smoothed social media intensity surfaces; utilizing event-unrelated social media posts to help map relative event prevalence; and normalizing event indicators based on historical fluctuation. This approach generates event indicator maps and significance maps explaining spatiotemporal variations of event prevalence to identify space-time regions with potentially abnormal event activities. The approach has been applied to detect influenza activity patterns in the conterminous US using Twitter data. A set of experiments demonstrated that our approach produces high-resolution influenza activity maps that could be explained by available ground truth data. 相似文献
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133.
Nie Fengjun East China Geological Institute Linchuan Institute of Geology China Seismological Bureau Beijing Li Sitian Wang Hua Xie Xinong Faculty of Earth Resources China University of Geosciences Wuhan Wu Keqiang Chin 《中国地质大学学报(英文版)》2001,12(2)
INTRODUCTIONDow (1994)stated ,“Ifweknewwheretheoilscamefromandhowtheymigrated ,wecouldbetterpredictwheretheywouldbefoundinthefuture .”Thisstatementhighlightstwoimportantaspects,thesourceofoilsandthemigrationofoils.Secondarymigrationisthemovementofpetroleumb… 相似文献
134.
赣皖边境地区青白口纪地层划分与对比 总被引:2,自引:0,他引:2
1:5万区调填图中系统调研了江西省内都昌县马涧桥、波阳县燕窝一带新发现的青白口纪地层岩石组合与层序、岩相特征,获得部分微古植物化石及847±38Ma的同位素测年数据,重新厘定并新建马涧桥组,据其特征认为可与毗邻的皖南青白口纪地层对比。四堡运动后,本区与皖南都曾经历过裂陷时期,具有相同的构造背景。 相似文献
135.
宣龙地区中元古代铁岩建造成因探讨 总被引:1,自引:0,他引:1
聂逢君 《华东地质学院学报》1997,20(1):11-17
“宣龙岩”铁岩建造是中元古代早期形成的肾状,鲕状铁岩建造,它属于地球上较早的铁岩建造。铁的物质来源是大陆风化壳上的铁质,以氢氧化铁胶体形式搬运至内陆海中,肾状铁岩在生物和胶体化学共同作用下形成于滩后低能带;鲕状铁岩在物理搅动和胶体化学联合作用下形成于高能浅滩。 相似文献
136.
A 9-week feeding trial was conducted to investigate the effects of dietary carbohydrate to lipid ratio(CHO:LIP) on the growth performance and feed utilization of juvenile turbot Scophthalmus maximus(initial body weight 8.75 g ± 0.04 g). Four isonitrogenous and isoenergetic low protein level(39%) diets were formulated with increasing ratios of dietary carbohydrate to lipid(2:18, 6:18, 18:12 and 28:6). A high protein level(50%) diet with the 2:12 ratio of carbohydrate to lipid was used as the control. Results showed that the survival rate, contents of moisture, crude protein and ash in muscle were not significantly affected by dietary treatments. With the dietary CHO:LIP ratio increased from 2:18 to 18:12, weight gain rate significantly increased(P < 0.05). Higher dietary CHO:LIP ratio(28:6) resulted in the significantly decreased weight gain rate(P < 0.05). Meanwhile, this treatment also resulted in the highest daily feed intake and liver glycogen content, as well as the lowest feed efficiency(P < 0.05). Muscle glycogen content in fish fed the diet with 2:12 or 2:18 CHO:LIP ratio was significantly lower than those fed with the other three diets(P < 0.05). The present results confirmed that the juvenile turbot can utilize carbohydrate. Furthermore, the appropriate ratio of dietary carbohydrate to lipid was important to the growth and feed utilization of turbot. The proper CHO:LIP ratio based on the growth performance in the present study was determined to be 18:12 when the dietary protein level was 39%. 相似文献
137.
2014年2月19—27日,北京出现了重度污染及以上水平的霾天气,严重危害着人们的身体健康。以北京该段持续污染过程为研究对象,基于同期气象数据与PM2.5 观测数据,利用SPSS统计软件分析了PM2.5浓度与气象因子间的相关性,探究区域周边城市PM2.5 污染变化特征及其与地面天气形势之间的关系。研究结果表明,在一定的气象条件下,PM2.5 浓度与风速、相对湿度分别呈显著的负相关、正相关,与气压呈负相关,与气温无显著相关关系。同时,比较该时段北京市与周边区域7个城市的PM2.5 浓度变化趋势及后向轨迹分析,发现北京市与周边城市在相似的气象背景条件下,污染过程具有区域性特征。华北地区处于地面高压均压场控制时,地面风速小,逆温层明显,大气层结稳定,区域扩散条件差,弱偏南气流主导时间长,受局地源积累和区域输送的影响,污染物浓度累积上升,可形成持续霾天气。 相似文献
138.
139.
Multiresolution segmentation (MRS) algorithm has been widely used to handle very-high-resolution (VHR) remote sensing images in the past decades. Unfortunately, segmentation quality is limited by the dependency of parameter selection on users’ experience and diverse images. Contrarily, the segmentation by weighted aggregation (SWA) can partly overcome the above limitations and produce an optimal segmentation for maximizing the homogeneity within segments and the heterogeneity across segments. However, SWA is solely tested and justified with digital photos in computer vision field instead of VHR images. This study aims at evaluating SWA performance on VHR imagery. First, multiscale spectral, shape, and texture features are defined to measure homogeneity of image objects for segmentation. Second, SWA is implemented to handle QuickBird, unmanned aerial vehicle (UAV), and GF-1 VHR images and further compared with MRS in eCognition software to demonstrate the applicability of SWA to diverse images in building, vegetation and water, forest stands, farmland, and mountain areas. Third, the results are fully evaluated with quantitative measurements on segmented objects and classification-based accuracy assessment on geographic information system vector data. The results indicate that SWA can produce higher quality segmentations, need fewer parameters and manual interventions, create fewer segmentation levels, incorporate more features, and obtain larger classification accuracy than MRS. 相似文献
140.