基于微博数据和情感分析法的台风“米克拉”灾情过程探测     

陈齐超  林广发  梁春阳  黄潇  张明锋  陈鑫  周星辰 《亚热带资源与环境学报》2021,(1):70-76

以2020年第6号台风“米克拉”为例,采集了5916条新浪微博作为数据源,综合应用隐含狄利克雷分布(Latent Dirichlet Allocation,LDA)主题模型、文本情感分析方法和空间分析技术,挖掘、分析台风的灾情时空过程。基于LDA主题模型建立了主题-词矩阵并进行隐含主题聚类,这些微博文本被分为灾损类信息、预警类信息、防御类信息和无关信息;从主题信息和文本情感值两个角度入手,对此次台风事件网络舆情的演化过程进行分析。结果表明:“米克拉”登陆前有大量积极情感的微博,主要包含渴望降雨、降温等信息,此类微博大量分布在漳州、厦门、福州等地区;在台风入境后消极情感的微博大量增多,主要描述道路、树木等受大风和大雨影响的灾损类信息,此类信息的空间位置主要分布在漳州和厦门,能较好地反映台风灾害影响的时空分布。通过对微博主题类别和情感极性进行时空分析,实现台风灾害事件发展趋势的监测,为防灾减灾提供参考依据。  相似文献   

山东省城镇化包容性发展的时空格局   总被引：3，自引：1，他引：2  

于伟  吕晓  宋金平 《地理研究》2018,37(2):319-332

在中国城镇化发展的战略转型期,将“包容性”理念融入新型城镇化道路的建设中,从发展机会平等、发展内容全面、发展成果共享三个维度解析了城镇化包容性发展的内涵,并构建测评指标体系,以山东省为案例进行了实证研究。结果表明：① 2005-2014年,山东省城镇化包容性发展评价值均小于0.5,处于以排斥性特征为主的过渡时期,不同维度的评价值呈现发展机会平等<发展内容全面<发展成果共享的态势;② 只有青岛市进入了包容性特征为主的过渡时期,济南等10地市处于排斥性特征为主的过渡时期,菏泽等6地市处于排斥性发展阶段;③ 各地市综合评价值与发展机会变量的正相关性最显著,说明发展机会不均等是较多地市城镇化包容性发展综合评价值偏低的主要原因。发展机会、发展内容与发展成果的相关性较弱,说明山东省较多地区的城镇化建设投入和成果还未能有效的惠及城乡。理论上,实现了从起点、过程、结果等内在联系紧密的三个维度刻画城镇化的发展水平,完善了城镇化的质量内涵。实践上,可以从不同层面检视城镇化包容性发展的障碍因素,为城镇化的质量提升提供指引。  相似文献   

1957-2014年库布齐沙漠地面风场特征   总被引：1，自引：1，他引：0  

肖南  董治宝  南维鸽  崔徐甲  李超  肖巍强  李露露 《中国沙漠》2018,38(3):628-636

风对沙漠化过程具有重要影响,起沙风是塑造沙漠地貌格局的主要动力。根据1957-2014年库布齐沙漠周边4个基准气象站的地面风资料,从风速、风向和输沙势等方面分析库布齐沙漠的地面风场特征。结果显示：（1）库布齐沙漠的起沙风频率与平均风速有很高的相关性;（2）年平均风速为2.7 m·s^-1,全年盛行风向为WNW-NW,为中等变率锐双峰风况,合成输沙风向约为310°。4月风速最大,为中等变率环境;8月风速较小,为高变率环境;1月风速最小,为低变率环境。3-6月风速最大,风向集中度一般;11月至翌年2月风速较大,风向集中度高;7-10月风速最小,风向集中度差;（3）20世纪80年代中后期和2007年前后风速、起沙风频率和输沙势发生了较大变化,尤其是2007年前后由减小向增大发展;（4）大气环流和地表粗糙度的改变是库布齐沙漠地面风场变化的重要原因。  相似文献   

霸王(Sarcozygium xanthoxylon)灌木年轮记录的1902—2015年阿拉善荒漠中部气候干湿变化     

丁爱军  肖生春  彭小梅  田全彦 《中国沙漠》2018,(2):401-409

基于阿拉善荒漠中部的4个霸王(Sarcozygium xanthoxylon)样点建立的区域轮宽年表,探讨了霸王径向生长对气候变化的响应及阿拉善荒漠中部区域1902—2015年的干湿变化。结果表明:霸王的径向生长主要受到生长季及前期降水(当年4—7月和前一年10—12月降水)影响。年代际尺度上,区域年表共记录了1920s初—1930s初、1940s初以及1970s末—1980s末3个干旱时段和1900s末—1920s初、1930s、1960s中—1970s中以及1980s末—至今4个湿润时段。区域气候干湿变化以2~8、11、16~32a周期最为明显,在1970s末发生了周期性震荡。本研究所揭示的区域百余年来气候干湿变化波动状况,可为区域环境演变和荒漠化防治提供气候背景代用资料和决策依据。  相似文献   

基于生态足迹的中国四大沙地地区可持续评价   总被引：1，自引：0，他引：1       下载免费PDF全文

于娜  赵媛媛  丁国栋  崔晓  彭玏 《干旱区地理》2018,41(6):1310-1320

基于社会经济统计数据,采用生产性生态足迹模型,评估并对比了我国四大沙地地区2000年和2015年的生产性生态足迹和生态赤字/盈余状态,以揭示区域的可持续性。结果表明：2000-2015年,四大沙地地区人均生态足迹总体呈现增加趋势,毛乌素沙地地区人均生态足迹年均增长率最高,达20.85%,增长量为79.21 hm²·人^-1;人均生态足迹主要以化石能源足迹和草地足迹为主;2000-2015年四大沙地地区生态赤字程度在不断增强,毛乌素沙地地区人均生态赤字变化量最大,达79.51 hm²·人^-1,造成赤字程度加大的主要原因是地区化石能源的大量生产。随着人们生活水平的提高,人们对资源的需求量也在不断增加,当前四大沙地地区社会经济的发展在一定程度上仍以自然资源大量生产和消耗为代价,经济发展和环境保护之间的平衡仍存在挑战,需要根据各地区的具体情况制定有针对性的管理措施,以维持区域的可持续发展。  相似文献   

塔克拉玛干沙漠腹地塔中地区大气气溶胶散射系数影响因子   总被引：3，自引：3，他引：0  

彭艳梅  王舒  肖高翔  高磊  何清  刘新春 《中国沙漠》2018,38(2):384-392

利用2010年塔克拉玛干沙漠腹地塔克拉玛干沙漠大气环境观测试验站单波段(525nm)积分浊度计和PM10自动监测仪、能见度仪器观测资料,结合塔中地面气象观测资料,分析影响塔中气溶胶散射系数的各因子。结果表明:(1)散射系数和PM10质量浓度具有明显的正相关关系,相关程度秋季最大,达0.96;夏季次之,为0.94;冬季最小,为0.91。(2)质量散射系数3月最小,10月最大;四季中,春季最小,为0.60m2·g-1,秋季最大,为1.38m2·g-1。塔中站气溶胶质量散射系数小于河北张北站、甘肃民勤站、兰州西固区,大于内蒙古锡林浩特站、希腊克里特岛、以色列内盖夫沙漠。(3)能见度与散射系数呈显著负幂相关关系,相关系数为0.80,其中夏、秋、冬季的相关系数都超过了年相关系数,分别是0.913、0.908、和0.857,春季最低为0.723。(4)风速较大时,散射系数的值也比较大,两者呈现正相关关系,相关系数为0.45。散射系数小于500 Mm-1时,主要分布于ENE和NE;大于500Mm^-1以上则主要是在ENE、NE、E风向。在ESE风向时,散射系数的平均值最大,其次是SSE方向上,最小值是S风向。  相似文献   

Regional differentiation of ecological conservation and its zonal suitability at the county level in China   总被引：1，自引：0，他引：1  

Lin Huang  Yuhan Zheng  Tong Xiao 《地理学报(英文版)》2018,28(1):46-58

China’s investments, financial incentives and deductions in terms of ecological conservation are based at the county level. Therefore, the monitoring and assessment of the effects of ecological conservation at the county level is important to provide a scientific basis for the assessment of the ecological and environmental quality at the county scale. This paper quantitatively estimated the dynamics of high-quality ecosystems and vegetation coverage over the past 15 years, and their relationships with the number of ecological conservation programs at the county level were analyzed. Then, the effects of ecological conservation measures on ecological changes at the county level and their regional suitability were assessed and discussed. The results showed that counties with a percentage of high-quality ecosystems greater than 50% were primarily distributed in northeastern China, southern subtropical China and the southeastern Qinghai-Tibet Plateau, and those with a percentage lower than 20% were mostly distributed in northwestern China, the southwestern karst region and the North China Plain. In recent decades, ecological conservation has focused on ecologically fragile regions; more than five ecological conservation programs have been implemented in most counties of the Three River Source Region in Qinghai Province, southeastern Tibet, western Sichuan, the Qilian Mountains, southern Xinjiang and other western regions, while only one or zero have been implemented in the eastern coastal area of China. Over the past 15 years, the proportional area of high-quality ecosystems has increased in approximately 53% of counties. The vegetation coverage of counties in the Loess Plateau, Huang-Huai-Hai Plain, Beijing-Tianjin-Hebei (Jing-Jin-Ji), Sichuan-Guizhou-Chongqing, and Guangdong-Guangxi provincial-level areas has increased significantly. However, it decreased in northern Xinjiang, central Tibet, central and eastern Inner Mongolia, the Yangtze River Delta and other regions. The relationships between the numbers of ecological conservation programs and the indicators of ecosystem restoration response, such as high-quality ecosystem and vegetation coverage, do not show positive correlations. These results suggest that ecological conservation programs should be planned and implemented according to the distribution patterns of high-quality ecosystems and that restoration measures such as afforestation should follow natural principles and regional differentiation under the background of climate change.  相似文献   

Analysis of the coupled relationship between grain yields and agricultural labor changes in China   总被引：3，自引：0，他引：3  

Dazhuan Ge  Hualou Long  Yingnan Zhang  Shuangshuang Tu 《地理学报(英文版)》2018,28(1):93-108

In this paper we establish a model that expresses the coupled relationship between grain yield and agricultural labor changes in China, and present a preliminary discussion of the coupled processes involved in changes in these factors at the county level. Thus, we develop two coefficients on the basis of county-level statistical data for grain yield and agricultural labor for the years 1991, 2000, and 2010, namely, the grain-labor elasticity coefficient (GLEC) and the agricultural labor-transfer effect coefficient (ALTEC). The results of this study show that during the transformation process of agricultural development in China, different kinds of coupled relationships between grain yield and agricultural labor changes co-existed at the same time. For example, between 1991 and 2010, counties characterized by three different coupled modes (i.e., increasing grain yield and decreasing agricultural labor, increasing grain yield and agricultural labor, and decreasing grain yield and agricultural labor) account for 48.85%, 29.11%, and 19.74% of the total across the study area, respectively. Interestingly, a coupled relationship between increasing grain yield and decreasing agricultural labor is mainly concentrated in the traditional farming areas of China, while a coupled relationship between increasing grain yield and agricultural labor is primarily concentrated in pastoral areas and agro-pastoral ecotones in underdeveloped western China. At the same time, a coupled relationship between decreasing grain yield and agricultural labor is concentrated in areas that have experienced a rapid development transition in agriculture, especially the developed southeastern coast of China. The results of this study also show that between 1991 and 2010, 1961 counties experienced a decline in the proportion of agricultural labor; of these, 1452 are also characterized by increasing grain yield, 72.38% of the total. This coupled relationship between grain yield and changes in the proportion of agricultural labor shows a stepped fluctuation and has continually strengthened over time. Data show that mean values for the GLEC and ALTEC increased from–0.25 and–2.93 between 1991 and 2000 to–0.16 and–1.78 between 2000 and 2010, respectively. These changes in GLEC and ALTEC illustrate that the influence of agricultural labor changes on increasing grain yields has gradually diminished. Finally, the results of this study reveal that the ‘Hu Huanyong Line’ is a significant boundary sub-dividing this coupled relationship between grain yield and changes in agricultural labor.  相似文献   

High-resolution mass spectrometric characterization of dissolved organic matter from warm and cold periods in the NEEM ice core     

JianZhong Xu  Amanda Grannas  CunDe Xiao  ZhiHeng Du  Amanda Willoughby  Patrick Hatcher  YanQing An 《寒旱区科学》2018,10(1):38-46

Dissolved organic matter(DOM) is an important component of ice cores but is currently poorly characterized. DOM from one Holocene sample(HS, aged at 1600–4500 B.P.) and one Last Glacial Maximum sample(LS, aged at 21000–25000 B.P.) from the North Greenland Eemian Ice Drilling(NEEM) ice core were analyzed by ultra-high resolution Fourier transform ion cyclotron resonance mass spectrometry(FT-ICR-MS). CHO compounds contributed 50% of the compounds identified in negative-ionization mode in these two samples, with significant contributions from organic N, S, and P compounds, likely suggesting that marine DOM was an important source in these samples. Overall, the chemical compositions are similar between these two samples, suggesting their consistent DOM sources. However, subtle differences in the DOM between these two samples are apparent and could indicate differences in source strength or chemistry occurring through both pre-and post-depositional processes. For example, higher relative amounts of condensed carbon compounds in the HS DOM(5%), compared to the LS DOM(2%), suggest potentially important contributions from terrestrial sources. Greater incorporation of P in the observed DOM in the LS DOM(22%), compared to the HS DOM(13%), indicate more active microbiological processes that likely contribute to phosphorus incorporation into the DOM pool. Although these two samples present only a preliminary analysis of DOM in glacial/interglacial periods, the data indicate a need to expand the analysis into a broader range of ice-core samples, geographical locations, and glacial/interglacial periods.  相似文献   

Multifractal process of runoff fluctuation of the Kaidu River in Xinjiang,China     

Shuang Qing Liu  Zu Han Liu  Wei Guo Wang  Yue Ping Lu  Xiao Liang Zhu  Bin Guo 《寒旱区科学》2018,10(3):232-239

Based on the hydrological data in the headwater region of the Kaidu River during 1972–2011, the multifractal process of runoff fluctuation was analyzed. Results indicated that, in the past 40 years, the overall runoff of the Kaidu River in Xinjiang has shown significant multifractal behavior. Its singular curve lnχ_q(ε)–ln(ε) verified a favorable scale invariance over the entire time scale. τ(q)–q proved that evolution of the runoff time series presented multifractal characteristics. Moreover,the multifractal spectrum f(α)–α curve was hooklike leftward which indicated that, compared to relatively large runoff events. And Δf0 indicated that these relatively small events took the leading role; B0 explained the Kaidu River's daily-runoff ascending tendency presented during 1972–2011. Besides that, the multifractal behavior of the Kaidu River's runoff variability over four decades was also analyzed. Generally speaking, by decades, their four corresponding spectrum variations were not noticeable. These Δα values showed larger runoff events occupied the leading position with some local values falling. During the 1970 s to the 1990 s, Δf0 illustrated the probability of the daily runoff at the lowest point is always larger than that of the highest during three continuous decades. At the beginning of the 21 st century, for Δf0 the trend presented was contrary from the 1970 s to the 1990 s. B values suggested an overall trend of increases during1972–2011. Until the 21 st century, the runoff with a slightly descending tendency on the whole explained these relatively large runoff events taking the leading role for the Kaidu River; but sometimes, some small events also played the dominant role.  相似文献