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51.
Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns 总被引：1，自引：0，他引：1
Wei Tu Jinzhou Cao Shih-Lung Shaw Meng Zhou Zhensheng Wang 《International journal of geographical information science》2017,31(12):2331-2358
Understanding urban functions and their relationships with human activities has great implications for smart and sustainable urban development. In this study, we present a novel approach to uncovering urban functions by aggregating human activities inferred from mobile phone positioning and social media data. First, the homes and workplaces (of travelers) are estimated from mobile phone positioning data to annotate the activities conducted at these locations. The remaining activities (such as shopping, schooling, transportation, recreation and entertainment) are labeled using a hidden Markov model with social knowledge learned from social media check-in data over a lengthy period. By aggregating identified human activities, hourly urban functions are inferred, and the diurnal dynamics of those functions are revealed. An empirical analysis was conducted for the case of Shenzhen, China. The results indicate that the proposed approach can capture citywide dynamics of both human activities and urban functions. It also suggests that although many urban areas have been officially labeled with a single land-use type, they may provide different functions over time depending on the types and range of human activities. The study demonstrates that combining different data on human activities could yield an improved understanding of urban functions, which would benefit short-term urban decision-making and long-term urban policy making. 相似文献
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青海湖西岸镭同位素的解吸和扩散特征 总被引：2，自引：2，他引：0
对青海湖布哈河河口悬浮颗粒物、底部沉积物和青海湖湖底沉积物中的镭(Ra)同位素进行不同盐度和pH值的解吸实验以及扩散实验,得到不同盐度湖水(2.8‰、5.8‰、8.8‰、11.8‰和14.8‰)对悬浮颗粒物中镭的解吸活度,和不同时间段沉积物中镭同位素的扩散速率,探讨盐度、pH值与颗粒物中镭同位素解吸的关系.结果表明,224Ra的解吸活度均高于~(226)Ra和~(228)Ra的解吸活度;在盐度为12‰附近时布哈河河口悬浮颗粒物中223Ra、~(226)Ra和~(228)Ra的解吸程度达到最大值,当盐度9‰时,~(226)Ra解吸活度大于~(228)Ra,当盐度9‰时,~(228)Ra的解吸活度大于~(226)Ra,这可能与当地岩石中富铀矿有关.河流沉积物~(226)Ra和~(228)Ra的扩散速率分别是0.039和0.290 dpm/(m~2·h);湖底沉积物~(226)Ra和~(228)Ra的扩散速率分别为0.018和0.092 dpm/(m~2·h),湖底沉积物扩散速率小于河流沉积物扩散速率. 相似文献
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靶窗的确定对海相页岩气储层增产改造具有重要意义。以川南长宁地区龙马溪组海相页岩气储层为研究对象,开展氩离子抛光扫描电镜、巴西圆盘实验和压裂施工统计,分析矿物颗粒粒径和断裂韧性、地应力对裂缝在水力压裂时能否快速穿透、稳定扩展、充分转向等方面的影响。针对现有方法未充分考虑储层压裂品质的情况,简化计算流程,分别采用声波、密度、伽马和矿物含量等建立脆延性指标,采用优化后的应力与应力差耦合模型建立应力差异指标,形成基于储层缝网可压性理论、根据测井解释曲线形态判别的靶窗预测方法。研究结果表明,脆延性指标和应力差异指标曲线呈现叠合度较高的Ⅰ类双"波谷"的层位最有利于开发,其次为Ⅱ类连续交错叠置的层位,最后为Ⅲ类不连续交错的层位。对长宁地区评价井、建产井的验证与实践表明,靶窗对应的指标多呈现双"波谷"形态,但靶窗对应的层位具有差异,区内自西向东靶窗呈现1小层—2小层—1小层的演化趋势。实现不同井区差异化靶窗的高钻遇率对单井获得较大储层改造规模、较高的测试产量和稳定的累计产量具有重要的控制作用。 相似文献
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钦州湾河流沉积物中镭的解吸行为 总被引：1，自引：0，他引：1
放射性镭同位素在海底地下水排放（SGD）等海洋物质变化过程的研究中具有优良的示踪作用,估算SGD通量时需要计算河流悬浮颗粒物的解吸通量。因此,对河流沉积物/悬浮颗粒物中镭同位素解吸行为的研究不可或缺,而目前对于粒度较小范围内镭同位素的解吸特征及其机理的研究依然不足。本文选用钦州湾河流沉积物,通过室内实验探究粒度和盐度对沉积物中镭同位素解吸行为的影响。结果表明,在沉积物平均粒径0.9~136.0 μm范围内,随着粒径增大,沉积物中镭同位素在海水（盐度为33.9）中解吸活度逐渐减小,且变化趋势也逐渐变缓,平均粒径大于43.7 μm后,解吸量几乎不变;在海水盐度4.9~33.9范围内,随着盐度增大,沉积物中镭同位素解吸活度逐渐增大,盐度大于24.9后,解吸量趋于不变。本文创新性地建立了沉积物表面分形结构的镭解吸理论模型,拟合得到钦州湾河流沉积物表面最大可交换态224Ra、226Ra和228Ra活度分别为1.13 dpm/g、0.17 dpm/g和0.85 dpm/g,以干重计;沉积物中224Ra、226Ra和228Ra最大解吸比分别为30%、7%和18%。钦州湾河流沉积物颗粒表面最大可交换态224Ra和226Ra活度分别处于全球中等水平和较低水平,而其最大解吸比分别处于全球较高水平和较低水平。本研究结果有助于更好地理解镭同位素的解吸行为,以帮助更准确地估算SGD通量。 相似文献
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Atmospherically-delivered ~7Be,~(210)Po and ~(210)Pb in bulk precipitation and air samples collected around the globe have provided valuable quantification on the rates of removal, as well as proportional mixing of attendant air masses; however, such studies during thunderstorm and typhoon events are limited. We report the first continuous time-series rainwater sampling and analysis of ~7Be,~(210)Pb and ~(210)Po from two typhoons and one thunderstorm during 2015 summer in Shanghai. The depositional fluxes within individual rain events of typhoons and thunderstorms varied by a factor of 10 for ~7Be, 5.7 for ~(210)Pb, 7.4 for ~(210)Po,and 7.0 for ~7Be/~(210)Pb activity ratios(AR). Such large observed variations in the depositional fluxes of ~7Be,~(210)Pb,~(210)Po and ~7Be/~(210)Pb activity ratios were attributed to air masses injected from surrounding high pressure system adjoining the typhoon to low pressure system within the typhoon. Based on ~7Be/~(210)Pb activity ratios, we estimated the variations in the fraction of maritime and continental air masses into the typhoon. Observed constancy in the ~(210)Po/~(210)Pb AR indicates that the residence times of air masses contributing to the typhoon during heavy rain are similar. From a synthesis of global fallout of ~7Be and ~(210)Pb during pulse events(precipitation≥50 mm from single rainout event), we quantify the importance of pulse events in the atmospheric fallout of these radionuclides. 相似文献
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The time scale of transport and reaction processes in the ocean can be evaluated using natural radionuclides of different
half-lives. In the present study, we evaluated the residence times of particulate reactive radionuclides 7Be, 210Pbxs and 234Th in the Changjiang (Yangtze River) estuary, which is a high turbidity estuary, in June, 2006. The residence times of particulate
7Be, 234Thxs and 210Pbxs in the Changjiang estuary were calculated to be 0.7–20.4, 0.18–4.1 and 0.6–89.8 d, respectively. The obtained residence times
of those nuclides are comparable with those of other estuaries and bays. For 234Thxs and 7Be, the residence times decreased with increasing concentrations of suspended particulate matter (SPM); however, those of
210Pbxs increased. Moreover, scavenging residence times of 234Th and 7Be increased from coast to offshore, while those of 210Pbxs decreased. 相似文献
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Submarine groundwater discharge(SGD)is being increasingly recognized as a significant source of nutri-ent into coastal waters,and generally comprises two components:submarine fresh groundwater dis-charge(SFGD)and recirculated saline groundwater discharge(RSGD).The separate evaluation of SFGD and RSGD is extremely limited as compared to the conventional estimation of total SGD and associated nutrient fluxes,especially in marginal-scale regions.In this study,new high-resolution radium isotopes data in seawater and coastal groundwater enabled an estimation of SGD flux in a typical marginal sea of the Yellow Sea.By establishing 226Ra and 228Ra mass balance models,we obtained the SGD-derived radium fluxes,and then estimated the SFGD and RSGD fluxes through a two end-member model.The results showed that the total SGD flux into the Yellow Sea was equivalent to approximately 6.6 times the total freshwater discharge of surrounding rivers,and the SFGD flux accounted for only 5.2％-8.8％of the total SGD.Considering the nutrient concentrations in coastal fresh and saline groundwater,we obtained the dissolved inorganic nutrient fluxes(mmol m-2 yr-1)to be 52-353 for nitrogen(DIN),0.21-1.4 for phosphorus(DIP),34-226 for silicon(DSi)via SFGD,and 69-262 for DIN,1.0-3.9 for DIP,70-368 for DSi via RSGD,with the sum of nutrient fluxes equaling to(1.8-9.3)-fold,(1.3-5.6)-fold and(2.0-9.5)-fold of the riverine inputs.Compared to the conventional estimation of the total SGD flux,the nutrient fluxes derived from the separation of SFGD and RSGD were(1.6-2.1),(1.6-1.8)and(4.0-4.9)times lower for DIN,DIP and DSi,respectively,indicating that the estimates by separating SFGD and RSGD could be conservative and representative results of the Yellow Sea.Furthermore,we suggested that SGD played an important role in nutrient sources among all the traditional nutrient inputs sources,providing 15％-48％,33％-68％and 14％-43％of the total DIN,DIP and DSi input fluxes into the Yellow Sea,and the high nutrient stoichiometric ratios(i.e.,DIN/DIP)in SGD probably contributed to the increasing ratios in the Yellow Sea.In addition delivering large amounts of nutrient into the Yellow Sea,SGD would create primary productivity of 10-49,1.6-6.8 and 8.8-42 g C m-2 yr-1 based on N,P and Si,which were equivalent to 5.2％-27％,0.9％-3.7％and 4.7％-23％of the total primary productivity,respectively.In par-ticular,the SFGD-derived DIN flux can be converted to primary productivity of 4.2-28 g C m-2 yr-1 thus demonstrating the disproportionately large role of SFGD in ecological environment of the Yellow Sea rel-ative to its flux.Therefore,we conclude that SGD,particularly SFGD,plays an important role as a nutrient source for the Yellow Sea,and not only affects nutrient budgets and structures but also enhances the pri-mary productivity. 相似文献
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利用高精度的电感耦合等离子体质谱仪对2014年1月长江口表层水中溶解铀浓度及其234U/238U比值、2013年3月长江口表层沉积物中各矿物组分的铀含量及其234U/238U比值进行了测定,研究了其空间分布特征和影响因素。结果表明:除了长江径流和海水之外,长江口还有其他的溶解铀来源。水体中过剩铀与悬浮颗粒物浓度呈现显著相关性（r2=0.96）。对长江口表层沉积物进行的序列提取实验进一步表明,水体中悬浮颗粒物或沉积物中可解吸态和碳酸钙结合态铀可以在河口区域释放进入水体,而铁锰氧化物和有机物结合铀比较稳定,不受河口区混合过程的影响。每千克颗粒物或沉积物能够释放约2 μmol颗粒态铀,使其转化为溶解态。然而,铁氢氧化物和细颗粒物的絮凝吸附作用也可使溶解铀同时从河口水体中清除。在低盐度区,铀的清除和添加过程速率相近,使溶解铀呈现暂时的"伪保守"现象:颗粒态释放的铀具有明显低的234U/238U比值,导致水体的234U/238U低于保守混合值。在中高盐度区域,溶解铀呈现明显的富集现象。但是由于水相和颗粒相中的铀交换,可释放颗粒态铀的234U/238U接近溶解铀的234U/238U比值,从而导致水体的234U/238U比值呈现出保守性。长江口颗粒物的铀释放通量为（3.48±0.41）×105 mol/a,约占输入的总颗粒态铀通量（1.80±0.17）×106 mol/a的19.3%。长江口输入东海的溶解铀总通量（河流溶解态铀与河口添加铀之和）为（2.68±0.13）×106 mol/a,约为世界河流入海铀通量的11.7%。 相似文献