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Ischemic accumulation of succinate induces Cdc42 succinylation and inhibits neural stem cell proliferation after cerebral ischemia/reperfusion
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作者 Lin-Yan Huang Ju-Yun Ma +9 位作者 Jin-Xiu Song Jing-Jing Xu Rui Hong Hai-Di Fan heng cai Wan Wang Yan-Ling Wang Zhao-Li Hu Jian-Gang Shen Su-Hua Qi 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第5期1040-1045,共6页
Ischemic accumulation of succinate causes cerebral damage by excess production of reactive oxygen species. However, it is unknown whether ischemic accumulation of succinate affects neural stem cell proliferation. In t... Ischemic accumulation of succinate causes cerebral damage by excess production of reactive oxygen species. However, it is unknown whether ischemic accumulation of succinate affects neural stem cell proliferation. In this study, we established a rat model of cerebral ischemia/reperfusion injury by occlusion of the middle cerebral artery. We found that succinate levels increased in serum and brain tissue(cortex and hippocampus) after ischemia/reperfusion injury. Oxygen-glucose deprivation and reoxygenation stimulated primary neural stem cells to produce abundant succinate. Succinate can be converted into diethyl succinate in cells. Exogenous diethyl succinate inhibited the proliferation of mouse-derived C17.2 neural stem cells and increased the infarct volume in the rat model of cerebral ischemia/reperfusion injury. Exogenous diethyl succinate also increased the succinylation of the Rho family GTPase Cdc42 but repressed Cdc42 GTPase activity in C17.2 cells. Increasing Cdc42 succinylation by knockdown of the desuccinylase Sirt5 also inhibited Cdc42 GTPase activity in C17.2 cells. Our findings suggest that ischemic accumulation of succinate decreases Cdc42 GTPase activity by induction of Cdc42 succinylation, which inhibits the proliferation of neural stem cells and aggravates cerebral ischemia/reperfusion injury. 展开更多
关键词 CDC42 cerebral ischemia/reperfusion injury GPR91 neural stem cells neurogenesis PROLIFERATION SIRT5 SUCCINATE SUCCINYLATION
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Activation of natural killer T cells contributes to Th1 bias in the murine liver after 14 d of ethinylestradiol exposure 被引量:1
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作者 Meng-Zhi Zou Wei-Chao Kong +5 位作者 heng cai Meng-Tao Xing Zi-Xun Yu Xin Chen Lu-Yong Zhang Xin-Zhi Wang 《World Journal of Gastroenterology》 SCIE CAS 2022年第26期3150-3163,共14页
BACKGROUND As the main component of oral contraceptives(OCs),ethinylestradiol(EE)has been widely applied as a model drug to induce murine intrahepatic cholestasis.The clinical counterpart of EE-induced cholestasis inc... BACKGROUND As the main component of oral contraceptives(OCs),ethinylestradiol(EE)has been widely applied as a model drug to induce murine intrahepatic cholestasis.The clinical counterpart of EE-induced cholestasis includes women who are taking OCs,sex hormone replacement therapy,and susceptible pregnant women.Taking intrahepatic cholestasis of pregnancy(ICP)as an example,ICP consumes the medical system due to its high-risk fetal burden and the impotency of ursodeoxycholic acid in reducing adverse perinatal outcomes.AIM To explore the mechanisms and therapeutic strategies of EE-induced cholestasis based on the liver immune microenvironment.METHODS Male C57BL/6J mice or invariant natural killer T(iNKT)cell deficiency(Jα18-/-mice)were administered with EE(10 mg/kg,subcutaneous)for 14 d.RESULTS Both Th1 and Th2 cytokines produced by NKT cells increased in the liver skewing toward a Th1 bias.The expression of the chemokine/chemokine receptor Cxcr6/Cxcl16,toll-like receptors,Ras/Rad,and PI3K/Bad signaling was upregulated after EE administration.EE also influenced bile acid synthase Cyp7a1,Cyp8b1,and tight junctions ZO-1 and Occludin,which might be associated with EEinduced cholestasis.iNKT cell deficiency(Jα18-/-mice)robustly alleviated cholestatic liver damage and lowered the expression of the abovementioned signaling pathways.CONCLUSION Hepatic NKT cells play a pathogenic role in EE-induced intrahepatic cholestasis.Our research improves the understanding of intrahepatic cholestasis by revealing the hepatic immune microenvironment and also provides a potential clinical treatment by regulating iNKT cells. 展开更多
关键词 Natural killer T cell Th1/Th2 IFN-γ ESTROGEN CHOLESTASIS
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Ultrastructural changes in embryoic neuroepithelial cells caused by passive smoking in golden hamsters at different periods of pregnancy: A randomized controlled trial
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作者 Dong Wang Xiangmin Yu heng cai 《Neural Regeneration Research》 SCIE CAS CSCD 2007年第2期82-86,共5页
BACKGROUND: Tobacco smoke exposure is recognized as a health risk for pregnant women and it is increasingly evident that tobacco smoke affects the development of brain. Recently, associations between maternal smoking ... BACKGROUND: Tobacco smoke exposure is recognized as a health risk for pregnant women and it is increasingly evident that tobacco smoke affects the development of brain. Recently, associations between maternal smoking during pregnancy and subsequent mental health problems in offspring have been reported. OBJECTIVE: To observe the effect of passive smoking on the morphology of nerve tissues and the ultrastructure of neuroepithelial cells during embryogenesis in golden hamster at different pregnant period. DESIGN: A randomized control study. SETTING: Department of Histology and embryology, Qingdao University. MATERIALS: Adult golden hamsters, including 40 males and 40 females that had not delivered, weighing (105±5) g, were provided by Shenyang Changsheng Biotechnology, Co.,Ltd. At 20∶00–21∶00, one male and one female were matched in each cage, and their mating was observed. The vaginal swabs were examined the next day and the day of positive sperm was taken as embryonic day 1 (E1). METHODS: The experiment was completed in the Department of Histology and Embryology of Qingdao University from September 2001 to September 2003. ① Abnormality caused by smoking, grouping and model establishment: A total of 40 healthy pregnant golden hamsters were randomly divided into control group (n =20) and experimental group (n =20). The hamsters in the experimental group were exposed to tobacco smoke from embryonic day 4 to 7, 3 times per day, continuously 1 hour per time, 1 cigarette per golden hamster, for 4 consecutive days in the self-made chamber. The animals in the control group were given the same conditions as those in the experimental group except exposure to smoke. ② Observation with transmission electron microscope: According to different gestational ages, the experimental group and the control group were all divided 4 subgroups (Groups A, B, C and D) respectively, and 5 hamsters in each subgroup. The pregnant golden hamsters were anaesthetized with 1 g/L pentobarbital sodium at 12∶00 and 18∶00 at E8, 8∶00 at E9 and 8∶00 at E10, and all the pregnant uteruses were divulsed under the stereomicroscope. The development of the neural plate, neural groove and neural tube were observed. Meanwhile, the amount of normal embryos and abnormal embryos including the neural tube defect ratios were recorded. ③ Electron microscopic specimen preparation and observation: Three embryos of each group ad libtium were fixed. The alternations of neuroepithelial ultrastructures were observed with transmission and scanning electron microscopes. MAIN OUTCOME MEASURES: ① The incidences of abnormality of nervous system development were observed under stereomicroscope and scanning electron microscope in smoking group and the control group; ② Alternations of neuroepithelial ultrastructures were observed with transmission electron microscope. RESULTS: All the 40 pregnant golden hamsters were involved in the final analysis. ① Manifestations and incidence of nervous system dysplasia: Passive smoking could induce dymorphogenesis during neurulation, which mainly presented as growth retardation, spina bifida and failure of formation of neural tubes; The incidences of the nervous system dysplasia in the experimental groups [20%(10/49), 27%(14/51), 32% (19/59), 27% (17/63)] were higher than those in the corresponding control groups [0, 2% (1/57), 4% (2/53), 4% (2/52), P < 0.01]. ② Histomorphological changes at different time points after spermatiation observed with transmission and scanning electron microscopes: In the control group, the embryos formed C-shape columned embryos, anterior and posterior neuropores were all closure at 10∶00 on E10; In the experimental group, unfused anterior and posterior neuropores still could be found, and some embryos presented spina bifida at 10∶00 on E10. In the control group, neuroepithelial cell arranged tidily and closely, the boundaryof the cells was clear, the free surface of neuroepithelial had a mass of long and regular microvillus, and the surface of mesenchymal cell around the neuroepithelium had many processes which mutually related at 12∶00 on E8. In the experimental group, the neuroepithelial cells arranged irregularly and the intercellular spaces became wide at 12∶00 on E8. The apical portion of many neuroepithelial cells bulged into the lumen and many microvilli were shorted and swollen. The quantity of the microvillus reduced gradually, evenly disappeared with the increasing of gestational age at 18:00 on E8. Under transmission electron microscope, the neuroepithelial cells in experimental embryos arranged irregularly. There were many visible materials in the intercellular space which increased the breadth and anomaly. It was apparent that passive smoking evoked major alterations in neuroepithelial cytoarchitecture. Junctional complex reduced. Many microvilli were shorted and swollen, even the apical portion of many neuroepithelial cells bulged, and abscised into the lumen. A lot of vacuolation appeared in the cytoplasm of neuroepithelia and mesenchymal cell around the neuroepithelium. The cristae of mitochondria reduced even disappeared, and some mitochondria became elongate. Irregular nuclear, increased heterochromatin and karyopycnosis/karyorrhexis were observed easily. Perinuclear cisternae partially swelled and embraced tangible material (maybe the material from nuclear). Some death cells separated into a lot of apoptotic bodies. Some apoptotic bodies were found in the cytoplasm of other healthy-looking or healthy cells. CONCLUSION: Passive smoking may induce degeneration, apoptosis, and cells loss in the neural epithelium, thereby result in failure of formation and differentiation of neural tube. It is an important way by which passive smoking caused neural tube defects. 展开更多
关键词 金黄地鼠 妊娠阶段 被动吸烟 胚胎神经上皮细胞 显微结构变化 随机对照试验
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Mapping a Paleodrainage System of the Keriya River Using Remote Sensing Data and Historical Materials
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作者 Lei Luo Xinyuan Wang +2 位作者 heng cai Chao Li Wei Ji 《Journal of Earth Science and Engineering》 2012年第12期712-721,共10页
关键词 克里雅河 遥感数据 史料 系统 映射 气候环境变化 塔里木盆地 古气候信息
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Analysis of <i>Momordica charantia</i>Polysaccharide Components and Their Effects on KA-Induced Oxidative Stress and Neuronal Loss in the Hippocampus of Epileptic Rats
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作者 Qiaoli Li Nan Chen +7 位作者 heng cai Yu Tang Xiaoyan Zhou Yue Huang Muxin Gong Cunyu Qin Xuewen Wei Suhua Qi 《World Journal of Neuroscience》 2018年第2期113-123,共11页
Polysaccharides of Momordica charantia have been reported to be the primary bioactive components that confer its antioxidant activity. To some degree, antioxidants may provide beneficial effects on neuronal damage ind... Polysaccharides of Momordica charantia have been reported to be the primary bioactive components that confer its antioxidant activity. To some degree, antioxidants may provide beneficial effects on neuronal damage induced by seizures. However, the protective effects of Momordica charantia polysaccharides (MCPs) on seizures remain unclear. In this study, our purpose was to investigate the effects of MCPs on oxidative stress and neurodegeneration in an experimental Kainic acid (KA)-induced rat seizure model. MCPs treatments decreased the level of malondialdehyde (MDA) and increased the activities of superoxide dismutase (SOD) and catalase (CAT) in the hippocampus of the KA-induced animal model. Moreover, MCPs significantly attenuated KA-induced neuronal loss in the CA1 and CA3 hippocampal regions. Based on these results, MCPs exert neuroprotective effects by attenuating KA-induced neuronal damage in the brain through their free radical scavenging activities. 展开更多
关键词 KA-Induced SEIZURE Oxidative Stress Momordica charantia POLYSACCHARIDES Antioxidant NEUROPROTECTIVE Effect
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几种螺环稠合六元环氮杂卡宾-铱(Ⅲ)钳型配合物的衍生合成
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作者 言志博 彭猛 +8 位作者 谢文平 王鸿 卢卡 彭俊钦 蔡恒 代坤龙 张辅民 张晓明 涂永强 《中国科学:化学》 CAS CSCD 北大核心 2023年第3期516-521,共6页
2014年,我们设计合成了一类结构独特的螺环稠合六元环-氮杂卡宾配体(SNHC),并初步证明了该配体比一般的咪唑型五元环氮杂卡宾具有更强的亲核能力和配位能力.在温和条件下, SNHC配体与Ir(Ⅰ)发生快捷的氧化还原配位,生成了含有两个Ir–C... 2014年,我们设计合成了一类结构独特的螺环稠合六元环-氮杂卡宾配体(SNHC),并初步证明了该配体比一般的咪唑型五元环氮杂卡宾具有更强的亲核能力和配位能力.在温和条件下, SNHC配体与Ir(Ⅰ)发生快捷的氧化还原配位,生成了含有两个Ir–C共价键的Ir(Ⅲ)钳形有机金属氢化物SNIr-H,产率高达91%.该类配合物在催化C–H活化/C–Si、C–C键形成反应中具有较高的活性和区域选择性,因此有必要合成更多的类似物和衍生物,进一步拓宽并深化该类配合物催化性质研究.本文通过扩展配体类型和Ir–C共价键的杂化模式,进一步转化和衍生该类金属有机配合物.这些化合物为开发新的金属有机试剂、新的催化反应性质提供了物质基础. 展开更多
关键词 螺环稠合氮杂卡宾 衍生合成 金属-碳共价键 迁移插入
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Improving social media use for disaster resilience: challenges and strategies
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作者 Nina S.N.Lam Michelle Meyer +7 位作者 Margaret Reams Seungwon Yang Kisung Lee Lei Zou Volodymyr Mihunov Kejin Wang Ryan Kirby heng cai 《International Journal of Digital Earth》 SCIE EI 2023年第1期3023-3044,共22页
This paper develops a social media-disaster resilience analysis framework by categorizing types of social media use and their challenges to better understand and assess its role in disaster resilience research and man... This paper develops a social media-disaster resilience analysis framework by categorizing types of social media use and their challenges to better understand and assess its role in disaster resilience research and management.The framework is derived primarily from several case studies of Twitter use in three hurricane events in the United States-Hurricanes Isaac,Sandy,and Harvey.The paper first outlines four major contributions of social media data for disaster resilience research and management,which include serving as an effective communication platform,providing ground truth information for emergency response and rescue operations,providing information on people's sentiments,and allowing predictive modeling.However,there are four_key challenges to its uses,which include,easy spreading of false information,social and geographical disparities of Twitter use,technical issues on processing and analyzing big and noisy data,especially on improving the locational accuracy of the tweets,and algorithm bias in Al and other types of modeling.Then,the paper proposes twenty strategies that the four sectors of the social media community-organizations,individuals,social media companies,and researchers-could take to improve social media use to increase disaster resilience. 展开更多
关键词 Twitter use challenges and strategies disaster resilience social and geographical disparities emergency rescue Hurricane Isaac Hurricane Sandy Hurricane Harvey
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Aromatic and olefinic C–H alkenylation by catalysis with spirocyclic NHC Ru(Ⅳ) pincer complex
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作者 heng cai Yong-Qiang Tu +5 位作者 Ka Lu Qi-Long Chen Fu-Min Zhang Xiao-Ming Zhang Yuan-Jiang Pan Zhi-Bo Yan 《Science China Chemistry》 SCIE EI CAS CSCD 2023年第10期2791-2796,共6页
Catalyst innovation lies at the heart of transition-metal-catalyzed reaction development. In this article, we have explored the C(sp2)–H alkenylation activity with novel spirocyclic N-heterocyclic carbene(NHC)-based ... Catalyst innovation lies at the heart of transition-metal-catalyzed reaction development. In this article, we have explored the C(sp2)–H alkenylation activity with novel spirocyclic N-heterocyclic carbene(NHC)-based cyclometalated ruthenium pincer catalyst system, SNRu-X. After screening catalyst and condition, a high valent Ru(Ⅳ) dioxide(X = O_(2)) species has demonstrated superior reactivity in the catalytic alkenylation of aromatic and olefinic C–H bonds with unactivated alkenyl bromides and triflates. This reaction has achieved the easy construction of a wide range of(hetero)aromatic alkenes and dienes, in good to excellent yields with exclusive selectivity. Preliminary mechanistic studies indicate that this reaction may proceed through a single electron transfer(SET) triggered oxidative addition, by doing so, providing valuable complementary to classical alkenylation reactions that are dependent on activated alkenyl precursors. 展开更多
关键词 transitionmetal catalysis spirocyclic NHC-Ru pincer catalyst C-H alkenylation single electron transfer pathway unactivated alkenyl bromides and triflates
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Power outage and environmental justice in Winter Storm Uri: an analytical workflow based on nighttime light remote sensing
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作者 Jinwen Xu Yi Qiang +1 位作者 heng cai Lei Zou 《International Journal of Digital Earth》 SCIE EI 2023年第1期2259-2278,共20页
The intensity of extreme weather events has been increasing,posing a unique threat to society and highlighting the importance of our electrical power system,a key component in our infrastructure.In severe weather even... The intensity of extreme weather events has been increasing,posing a unique threat to society and highlighting the importance of our electrical power system,a key component in our infrastructure.In severe weather events,quickly identifying power outage impact zones and affected communities is crucial for informed disaster response.However,a lack of household-level power outage data impedes timely and precise assessments.To address these challenges,we introduced an analytical workflow using NASA’s Black Marble daily nighttime light(NTL)images to detect power outages from the 2021 Winter Storm Uri.This workflow includes adjustments to mitigate viewing angle and snow reflection effects.Power outage is detected by comparing storm-time and baseline(normal condition)NTL images using an empirical adjusted equation.The outcomes of the workflow are 500-meter resolution power outage maps,which have the optimal correlation with real outage tracking data when NTL intensity is reduced by 26%.With the resultant power outage maps,we analyzed the relations between power outages and disadvantaged populations in 126 Texas counties and 4182 census tracts to evaluate environmental justice in the storm.The results show that Latino/Hispanic communities tend to suffer more from power outages at both the county and census tract levels. 展开更多
关键词 Nighttime light disaster resilience natural disaster spatial analysis environmental justice power outage
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Global detection of large lunar craters based on the CE-1 digital elevation model 被引量:3
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作者 Lei LUO Lingli MU +4 位作者 Xinyuan WANG Chao LI Wei JI Jinjin ZHAO heng cai 《Frontiers of Earth Science》 SCIE CAS CSCD 2013年第4期456-464,共9页
坑,月亮的表面的最重要的特征之一,因为他们为我们提供表面单位以及关键地质的信息的相对年龄,广泛地被研究了。关于月亮和另外的行星的身体的算法(CDA ) 专注于从形象数据检测他们的坑察觉的研究,而是检测使用的大坑的计算费用想... 坑,月亮的表面的最重要的特征之一,因为他们为我们提供表面单位以及关键地质的信息的相对年龄,广泛地被研究了。关于月亮和另外的行星的身体的算法(CDA ) 专注于从形象数据检测他们的坑察觉的研究,而是检测使用的大坑的计算费用想象使这些 CDA 不切实际。这篇论文介绍一条新途径给利用一个数字举起模型而不是图象的坑察觉;这启用大坑的充分自动的全球察觉。坑被地面属性,然后 thresholding 描出地面属性的地图被用来把地志的数据转变成一幅二进制图象,最后,坑被从二进制图象使用 Hough 变换检测。由使用建议算法,我们生产了所有坑的一个目录在月亮的表面上的直径的 10 km 并且分析了他们的分发和人口特征。 展开更多
关键词 数字高程模型 数据检测 月球表面 撞击坑 Hough变换 二值图像 基础 陨石坑
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Social and geographical disparities in Twitter use during Hurricane Harvey 被引量:2
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作者 Lei Zou Nina S.N.Lam +6 位作者 Shayan Shams heng cai Michelle A.Meyer Seungwon Yang Kisung Lee Seung-Jong Park Margaret A.Reams 《International Journal of Digital Earth》 SCIE EI 2019年第11期1300-1318,共19页
Socialmedia such as Twitter is increasingly beingused as an effective platform to observe human behaviors in disastrous events.However,uneven social media use among different groups of population in different regions ... Socialmedia such as Twitter is increasingly beingused as an effective platform to observe human behaviors in disastrous events.However,uneven social media use among different groups of population in different regions could lead to biased consequences and affect disaster resilience.This paper studies the Twitter use during 2017 Hurricane Harvey in 76 counties in Texas and Louisiana.We seek to answer a fundamental question:did socialgeographical disparities of Twitter use exist during the three phases of emergency management(preparedness,response,recovery)?We employed a Twitter data mining framework to process the data and calculate two indexes:Ratio and Sentiment.Regression analyses between the Ratio indexes and the social-geographical characteristics of the counties at the three phrases reveal significant social and geographical disparities in Twitter use during Hurricane Harvey.Communities with higher disasterrelated Twitter use in Harvey generally were communities having better social and geographical conditions.These results of Twitter use patterns can be used to compare with future similar studies to see whether the Twitter use disparities have increased or decreased.Future research is also needed to examine the effects of Twitter use disparities on disaster resilience and to test whether Twitter use can predict community resilience. 展开更多
关键词 Social media TWITTER Hurricane Harvey emergency management digital divide social and geographical disparities
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Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media 被引量:2
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作者 Binbin Lin Lei Zou +7 位作者 Nick Duffield Ali Mostafavi heng cai Bing Zhou Jian Tao Mingzheng Yang Debayan Mandal Joynal Abedin 《International Journal of Digital Earth》 SCIE EI 2022年第1期868-889,共22页
The Covid-19 has presented an unprecedented challenge to public health worldwide.However,residents in different countries showed diverse levels of Covid-19 awareness during the outbreak and suffered from uneven health... The Covid-19 has presented an unprecedented challenge to public health worldwide.However,residents in different countries showed diverse levels of Covid-19 awareness during the outbreak and suffered from uneven health impacts.This study analyzed the global Twitter data from January 1st to June 30th,2020,to answer two research questions.What are the linguistic and geographical disparities of public awareness in the Covid-19 outbreak period reflected on social media?Does significant association exist between the changing Covid-19 awareness and the pandemic outbreak?We established a Twitter data mining framework calculating the Ratio index to quantify and track awareness.The lag correlations between awareness and health impacts were examined at global and country levels.Results show that users presenting the highest Covid-19 awareness were mainly those tweeting in the official languages of India and Bangladesh.Asian countries showed more disparities in awareness than European countries,and awareness in Eastern Europe was higher than in central Europe.Finally,the Ratio index had high correlations with global mortality rate,global case fatality ratio,and country-level mortality rate,with 21-31,35-42,and 13–18 leading days,respectively.This study yields timely insights into social media use in understanding human behaviors for public health research. 展开更多
关键词 Social media Covid-19 public awareness geographical disparities linguistic disparities
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A cyberGIS-enabled multi-criteria spatial decision support system: A case study on flood emergency management
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作者 Zhe Zhang Hao Hu +5 位作者 Dandong Yin Shakil Kashem Ruopu Li heng cai Dylan Perkins Shaowen Wang 《International Journal of Digital Earth》 SCIE EI 2019年第11期1364-1381,共18页
With the increased frequency of natural hazards and disasters and consequent losses,it is imperative to develop efficient and timely strategies for emergency response and relief operations.In this paper,we propose a c... With the increased frequency of natural hazards and disasters and consequent losses,it is imperative to develop efficient and timely strategies for emergency response and relief operations.In this paper,we propose a cyberGIS-enabled multi-criteria spatial decision support system for supporting rapid decision making during emergency management.It combines a high-performance computing environment(cyberGIS-Jupyter)and multi-criteria decision analysis models(Weighted Sum Model(WSM)and Technique for Order Preference by Similarity to Ideal Solution Model(TOPSIS))with various types of social vulnerability indicators to solve decision problems that contain conflicting evaluation criteria in a flood emergency situation.Social media data(e.g.Twitter data)was used as an additional tool to support the decision-making process.Our case study involves two decision goals generated based on a past flood event in the city of Austin,Texas,U.S.A.As our result shows,WSM produces more diverse values and higher output category estimations than the TOPSIS model.Finally,the model was validated using an innovative questionnaire.This cyberGIS-enabled spatial decision support system allows collaborative problem solving and efficient knowledge transformation between decision makers,where different emergency responders can formulate their decision objectives,select relevant evaluation criteria,and perform interactive weighting and sensitivity analyses. 展开更多
关键词 Multi-criteria spatial decision support systems social media data(Twitter) disaster management big data and cyberGIS
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Big Earth Data for quantitative measurement of community resilience:current challenges,progresses and future directions
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作者 Yi Qiang Lei Zou heng cai 《Big Earth Data》 EI 2023年第4期1035-1057,共23页
Quantitative assessment of community resilience can provide support for hazard mitigation,disaster risk reduction,disaster relief,and long-term sustainable development.Traditional resilience assessment tools are mostl... Quantitative assessment of community resilience can provide support for hazard mitigation,disaster risk reduction,disaster relief,and long-term sustainable development.Traditional resilience assessment tools are mostly theory-driven and lack empirical validation,which impedes scientific understanding of community resilience and practical decision-making of resilience improvement.In the advent of the Big Data Era,the increasing data availability and advances in computing and modeling techniques offer new opportunities to understand,measure,and promote community resilience.This article provides a comprehensive review of the definitions of community resilience,along with the traditional and emerging data and methods of quantitative resilience measurement.The theoretical bases,modeling principles,advantages,and disadvantages of the methods are discussed.Finally,we point out research avenues to overcome the existing challenges and develop robust methods to measure and promote community resilience.This article establishes guidance for scientists to further advance disaster research and for planners and policymakers to design actionable tools to develop sustainable and resilient communities. 展开更多
关键词 Community resilience quantitative measurement disaster risk reduction Big Earth Data
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