The resting zone(RZ)in mammalian growth plates is critical for maintaining and regulating chondrocyte turnover during longitudinal bone growth as a control tower and stem cell reservoir.Although recent lineage tracing...The resting zone(RZ)in mammalian growth plates is critical for maintaining and regulating chondrocyte turnover during longitudinal bone growth as a control tower and stem cell reservoir.Although recent lineage tracing studies have identified several markers for stem cells in the RZ,these markers only partially label chondrocytes in the RZ,suggesting that the resting chondrocytes(RCs)are a heterogeneous population with different types of stem cells.Since a comprehensive marker for RCs is still lacking,the RZ is generally determined based on ambiguous histological criteria,such as small and round chondrocytes without columnar formation,which may lead to inconsistencies among researchers.Therefore,in this study,we used single-cell RNA sequencing(scRNAseq)of growth plate chondrocytes followed by validation by fluorescence in situ hybridization(FISH)to precisely annotate cell clusters in scRNAseq and search for a marker of RCs.The scRNAseq analysis revealed that apolipoprotein E(Apoe)was the tophit gene,which was ubiquitously expressed in the RC cluster.FISH confirmed that Apoe was exclusively localized to the histologically defined RZ.In newly generated Apoe^(mCherry)knock-in mice,we further confirmed that mCherry expression mirrored the distribution of Apoe-expressing chondrocytes in the RZ particularly after the formation of the secondary ossification center.These mCherry+RCs were slow cycling in vivo and exhibited stem cell properties in vitro.Moreover,APOE was detected in human growth plate RCs.These findings suggest that apolipoprotein E is a novel pan-RC marker in both mouse and human growth plates.展开更多
AIM:To analyze whether alterations of voxel mirror homology connectivity(VMHC)values,as determined by resting-state functional magnetic resonance imaging(rsfMRI),occur in cerebral regions of patients with hypertensive...AIM:To analyze whether alterations of voxel mirror homology connectivity(VMHC)values,as determined by resting-state functional magnetic resonance imaging(rsfMRI),occur in cerebral regions of patients with hypertensive retinopathy(HR)and to determine the relationship between VMHC values and clinical characteristics in patients with HR.METHODS:Twenty-one patients with HR and 21 agematched healthy controls(HCs)were assessed by rsfMRI scanning.The functional connectivity between the hemispheres of the cerebrum was assessed by measuring VMHC,with the ability of VMHC to distinguish between the HR and HC groups assessed using receiver operating characteristic(ROC)curve analysis.Differences in the demographic and clinical characteristics of the HR and HC groups were analyzed by independent sample t-tests.The relationship between average VMHC in several brain areas of HR patients and clinical features was determined using Pearson correlation analysis.RESULTS:Mean VMHC values of the bilateral cuneus gyrus(BA19),bilateral middle orbitofrontal gyrus(BA47),bilateral middle temporal gyrus(BA39)and bilateral superior medial frontal gyrus(BA9)were lower in the HR than in the HC group.CONCLUSION:VMHC values can predict the development of early HR,prevent the transformation of hypertensive microangiopathy,and provide useful information explaining the changes in neural mechanism associated with HR.展开更多
RESTful APIs have been adopted as the standard way of developing web services,allowing for smooth communication between clients and servers.Their simplicity,scalability,and compatibility have made them crucial to mode...RESTful APIs have been adopted as the standard way of developing web services,allowing for smooth communication between clients and servers.Their simplicity,scalability,and compatibility have made them crucial to modern web environments.However,the increased adoption of RESTful APIs has simultaneously exposed these interfaces to significant security threats that jeopardize the availability,confidentiality,and integrity of web services.This survey focuses exclusively on RESTful APIs,providing an in-depth perspective distinct from studies addressing other API types such as GraphQL or SOAP.We highlight concrete threats-such as injection attacks and insecure direct object references(IDOR)-to illustrate the evolving risk landscape.Our work systematically reviews state-of-the-art detection methods,including static code analysis and penetration testing,and proposes a novel taxonomy that categorizes vulnerabilities such as authentication and authorization issues.Unlike existing taxonomies focused on general web or network-level threats,our taxonomy emphasizes API-specific design flaws and operational dependencies,offering a more granular and actionable framework for RESTful API security.By critically assessing current detection methodologies and identifying key research gaps,we offer a structured framework that advances the understanding and mitigation of RESTful API vulnerabilities.Ultimately,this work aims to drive significant advancements in API security,thereby enhancing the resilience of web services against evolving cyber threats.展开更多
The dependence of energy metabolism on temperature is universally recognized as a critical physiological hallmark for evaluating the susceptibility of ectothermic organisms to global warming.However,the underlying phy...The dependence of energy metabolism on temperature is universally recognized as a critical physiological hallmark for evaluating the susceptibility of ectothermic organisms to global warming.However,the underlying physiological and biochemical bases of this temperature dependence remain largely unknown.In this study,we conducted a simulated climate warming experiment under seminatural enclosure conditions and compared the differences in resting metabolic rate (RMR) and key metabolic enzyme activities between the warming and control groups of Takydromus septentrionalis at various test temperatures.We found that the activities of hexokinase,lactate dehydrogenase,alanine aminotransferase and acetyl-CoA carboxylase of T.septentrionalis were not affected by climate warming,despite a decrease in RMR measured at high temperatures of 34°C and 38°C.Overall,these findings suggest that artificial warming simulating climate change can lead to a decline in RMR,but does not alter the activity of key metabolic enzymes.Our study provides insight into how climate warming influences the energy metabolism of lizards.展开更多
AIM:To assess the alterations in the resting-state function connections between the two cerebral hemispheres in patients with optic neuritis(ON)and healthy controls(HCs).METHODS:A total of 12 ON patients(six males and...AIM:To assess the alterations in the resting-state function connections between the two cerebral hemispheres in patients with optic neuritis(ON)and healthy controls(HCs).METHODS:A total of 12 ON patients(six males and six females)and 12 HCs(six males and six females)who were highly matched for sex,age,and educational level were recruited.They underwent functional magnetic resonance imaging(fMRI),testing and brain activities were assessed using the degree centrality(DC)method.Correlation analysis between the mean DC values in specific brain areas and behavior performances was analyzed as well.Linear correlations between A anxiety scale(AS)and depression scale(DS)values and DC values in brain regions of patients with ON were also analyzed.RESULTS:The areas that showed a higher DC value in ON patients were the right angular gyrus and bilateral precuneus,while the left insula and left superior temporal gyrus(LSTG)were regions that presented a lower DC value in ON patients.A receiver operating characteristic(ROC)curve analysis confirmed the accuracy of the area under the curve(AUC)assessment.Linear analysis showed anxiety scale(AS)and depression scale(DS)values in the left insula were both negatively correlated with DC values,while best corrected visual acuity logMAR-R(BCVA logMAR-R)showed a negative correlation with DC in the LSTG.CONCLUSION:The study explores altered brain activities of specific regions in patients with ON.The results provide clues for revealing the underlying mechanism of ON development.展开更多
BACKGROUND Research on the combined use of ear acupoint embedding beans and warming meridians with cold-dispersing formulas for alleviating resting pain in patients with arteriosclerosis obliterans(ASO)remains limited...BACKGROUND Research on the combined use of ear acupoint embedding beans and warming meridians with cold-dispersing formulas for alleviating resting pain in patients with arteriosclerosis obliterans(ASO)remains limited.AIM To explore the therapeutic efficacy of auricular point embedding beans combined with Wenjing Sanhan prescription in alleviating resting pain in patients with lower-limb ASO.METHODS A total of 100 patients with ASO experiencing resting pain who were treated at our hospital from January 2022 to January 2023 were enrolled.They were randomly allocated into two groups using a double-blind approach.The control group was treated using a warming meridian with a cold-dispersing formula,while the study group received additional treatment with ear acupoint embedding beans.The clinical efficacy,ankle-brachial artery pressure ratio,hemorheological indicators,and traditional Chinese medicine symptom scores were compared between the two groups.RESULTS The clinical efficacy rate in the study group was significantly higher(94.00%)than that in the control group(72.00%,P<0.05).Moreover,the ankle-brachial artery pressure ratio was significantly higher in the study group after treatment(P<0.05).Hemorheological parameters,including whole blood viscosity,plasma viscosity(1.83±0.11)mPa/s,fibrinogen levels(3.30±0.21)g/L,platelet adhesion rate(49.87%±10.51%),and erythrocyte aggregation index(1.79±0)were improved in the study group compared to the control group.In addition,the scores for decreased skin temperature(1.41±0.26),intermittent claudication(1.30±0.20),and resting pain(1.23±0.31)were significantly lower in the study group than those in the control group(all P<0.05).The level of oxidative stress in the study group also exhibited significant improvement(P<0.05),and the levels of inflammatory factors were considerably lower than those in the control group.CONCLUSION The combination of ear point embedding beans and Wenjing Sanhan prescription demonstrates promising clinical efficacy in alleviating resting pain associated with ASO.展开更多
logical testing model and resource lifecycle information,generate test cases and complete parameters,and alleviate inconsistency issues through parameter inference.Once again,we propose a method of analyzing test resu...logical testing model and resource lifecycle information,generate test cases and complete parameters,and alleviate inconsistency issues through parameter inference.Once again,we propose a method of analyzing test results using joint state codes and call stack information,which compensates for the shortcomings of traditional analysis methods.We will apply our method to testing REST services,including OpenStack,an open source cloud operating platform for experimental evaluation.We have found a series of inconsistencies,known vulnerabilities,and new unknown logical defects.展开更多
RESTful API fuzzing is a promising method for automated vulnerability detection in Kubernetes platforms.Existing tools struggle with generating lengthy,high-semantic request sequences that can pass Kubernetes API gate...RESTful API fuzzing is a promising method for automated vulnerability detection in Kubernetes platforms.Existing tools struggle with generating lengthy,high-semantic request sequences that can pass Kubernetes API gateway checks.To address this,we propose KubeFuzzer,a black-box fuzzing tool designed for Kubernetes RESTful APIs.KubeFuzzer utilizes Natural Language Processing(NLP)to extract and integrate semantic information from API specifications and response messages,guiding the generation of more effective request sequences.Our evaluation of KubeFuzzer on various Kubernetes clusters shows that it improves code coverage by 7.86%to 36.34%,increases the successful response rate by 6.7%to 83.33%,and detects 16.7%to 133.3%more bugs compared to three leading techniques.KubeFuzzer identified over 1000 service crashes,which were narrowed down to 7 unique bugs.We tested these bugs on 10 real-world Kubernetes projects,including major providers like AWS(EKS),Microsoft Azure(AKS),and Alibaba Cloud(ACK),and confirmed that these issues could trigger service crashes.We have reported and confirmed these bugs with the Kubernetes community,and they have been addressed.展开更多
Although the internal stress state of soils can be affected by repetitive loading,there are few studies evaluating the lateral stress(or K_(0))of soils under repetitive loading.This study investigates the changes in K...Although the internal stress state of soils can be affected by repetitive loading,there are few studies evaluating the lateral stress(or K_(0))of soils under repetitive loading.This study investigates the changes in K_(0) and directional shear wave velocity(V_(s))in samples of two granular materials with different particle shapes during repetitive loading.A modified oedometer cell equipped with bender elements and a diaphragm transducer was developed to measure the variations in the lateral stress and the shear wave velocity,under repetitive loading on the loading and unloading paths.The study produced the following results:(1)Repetitive loading on the loading path resulted in an increase in the K_(0) of test samples as a function of cyclic loading number(i),and(2)Repetitive loading on the unloading path resulted in a decrease in K_(0) according to i.The shear wave velocity ratio(i.e.V_(s)(HH)/V_(s)(VH),where the first and second letters in parentheses corresponds to the directions of wave propagation and particle motion,respectively,and V and H corresponds to the vertical and horizontal directions,respectively)according to i supports the experimental observations of this study.However,when the tested material was in lightly over-consolidated state,there was an increase in K_(0) during repetitive loading,indicating that it was the initial K_(0),rather than the loading path,which is responsible for the change in K_(0).The power model can capture the variation in the K_(0) of samples according to i.Notably,the K_(0)=1 line acts as the boundary between the increase and decrease in K_(0) under repetitive loading.展开更多
Ensuring adequate access to truck parking is critical to the safe and efficient movement of freight traffic. There are strict federal guidelines for commercial truck driver rest periods. Rest areas and private truck s...Ensuring adequate access to truck parking is critical to the safe and efficient movement of freight traffic. There are strict federal guidelines for commercial truck driver rest periods. Rest areas and private truck stops are the only places for the trucks to stop legally and safely. In locations without sufficient parking areas, trucks often park on interstate ramps, which create safety risks for other interstate motorists. Historically, agencies have employed costly and time intensive manual counting methods, camera surveillance, and driver surveys to assess truck parking. Connected truck data, available in near real-time, offers an efficient alternative to practitioners to assess truck parking patterns and identify areas where there may be insufficient safe parking spaces. This paper presents a case study of interstate I-70 in east central Indiana and documents the observed spatiotemporal impacts of a rest area closure on truck parking on nearby interstate ramps. Results showed that there was a 28% increase in parking on ramps during the rest area closure. Analysis also found that ramps closest to the rest area were most impacted by the closure, seeing a rise in truck parking sessions as high as 2.7 times. Parking duration on the ramps during rest area closure also increased drastically. Although it was expected that this would result in increased parking by trucks on adjacent ramps, this before, during, after scenario provided an ideal scenario to evaluate the robustness of these techniques to assess changing parking characteristics of long-haul commercial trucks. The data analytics and visualization tools presented in this study are scalable nationwide and will aid stakeholders in informed data-driven decision making when allocating resources towards improving the nations commercial vehicle parking infrastructure.展开更多
基金supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases of the National Institutes of Health (R01AR075733, R01AR083363, R21AR077654 to S.O.)by the Maryland Stem Cell Research Fund (MSCRF) Discovery Grant (2023-MSCRFD-6160 to S.O.)supported by the Post-Doctoral Fellowship from MSCRF (2023-MSCRFF-6176)
文摘The resting zone(RZ)in mammalian growth plates is critical for maintaining and regulating chondrocyte turnover during longitudinal bone growth as a control tower and stem cell reservoir.Although recent lineage tracing studies have identified several markers for stem cells in the RZ,these markers only partially label chondrocytes in the RZ,suggesting that the resting chondrocytes(RCs)are a heterogeneous population with different types of stem cells.Since a comprehensive marker for RCs is still lacking,the RZ is generally determined based on ambiguous histological criteria,such as small and round chondrocytes without columnar formation,which may lead to inconsistencies among researchers.Therefore,in this study,we used single-cell RNA sequencing(scRNAseq)of growth plate chondrocytes followed by validation by fluorescence in situ hybridization(FISH)to precisely annotate cell clusters in scRNAseq and search for a marker of RCs.The scRNAseq analysis revealed that apolipoprotein E(Apoe)was the tophit gene,which was ubiquitously expressed in the RC cluster.FISH confirmed that Apoe was exclusively localized to the histologically defined RZ.In newly generated Apoe^(mCherry)knock-in mice,we further confirmed that mCherry expression mirrored the distribution of Apoe-expressing chondrocytes in the RZ particularly after the formation of the secondary ossification center.These mCherry+RCs were slow cycling in vivo and exhibited stem cell properties in vitro.Moreover,APOE was detected in human growth plate RCs.These findings suggest that apolipoprotein E is a novel pan-RC marker in both mouse and human growth plates.
基金Supported by National Natural Science Foundation of China(No.82160195,No.82460203).
文摘AIM:To analyze whether alterations of voxel mirror homology connectivity(VMHC)values,as determined by resting-state functional magnetic resonance imaging(rsfMRI),occur in cerebral regions of patients with hypertensive retinopathy(HR)and to determine the relationship between VMHC values and clinical characteristics in patients with HR.METHODS:Twenty-one patients with HR and 21 agematched healthy controls(HCs)were assessed by rsfMRI scanning.The functional connectivity between the hemispheres of the cerebrum was assessed by measuring VMHC,with the ability of VMHC to distinguish between the HR and HC groups assessed using receiver operating characteristic(ROC)curve analysis.Differences in the demographic and clinical characteristics of the HR and HC groups were analyzed by independent sample t-tests.The relationship between average VMHC in several brain areas of HR patients and clinical features was determined using Pearson correlation analysis.RESULTS:Mean VMHC values of the bilateral cuneus gyrus(BA19),bilateral middle orbitofrontal gyrus(BA47),bilateral middle temporal gyrus(BA39)and bilateral superior medial frontal gyrus(BA9)were lower in the HR than in the HC group.CONCLUSION:VMHC values can predict the development of early HR,prevent the transformation of hypertensive microangiopathy,and provide useful information explaining the changes in neural mechanism associated with HR.
文摘RESTful APIs have been adopted as the standard way of developing web services,allowing for smooth communication between clients and servers.Their simplicity,scalability,and compatibility have made them crucial to modern web environments.However,the increased adoption of RESTful APIs has simultaneously exposed these interfaces to significant security threats that jeopardize the availability,confidentiality,and integrity of web services.This survey focuses exclusively on RESTful APIs,providing an in-depth perspective distinct from studies addressing other API types such as GraphQL or SOAP.We highlight concrete threats-such as injection attacks and insecure direct object references(IDOR)-to illustrate the evolving risk landscape.Our work systematically reviews state-of-the-art detection methods,including static code analysis and penetration testing,and proposes a novel taxonomy that categorizes vulnerabilities such as authentication and authorization issues.Unlike existing taxonomies focused on general web or network-level threats,our taxonomy emphasizes API-specific design flaws and operational dependencies,offering a more granular and actionable framework for RESTful API security.By critically assessing current detection methodologies and identifying key research gaps,we offer a structured framework that advances the understanding and mitigation of RESTful API vulnerabilities.Ultimately,this work aims to drive significant advancements in API security,thereby enhancing the resilience of web services against evolving cyber threats.
基金supported by the National Natural Science Foundation of China (Grant Nos.32330067,31971419,32311530110,and 32171486)。
文摘The dependence of energy metabolism on temperature is universally recognized as a critical physiological hallmark for evaluating the susceptibility of ectothermic organisms to global warming.However,the underlying physiological and biochemical bases of this temperature dependence remain largely unknown.In this study,we conducted a simulated climate warming experiment under seminatural enclosure conditions and compared the differences in resting metabolic rate (RMR) and key metabolic enzyme activities between the warming and control groups of Takydromus septentrionalis at various test temperatures.We found that the activities of hexokinase,lactate dehydrogenase,alanine aminotransferase and acetyl-CoA carboxylase of T.septentrionalis were not affected by climate warming,despite a decrease in RMR measured at high temperatures of 34°C and 38°C.Overall,these findings suggest that artificial warming simulating climate change can lead to a decline in RMR,but does not alter the activity of key metabolic enzymes.Our study provides insight into how climate warming influences the energy metabolism of lizards.
基金Supported by National Natural Science Foundation of China(No.82160195No.82460203)Key R&D Program of Jiangxi Province(No.20223BBH80014).
文摘AIM:To assess the alterations in the resting-state function connections between the two cerebral hemispheres in patients with optic neuritis(ON)and healthy controls(HCs).METHODS:A total of 12 ON patients(six males and six females)and 12 HCs(six males and six females)who were highly matched for sex,age,and educational level were recruited.They underwent functional magnetic resonance imaging(fMRI),testing and brain activities were assessed using the degree centrality(DC)method.Correlation analysis between the mean DC values in specific brain areas and behavior performances was analyzed as well.Linear correlations between A anxiety scale(AS)and depression scale(DS)values and DC values in brain regions of patients with ON were also analyzed.RESULTS:The areas that showed a higher DC value in ON patients were the right angular gyrus and bilateral precuneus,while the left insula and left superior temporal gyrus(LSTG)were regions that presented a lower DC value in ON patients.A receiver operating characteristic(ROC)curve analysis confirmed the accuracy of the area under the curve(AUC)assessment.Linear analysis showed anxiety scale(AS)and depression scale(DS)values in the left insula were both negatively correlated with DC values,while best corrected visual acuity logMAR-R(BCVA logMAR-R)showed a negative correlation with DC in the LSTG.CONCLUSION:The study explores altered brain activities of specific regions in patients with ON.The results provide clues for revealing the underlying mechanism of ON development.
基金the Scientific Research Program of Hebei Provincial Administration of Traditional Chinese Medicine,No.2020342the Shijiazhuang Hospital of Traditional Chinese Medicine Institutional Review Board,No.HB20191095.
文摘BACKGROUND Research on the combined use of ear acupoint embedding beans and warming meridians with cold-dispersing formulas for alleviating resting pain in patients with arteriosclerosis obliterans(ASO)remains limited.AIM To explore the therapeutic efficacy of auricular point embedding beans combined with Wenjing Sanhan prescription in alleviating resting pain in patients with lower-limb ASO.METHODS A total of 100 patients with ASO experiencing resting pain who were treated at our hospital from January 2022 to January 2023 were enrolled.They were randomly allocated into two groups using a double-blind approach.The control group was treated using a warming meridian with a cold-dispersing formula,while the study group received additional treatment with ear acupoint embedding beans.The clinical efficacy,ankle-brachial artery pressure ratio,hemorheological indicators,and traditional Chinese medicine symptom scores were compared between the two groups.RESULTS The clinical efficacy rate in the study group was significantly higher(94.00%)than that in the control group(72.00%,P<0.05).Moreover,the ankle-brachial artery pressure ratio was significantly higher in the study group after treatment(P<0.05).Hemorheological parameters,including whole blood viscosity,plasma viscosity(1.83±0.11)mPa/s,fibrinogen levels(3.30±0.21)g/L,platelet adhesion rate(49.87%±10.51%),and erythrocyte aggregation index(1.79±0)were improved in the study group compared to the control group.In addition,the scores for decreased skin temperature(1.41±0.26),intermittent claudication(1.30±0.20),and resting pain(1.23±0.31)were significantly lower in the study group than those in the control group(all P<0.05).The level of oxidative stress in the study group also exhibited significant improvement(P<0.05),and the levels of inflammatory factors were considerably lower than those in the control group.CONCLUSION The combination of ear point embedding beans and Wenjing Sanhan prescription demonstrates promising clinical efficacy in alleviating resting pain associated with ASO.
文摘logical testing model and resource lifecycle information,generate test cases and complete parameters,and alleviate inconsistency issues through parameter inference.Once again,we propose a method of analyzing test results using joint state codes and call stack information,which compensates for the shortcomings of traditional analysis methods.We will apply our method to testing REST services,including OpenStack,an open source cloud operating platform for experimental evaluation.We have found a series of inconsistencies,known vulnerabilities,and new unknown logical defects.
基金supported by the National Natural Science Foundation of China(No.62202320)the Fundamental Research Funds for the Central Universities(Nos.SCU2023D008,2023SCU12129)+2 种基金the Natural Science Foundation of Sichuan Province(No.2024NSFSC1449)the Science and Engineering Connotation Development Project of Sichuan University(No.2020SCUNG129)the Key Laboratory of Data Protection and Intelligent Management(Sichuan University),Ministry of Education.
文摘RESTful API fuzzing is a promising method for automated vulnerability detection in Kubernetes platforms.Existing tools struggle with generating lengthy,high-semantic request sequences that can pass Kubernetes API gateway checks.To address this,we propose KubeFuzzer,a black-box fuzzing tool designed for Kubernetes RESTful APIs.KubeFuzzer utilizes Natural Language Processing(NLP)to extract and integrate semantic information from API specifications and response messages,guiding the generation of more effective request sequences.Our evaluation of KubeFuzzer on various Kubernetes clusters shows that it improves code coverage by 7.86%to 36.34%,increases the successful response rate by 6.7%to 83.33%,and detects 16.7%to 133.3%more bugs compared to three leading techniques.KubeFuzzer identified over 1000 service crashes,which were narrowed down to 7 unique bugs.We tested these bugs on 10 real-world Kubernetes projects,including major providers like AWS(EKS),Microsoft Azure(AKS),and Alibaba Cloud(ACK),and confirmed that these issues could trigger service crashes.We have reported and confirmed these bugs with the Kubernetes community,and they have been addressed.
基金supported by the National Research Foundation of Korea(NRF)grant funded by the Korean government(MSIT)(Grant No.RS-2023-00208844).
文摘Although the internal stress state of soils can be affected by repetitive loading,there are few studies evaluating the lateral stress(or K_(0))of soils under repetitive loading.This study investigates the changes in K_(0) and directional shear wave velocity(V_(s))in samples of two granular materials with different particle shapes during repetitive loading.A modified oedometer cell equipped with bender elements and a diaphragm transducer was developed to measure the variations in the lateral stress and the shear wave velocity,under repetitive loading on the loading and unloading paths.The study produced the following results:(1)Repetitive loading on the loading path resulted in an increase in the K_(0) of test samples as a function of cyclic loading number(i),and(2)Repetitive loading on the unloading path resulted in a decrease in K_(0) according to i.The shear wave velocity ratio(i.e.V_(s)(HH)/V_(s)(VH),where the first and second letters in parentheses corresponds to the directions of wave propagation and particle motion,respectively,and V and H corresponds to the vertical and horizontal directions,respectively)according to i supports the experimental observations of this study.However,when the tested material was in lightly over-consolidated state,there was an increase in K_(0) during repetitive loading,indicating that it was the initial K_(0),rather than the loading path,which is responsible for the change in K_(0).The power model can capture the variation in the K_(0) of samples according to i.Notably,the K_(0)=1 line acts as the boundary between the increase and decrease in K_(0) under repetitive loading.
文摘Ensuring adequate access to truck parking is critical to the safe and efficient movement of freight traffic. There are strict federal guidelines for commercial truck driver rest periods. Rest areas and private truck stops are the only places for the trucks to stop legally and safely. In locations without sufficient parking areas, trucks often park on interstate ramps, which create safety risks for other interstate motorists. Historically, agencies have employed costly and time intensive manual counting methods, camera surveillance, and driver surveys to assess truck parking. Connected truck data, available in near real-time, offers an efficient alternative to practitioners to assess truck parking patterns and identify areas where there may be insufficient safe parking spaces. This paper presents a case study of interstate I-70 in east central Indiana and documents the observed spatiotemporal impacts of a rest area closure on truck parking on nearby interstate ramps. Results showed that there was a 28% increase in parking on ramps during the rest area closure. Analysis also found that ramps closest to the rest area were most impacted by the closure, seeing a rise in truck parking sessions as high as 2.7 times. Parking duration on the ramps during rest area closure also increased drastically. Although it was expected that this would result in increased parking by trucks on adjacent ramps, this before, during, after scenario provided an ideal scenario to evaluate the robustness of these techniques to assess changing parking characteristics of long-haul commercial trucks. The data analytics and visualization tools presented in this study are scalable nationwide and will aid stakeholders in informed data-driven decision making when allocating resources towards improving the nations commercial vehicle parking infrastructure.
