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Journal of Mountain Science 2019年第2期16卷 383-401页

作者： Andang Suryana SOMA Tetsuya KUBOTA hideaki mizuno Faculty of Forestry Hasanuddin University Faculty of Agriculture Kyushu University

Landslide susceptibility maps(LSMs) play a vital role in assisting land use planning and risk mitigation. This study aims to optimize causative factors using logistic regression(LR) and an artificial neural network(ANN) to produce a LSM. The LSM is produced with 11 causative factors and then optimized using forward-stepwise LR(FSLR), ANN, and their combination(FSLR-ANN) until eight causative factors were found for each method. The ANN method produced superior validation results compared with LR. The ROC values for the training data set ranges between 0.8 and 0.9. On the other hand, validation with the percentage of landslide fall into LSM class high and very high, ANN method was higher(92.59%) than LR(82.12%). FSLR-ANN with nine causative factors gave the best validation results with respect to area under curve(AUC) values, and validation with the percentage of landslide fall into LSM class high and very high. In conclusion, ANN was found to be better than LR when producing LSMs. The best Optimization was combination of FSLR-ANN with nine causative factors and AUC success rate 0.847, predictive rate 0.844 and validation with landslide fall into high and very high class with 91.30%. It is an encouraging preliminary model towards a systematic introduction of FSLR-ANN model for optimization causative factors in landslide susceptibility assessment in the mountainous area of Ujung Loe Watershed.

关键词： Optimized causative factor Landslide, Logistic Regression Artificial neural network Indonesia

ACTIVITIES OF THE ESCAP/WMO TYPHOON COMMITTEE REGARDING SEDIMENT-RELATED DISASTER PREVENTION USING NON-STRUCTURAL MEASURES,BASED ON JAPANESE SABO TECHNOLOGY

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Tropical Cyclone Research and Review 2013年第1期2卷 55-64页

作者： SHIN-ICHIRO HAYASHI hideaki mizuno ATSUSHI OKAMOTO MASAKI HIRUMA REIJI KONDO National Institute for Land and Infrastructure Management Japan SABO and Landslide Technical Center Japan

In the project activities of the ESCAP/WMO Typhoon Committee(TC), the National Institute for Land and Infrastructure Management(NILIM), the SABO(Erosion and Sediment Control) Department of the Ministry of Land, Infrastructure, Transport and Tourism(MLIT), and the SABO and Landslide Technical Center(STC) implemented two projects: “Sediment-related Disaster Forecasting Warning System Project”(2002–2008) and “Project on Hazard Mapping for Sediment-related Disasters”(2009–2012). The aim of these projects was to distribute Japanese SABO technology, particularly non-structural measures, among TC members. This report presents the concepts and methods related to non-structural measures for sediment-related disaster prevention based on Japanese SABO technology, the contents of the two projects’ activities, the preparation of early warning information, the creation of a hazard map, and the preparation of an integrated system for resident evacuation.

关键词： sediment-related disaster prevention non-structural measures early warning hazard map

Rebuilding insight into the pathophysiology of Alzheimer’s disease through new blood-brain barrier models

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Neural Regeneration Research 2024年第9期19卷 1954-1960页

作者： Kinya Matsuo hideaki Nshihara Yamaguchi University Graduate School of Medicine YamaguchiJapan Department of Neurotherapeutics Yamaguchi UniversityUbeJapan

The blood-brain barrier is a unique function of the microvasculature in the brain parenchyma that maintains homeostasis in the central nervous ***-brain barrier breakdown is a common pathology in various neurological diseases,such as Alzheimer’s disease,stroke,multiple sclerosis,and Parkinson’s ***,it has been considered a consequence of neuroinflammation or neurodegeneration,but recent advanced imaging techniques and detailed studies in animal models show that blood-brain barrier breakdown occurs early in the disease process and may precede neuronal ***,the blood-brain barrier is attractive as a potential therapeutic target for neurological diseases that lack effective *** elucidate the molecular mechanism underlying blood-brain barrier breakdown and translate them into therapeutic strategies for neurological diseases,there is a growing demand for experimental models of human origin that allow for functional ***,several human induced pluripotent stem cell-derived blood-brain barrier models have been established and various in vitro blood-brain barrier models using microdevices have been *** in the Alzheimer’s disease field,the human evidence for blood-brain barrier dysfunction has been demonstrated and human induced pluripotent stem cell-derived blood-brain barrier models have suggested the putative molecular mechanisms of pathological blood-brain *** this review,we summarize recent evidence of blood-brain barrier dysfunction in Alzheimer’s disease from pathological analyses,imaging studies,animal models,and stem cell ***,we discuss the potential future directions for blood-brain barrier research.

关键词： Alzheimer’s disease blood-brain barrier human induced pluripotent stem cells

Pedestrian trajectory prediction method based on the Social-LSTM model for vehicle collision

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Transportation Safety and Environment 2024年第3期6卷 140-151页

作者： Yong Han Xujie Lin Di Pan Yanting Li Liang Su Robert Thomson Koji mizuno School of Mechanical and Automotive Engineering Xiamen University of TechnologyXiamen 361024China Fujian Province Key Laboratory of Advanced Design and Manufacturing of Buses Xiamen 361024China Engineering Research Institute of Xiamen Kinglong United Automobile Industry Co. Ltd.Xiamen 361000China Chalmers University of Technology Gothenburg 41296Sweden Department of Mechanical Systems Engineering Nagoya UniversityNagoya 464-8603Japan

Techniques for predicting the trajectory of vulnerable road users are important to the development of perception systems for autonomous vehicles to avoid *** most effective trajectory prediction methods,such as Social-LSTM,are often used to predict pedestrian trajectories in normal passage ***,they can produce unsatisfactory prediction results and data redundancy,as well as difficulties in predicting trajectories using pixel-based coordinate systems in collision avoidance *** is also a lack of validations using real vehicle-to-pedestrian *** address these issues,some insightful approaches to improve the trajectory prediction scheme of Social-LSTM were proposed,such methods included transforming pedestrian trajectory coordinates and converting image coordinates to world *** YOLOv5 detection model was introduced to reduce target loss and improve prediction *** DeepSORT algorithm was employed to reduce the number of target transformations in the tracking *** Perspective Transformation(IPT)and Direct Linear Transformation(DLT)theories were combined to transform the coordinates to world coordinates,identifying the collision location where the accident could *** performance of the proposed method was validated by training tests using MS COCO(Microsoft Common Objects in Context)and ETH/UCY *** results showed that the target detection accuracy was more than 90%and the prediction loss tends to decrease with increasing training steps,with the final loss value less than 1%.The reliability and effectiveness of the improved method were demonstrated by benchmarking system performance to two video recordings of real pedestrian accidents with different lighting conditions.

关键词： vehicle-to-pedestrian collisions pedestrian trajectory prediction YOLOvB DeepSORT Social-LSTM

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用于旋翼飞机开发研究的多分野解析框架

Transactions of Nanjing University of Aeronautics and Astronautics 2024年第1期41卷 43-52页

作者： TANABE Yasutada SUGAWARA hideaki KIMURA Keita 日本宇宙航空研究开发机构航空技术部日本东京181-0015

介绍了日本宇宙航空研究开发机构研发的用于旋翼飞机的多分野解析框架。Heli Design是在各种旋翼飞机初期概念设计时使用的软件;rFlight可以提供在各种飞行条件下的平衡解析和线性化飞行模型;rBET/RMT是基于叶片要素理论的低保真度空力... 详细信息

介绍了日本宇宙航空研究开发机构研发的用于旋翼飞机的多分野解析框架。Heli Design是在各种旋翼飞机初期概念设计时使用的软件;rFlight可以提供在各种飞行条件下的平衡解析和线性化飞行模型;rBET/RMT是基于叶片要素理论的低保真度空力解析软件,和rMode提供的结构模型结合,可以推测旋转翼的弹性变形和各种飞行条件下的空力负载;rFlow3D是基于CFD计算的高保真度数值模拟软件;rGrid系列自动网格构造工具为其提供简单的网格生成;基于rFlow3D的计算结果,r Noise可以预测在任何观测点的噪声。这些软件已经广泛地被应用在各种新型旋翼飞机的开发研究中,其计算精度也已被各种实验结果所应证。

关键词：旋翼飞机多分野解析高保真模拟设计工具

Synergy of Prediction Rule and Total Synthesis in Solving the Stereochemical Puzzle of Valactamides

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Precision Chemistry 2024年第3期2卷 120-126页

作者： Tao Zhang Jiaxuan Feng hideaki Oikawa Yian Guo Tao Ye State Key Laboratory of Chemical Oncogenomics Peking University Shenzhen Graduate SchoolShenzhen 518055China Innovation Center of Marine Biotechnology and Pharmaceuticals School of Biotechnology and Health SciencesWuyi UniversityJiangmen 529020China QianYan(Shenzhen)Pharmatech.Ltd. Shenzhen 518172China

Natural products with diverse functional groups and stereo-genic centers have inspired therapeutics and underpin the modern drug discovery *** three-dimensional molecular structures need to be unambiguously determined in order to be realized as clinical candidates or to achieve further activity-guided structural *** recent advances in spectroscopic methods have made it possible for researchers to determine the structures of microgram samples of complex natural products,there is no universally accepted method for determining the relative and absolute configuration of a naturally occurring *** report the determination of the full stereostructure of valactamide A,an eight-stereogenic-center-containing fungal metabolite by the synergy of prediction rule-guided analysis and chemical *** expedient total synthesis resulted in unambiguous verification of the predicted stereochemistry for valactamide A.

关键词： stereochemistry configuration prediction total synthesis valactamide A

Current perspectives of viral hepatitis

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World Journal of Gastroenterology 2024年第18期30卷 2402-2417页

作者： Daisuke Usuda Yuki Kaneoka Rikuo Ono Masashi Kato Yuto Sugawara Runa Shimizu Tomotari Inami Eri Nakajima Shiho Tsuge Riki Sakurai Kenji Kawai Shun Matsubara Risa Tanaka Makoto Suzuki Shintaro Shimozawa Yuta Hotchi Ippei Osugi Risa Katou Sakurako Ito Kentaro Mishima Akihiko Kondo Keiko mizuno Hiroki Takami Takayuki Komatsu Tomohisa Nomura Manabu Sugita Department of Emergency and Critical Care Medicine Juntendo University Nerima HospitalNerima 177-8521TokyoJapan Department of Sports Medicine Faculty of MedicineJuntendo UniversityBunkyo 113-8421TokyoJapan

Viral hepatitis represents a major danger to public health,and is a globally leading cause of *** five liver-specific viruses:Hepatitis A virus,hepatitis B virus,hepatitis C virus,hepatitis D virus,and hepatitis E virus,each have their own unique epidemiology,structural biology,transmission,endemic patterns,risk of liver complications,and response to antiviral *** remain few options for treatment,in spite of the increasing prevalence of viral-hepatitiscaused liver ***,chronic viral hepatitis is a leading worldwide cause of both liver-related morbidity and mortality,even though effective treatments are available that could reduce or prevent most patients’*** 2016,the World Health Organization released its plan to eliminate viral hepatitis as a public health threat by the year 2030,along with a discussion of current gaps and prospects for both regional and global eradication of viral ***,treatment is sufficiently able to prevent the disease from reaching advanced ***,future therapies must be extremely safe,and should ideally limit the period of treatment necessary.A better understanding of pathogenesis will prove beneficial in the development of potential treatment strategies targeting infections by viral *** review aims to summarize the current state of knowledge on each type of viral hepatitis,together with major innovations.

关键词： Hepatitis A virus Hepatitis B virus Hepatitis C virus Hepatitis D virus Hepatitis E virus Current perspectives

PROFESSOR BRITTON CHANCE AND THE EARLY TIMES HE LIVED

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Journal of Innovative Optical Health Sciences 2011年第3期4卷 215-219页

作者： hideaki KOIZUMI Hitachi Ltd.

*** Professor Britton Chance passed away on November 16,*** on July 24,1913,he was 97 years old when he died.I was honored to have had the opportunity to meet Professor Chance and have friendly conversation at the ear... 详细信息

关键词： Chance passed conversation

A Novel Sterilization Method Using Pulsed Discharge Plasma

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Chinese Physics Letters 1998年第1期15卷 41-42页

作者： WANG Xi-lu Akira mizuno Shijin Katsura Department of Ecological Engineering Toyohashi University of TechnologyTempaku-choToyohashi441Japan Institute of Electrostatics Northeast Normal UniversityChangchun 130024

Pulsed discharge plasma(PDP)has been used to kill bacteria and the curves of the survival rate of bacteria against treatment time are *** structural change in the cell membrane is caused by PDP and the cell is thus **... 详细信息

关键词： PDP Plasma treatment

Cellular response against cytosolic leakage of mitochondrial DNA: insights into the pathology of Parkinson’s disease

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Neural Regeneration Research 2022年第12期17卷 2682-2684页

作者： Akiko Sakai hideaki Matsui Department of Neuroscience of Disease Brain Research InstituteNiigata UniversityNiigataJapan

Mitochondria are important organelles for cellular metabolism and homeostasis,and their abnormalities are implicated in various *** mitochondria originate from protobacterium,their components are easily recognized by pathogen sensors called pattern-recognition receptors as foreign substances in the *** is prominent for mitochondrial DNA(mtDNA)which has different properties from nuclear DNA,such as low,if any,methylation status,vulnerability to oxidation due to the proximity to the oxidative phosphorylation machinery,and its circular *** studies indicate that perturbations in mitochondrial function and homeostasis cause mtDNA to leak into the cytoplasm,where it triggers the innate immune response(West and Shadel,2017).Although inflammatory response is a cellular strategy to resist viral infections,it can also lead to undesirable outcomes by damaging own cells and tissues.

关键词： homeostasis metabolism insight