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Identifying private pumping wells in a land subsidence area in Taiwan using deep learning technology and street view images

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Journal of Hydrology: Regional Studies 2024年 51卷

作者： Huang, Chun-Wei Yau, Si Ying Kuo, Chiao-Ling Kuan, Tsai-Yu Lin, Si-Yu Tsou, Ching-Shih Ni, Chuen-Fa Lin, Yuan-Chien Chang, Liang-Cheng General Education Center Ming Chi University of Technology New Taipei City 243303 Taiwan Department of Geography National Taiwan University Taipei 10617 Taiwan Graduate Institute of Applied Geology National Central University Zhongli District Taoyuan City 320317 Taiwan Research Center for Humanities and Social Sciences Academia Sinica Taipei 115024 Taiwan Interdisciplinary Practical Elite Program College of Environment and Resources Ming Chi University of Technology New Taipei City 24301 Taiwan BES Engineering Corporation Taipei 105412 Taiwan Institute of Information and Decision Sciences National Taipei University of Business Taipei City 10051 Taiwan Department of Civil Engineering National Central University No. 300 Zhongda Rd. Zhongli District Taoyuan City 32001 Taiwan Department of Civil Engineering National Yang Ming Chiao Tung University Hsinchu City 300093 Taiwan

Study region: The Choushui River Fan, Taiwan. Study focus: Groundwater overdraft has led to not only groundwater depletion but also environmental disasters, such as subsidence and seawater intrusion in the Choushui River Alluvial Fan, Taiwan. The influence of land subsidence is gradually shifting from the coast to the center of the fan and threatening Taiwan high-speed rail. However, it remains a great challenge to manage and model the groundwater aquifer due to numerous unregulated wells. This study maps and locates private wells using deep learning technologies. We trained and validated convolutional-based deep learning neural networks (DNNs), using street view images. We applied the DNNs to a land subsidence area along the Taiwan high-speed rail, termed the Golden Corridor in Taiwan. The results showed that DNNs can recognize pumping wells with at least 90% accuracy. The testing cases showed their capability to recall all the pumping wells in three road segments along the Golden Corridor. Finally, we spatially estimated potential pumping of a subsidence area using the fine-trained DNNs. New hydrological insights for the region: Given the prevalence of unknown private pumping in the Choushui River Fan, our image data-driven computer vision approach not only eases labor-intensive private well investigations but also advances hydrologic understanding for groundwater modeling. We enhance comprehension of unknown sinks and provide their spatial distribution to improve groundwater modeling. © 2023 The Authors

关键词： Computer vision Freshwater Governance Groundwater Water supply

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Basic study on effects of water content on printing paper on equivalent thermal conductivity

Basic study on effects of water content on printing paper on...

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Printing for Fabrication 2018: Materials, Applications, and Processes, NIP 2018

作者： Fukue, Takashi Terao, Hirotoshi Hirose, Koichi Wauke, Tomoko Hoshino, Hisashi Sato, Koji Endo, Mayu Practical Engineering Education Program Kanazawa Institute of Technology Nonoichi Japan ALPS Electric Co. Ltd Osaki Japan Department of Systems Innovation Engineering Iwate University Morioka Japan Graduate School of Iwate University Morioka Japan

ISBN: (纸本)9780892083367

This paper describes a relationship between a water content of printing paper and an equivalent thermal conductivity that affects to printing quality of printers using the heat such as laser printers and direct thermal printers. Our study targets to describe the relationship between the water content and the thermal conduction in the printing process. Especially in this report, we firstly investigated a relationship between the humidity around the paper and the change of the water content of the thermal paper. The dried thermal paper was mounted in the constant temperature and humidity chamber and the time history of the change of the paper weight was measured by using the precision balance. It is found that the water content of the thermal paper is dependent on the humidity. However, even if the humidity around the paper is changed, the water content of the paper is rapidly saturated according to the humidity. Therefore, from the viewpoint of the thermal design of the printing process, the transient change of the water content of the paper may not become important against the value of the humidity itself. In addition, the relationship between the water content of the paper and the thermal conductivity was investigated through a combination of the 1-dimensional thermal conduction experiment in the constant temperature and humidity chamber with the thermal network analysis. © 2018 Society for Imaging Science and Technology.

关键词： Printing presses

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A preliminary study on the role of personal history of infectious and parasitic diseases on self-reported health across countries

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Public Health 2025年 242卷 220-227页

作者： Pfuhl, Gerit Prazeres, Filipe Kowal, Marta Aavik, Toivo Abad-Villaverde, Beatriz Afhami, Reza Aguilar, Leonardo Akello, Grace Al-Shawaf, Laith Antfolk, Jan Atama, Chiemezie S. Duyar, Derya Atamturk Baiocco, Roberto Balım, Sercan Batres, Carlota Belkacem, Yakhlef Besson, Théo Bode, Adam Boğa, Merve Boudesseul, Jordane Boussena, Mahmoud Brahim, Hamdaoui Burduli, Nana Can, Ali R. Cetinkaya, Hakan Chirumbolo, Antonio Chubinidze, Dimitri Cornec, Clément Dinić, Bojana M. Dural, Seda Duyar, Izzet Ebimgbo, Samuel O. Etchezahar, Edgardo Fedor, Peter Frackowiak, Tomasz Frederick, David A. Galasinska, Katarzyna García, Felipe E. Yepes, Talia Gomez Grigoryev, Dmitry Guemaz, Farida Hromatko, Ivana Ikizer, Gözde Janssen, Steve M. J. Kamburidis, Julia A. Kavčič, Tina Kervyn, Nicolas Khan, Farah Kobylarek, Aleksander Koyuncu, Mehmet Kunisato, Yoshihiko Lacko, David Landa-Blanco, Miguel Lidborg, Linda H. Lins, Samuel Mandzyk, Tetyana Mari, Silvia Marot, Tiago A. Martinez-Banfi, Martha Mattiassi, Alan D. A. Mayorga-Lascano, Marlon Mebarak, Moises Meskó, Norbert Miccoli, Maria Rosa Mikuličiūtė, Vita Milfont, Taciona L. Mišetić, Katarina Morelli, Mara Natividade, Jean C. Ndukaihe, Izuchukwu L. G. Novaes, Felipe Omar, Salma S. Fauzee, Mohd Sofian Omar Otterbring, Tobias Özener, Barış Ozer, Simon Park, Ju Hee Banai, Irena Pavela Pazhoohi, Farid Perun, Mariia Pírko, Martin Pirtskhalava, Ekaterine Pisanski, Katarzyna Plohl, Nejc Ponnet, Koen Prokop, Pavol Ribeiro, Matheus F. F. Rosário, Frederico Şahin, Ayşegül Sahli, Fatima Zahra Šakan, Dušana Senyk, Oksana Siepelmeyer, Henrik Ribeiro da Silva, Diana Singh, Sangeeta Solak, Çağlar Söylemez, Sinem Studzinska, Anna Tan, Chee-Seng Topanova, Gulmira T. Bulut, Merve Topcu Toplu-Demirtaş, Ezgi Trémolière, Bastien Tulyakul, Singha Ungaretti, Joaquín Valentova, Jaroslava V. Varella, Marco A.C. Vintila, Mona Volkodav, Tatiana Wlodarczyk, Anna Yeh, Yao-Yuan Yoo, Gyesook Zerhouni, Oulmann Zumárraga-Espinosa, Marcos Zupančič, Maja Sorokowski, Piotr Department of Psychology NTNU Norway Faculty of Health Sciences University of Beira Interior Portugal Family Health Unit Beira Ria Portugal RISE-Health MEDCIDS Faculty of Medicine of the University of Porto Portugal IDN Being Human Lab Institute of Psychology University of Wrocław Poland Institute of Psychology University of Tartu Estonia Faculty of Education and Humanities Universidad Nacional Pedro Henríquez Ureña Dominican Republic Department of Art Studies Tarbiat Modares University Iran School of Psychology Central University of Venezuela Bolivia Faculty of Medicine Department of Mental Health Gulu University Uganda Department of Psychology University of Colorado United States Center for Cognitive Archeology University of Colorado United States Institute for Advanced Study in Toulouse France Faculty of Arts Psychology and Theology Åbo Akademi University Finland Department of Sociology & Anthropology University of Nigeria Nigeria Department of Anthropology İstanbul University Turkey Department of Developmental and Social Psychology Sapienza University of Rome Italy Department of Psychology Bursa Technical University Turkey Department of Psychology Franklin and Marshall College United States Ecole Normale Supérieure Assia DJEBBAR de Constantine Algérie Algeria Laboratoire de Psychologie Sociale Université Paris Cité France School of Archaeology and Anthropology ANU College of Arts and Social Sciences Australian National University Australia Department of Psychology Bursu Uludag University Turkey Laboratoire Parisien de Psychologie Sociale Psychologie Sociale des Comportements et des Cognitions Univ. Paris Nanterre France Instituto de Investigación Científica Universidad de Lima Peru Department of Psychology and Educational Sciences University of Mohamed Lamine Debaghine Setif2 Algeria Département of Sociologie Ibn Tofaïl University Morocco Department of Psychology University of Georgia Georgia Department of Anthropology Hatay Mustafa Kemal Universi

Objectives: Infectious diseases are often associated with decline in quality of life. The aim of this study is to analyze the relationship between personal history of communicable, i.e., infectious and parasitic diseases and self-rated health. Study design: Secondary analysis of a large dataset multi-country observational study. Methods: We used a four-pronged analysis approach to investigate whether personal history of infectious and parasitic diseases is related to self-reported health, measured with a single item. Results: Three of the four analyses found a small positive effect on self-reported health among those reporting a history of pathogen exposure. The meta-analysis found no support but large heterogeneity that was not reduced by two classifications of countries. Conclusion: Personal history of infectious and parasitic diseases does not reduce self-reported health across a global sample. © 2025 The Authors

关键词： Communicable diseases Global health Mental health Multiverse analysis

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STRUCTURE AND VISCOELASTIC PROPERTIES OF POLY(ETHER BLOCK AMIDE) THERMOPLASTIC ELASTOMERS WITHOUT ESTER LINKAGE

STRUCTURE AND VISCOELASTIC PROPERTIES OF POLY(ETHER BLOCK AM...

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EIGHTH INTERNATIONAL SYMPOSIUM ON engineering PLASTICS (EP2017)

作者： Shuichi MAEDA Hiroshi OKUSHITA Advanced Science and Innovational Research Center Organization for Research InitiativesYamaguchi University Practical Engineering Education Program Academic Foundations ProgramsKanazawa Institute of Technology

*** Typical thermoplastic elastomers(TPE)have micro-separated morphologies due to thermodynamic incompatibility between hard and soft segments and the mechanical properties of TPE are known to depend on their *** inve... 详细信息

关键词： ADA ETHER BLOCK AMIDE STRUCTURE AND VISCOELASTIC PROPERTIES OF POLY THERMOPLASTIC ELASTOMERS WITHOUT ESTER LINKAGE

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Hearing loss prevalence and years lived with disability, 1990-2019: Findings from the Global Burden of Disease Study 2019

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The Lancet 2021年第10278期397卷 996-1009页

作者： Haile, Lydia M. Kamenov, Kaloyan Briant, Paul Svitil Orji, Aislyn U. Steinmetz, Jaimie D. Abdoli, Amir Abdollahi, Mohammad Abu-Gharbieh, Eman Afshin, Ashkan Ahmed, Haroon Rashid, Tarik Ahmed Akalu, Yonas Alahdab, Fares Alanezi, Fahad Mashhour Alanzi, Turki M. Al Hamad, Hanadi Ali, Liaqat Alipour, Vahid Al-Raddadi, Rajaa M. Amu, Hubert Arabloo, Jalal Arab-Zozani, Morteza Arulappan, Judie Ashbaugh, Charlie Atnafu, Desta Debalkie Babar, Zaheer-Ud-Din Baig, Atif Amin Banik, Palash Chandra Bärnighausen, Till Winfried Barrow, Amadou Bender, Rose G. Bhagavathula, Akshaya Srikanth Bhardwaj, Nikha Bhardwaj, Pankaj Bibi, Sadia Bijani, Ali Burkart, Katrin Cederroth, Christopher R. Charan, Jaykaran Choudhari, Sonali Gajanan Chu, Dinh-Toi Couto, Rosa A.S. Dagnew, Amare Belachew Dagnew, Baye Dahlawi, Saad M.A. Dai, Xiaochen Dandona, Lalit Dandona, Rakhi Desalew, Assefa Dhamnetiya, Deepak Dhimal, Mandira Lamichhane Dhimal, Meghnath Doyle, Kerrie E. Duncan, Bruce B. Ekholuenetale, Michael Filip, Irina Fischer, Florian Franklin, Richard Charles Gaidhane, Abhay Motiramji Gaidhane, Shilpa Gallus, Silvano Ghamari, Farhad Ghashghaee, Ahmad Ghozali, Ghozali Gilani, Syed Amir Glǎvan, Ionela-Roxana Golechha, Mahaveer Goulart, Barbara Niegia Garcia Gupta, Veer Bala Gupta, Vivek Kumar Hamidi, Samer Hammond, Billy Randall Hay, Simon I. Hayat, Khezar Heidari, Golnaz Hoffman, Howard J. Hopf, Kathleen Pillsbury Hosseinzadeh, Mehdi Househ, Mowafa Hussain, Rabia Hwang, Bing-Fang Iavicoli, Ivo Ibitoye, Segun Emmanuel Ilesanmi, Olayinka Stephen Irvani, Seyed Sina Naghibi Islam, Sheikh Mohammed Shariful Iwagami, Masao Jacob, Louis Jayapal, Sathish Kumar Jha, Ravi Prakash Jonas, Jost B. Kalhor, Rohollah Al-Salihi, Nawzad Kameran Kandel, Himal Kasa, Ayele Semachew Kayode, Gbenga A. Khalilov, Rovshan Khan, Ejaz Ahmad Khatib, Mahalaqua Nazli Kosen, Soewarta Koyanagi, Ai Kumar, G. Anil Landires, Ivan Lasrado, Savita Lim, Stephen S. Liu, Xuefeng Lobo, Stany W. Lugo, Alessandra Makki, Alaa Mendoza, Walter Mersha, Amanual Getnet Mihretie, Kebadnew Mulatu Institute for Health Metrics and Evaluation University of Washington Seattle WA United States Department of Noncommunicable Diseases World Health Organization (WHO) Geneva Switzerland Department of Parasitology and Mycology Jahrom University of Medical Sciences Jahrom Iran The Institute of Pharmaceutical Sciences (TIPS) Tehran University of Medical Sciences Tehran Iran School of Pharmacy Tehran University of Medical Sciences Tehran Iran Clinical Sciences Department University of Sharjah Sharjah United Arab Emirates Department of Health Metrics Sciences School of Medicine University of Washington Seattle WA United States Department of Biosciences COMSATS Institute of Information Technology Islamabad Pakistan Department of Computer Science and Engineering University of Kurdistan Hewler Erbil Iraq Department of Medical Physiology University of Gondar Gondar Ethiopia Mayo Evidence-based Practice Center Mayo Clinic Foundation for Medical Education and Research Rochester MN United States Imam Abdulrahman Bin Faisal University Dammam Saudi Arabia Health Information Management and Technology Department Dammam Saudi Arabia Geriatric and Long Term Care Department Hamad Medical Corporation Doha Qatar Rumailah Hospital Hamad Medical Corporation Doha Qatar Department of Biological Sciences National University of Medical Sciences (NUMS) Rawalpindi Pakistan Health Management and Economics Research Center Tehran Iran Department of Community Medicine King Abdulaziz University Jeddah Saudi Arabia Department of Population and Behavioural Sciences University of Health and Allied Sciences Ho Ghana Social Determinants of Health Research Center Birjand University of Medical Sciences Birjand Iran Department of Maternal and Child Health Sultan Qaboos University Muscat Oman Department of Health System and Health Economics Bahir Dar University Bahir Dar Ethiopia Department of Pharmacy University of Huddersfield Huddersfield United Kingdom Unit of Biochemistry Universiti

Background: Hearing loss affects access to spoken language, which can affect cognition and development, and can negatively affect social wellbeing. We present updated estimates from the Global Burden of Disease (GBD) study on the prevalence of hearing loss in 2019, as well as the condition's associated disability. Methods: We did systematic reviews of population-representative surveys on hearing loss prevalence from 1990 to 2019. We fitted nested meta-regression models for severity-specific prevalence, accounting for hearing aid coverage, cause, and the presence of tinnitus. We also forecasted the prevalence of hearing loss until 2050. Findings: An estimated 1·57 billion (95% uncertainty interval 1·51–1·64) people globally had hearing loss in 2019, accounting for one in five people (20·3% [19·5–21·1]). Of these, 403·3 million (357·3–449·5) people had hearing loss that was moderate or higher in severity after adjusting for hearing aid use, and 430·4 million (381·7–479·6) without adjustment. The largest number of people with moderate-to-complete hearing loss resided in the Western Pacific region (127·1 million people [112·3–142·6]). Of all people with a hearing impairment, 62·1% (60·2–63·9) were older than 50 years. The Healthcare Access and Quality (HAQ) Index explained 65·8% of the variation in national age-standardised rates of years lived with disability, because countries with a low HAQ Index had higher rates of years lived with disability. By 2050, a projected 2·45 billion (2·35–2·56) people will have hearing loss, a 56·1% (47·3–65·2) increase from 2019, despite stable age-standardised prevalence. Interpretation: As populations age, the number of people with hearing loss will increase. Interventions such as childhood screening, hearing aids, effective management of otitis media and meningitis, and cochlear implants have the potential to ameliorate this burden. Because the burden of moderate-to-complete hearing loss is concentrated in countries with low health-ca

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Causes of blindness and vision impairment in 2020 and trends over 30 years, and prevalence of avoidable blindness in relation to VISION 2020: the Right to Sight: an analysis for the Global Burden of Disease Study (vol 2, pg 144, 2021)

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LANCET GLOBAL HEALTH 2021年第4期9卷 E408-E408页

作者： Steinmetz, Jaimie D. Vision and Eye Research Institute Anglia Ruskin University Cambridge United Kingdom Biomedical Informatics Seoul National University Hospital Seoul South Korea Institute for Health Metrics and Evaluation University of Washington Seattle WA United States Department of Health Metrics Sciences School of Medicine University of Washington Seattle WA United States Institute of Health Services Research Yonsei University Seoul South Korea Department of Ophthalmology University of Washington Seattle WA United States Department of Mathematics Imperial College London London United Kingdom WHO Collaborating Centre for Public Health Education and Training Imperial College London London United Kingdom Department of Primary Care and Public Health Imperial College London London United Kingdom School of Population and Global Health University of Melbourne Carlton VIC Australia School of Optometry and Vision Science UNSW Sydney NSW Australia Brien Holden Vision Institute Sydney Australia Department of Ophthalmology University of Adelaide Adelaide SA Australia Department of Parasitology and Mycology Jahrom University of Medical Sciences Jahrom Iran Department of Clinical Sciences University of Sharjah Sharjah United Arab Emirates Ophthalmic Research Center Shahid Beheshti University of Medical Sciences Tehran Iran Department of Ophthalmology Shahid Beheshti University of Medical Sciences Tehran Iran Research Institute for Endocrine Sciences Shahid Beheshti University of Medical Sciences Tehran Iran Ophthalmic Epidemiology Research Center Shahid Beheshti University of Medical Sciences Tehran Iran Health Services Management Department Qazvin University of Medical Sciences Qazvin Iran Department of Systems Populations and Leadership University of Michigan Ann Arbor MI United States Department of Medicine Sofia Ismail Memorial Medical Centre Bogura Bangladesh The Fred Hollows Foundation Sydney NSW Australia Berhan Public Health & Eye Care Consultancy Addis A

Hospital El Salvador: a novel paradigm of intensive care in response to COVID-19 in central America. Lancet Glob Health 2021;9: e241?42?In this Comment, the conflict of interest statement should have included the following: ?By virtue of their roles within a public hospital or the Ministry of Health, MB, LC, WH, and XS are government employees. The findings and conclusions in the Comment are only those of the authors.? This correction has been made as of Feb 26, 2021.

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Development of a digital intellectual property library for engineering design education

Development of a digital intellectual property library for e...

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作者： Matsuishi, Masakatsu Kim, Youngjong Practical Engineering Education Program Kanazawa Institute of Technology Nonoichi Japan Humanities and Social Science Program Kanazawa Institute of Technology Nonoichi Japan

ISBN: (纸本)9788988678381

The Kanazawa Institute of Technology (KIT) began incorporating intellectual property (IP) education into engineering design courses in 2003. Students are given an overview of basic IP concepts and practice surveying patents through the online IP Library of the Japan Patent Office. In 2009 KIT developed an internal IP digital library, named KIT-IPDL. The content for this system comes from completed student design projects. The KIT-IPDL system has now accumulated approximately 4000 design solutions, all developed by KIT students. Students can log in and inspect the design solutions of previous students to help them develop better ideas. It was found that IP education using the KIT-IPDL system enables students to acquire knowledge and skills necessary for IP asset management. © 2011 AICIT.

关键词： Students

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Development of a digital intellectual property library for engineering design education

Development of a digital intellectual property library for e...

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International Conference on Next Generation Information Technology (ICNIT)

作者： Masakatsu Matsuishi Youngjong Kim Practical Engineering Education Program Kanazawa Institute of Technology Nonoichi Japan Humanities and Social Science Program Kanazawa Institute of Technology Nonoichi Japan

关键词： Patents education Libraries Indexes Asset management

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Hands-on training for chemistry laboratory in a ubiquitous computing environment

Hands-on training for chemistry laboratory in a ubiquitous c...

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2008 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, SUTC 2008

作者： Sakamoto, Mune-Aki Matsuishi, Masakatsu Department of Applied Chemistry Collage of Bioscience and Chemistry Kanazawa Institute of Technology Japan Academic Foundations Programs Practical Engineering Education Program Kanazawa Institute of Technology Japan

ISBN: (纸本)9780769531588

To build an ubiquitous and interactive practical-learning environment in science laboratory at advanced education, educational materials will consist of a large amount of electronic data. With the increase of information in the materials, volumes of data become huge and bandwidth of the network would be oppressed. In order to advance a practical approach, we have to make clear a condition of compatibility between data size and educational effect of the materials. In this paper, we shed a light on minimum requirements for e-Learning in chemistry laboratory. A relationship between degree of understanding and quality of video materials were investigated using a sample of 1023 first year university students in 8 classes in Japan. Although the students discriminate a frame rate of a video material, they recognized handling and peripheral operation in chemistry laboratory on all rates. © 2008 IEEE.

关键词： Students

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Hands-On Training for Chemistry Laboratory in a Ubiquitous Computing Environment

Hands-On Training for Chemistry Laboratory in a Ubiquitous C...

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IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing

作者： Mune-aki Sakamoto Masakatsu Matsuishi Department of Applied Chemistry Collage of Bioscience and Chemistry Kanagawa Institute of Technology Japan Department of Applied Chemistry Kanazawa Institute of Technology Japan Practical Engineering Education Program Kanazawa Institute of Technology Japan

ISBN: (纸本)9780769531588;9780769534114

To build an ubiquitous and interactive practical-learning environment in science laboratory at advanced education, educational materials will consist of a large amount of electronic data. With the increase of information in the materials, volumes of data become huge and bandwidth of the network would be oppressed. In order to advance a practical approach, we have to make clear a condition of compatibility between data size and educational effect of the materials. In this paper, we shed a light on minimum requirements for e-Iearning in chemistry laboratory. A relationship between degree of understanding and quality of video materials were investigated using a sample of 1023 first year university students in 8 classes in Japan. Although the students discriminate a frame rate of a video material, they recognized handling and peripheral operation in chemistry laboratory on all rates.

关键词： Chemistry Ubiquitous computing Biological materials Laboratories Video compression Chemical technology educational technology Bandwidth Layout Chemical and biological sensors

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