Korea-related Sessions in 2011 AAG

Sessions:
3442 Establishing Identity of Geographic Features: A Special Focus on Controversies in Naming the Sea between Korea and Japan, Thursday 4/14/11, from 12:40 PM – 2:20 PM
3656 Maps and Society for the 21st Century, Thursday, 4/14/11, from 4:40 PM – 6:20 PM
4118 Topics in Korean Political and Economic Geographies, Friday, 4/15/11, from 8:00 AM – 9:40 AM
4218 Cartographic Representation of Korea, Friday, 4/15/11, from 10:00 AM – 11:40 AM
Papers:
Gi-Choul Ahn* – Snohomish County Public Works, Andre Coleman – Battelle Pacific Northwest National Laboratory, Jerry Tagestad – Battelle Pacific Northwest National Laboratory, Andy Haas – Snohomish County Public Works, Mike Rustay – Snohomish County Public Works, Ben Dittbrenner – Snohomish County Public Works, Washington, Hahn Chul Jung – School of Earth Sciences, Ohio State University, Darla Boyer – Tulalip Tribes, Wetland Mapping of Snohomish County, GEOBIA/OBIA (Geo-Object Based Image Analysis) Applications (Section B), Tuesday, 4/12/11 at 14:40 PM.
Hyowon Ban* – California State University, Long Beach, Ola Ahlqvist – The Ohio State University, Geographical Counterpoint: Understanding Choreographic Information Using Spatio-Temporal Analysis and Geovisualization, The Role of Advanced Computational Tools in Visualizing Spatiotemporal Complexity, Wednesday, 4/13/11 at 12:40 PM.
Heejun Chang* – Portland State University, Cale Garrett – Portland State University, Pat Gober – Arizona State University, Space and time analysis of urban water demand in a changing climate, Climate, Land Use, and Water Sustainability in Urban Environments, Tuesday, 4/12/11 at 16:40 PM.
CHANG YANG-YI* – Tohoku University, Spatial Characteristics on Age Groups in Regional Central Cities of South Korea and Japan, Urban Geography, Thursday, 4/14/11 at 10:00 AM.
So-Min Cheong* – University of Kansas, The Hebei-Spirit Oil Spill Compensation and the Role of Government, Human Dimensions of Oil Spills, Wednesday, 4/13/11 at 12:40 PM.
Sang-Hyun Chi* – University of Illinois at Urbana-Champaign, Colin Flint – University of Illinois at Urbana-Champaign, The End of History and the Lonely Superpower? The Political Geography of UN Voting Alignment with the Political Preferences of the United States, Political and Institutional Influence on Geopolitical Framings, Wednesday, 4/13/11 at 8:00 AM.
Jiyoung Park – University at Buffalo, The State University of New York, Joongkoo Cho* – University of Southern California, Adam Rose – University of Southern California, Modeling a Major Source of Economic Resilience to Disasters: Recapturing Lost Production, Double Exposures and Intersecting Crises I: Climate change, hazards and economic crisis, Tuesday, 4/12/11 at 14:40 PM.
Byung-Doo Choi* – Daegu University, Neoliberalization of Nature and Green Growth Strategy in Korea,Topics in Korean Political and Economic Geographies, Friday, 4/15/11 at 8:00 AM.
Eunyoung Christina Choi* – University of British Columbia, Confession, Compassion, and Commitment: Doing Geography with Anguish, Compassion and Anguish, Wednesday, 4/13/11 at 12:40 PM.
Jinmu Choi* – Sangmyung Univsersity, Jongduck Park – Sangmyung University, Flooding Event and Evacuation Path Decision, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Goeun Lee – Seoul National University, Kun-Bae Yu – Seoul National University, Jongnam Choi* – Western Illinois University, Climate Changes in North Korea, Climate Change, Wednesday, 4/13/11 at 10:00 AM.
Moo Young Choi* – Seoul National University, Keumsook Lee – Sungshin University, Segun Goh – Seoul National University, Jong Soo Park – Sungshin University, Woo-Sung Jung – Pohang University of Science and Technology, Master equation approach to the subway passenger flow, Spatio-Temporal and GIS Analysis of Traffic On, Above, and Below Ground, Friday, 4/15/11 at 16:40 PM.
Ulrike Galasinski – University of Wisconsin-Milwaukee, Woonsup Choi* – University of Wisconsin-Milwaukee, Chulsue Hwang – Kyung Hee University, Spatial and Temporal Relationship between Groundwater Level and Urban Growth: Waukesha County, Wisconsin, Anthropogenic environmental changes and groundwater, Saturday, 4/16/11 at 12:00 PM.
Young Rae Choi* – Ohio State University, Marine Protected Area (MPA) in Korea: A story of resistance, rejection and implementation, Marine and Coastal Managment, Saturday, 4/16/11 at 12:00 PM.
Sungjae Choo* – Kyung Hee University, The Production of Urban Space and Appropriation Activity: A Case of Mullae Art Village in Seoul, Art in the City, Thursday, 4/14/11 at 16:40 PM.
Yongwan Chun* – The University of Texas at Dallas, Analyzing Space-Time Crime Incidents Using Eigenvector Spatial Filtering: An Application of a Citywide Property Crime, Applications of Spatial-temporal Analysis in GIScience, Wednesday, 4/13/11 at 16:40 PM.
Lisa Kim Davis* – UCLA, Economic Difference, Housing, and the Insurgencies of Staying Put, Diverse Economies of Dwelling II, Thursday, 4/14/11 at 10:00 AM.
Doug Gress* – Seoul National University, Jeeyon Paek, Ehwa Womans University, Differential Spaces in Korean Places? Feminist Geography and Female Managers in South Korea, Topics in Korean Political and Economic Geographies, Friday, 4/15/11 at 8:00 AM.
Alan T. Murray , Insu Hong* – GeoDa Center for Geospatial Analysis and Computation, School of Geographical Sciences and Urban Planning, Arizona State University, Ran Wei , Comparison Techniques for Solving an Implicit Coverage Model, Spatial Analysis and Volunteered Geographic Information (VGI), Friday, 4/15/11 at 8:00 AM.
Kyung In Huh* – The Ohio State University, Bryan G Mark – The Ohio State University, Changes of topographic context of glaciers in the tropical Peruvian Andes: some case studies over Cordillera Blanca, Water and Climate Change in Mountain Regions 2, Friday, 4/15/11 at 10:00 AM.
Chulsue Hwang* – Kyung Hee University, How to Evaluate the Socio-economic Value of the National Project of New Cadastral Maps, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Myunghwa Hwang* – GeoDaCenter at Arizona State University, Luc Anselin – GeoDaCenter at Arizona State University, Evaluating Usability of A Web Application for Local Spatial Autocorrelation Analysis, Open Source Tools in GISc Research and Education (I), Tuesday, 4/12/11 at 12:40 PM.
Jin-Tae Hwang* – Seoul National University, The Impacts of Local Growth Coalitions and their Politics of Scale on the Formative Process of a Global City, Seoul: The Case of Dongdaemun Design Plaza & Park Project, Topics in Korean Political and Economic Geographies, Friday, 4/15/11 at 8:00 AM.
Jungho Im* – SUNY ESF, Jinyoung Rhee – SUNY ESF, Lindi Quackenbush – SUNY ESF, Remote Sensing of Porous Pavement: An Impervious Surface Mapping Perspective, Remote Sensing Methods and Approaches 1, Wednesday, 4/13/11 at 12:40 PM.
Sung-Gheel Jang* – Cleveland State University, Exploring data from citizen-based bird survey using Web 2.0 mashup and open source GIS tools, Open Source Tools in GISc Research and Education (I), Tuesday, 4/12/11 at 12:40 PM.
Hyeseon Jeong* – The Ohio State University, Ola Ahlqvist – The Ohio State University, Diaspora Nationalism in Cyberspace: Hyperlink Networks of Kurdish Organizations, Geographies of Media II: Media technologies and cultural economy, Tuesday, 4/12/11 at 14:40 PM.
JONG-HEON JIN* – Kongju National University, Locating cultural geography of mountain in Korea, Cultural Landscapes, Friday, 4/15/11 at 14:40 PM.
INJEONG JO* – Texas A&M University, Fostering a Spatially Literate Generation: Explicit Instruction on Spatial Thinking for Preservice Teachers, Geography Teachers: Preparation, Knowledge & Migration, Saturday, 4/16/11 at 8:00 AM.
Yumin Joo* – MIT, Urban Development in Conflict: the Two Contrasting Stories of Building Mega-Projects in South Korean Cities, International Planning and Urban Issues, Wednesday, 4/13/11 at 16:40 PM.
Byong-Woon Jun* – Kyungpook National University, Exploring the Spatially Varying Relationship between Environmental Justice and Quality of Life: An Application of GWR, Perspectives on Environmental Justice, Thursday, 4/14/11 at 16:40 PM.
Hyunjoo Jung* – Seoul National University, Spatial politics of marriage migrant women in South Korea, New International Migrations in East Asia, Saturday, 4/16/11 at 8:00 AM.
IL WON JUNG* – Portland State University, Heejun Chang – Portland State University, Streamflow forecasting using Space-Time Analysis of Regional System (STARS), From the Earth to Mars: Spatial Analysis and Modeling for the Geo-sciences, Tuesday, 4/12/11 at 12:40 PM.
Jin-Kyu Jung* – University of Washington Bothell, The Role of Qualitative Approaches to GIS in Community Planning process: Masten District Neighborhood Plan in Buffalo, NY, Mixed-methods and Urban Study, Saturday, 4/16/11 at 10:00 AM.
Namji Jung* – Cornell University, Counterfactuals: Some critical thoughts on the mobile workers, creativity, and innovation, Creatives After the Crash I, Wednesday, 4/13/11 at 8:00 AM.
Wook Rak Jung* – University of Saskatcehwan, Efficient Research Design for Validating Technology Enhanced Human Navigation, Cognition, Behavior, and Representation I, Friday, 4/15/11 at 10:00 AM.
Min Jo Kang* – Florida State University, Estimation of Imperviousness and Greenness using Object-Oriented Analysis for Storm-Water Quality Models in the City of Phoenix, 2011 Student Honors Paper Competition II, Thursday, 4/14/11 at 10:00 AM.
Namyoung Kang*, James B Elsner – Florida State University, Intensity efficiency in tropical cyclones, Hurricanes II: Tropical Cyclones and Climate Change, Thursday, 4/14/11 at 10:00 AM.
Junho Kim* – Kyung-Hee University, Rough Sleepers and the Production of “Spaces of Difference”, Topics in Korean Political and Economic Geographies, Friday, 4/15/11 at 8:00 AM.
Changjoo Kim* – University of Cincinnati, Yongwan Chun – University of Texas at Dallas, Sunhee Sang – University of Cincinnati, Spatial Differences in Urban Commuting by Race and Occupation, Commuting, Friday, 4/15/11 at 16:40 PM.
Eun-Kyeong Kim* – Kyung Hee University, Chulsue Hwang – Kyung Hee University, A Sequence Clustering for Spatio-temporal Data Analysis based on Self-Organizing Maps, Tools for Spatiotemporal Analysis, Wednesday, 4/13/11 at 14:40 PM.
Young-Doo Wang – Center for Energy and Environmental Policy, Hun Park – Center for Energy and Envrionmental Policy, Hana Kim* – University of Delaware, Development of a Dynamic Policy Model for the Evaluation of the Impacts of Climate Change Regulations on the Electricity Power Industry and General Economy of South Korea, Energy Mapping and Modeling, Friday, 4/15/11 at 14:40 PM.
Hoe Kyoung Kim* – Oak Ridge National Laboratory, Shin-Chieh Kao, Cheng Liu, Xiaohui Cui, Budhendra L. Bhaduri, Reconstruction of Spatial Distribution of Travelers for Activity-Based Traffic Demand Model Using LandScan USA Data Set, Time Geography: Recent Progress and Future Prospects (II), Wednesday, 4/13/11 at 12:40 PM.
Hwahwan Kim* – Oak Ridge National Lab, Edward Bright, Phillip Coleman, Jessica Moehl, Eric Weber, Budhendra Bhaduri, LandScan USA Seasonal: Development of a high resolution population distribution model with in-bound traveler statisticsm, Innovations in GIS Applications, Saturday, 4/16/11 at 8:00 AM.
Hyun Kim* – University of South Florida, p-Hub Protection Models: Survivable Hub Network Design, Spatial Optimization and GIS II, Wednesday, 4/13/11 at 10:00 AM.
Ick Hoi Kim* – San Diego State University, Developing Parallel Schelling’s Segregation Model on TeraGrid, GIS and High-performance Computing Futures, Saturday, 4/16/11 at 12:00 PM.
Jinwon Kim* – Department of CARRS, Michigan State University, Byungyun Yang – CRSM, Department of Geography, University of Georgia, Marguerite Madden – CRSM, Department of Geography, University of Georgia, Geospatial Analysis of Barrier Island Beach Accessibility and Availability to Tourists, Coastal Tourism II: Land Use & Recreation Planning, Thursday, 4/14/11 at 10:00 AM.
Junho Kim* – Kyung-Hee University, Rough Sleepers and the Production of “Spaces of Difference,” Topics in Korean Political and Economic Geographies, Friday, 4/15/11 at 8:00 AM.
Kamyoung Kim* – Kyungpook National University, Geographic Visualization of Population Migration data based on WebGIS, Vizualization of Population, Wednesday, 4/13/11 at 10:00 AM.
Min Kook Kim* – University of Maine, John J Daigle – University of Maine, Detecting Vegetation Diversity Change Due to Trampling on Cadillac Mountain Summit Using High Resolution Remote Sensing Datasets from 2001 and 2007, Remote Sensing, Thursday, 4/14/11 at 12:40 PM.
Minho Kim* – Centers for Disease Control and Prevention (CDC), James B Holt – Centers for Disease Control and Prevention, Janet B Croft – Centers for Disease Control and Prevention, Object-based swimming pool extraction using GeoEye-1 satellite image, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Minsung Kim* – Texas A&M University, Bednarz Robert – Texas A&M University, Development of spatial habits of mind inventory, Cognition, Behavior, and Representation I, Friday, 4/15/11 at 10:00 AM.
Myungjin Kim* – The Ohio State University, Ningchuan Xiao – The Ohio State University , Exact optimization models for political redistricting problems, Spatial Optimization and GIS I, Wednesday, 4/13/11 at 8:00 AM.
Won Kyung Kim* – Arizona State University, Soe W Myint – Arizona State University, A Combination of Object-oriented Analysis and Sub-pixel Classifier for Urban Land Use Land Cover Mapping, 2011 Student Honors Paper Competition I, Thursday, 4/14/11 at 8:00 AM.
Yeong-Hyun Kim* – Ohio University, Returning to the Korean (Chinese) Homeland: Korean Chinese Diasporic Homecoming and Temporary Labor Migration to South Korea, New International Migrations in East Asia, Saturday, 4/16/11 at 8:00 AM.
Youcheol KIM, The development of GIS-DB System for the historical gazetteer and its application in East Asia, Building World Historical Gazetteers from Historical GIS, Friday, 4/15/11 at 8:00 AM.
Yuseung Kim* – University of Southern Maine, Charles Colgan – University of Southern Maine, Jack Kartez – University of Southern Maine, Modeling Coupled Social-Ecological Systems: Sustainable Urban Regions Project in Maine, Emerging Issues in Governance, Friday, 4/15/11 at 8:00 AM.
Yangmi Koo* – Department of Geography, Seoul National University, Sam Ock Park – Seoul National University, Evolution of Newly Emerging Industries for the Elderly in Korea, Evolutionary Geographies of Regions, Industries, and Institutions: Part 2, Friday, 4/15/11 at 10:00 AM.
Youngsang Kwon* – SUNY – Buffalo, Comparing the NPP to GPP ratio as predicted by MODIS and the FIA database across forest type and environmental gradients, Ecosystem Energetics and Forest Dynamics Under Climate Change, Wednesday, 4/13/11 at 12:40 PM.
Byoungjae Lee* – Washington & Jefferson College, The Research about Person Environment Behavior near Boundaries for Context Aware Location Based Service, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Jieun Lee* – Michigan State University, Igor Vojnovic – Michigan State University, Gendered Urban Spaces: Understanding Gendered Travel Behavior in the Detroit Region, Getting Around in the City, Saturday, 4/16/11 at 8:00 AM.
Keumsook Lee* – Sungshin Women’s University, Jong Soo Park – Sungshin Women’s University, Ho Sung Kim – Sungshin Women’s University, Space-time analysis of diurnal passenger flows in the Metropolitan Seoul Area based on dynamic visualization, Innovative Methods for Transit Management and Planning, Tuesday, 4/12/11 at 16:40 PM.
Woonsup Choi – University of Wisconsin-Milwaukee, Anke Keuser* – University of Wisconsin-Milwaukee, Stefan Becker – CUNY-Lehman College, Mapping Temperature Variations over Minnesota and Wisconsin from North American Regional Reanalysis, Maps and Society for the 21st Century, Thursday, 4/14/11, 5:10 PM.
SU JIN LEE* – USC_GEOGRAPHY, Travis Longcore – University of Southern California, John Wilson – University of Southern California, A STUDY OF THE ECOLOGICAL CONSEQUENCES OF MANSIONIZATION IN LOS ANGELES COUNTY, Dynamics of Spatiotemporal Land Use Change, Friday, 4/15/11 at 8:00 AM.
Taesoo Lee* – Texas A&M University, Pushpa Tuppad – Texas A&M University, Raghavan Srinivasan – Texas A&M University, John Kretzschmar – Texas A&M University, Aung Hla – Texas Water Development Board, Mapping spatially distributed irrigated croplands for water management, Remote Sensing, Vegetation Indicies, and Agriculture 1, Saturday, 4/16/11 at 8:00 AM.
Wook Lee* – Edinboro University of Pennsylvania, Regional variation in commuting, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Eunjung Lim* – Department of Geography, University of Maryland, Peter Rogerson – Department of Geography, State University of New York at Buffalo, Detecting a sequence of multiple changes in spatial patterns based on a nonparametric CUSUM, Spatiotemporal Analysis: Applications Across Multiple Disciplines, Friday, 4/15/11 at 10:00 AM.
Todd Lindley* – International Studies, Indiana University, Transnational ‘Middlers’ in a Small Island Tourist Destination: Tracking Recent Demographic Changes in Boracay, The Philippines, International Perspectives on Population, Saturday, 4/16/11 at 12:00 PM.
Seonggook Moon* – Kyung Hee University, Chulsue Hwang – Kyung Hee University, Evaluating the Usability for the Web-based Maps, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Chungweon Oh, * – Namseoul Univ., Integration between GIS and BIM, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Eunjoo Oh* – Korea Research Institute for Local Administration, Organizing Diverse Knowledge for New Product Development, Knowledge Economies and Industries, Saturday, 4/16/11 at 8:00 AM.
Bae-Gyoon Park* – Seoul National University, Putting the Korean Developmental State in its Localities, Topics in Korean Political and Economic Geographies, Friday, 4/15/11 at 8:00 AM.
Jiman Park* – Korean Land Spatialization Group, Jiman Park, Kisung Song, Junghun Lee, Byungguk Kim, Final Design of Test-bed in Korean Land Spatialization Program, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Sam Ock Park* – Seoul National Univ, Yangmi Koo – Seoul National University, Role of Intangible Assets for Regional Resilience and Development, Tangibles, Intangibles and New Geographies of Manufacturing/Production: Beyond Global Production Networks? (1), Thursday, 4/14/11 at 8:00 AM.
Siyoung Park* – Western Illinois University, Okkyong Yoon – Catholic University of Daegu, Jongnam Choi – Western Illinois University, Public Knowledge and Perceptions about Korea by American Geography Educators, Standards and Geographic Education, Friday, 4/15/11 at 12:40 PM.
Sunyurp Park* – Pusan National University, Assessment of cloud effects on MODIS VI composite schemes: a case of the Korean Peninsula, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM
Jinyoung Rhee* – University of South Carolina, Jungho Im – SUNY ESF, Greg Carbone – University of South Carolina, Agricultural drought monitoring using multi-sensor remote sensing data, Remote Sensing, Thursday, 4/14/11 at 12:40 PM.
Je-Hun Ryu* – Korea National University of Education, The Modern Transformation of Spatial Structure in the Changjiang Delta Region: 1978-2006, China in Transition II: Globalization, Cities and Regional Development, Wednesday, 4/13/11 at 14:40 PM.
Wansang Ryu* – Texas A&M University, Douglas Sherman, Dr. – Texas A&M University, The Classification of Sand Patches in Coastal Sand Dunes Related to Climate, The Dynamic Earth, Thursday, 4/14/11 at 14:40 PM.
Yeon-Taek Ryu* – Chungbuk National University, Critical Reflections on Ecological, Neo-classical, Behavioral, and Managerial Perspectives on Urban Housing and Residential Structure, Urban Housing, Tuesday, 4/12/11 at 16:40 PM.
Jeong C. Seong* – University of West Georgia, Shea Rose – University of West Georgia, Mapping with LiDAR – Opportunities and Challenges, Maps and Society for the 21st Century, Thursday, 4/14/11 at 16:40 PM.
Sun Hui Sim* – University of North Alabama, Urban Sprawl and Land Use Regulation in the U.S., Perspectives on Urban Sprawl/New Urbanism, Sub-urban/Inner City Developments: Issues, Analysis and Critiques, Wednesday, 4/13/11 at 10:00 AM.
Jae Soen Son* – UNC-Charlotte, The Classification of Global Cities: the comparison of the principal component analysis, k-means clustering, and the self-organizing map, Global Cities and Global space, Friday, 4/15/11 at 16:40 PM.
Amelia Schubert* – University of Colorado, Mismatched Expectations: Ethnic Korean Chinese Marriage Migration into South Korea, Migration and Community, Friday, 4/15/11 at 8:00 AM.
ByungYun Yang* – University of Georgia, Ontology-Driven Image Segmentation and Classification, GEOBIA/OBIA (Geo-Object Based Image Analysis) Applications (Section B), Tuesday, 4/12/11 at 14:40 PM.
In-Young Yeo* – University of Maryland – College Park, Climate changes, watershed processes, and decision making for adaptation, Contributions of Spatiotemporal Analysis to Climate Research, Friday, 4/15/11 at 12:40 PM.
Huiuk Yi* – Seoul National University, Hyeong-Dong Park – Seoul National University, Estimation of Rock Quality Distribution for Mining Site Using Direct and Indirect Data Gained from Boreholes, GIS, Friday, 4/15/11 at 10:00 AM.
Eun-hye Enki Yoo* – University at Buffalo (SUNY), Space-time zero-inflated count model for West Nile virus vector mosquito abundance, Space, Time, & Health II, Friday, 4/15/11 at 14:40 PM.
Jinwoong Yoo* – Louisiana State University, Robert V Rohli – Louisiana State University, Multi-scale Geophysical Dynamics that Generated Tropical Storm Arlene (2005) in the Atlantic Ocean, Hurricanes II: Tropical Cyclones and Climate Change, Thursday, 4/14/11 at 10:00 AM.
Sanglim Yoo* – Department of Environmental Studies, State University of New York, College of Environmental Science and Forestry, John E. Wagner, Lianjun Zhang, John McPeak, Department of Public Administration, Syracuse University, Peter J. Wilcoxen, Measuring Amenity Benefits from Urban Open Space: A Hedonic Approach, Urban Growth and the Environment, Friday, 4/15/11 at 16:40 PM.
Hyejin Yoon* – Univerisity of Wisconsin-Milwaukee, Where do cartoons come from?: new geography of the animation industry, Tangibles, Intangibles and New Geographies of Manufacturing/Production: Beyond Global Production Networks? (1), Thursday, 4/14/11 at 8:00 AM.
Jaehyung Yu* – TEXAS A & M UNIVERSITY-Kingsville, Hongxing H Liu – University of Cincinnati, Lei Wang – Louisiana State University, Topographic Classification of Antarctic Coastline based on ICESat Laser Altimetry along-track profiles, Remote Sensing and Topography / Geomorphology, Wednesday, 4/13/11 at 8:00 AM.
Source: data retrieved from the AAG preliminary program and compiled by Kim Yeong-Hyun (Feb. 3rd, 2011)

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