基本信息
宋辞 男 硕导 中国科学院地理科学与资源研究所
电子邮件: songc@lreis.ac.cn
通信地址: 北京朝阳区大屯路甲3号中科院地理所
邮政编码: 100101
电子邮件: songc@lreis.ac.cn
通信地址: 北京朝阳区大屯路甲3号中科院地理所
邮政编码: 100101
招生信息
招生专业
070503-地图学与地理信息系统
招生方向
数据挖掘,城市计算
教育背景
2009-09--2013-07 中国科学院地理科学与资源研究所 博士2007-09--2009-07 武汉大学 硕士2003-09--2007-07 武汉大学 学士
工作经历
工作简历
2019-11~现在, 中国科学院地理科学与资源研究所, 副研究员2015-09~2019-11,中国科学院地理科学与资源研究所, 助理研究员2013-09~2015-07,中国科学院地理科学与资源研究所, 博士后2009-09~2013-07,中国科学院地理科学与资源研究所, 博士2007-09~2009-07,武汉大学, 硕士2003-09~2007-07,武汉大学, 学士
教授课程
地理信息系统应用实践地理信息系统A空间分析空间数据挖掘地理信息系统地理信息系统应用实践-1空间统计的Matlab和R语言应用实践
专利与奖励
奖励信息
(1) 重大呼吸道传染病疫情防控大数据方法、技术与应用, 特等奖, 省级, 2021(2) 新冠肺炎疫情时空大数据精准防控方法、技术与应用, 二等奖, 省级, 2021(3) 地理点过程的模式提取理论、方法与应用, 一等奖, 省级, 2019
专利成果
( 1 ) 基于手机数据的呼吸道传染病密切接触者识别方法, 2021, 第 3 作者, 专利号: CN111540477B( 2 ) 一种基于手机信令数据的呼吸道传染病传染树重构方法, 2020, 第 3 作者, 专利号: CN111540476B( 3 ) 一种室内Wifi定位数据预处理与轨迹重构方法, 2018, 第 4 作者, 专利号: CN108882173A( 4 ) 文献元数据的并行下载方法及装置, 2015, 第 2 作者, 专利号: CN104834671A
出版信息
发表论文
(1) Revealing the heterogeneity of periodic visiting patterns across different ages and spaces using a flexible detection method: A case study of Beijing, APPLIED GEOGRAPHY, 2024, 第 3 作者(2) Spatiotemporal infection dynamics: Linking individual movement patterns to infection status, CITIES, 2024, 第 2 作者(3) Coupling human mobility and social relationships to predict individual socioeconomic status A graph neural network approach, Transactions in GIS, 2024, 第 4 作者(4) Spatiotemporal mobility network of global scientists, 1970-2020, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 第 7 作者(5) Length-squared L-function for identifying clustering pattern of network-constrained flows, International Journal of Digital Earth, 2023, 第 3 作者(6) X-index: A novel flow-based locational measure for quantifying centrality, INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 第 3 作者(7) Estimating spatiotemporal aggregation scales by revisiting the spatiotemporal L-function, TRANSACTIONS IN GIS, 2023, 第 3 作者(8) Quantifying human mobility resilience to the COVID-19 pandemic: A case study of Beijing, China, SUSTAINABLE CITIES AND SOCIETY, 2023, 第 3 作者(9) Exploring the drivers of urban renewal through comparative modeling of multiple types in Shenzhen, China, CITIES, 2023, 第 3 作者(10) How does socioeconomic status influence social relations? A perspective from mobile phone data, PHYSICA A: STATISTICAL MECHANICS AND ITS APPLICATIONS, 2023, 第 3 作者(11) A kriging interpolation model for geographical flows, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 第 3 作者 通讯作者(12) Spatiotemporal Flow L-function: a new method for identifying spatiotemporal clusters in geographical flow data, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 第 4 作者(13) A new flow-based centrality method for identifying statistically significant centers, SUSTAINABLE CITIES AND SOCIETY, 2023, 第 3 作者(14) Trend surface analysis of geographic flows, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 第 3 作者(15) Length L-function for network-constrained point data, TRANSACTIONS IN GIS, 2023, 第 2 作者(16) Improved air quality and reduced burden of preterm birth in China: 2013���2017, SCIENCE BULLETIN, 2022, 第 22 作者(17) Topological relationship model for geographical flows, CARTOGRAPHY AND GEOGRAPHIC INFORMATION SCIENCE, 2022, 第 6 作者(18) Revealing spatiotemporal matching patterns between traffic flux and road resources using big geodata - A case study of Beijing, CITIES, 2022, 第 2 作者(19) A LASSO-Based Prediction Model for Child Influenza Epidemics: A Case Study of Shanghai, China, MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 第 7 作者(20) Urban spatial epidemic simulation model: A case study of the second COVID-19 outbreak in Beijing, China, TRANSACTIONS IN GIS, 2022, 第 3 作者(21) Density-based clustering for bivariate-flow data, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 第 3 作者(22) Accessing public transportation service coverage by walking accessibility to public transportation under flow buffering, CITIES, 2022, 第 3 作者(23) 接驳地铁站的共享单车源汇时空特征及其影响因素, Spatial-temporal Characteristics and Influencing Factors of Source and Sink of Dockless Sharing Bicycles Connected to Subway Stations, 地球信息科学学报, 2021, 第 2 作者(24) 京津冀地区不透水表面覆盖率的时空演变及其对植被的影响, Spatiotemporal evolution of impervious surface percentage and its impact on vegetation in Beijing-Tianjin-Hebei region, 地理研究, 2021, 第 6 作者(25) A New Approach to Measuring the Similarity of Indoor Semantic Trajectories, ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 第 4 作者(26) Spatial-temporal distribution characteristics and evolution mechanism of urban parks in Beijing, China, URBAN FORESTRY & URBAN GREENING, 2021, 第 3 作者(27) COVID-19疫情时空分析与建模研究进展, Review on Spatiotemporal Analysis and Modeling of COVID-19 Pandemic, 地球信息科学学报, 2021, 第 3 作者(28) How did human dwelling and working intensity change over different stages of COVID-19 in Beijing?, SUSTAINABLE CITIES AND SOCIETY, 2021, 第 3 作者(29) 地理大数据聚合的内涵、分类与框架, Big geodata aggregation:Connotation,classification,and framework, 遥感学报, 2021, 第 6 作者(30) GIScience and remote sensing in natural resource and environmental research: Status quo and future perspectives, GEOGRAPHY AND SUSTAINABILITY, 2021, 第 8 作者(31) Fractal dimension of job-housing flows: A comparison between Beijing and Shenzhen, CITIES, 2021, 第 4 作者(32) L-function of geographical flows, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 第 3 作者(33) I-index for quantifying an urban location's irreplaceability, COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021, 第 4 作者(34) 重庆市新型冠状病毒肺炎流行时空特征及其与人群活动性的关系, Spatial-temporal Characteristics of COVID-19 in Chongqing and Its Relationship with Human Mobility, 地球信息科学学报, 2021, 第 2 作者(35) Quantifying the Time-Lag Effects of Human Mobility on the COVID-19 Transmission: A Multi-City Study in China, IEEE ACCESS, 2020, 第 4 作者(36) Quantifying the Urban Visual Perception of Chinese Traditional-Style Building with Street View Images, APPLIED SCIENCES-BASEL, 2020, 第 5 作者(37) China���s improving inland surface water quality since 2003, SCIENCE ADVANCES, 2020, 第 10 作者(38) Identifying Flow Clusters Based on Density Domain Decomposition, IEEE ACCESS, 2020, 第 1 作者(39) Methodological framework and evaluation for effects of multiple spatial policy derived from urban planning, HABITAT INTERNATIONAL, 2020, 第 2 作者(40) An enhanced model for evacuation vulnerability assessment in urban areas, COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2020, 第 4 作者(41) Big geodata mining: Objective, connotations and research issues, Big geodata mining: Objective, connotations and research issues, Journal of Geographical Sciences, 2020, 第 2 作者(42) Pollution exacerbates China's water scarcity and its regional inequality, NATURE COMMUNICATIONS, 2020, 第 12 作者(43) 地理流的空间模式:概念与分类, The Concept and Classification of Spatial Patterns of Geographical Flow, 地球信息科学学报, 2020, 第 4 作者(44) COVID-19: Challenges to GIS with Big Data, COVID-19: Challenges to GIS with Big Data, 地理学与可持续性(英文), 2020, 第 11 作者(45) Consolidating the layout of rural settlements using system dynamics and the multi-agent system, JOURNAL OF CLEANER PRODUCTION, 2020, 第 3 作者(46) 新冠肺炎疫情大数据分析与区域防控政策建议, Big Data Analysis on COVID-19 Epidemic and Suggestions on Regional Prevention and Control Policy, 中国科学院院刊, 2020, 第 9 作者(47) 北京市多尺度中心特征识别与群聚模式发现, Exploring Polycentric Characteristic and Residential Cluster Patterns of Urban City from Big Data, 地球信息科学学报, 2019, 第 1 作者(48) Population Distributions of Age Groups and Their Influencing Factors Based on Mobile Phone Location Data: A Case Study of Beijing, China, SUSTAINABILITY, 2019, 第 4 作者(49) Understanding geographical patterns of a city's diurnal rhythm from aggregate data of location-aware services, TRANSACTIONS IN GIS, 2019, 第 3 作者(50) Decomposition of Repulsive Clusters in Complex Point Processes with Heterogeneous Components, ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 第 1 作者(51) Quantifying the spatial heterogeneity of points, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 第 3 作者(52) Accessibility to urban parks for elderly residents: Perspectives from mobile phone data, LANDSCAPE AND URBAN PLANNING, 2019, 第 2 作者(53) Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data, LANDSCAPE AND URBAN PLANNING, 2019, 第 5 作者(54) Exploring the Spatial Characteristics of Inbound Tourist Flows in China Using Geotagged Photos, SUSTAINABILITY, 2019, 第 2 作者 通讯作者(55) Detecting arbitrarily shaped clusters in origin-destination flows using ant colony optimization, INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 第 1 作者(56) Indoor Mobility Interaction Model: Insights into the Customer Flow in Shopping Malls, IEEE ACCESS, 2019, 第 3 作者(57) Estimation of urban crowd flux based on mobile phone location data: A case study of Beijing, China, COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2018, 第 5 作者(58) 北京市摩拜共享单车源汇时空特征分析及空间调度, Spatial-temporal Characteristics of Source and Sink Points of Mobikes in Beijing and Its Scheduling Strategy, 地球信息科学学报, 2018, 第 2 作者(59) Assessing patient bypass behavior using taxi trip origin-destination (od) data, ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2016, 第 2 作者(60) 室内定位数据分析与应用研究进展, Progress of studies on indoor positioning data analysis and application, 地理科学进展, 2016, 第 2 作者(61) Queuing Time Prediction Using WiFi Positioning Data in an Indoor Scenario, SENSORS, 2016, 第 2 作者(62) 北京对外交通枢纽乘客OD时空分布特征, Passengers��� OD Temporal-spatial Distribution Characteristics of the External Traffic Hubs in Beijing, 地球信息科学学报, 2016, 第 2 作者(63) Analysis of the Characteristics and Evolution Modes of PM2.5 Pollution Episodes in Beijing, China During 2013, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2015, 第 1 作者(64) 人类活动轨迹的分类、模式和应用研究综述, 地理科学进展, 2014, 第 4 作者(65) 人类活动轨迹的分类、模式和应用研究综述, A review on the classification, patterns and applied research of human mobility trajectory, 地理科学进展, 2014, 第 4 作者(66) The role of changing multiscale temperature variability in extreme temperature events on the eastern and central Tibetan Plateau during 1960-2008, INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2014, 第 1 作者(67) Patterns of multiscale temperature variability over the eastern and central Tibetan Plateau during 1960-2008, ACTA METEOROLOGICA SINICA, 2013, 第 1 作者(68) 基于可达性与数据场的长三角经济区空间场能, Spatial field of the Yangtze River Delta Economic Zone:An application of regional accessibility and data field, 地理研究, 2013, 第 4 作者(69) 基于特征的时间序列聚类方法研究进展, Research Progress in Time Series Clustering Methods Based on Characteristics, 地理科学进展, 2012, 第 1 作者(70) 1960 年以来青藏高原气温变化研究进展, Research Progresses of Surface Temperature Characteristic Change over Tibetan Plateau since 1960, 地理科学进展, 2012, 第 1 作者(71) Causes of cultivated land loss in mountainous areas protected for water sources: Case study of Miyun County in Beijing, JOURNAL OF FOOD AGRICULTURE & ENVIRONMENT, 2012, 第 4 作者
发表著作
( 1 ) 地学大辞典, 科学出版社, 2017-12, 第 3 作者
科研活动
科研项目
( 1 ) 国土空间优化与系统调控理论与方法, 负责人, 国家任务, 2022-11--2025-10( 2 ) 多源时空流大数据模式挖掘方法与计算引擎, 负责人, 国家任务, 2021-10--2024-10( 3 ) 基于人群移动大数据的重大传染病爆发态势分析及防控效用研究—— 以COVID-19为例, 负责人, 国家任务, 2021-01--2024-12( 4 ) 地理大数据挖掘与时空模式发现, 负责人, 国家任务, 2017-07--2021-06( 5 ) 全空间地理信息计算与分析研究, 负责人, 中国科学院计划, 2016-01--2020-12( 6 ) 地理时空数据分析, 负责人, 国家任务, 2015-01--2020-12
参与会议
(1)VISUALIZATION OF ORIGIN–DESTINATION FLOW BUFFERS 2023-09-02(2)地理点过程分解 2019地理信息科学学术年会 2019-10-18(3)Identify Blind spots in public transport system based on two different movement data 2018-06-07