师资

姓  名:

白玉琪

职  称:

副教授

办公电话:

62795269

电子邮件:

 yuqibai@tsinghua.edu.cn

教育背景

2000.9 – 2003.7 中国科学院遥感应用研究所 博士
1997.9 – 2000.7 中国地质大学(武汉) 计算机系/信息工程学院 硕士
1993.9 – 1997.7 中国地质大学(武汉) 计算机系 本科

工作经历

2017.9-现在  清华大学地球系统科学系,长聘副教授
2011.8-2017.8  清华大学地球系统科学系,副教授
2007.4-2011.7   美国乔治梅森大学,研究助理教授
2004.4-2007.3   美国乔治梅森大学,博士后
2003.8-2004.3   中国科学院遥感应用研究所,助理研究员

研究兴趣

地学信息资源的检索服务
地球科学数据管理和信息服务
国家和国际级的对地观测数据共享和系统互操作
地理信息标准和规范
多源空气质量数据精确融合处理
智慧城市和健康城市

奖励荣誉

第七届中国电子学会优秀科技工作者
中国科学院院长优秀奖
美国国家航空航天局先进信息技术(AIST)和地球科学技术办公室(ESTO)项目评审专家NASA Earth Science Division Certificate of Appreciation
美国国家航空航天局NASA Robert H. Goddard Award to Multi-Mission Data Support Team
美国国家航空航天局NASA Group Achievement Award to Multi-Mission Data Support Team
国际电气和电子工程师协会IEEE 高级会员

学术成果

研究成果概述

    长期从事地学信息资源的检索服务模型、地球科学数据管理和信息服务研究。建立了互联网OWS服务的主动搜索模型、异构数据系统的聚合搜索模型、分布式数据系统的协同关联搜索模型。成果被美国国家航空航天局(NASA)、美国大气与海洋管理局(NOAA)、美国地质调查局(USGS)、国际卫星对地观测委员会(CEOS)和国际地球观测组织(GEO)采纳。建立了被国际同行评价为“第一个有文献记录的”互联网OGC服务主动搜索模型;担任了 CEOS全球卫星遥感影像聚合搜索系统(CWIC)的技术负责人,提供了全球10大遥感数据中心1.9亿幅影像的聚合搜索能力;建立了CWIC的第一个中国数据节点,实现了中国研制的全球陆表特征参量数据产品的国际共享;参与设计了全球综合对地观测系统(GEOSS)并担任了资源目录服务系统(CSR)技术负责人,实现了全球183个对地观测数据中心10大类共计4.2亿观测资源的聚合搜索,国际访问量来自121个国家和地区。主持研制了清华大学第一项(中国第四项)ISO TC/211国际地理信息标准。

 

科研项目

1. 国际地球观测组织(GEO) 2020-2022 气候变化数据与知识共享(Climate Observation, Simulation and Impacts)。在研,主持。
2. 国际标准化组织地理信息技术委员会ISO/TC 211《19130-3 地理信息影像传感器的地理定位模型》标准研制。在研,主持。
3. 国家重点研发计划"国家质量基础的共性技术研究与应用"重点专项,"战略性新兴产业关键国际标准研究(一期)"项目, 第五课题,《地理信息和遥感关键国际标准研究》。在研,参与。
4. 国家重点研发计划"全球变化及应对"重点专项,《全球气候数据集生成及气候变化关键过程和要素监测》项目,第三课题,《陆表气候数据集生成与分析》。在研,主持。
5. 气象局国家气候中心《BCC气候模式数据的协同在线分析方法研究》。在研,主持。
6. 北京师范大学全球变化数据处理与分析中心/遥感科学国家重点实验室全球陆表特征参量数据产品GLASS元数据模型研究和元数据生产。在研,主持。
7. 全球综合对地观测系统(GEOSS) 资源目录服务系统(Component and Service Registry, CSR)项目。结题,主持。
8. 国际卫星对地观测委员会(CEOS) 卫星遥感影像聚合搜索系统(WGISS Integrated Catalogue, CWIC)项目。结题,主持。

 

学术兼职
1. 全球综合对地观测系统(GEOSS) Infrastructure Implementation Board(IIB)成员, Infrastructure Development Task Team(GIDTT),两位中国国家代表之一
2. 世界气候研究计划(WCRP)耦合模拟工作组(WGCM)模式数据基础设施委员会(Infrastructure Panel, WIP)成员
3. 科技部国家遥感中心中国参加地球观测组织(GEO)工作部际协调小组支撑专家
4. 中国国家航天局气候变化空间观测站(Space Climate Observatory, SCO)国际合作计划,两位中国技术代表之一
5. 国家对地观测科学数据中心,技术总体组成员,社会经济分中心负责人
6. 中国电子学会遥感遥测遥控分会第七届委员会委员
7. 中国地理学会大数据工作委员会委员
8. NASA先进信息技术(AIST)和地球科学技术办公室(ESTO)项目评审专家
9. 澳门城市大学兼职教授 

 

期刊论文

1. Bai, Y., C. Yang*, D. Liu, L. Guo. (2002). Spatial Search Engine: Enabling the Intelligent Geographic Information Retrieval. ISPRS Technical Commission II Symposium. 4p.
2. Bai, Y., D. Liu, C. Yang* (2003).  OpenGIS WMS-based Prototype System of Spatial Information Search Engine.  IEEE International Symposium on Geoscience and Remote Sensing, v 6, p 3558-3560.
3. Chen, A., L. Di*, Y. Wei, Y. Liu, Y. Bai (2005). Grid Computing Enabled Geospatial Catalogue Web Service. Proceedings of ASPRS 2005 Annual Conference.
4. Wei, Y., L. Di*, B. Zhao, G. Liao, A. Chen, Y. Bai, Y. Liu (2005).  The Design and Implementation of a Grid-enabled Catalogue Service. IEEE International Symposium on Geoscience and Remote Sensing, v 6, p 4224-4227.
5. Chen, A., L. Di*, Y. Wei, Y. Bai, Y. Liu (2006). Grid-enabled Standard-compliant Open Computing Environment for Earth Science Exploration and Applications. IEEE International Symposium on Geoscience and Remote Sensing, p 237-240.
6. Chen, A., L. Di*, Y. Wei, Y. Bai, Y. Liu (2006). An optimized Grid-based, OGC standards-compliant collaborative software system for serving NASA geospatial data. 30th Annual IEEE/NASA Software Engineering Workshop, p 159-166.
7. Hu, C., L. Di*, W. Yang, Y. Wei, Y. Bai, C. Lynnes, Y. Enloe, B. Domenico, G Ruteldge (2008). Interoperability middleware between geoscience and geospatial catalog protocols.  IEEE International Geoscience and Remote Sensing Symposium. v 5, n 1, p V89-V92.
8. Bai, Y., L. Di*, Y. Wei (2009). A Taxonomy of Geospatial Services for Global Service Discovery and Interoperability. Computers and Geosciences. v 35, n 4, p 783-790.
9. Chen, A., L. Di*, Y. Wei, Y. Bai, Y. Liu (2009). Use of grid computing for modeling virtual geospatial products. International Journal of Geographic Information Science. v 23, n 5, p 581-604.
10. Di, L.*, Y. Bai (2009). Book review: High performance Computing in Remote Sensing. Photogrammetric Engineering and Remote Sensing. v 75, n 5, p 10-11.
11. Di, L.*, G. Yu, Y. Shao, Y. Bai, M. Deng, K. McDonald (2010). Persistent WCS and CSW Services of GOES Data for GEOSS. IEEE International Symposium on Geoscience and Remote Sensing IGARSS. p 1699-1702.
12. Chen, A., L. Di*, Y. Bai, Y. Wei, Y. Liu (2010). Grid Computing Enhances Standards-compatible Geospatial Catalogue Service. Computers and Geosciences. v 36, n 4, p 411-421.
13. Shao, Y., L. Di*, J. Gong, Y. Bai, P. Zhao (2011). GIS in the cloud: Implementing a web coverage service on amazon cloud computing platform. Lecture Notes in Electrical Engineering, v 98 LNEE, n 2, p 289-295.
14. Bai, Y., L. Di* (2011). Providing access to satellite imagery through OGC catalog service interfaces in support of the Global Earth Observation System of Systems. Computers and Geosciences. v 37, n 4, p 435-443.
15. Yu, G., P. Zhao, L. Di*, A. Chen, M. Deng, Y. Bai (2012).  BPELPower-A BPEL execution engine for geospatial web services.  Computers and Geosciences. v 47, p 87-101. DOI: 10.1016/j.cageo.2011.11.029
16. Bai, Y., L. Di*, A. Chen, Y. Wei, X. Cheng, D. Shen, Y. Shao, R. Shrestha, H. Wang, D. Nebert (2012). GEOSS Component and Service Registry: Design, Implementation and Lessons Learned. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS). v 5, n 6, p 1678-1686.
17. Bai, Y., L. Di* (2012). Review of Geospatial Data Systems' Support of Global Change Studies. British Journal of Environment and Climate Change. v 2, n 4, p 421-436.
18. Shao, Y., L. Di*, Y. Bai, L. Kang, H. Wang, C. Yang (2013). Federated Catalogue for Discovering Earth Observation Data. Journal of photogrammetry, remote sensing and geoinformation processing. v 5, n 1, p 43-52.
19. 白玉琪* (2013). 全球变化科学领域的信息基础设施研究. 地球信息科学学报, v 15, n 6, p 809-813.
20. Yan, A., B. Lv, F. Liu, Q. Li, G. Lin, Y. Bai* (2014). FluxDataONE: An Integrated Solution for the Management, Visualization, and Analysis of Flux Data for Agricultural and Ecological Studies. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v 7, n 11, p 4523-4529.
21. Lv, B., Y. Liu, P. Yu, B. Zhang, Y. Bai*. (2015). Characterizations of PM2. 5 pollution pathways and sources analysis in four large cities in China. Aerosol and Air Quality Research, v 15, n 5, p 1836-1843.
22. Tian, H., S. Zhou, L. Dong, T. P. Van Boeckel, Y. Pei, Q. Wu, W. Yuan, Y. Guo, S. Huang, W. Chen, X. Lu, Z. Liu, Y. Bai, T. Yue, B. Grenfell, B. Xu*. (2015). Climate change suggests a shift of H5N1 risk in migratory birds. Ecological Modelling, v 306, p 6-15.
23. Xie, Y., Y. Wang*, K. Zhang, W. Dong, B. Lv, Y. Bai (2015). Daily estimation of ground-level PM2. 5 concentrations over Beijing using 3 km resolution MODIS AOD. Environmental Science & Technology, v 49, n 20, p 12280-12288.
24. Lv, B., B. Zhang, Y. Bai* (2016). A systematic analysis of PM 2.5 in Beijing and its sources from 2000 to 2012. Atmospheric Environment, v 124, p 98-108.
25. Lv, B., Y. Hu, H. H. Chang, A. G. Russell*, Y. Bai* (2016). Improving the Accuracy of Daily PM2. 5 Distributions Derived from the Fusion of Ground-Level Measurements with Aerosol Optical Depth Observations, a Case Study in North China. Environmental Science & Technology, v 50, n 9, p 4752-4759.
26. Sun, Z., H. Fang, L. Di*, P. Yue, X. Tan, Y. Bai (2016). Developing a web-based system for supervised classification of remote sensing images. GeoInformatica, v 20, n 4, p 629–649.
27. Zhao, X., J. Cai, D. Feng, Y. Bai, B. Xu* (2016). Meteorological influence on the 2009 influenza a (H1N1) pandemic in mainland China. Environmental Earth Sciences, v 75, p 878.
28. Zhao, Y., D. Feng, L. Yu, X. Wang, Y. Chen, Y. Bai, H. J. Hernández, M. Galleguillos, C. Estades, G. S. Biging, J. D. Radke, P. Gong* (2016). Detailed dynamic land cover mapping of Chile: Accuracy improvement by integrating multi-temporal data. Remote Sensing of Environment, v 183, p 170-185.
29. Gong, P.*, L. Yu, C. Li, J. Wang, L. Liang, X. Li, L. Ji, Y. Bai, Y. Cheng, Z. Zhu (2016). A new research paradigm for global land cover mapping. Annals of GIS, v 22, n 2, p 87-102
30. Feng, D., Y. Zhao, L. Yu, C. Li, J. Wang, N. Clinton, Y. Bai, A. Belward, Z. Zhu, P. Gong* (2016). Circa 2014 African land-cover maps compatible with FROM-GLC and GLC2000 classification schemes based on multi-seasonal Landsat data. International Journal of Remote Sensing, v 37, n 19, p 4648-4664.
31. Lv, B., W. G. Cobourn*, Y. Bai* (2016). Development of nonlinear empirical models to forecast daily PM 2.5 and ozone levels in three large Chinese cities. Atmospheric Environment, v 147, p 209-223.
32. Watts, N.*, W. N. Adger, S. A. Karlsson, Y. Bai, P. Byass, D. C. Lendrum, T. Colbourn, P. Cox, M. Davies, M. Depledge, A. Depoux, P. D. Salas, P. Drummond, P. Ekins, A. Flahault, D. Grace, H. Graham, A. Haines, I. Hamilton, A. Johnson, I. Kelman, S. Kovats, L. Liang, M. Lott, R. Lowe, Y. Luo, G. Mace, M. Maslin, K. Morrissey, K. Murray, T. Neville, M. Nilsson, T. Oreszczyn, C. Parthemore, D. Pencheon, E. Robinson, S. Schütte, J. S. Guillemot, P. Vineis, P. Wilkinson, N. Wheeler, B. Xu, J. Yang, Y. Yin, C. Yu, P. Gong, H. Montgomery, A. Costello (2017). The Lancet Countdown: Tracking Progress on Health and Climate Change. The Lancet, v 389, n 10074, p 1151-1164.
33. Lin, Y., H. Xu, Y. Bai* (2017). Semantically Enhanced Catalogue Search Model for Remotely Sensed Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v 10, n 4, p 1256-1264.
34. Chen, X., Y. Lin, M. Zhang, L. Yu, Y. Bai* (2017). Assessment of the cropland classifications in four global land cover datasets: A case study of Shaanxi Province, China. Journal of Integrative Agriculture, v 16, n 2, p 298-311.
35. Shrestha, R., L. Di*, E. G. Yu, L. Kang, Y. Shao, Y. Bai (2017). Regression Model to Estimate Flood Impact on Corn Yield using MODIS NDVI and USDA Cropland Data Layer. Journal of Integrative Agriculture, v 16, n 2, p 398-407.
36. Di,L.*, E. G. Yu, L. Kang, R. Shrestha, Y. Bai (2017). RF-CLASS: A Remote-sensing-based Flood Crop Loss Assessment Cyber-service System for Supporting Crop Statistics and Insurance. Journal of Integrative Agriculture, v 16, n 2.
37. Huang, H.*, Y. Chen, N. Clinton, J. Wang, X. Wang, C. Liu, P. Gong, J. Yang, Y. Bai, Y. Zheng, Z. Zhu (2017). Mapping major land cover dynamics in Beijing using all Landsat images in Google Earth Engine. Remote Sensing of Environment, v 202, p 166-176.
38. Lv, B., Y. Hu, H. Chang, A. G. Russell*, J. Cai, B. Xu*, Y. Bai* (2017). Daily estimation of ground-level pm2.5 concentrations at 4 km resolution over Beijing-Tianjin-Hebei by fusing MODIS AOD and ground observations. Science of the Total Environment, v 580, p 235-244.
39. Li, R., Y. Bai, A. Heaney, S. Kandula, J. Cai, X. Zhao, B. Xu*, J. Shaman* (2017). Inference and forecast of H7N9 influenza in China, 2013 to 2015. Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin, v 22, n 7, p 30462.
40. Lv, B., J. Cai, B. Xu, Y. Bai* (2017). Understanding the Rising Phase of the PM2.5 Concentration Evolution in Large China Cities. Scientific Reports, v 7, n 1, p 46456.
41. Bai, Y.*, A.J. C., K. M., W. C. (2017). Geoscience and the Technological Revolution. IEEE Geoscience and Remote Sensing Magazine, v 5, n 3, p 72-75.
42. Li, S., M. Wang, A.N. Bond, W. Huang, Y. Wang, S. Xu, J. Liu, B. Wang, Y. Bai* (2018). Precursors of September Arctic Sea-Ice Extent Based on Causal Effect Networks. Atmosphere, v 9, n 11.
43. Li, R., T. Zhang, Y. Bai, H. Li, Y. Wang, Y. Bi, J. Chang, B. Xu* (2018). Live poultry trading drives China's H7N9 viral evolution and geographical network propagation. Frontiers in public health, v 6, p 210.
44. Yang, J., J.G. Siri, J.V. Remais, Q. Cheng, H. Zhang, K.K.Y. Chan, Z. Sun, Y. Zhao, N. Cong, X. Li, W. Zhang, Y. Bai, J. Bi, W. Cai, E.Y.Y. Chan, W. Chen, W. Fan, H. Fu, J. He, H. Huang, J.S. Ji, P. Jia, X. Jiang, M. Kwan, T. Li, X. Li, S. Liang, X. Liang, L. Liang, Q. Liu, Y. Lu, Y. Luo, X. Ma, B. Schwartlander, Z. Shen, P. Shi, J. Su, T. Wu, C. Yang, Y. Yin, Q. Zhang, Y. Zhang, Y. Zhang*, B. Xu*, P. Gong* (2018). The Tsinghua–Lancet Commission on Healthy Cities in China: unlocking the power of cities for a healthy China. The Lancet, v 391, n 10135, p 2140-2184.
45. Xu, H., S. Li, Y. Bai*, W. Dong, W. Huang, S. Xu, Y. Lin, B. Wang*, F. Wu, X. Xin, L. Zhang, Z. Wang, T. Wu* (2019). A collaborative analysis framework for distributed gridded environmental data. Environmental Modelling & Software, v 111, p 324-339.
46. Xu, H., M.J. Bechle, M. Wang, A.A. Szpiro, S. Vedal, Y. Bai*, J.D. Marshall* (2019). National PM2.5 and NO2 exposure models for China based on land use regression, satellite measurements, and universal kriging. Science of The Total Environment, v 655, p 423-433.
47. Gong, P., H. Liu, M. Zhang, C. Li, J. Wang, H. Huang, N. Clinton, L. Ji, W. Li, Y. Bai, B. Chen, B. Xu, Z. Zhu, C. Yuan, H. Ping Suen, J. Guo, N. Xu, W. Li, Y. Zhao, J. Yang, C. Yu, X. Wang, H. Fu, L. Yu, I. Dronova, F. Hui, X. Cheng, X. Shi, F. Xiao, Q. Liu, L. Song (2019). Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017. Science Bulletin, v 64, n 6, p 370-373.
48. Cao, C., X. Cui, W. Cai, C. Wang, L. Xing, N. Zhang, S. Shen, Y. Bai, Z. Deng (2019). Incorporating health co-benefits into regional carbon emission reduction policy making: A case study of China’s power sector. Applied Energy, v 253, p 113498.
49. Chen, J., Y. Bai*, P. Zhang*, J. Qiu, Y. Hu, T. Wang, C. Xu, P. Gong (2019). A Spatial Distribution Equilibrium Evaluation of Health Service Resources at Community Grid Scale in Yichang, China. Sustainability, v 12, n 1.
50. Gong, P., B. Chen, X. Li, H. Liu, J. Wang, Y. Bai, J. Chen, X. Chen, L. Fang, S. Feng, Y. Feng, Y. Gong, H. Gu, H. Huang, X. Huang, H. Jiao, Y. Kang, G. Lei, A. Li, X. Li, X. Li, Y. Li, Z. Li, Z. Li, C. Liu, C. Liu, M. Liu, S. Liu, W. Mao, C. Miao, H. Ni, Q. Pan, S. Qi, Z. Ren, Z. Shan, S. Shen, M. Shi, Y. Song, M. Su, H. P. Suen, B. Sun, F. Sun, J. Sun, L. Sun, W. Sun, T. Tian, X. Tong, Y. Tseng, Y. Tu, H. Wang, L. Wang, X. Wang, Z. Wang, T. Wu, Y. Xie, J. Yang, J.  Yang, M. Yuan, W. Yue, H. Zeng, K. Zhang, N. Zhang, T. Zhang, Y. Zhang, F. Zhao, Y. Zheng, Q. Zhou, N. Clinton, Z. Zhu, B. Xu (2020). Mapping Essential Urban Land Use Categories in China (EULUC-China): preliminary results for 2018. Science Bulletin, v 65, n 3 p 182-187.
51. Gong, P., X. Li, J. Wang, Y. Bai, B. Chen, T. Hu, X. Liu, B. Xu, J. Yang, W. Zhang, Y. Zhou (2020). Annual maps of global artificial impervious area (GAIA) between 1985 and 2018. Remote Sensing of Environment, v 236, p 111510.
52. Wang, L., B. Lyu, Z. Deng, J. Liu, Y. Bai* (2020). Improving the estimating accuracy of extinction coefficient of surface aerosol with a new layer-resolved model in China. Science of The Total Environment, v 713, p 136443.
53. Wang, L., B. Lyu, Y. Bai* (2020). Aerosol vertical profile variations with seasons, air mass movements and local PM2.5 levels in three large China cities. Atmospheric Environment.
54. Yuan, C., P. Gong, Y. Bai (2020). Performance assessment of ICESat-2 laser altimeter data for water-level measurement over lakes and reservoirs in China. Remote Sensing, v 12, n 5, p 770.
55. Liu, H., P. Gong, J. Wang, N. Clinton, Y. Bai, S. Liang (2020). Annual Dynamics of Global Land Cover and its Long-term Changes from 1982 to 2015. (Accepted)
56. Li, S., M. Wang, W. Huang, S. Xu, B. Wang, Y. Bai* (2020). Using a skillful statistical model to predict September sea ice covering Arctic shipping routes. Acta Oceanologica Sinica (Accepted).

 

书籍章节

1.《Encyclopedia of GIS》(Editor: Shashi Shekhar, Hui Xiong), Chapter 《Catalogue Information Model》(Author: Li,D., Y. Bai)
2.《Handbook of Research on Geoinformatics》(Editor: ), Chapter 《Geospatial Image Metadata Catalog Services》(Author: Bai, Y., L. Di, A. Chen, Y. Liu, Y. Wei)
3.《Standard-Based Data and Information Systems for Earth Observation》(Editor: Liping Di, H. K. Ramapriyan), Chapter 4.《Standards and interoperability》(Author: Bai, Y.)
4.《Advanced Remote Sensing》(Editor: Liang, S., J. Wang), Chapter 《Remote Sensing Data Production and Management》(Author: Bai, Y., S. Liu, X. Zhao, Z. Wang, P. Zhao, Y. Liu, M. Lin)
5.《定量遥感》(编者:梁顺林,王锦地), 章节《卫星遥感数据产品生产和管理》(作者:白玉琪、刘素红、赵祥、王志刚、赵霈生、刘昱甫、林鸣)