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薛存金
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研究领域/方向

地理时空挖掘

海洋数据科学

 

 

教育背景

2005-09—2008-06 中国科学院 博士

2002-09—2005-07 武汉大学 硕士

1998-09—2002-07 山东师范大学 学士

 

 

工作经历

工作简历:

2020-12—现在,中国科学院空天信息创新研究院,研究院 室主任

2008-06—2020-11,中国科学院对地观测中心/遥感地球所/空天信息创新研究院,助理研究员/副研究员

 

社会兼职:

2021-12—现在,中国数字地球学会 数字海洋委员会,委员

2019-01—2022-09 数字地球重点实验室 职工第二党支部,支部书记

2022-10—至今 数字地球重点实验室 总支,副书记

 

 

承担科研项目情况

1、面向过程的海洋异常变化时空聚类模型, 负责人, 国家自然科学基金, 2017-01--2020-12

2、面向过程的海洋异常变化时空关联模式挖掘方法, 负责人, 国家自然科学基金, 2014-01--2017-12

3、面向过程的海洋GIS时空表达与建模研究, 负责人, 国家自然科学基金, 2010-01--2012-12

 


1、数字海洋孪生技术, 负责人, 国家重点研发计划课题, 2022-12--2025-11

2、城市暴雨事件时空模式挖掘, 负责人,国家重点研发计划子课题, 2017-09--2021-12

3、海洋初级生产力与海洋环境及人类活动耦合认知模型, 负责人, 国家重点研发计划子课题, 2016-09--2020-12

4、时空智能关联分析与挖掘技术研究, 负责人, 国家863计划子课题, 2012-01--2015-12

 


1、全球海洋溶解氧浓度重构模型及脱氧驱动力分析, 负责人,CBAS科技创新项目,2022-05--2023-12

2、全球海洋异常变化过程遥感监测系统, 负责人, 中国科学院计划A类先导专项子课题, 2018-01--2022-12

3、海洋表面温度异常变化行为识别与挖掘技术, 负责人,中科院空天院重点部署项目, 2019-09--2021-10

4、中科院青促会项目, 负责人, 中国科学院计划, 2013-01--2016-12

 

 

获奖及荣誉

国家发明专利:

1、薛存金,王振国,岳林峰. 一种基于Argo 温盐剖面的海洋溶解氧浓度重构模型构建方法. CN: 202310062810.9

2、薛存金,岳林峰,王振国. 一种基于Argo的海洋溶解氧空间格模型构建方法. CN: 202211383915.6

3、薛存金,苏奋振,牛超然. 一种面向过程的海洋时空动态演变结构提取方法及装置. CN: 202210227245.2

4、薛存金,苏奋振,付宇轩.一种海洋动态演变与ENSO事件关联表达方法及装置. CN:  202210241815.3

5、刘敬一,薛存金, . 一种ENSO事件类型划分方法. CN:202110741816.X

6、薛存金, 苏奋振. 一种Argo轨迹的处理方法及系统. CN: 202010412912.5.

7、薛存金, 刘敬一, 伍程斌. 动态地理现象的数据组织与存储方法、装置. CN: 201910079302.5, 2021-03-16.

8、薛存金, 刘敬一, 杨光辉. 一种暴雨过程的重构方法及系统. CN: 201811275674.7

9  温晓阳,董庆,薛存金. 基于线激光器的海冰表面粗糙度测量方法.CN: 201110415382.0

 

软件著作权登记:

1、薛存金,徐洋峰. 海洋时空过程挖掘分析系统No.2022SR0406836

2、薛存金,付宇轩. 海洋时空过程可视化系统No.2022SR0406837

3、薛存金,刘敬一. 海洋异常时空聚类挖掘系统 No.2021SR1023713

4、薛存金,伍程斌. 海洋遥感数据时空处理系统No.2018SR1067840

5、薛存金.南中国海岛礁遥感信息系统No.2017SR489658

6、薛存金.海洋异常时空关联模式分析挖掘软件No.2014SR013444

7、薛存金.SAR极区海表密集度反演软件No.2011SR070937

8、薛存金.极区海冰形态分类软件No.2011SR067467

9、薛存金.赤潮灾害遥感监测系统No.2010SR058788

10、薛存金.全球变化背景下海洋敏感因子时空分析与应用系统No.2009SR015731

 

 

 

主要论著

SCI检索论文:

[1]. 2023Xue Cunjin.; Niu, C.; Xu, Y.; Su, F. A Process-Oriented Exploration of the Evolutionary Structures of Ocean Dynamics with Time Series of a Remote Sensing Dataset. Remote Sens. 2023, 15, 348. https://doi.org/10.3390/rs15020348

[2].  2022Xue Cunjin, Tianyu Zhang, Yangfeng Xu, Fenzhen Su, An cean current-oriented graph-based model for representing Argo trajectories, Computers & Geosciences, Volume 166, 2022, 105143, https://doi.org/10.1016/ j.cageo .2022.105143.

[3]. 2022Li, L.; Xue, C.(通讯作者); Xu, Y.;Wu, C.; Niu, C. PoSDMS: A Mining System for Oceanic Dynamics with Time Series of Raster-Formatted Datasets. Remote Sens. 2022, 14, 2991. https://doi.org/10.3390/rs14132991

[4].  2022Xue, C., Xu, Y., & He, Y. (2022). A global process-oriented sea surface temperature anomaly dataset retrieved from remote sensing products. Big Earth Data, 6(2), 179-195. doi:10.1080/20964471.2021.1988426

[5].  2021Ping, B.; Meng Y.; Xue Cunjin, Su, F. Can the Structure Similarity of Training Patches Affect the Sea Surface Temperature Deep Learning Super-Resolution? Remote Sensing, 2021, Remote Sens. 2021,13, 3568. https://doi.org/10.3390/ rs13183568.

[6]. 2021Li, L.; Xu, Y.; Xue, C(通讯作者). etal.  Y. A Process‐Oriented Approach to Identify Evolutions of Sea Surface Temperature Anomalies with A Time‐Series of a Raster Dataset. ISPRS Int. J. Geo‐Inf. 2021,10, 500.

[7]. 2019XUE Cunjin, Liu, J., Yang, G., Wu, C. (2019). A Process-Oriented Method for Tracking Rainstorms with a Time-Series of Raster Datasets. Applied Sciences, 9, 2468; doi:10.3390/app9122468

[8]. 2019XUE Cunjin, Wu, C., Liu, J., Su, F. (2019). A Novel Process-Oriented Graph Storage for Dynamic Geographic Phenomena. ISPRS Int. J. Geo-Inf., 8, 100.

 [9]. 2019: Liu J., XUE Cunjin(通讯作者), Dong Qing, Wu Chengbin, Xu Yangfeng. (2019). A Process-Oriented Spatiotemporal Clustering Method for Complex Trajectories of Dynamic Geographic Phenomena [J]. IEEE Access, 7:155951-155964.

[10]. 2018 Liu J., Xue Cunjin(通讯作者), He Y., et al. (2018). Dual-Constraint Spatiotemporal Clustering Approach for Exploring Marine Anomaly Patterns Using Remote Sensing Products[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(11):3963-3976.

[11]. 2017XUE Cunjin, Liao X H. (2017). Novel Algorithm for Mining ENSO-Oriented Marine Spatial Association Patterns from Raster-Formatted Datasets. ISPRS International Journal of Geo-Information, 6(139) doi:10.3390/ijgi6050139.

[12]. 2017XUE Cunjin, Fan, X., Dong, Q., & Liu, J. (2017). Using remote sensing products to identify marine association patterns in factors relating to enso in the Pacific Ocean. ISPRS International Journal of Geo-Information, 6(1), 32-.

[13]. 2017Xiaohan, L., XUE Cunjin(通讯作者), Fenzhen, S., & Vanesa, M.. (2017). Tree-based approach for exploring marine spatial patterns with raster datasets. PLOS ONE, 12(5), e0177438-.

[14]. 2017Liao, Z., Dong, Q., & XUE Cunjin (2017). Evaluation of sea surface temperature from fy-3c data. International Journal of Remote Sensing, 38(17), 4954-4973.

[15]. 2017Liao, Z., Dong, Q., & XUE Cunjin (2017). A bias correction method for fy-3c virr sst data. Remote Sensing Letters, 8(5), 429-437.

[16]. 2017Liao Z, Dong Q, Xue Cunjin, et al. (2017). Reconstruction of Daily Sea Surface Temperature Based on Radial Basis Function Networks [J]. Remote Sensing, 9(11), 1204; https://doi.org/10.3390/rs9111204.

[17]. 2016XUE Cunjin, Liu, J., Li, X., & Dong, Q. (2016). Normalized-mutual-information-based mining method for cascading patterns. International Journal of Geo-Information, 5(10), 174.

[18]. 2016Wanjiao Song, Qing Dong, XUE Cunjin. (2016). Two types of El Niño and extratropical sea-level pressure variations[J].International Journal of Remote Sensing,2016,37(22):5443-5456. DOI:10.1080/01431161.2016.1232872.

[19]. 2016Wanjiao Song, Qing Dong, XUE Cunjin. (2016). A classified El Niño index using AVHRR remote-sensing SST data[J]. International Journal of Remote Sensing, 37(2):403-417. DOI:10.1080/01431161.2015.1125553.

[20]. 2016Hou, X., Dong, Q., XUE Cunjin, & Wu, S. (2016). Seasonal and interannual variability of chlorophyll-alpha and associated physical synchronous variability in the western tropical pacific. Journal of Marine Systems, 158, 59-71.

[21]. 2015XUE Cunjin, Song, W., Qin, L., Dong, Q., & Wen, X. (2015). A spatiotemporal mining framework for abnormal association patterns in marine environments with a time series of remote sensing images. International Journal of Applied Earth Observations & Geoinformation, 38, 105-114.

[22]. 2015XUE Cunjin, Song, W., Qin, L., Dong, Q., & Wen, X. (2015). A mutual-information-based mining method for marine abnormal association rules. Computers & Geosciences, 76, 121-129.

[23]. 2015XUE Cunjin, Dong, Q., Li, X., Fan, X., Li, Y., & Wu, S. (2015). A remote-sensing-driven system for mining marine spatiotemporal association patterns. Remote Sensing, 7(7), 9149-9165.

[24]. 2015XUE Cunjin, Dong, Q., & Qin, L. (2015). A cluster-based method for marine sensitive object extraction and representation. Journal of Ocean University of China, 14(4), 612-620.

[25]. 2014Zhang, M., Dong, Q., Cui, T., XUE Cunjin, & Zhang, S. (2014). Suspended sediment monitoring and assessment for yellow river estuary from landsat tm and etm + imagery. Remote Sensing of Environment, 146, 136-147.

[26]. 2014XUE Cunjin., Dong, Q. , & Fan, X. . (2014). Spatiotemporal association patterns of multiple parameters in the northwestern Pacific Ocean and their relationships with enso. International Journal of Remote Sensing, 35(11-12), 4467-4483.

[27]. 2014Li, L. , XUE Cunjin(通讯作者), Liu, J. , Wang, Z. , & Qin, L. . (2014). Raster-based visualization of abnormal association patterns in marine environments. Journal of Applied Remote Sensing, 8(1), 083615.

[28]. 2014Hou, X., Dong, Q., XUE Cunjin, Song, W., Qin, L., & Fan, X. (2014). Seasonal evolution of the interannual variability of chlorophyll-aconcentration and its forcing factors in the northwestern pacific from 1998 to 2010. International Journal of Remote Sensing, 35(11-12), 4138-4155.

[29]. 2012XUE Cunjin, Xiaoyang Wen, Qing Dong. (2012). Tracking Dynamic Sea-Ice Process with RADARSAT-2 Imagery[J]. International journal of offshore and polar engineering, 22(2):150-156.

[30]. 2012XUE Cunjin, Dong, Q., & Xie, J. (2012). Marine spatio-temporal process semantics and its applications-taking the el niño southern oscilation process and chinese rainfall anomaly as an example. Acta Oceanologica Sinica, 31(2), 16-24.

[31]. 2008XUE Cunjin, Zhou, C., Su, F., & Zhang, D. (2008). Uncertainty representation of ocean fronts based on fuzzy-rough set theory. Journal of Ocean University of China, 7(2), 131-136.

[32]. 2008XUE Cunjin, Su Fenzhen, Du Yunyan, & Yang Xiaomel. (2008). Integration technology research on marine geographical information system. Acta Oceanologica Sinica, 27(6), 40-48.

 

EI检索文献:

[1].2023岳林峰,薛存金(通讯作者),王振国,牛超然基于Argo剖面浮标观测的海洋溶解氧空间-质量迭代插值方法[J].地球信息科学学报,2023,22

[2]. 2021杜云艳,易嘉伟,薛存金,千家乐、裴韬多源地理大数据支撑下的地理事件建模与分析地理学报,2021,76(11): 2853-2866.

[3]. 2019: Liu Jingyi, XUE Cunjin(通讯作者), Wu Chengbin, et al. 2019.  A PROCESS-ORIENTED SPATIOTEMPORAL CLUSTERINGMETHOD FOR COMPLEX TRAJECTORIES. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLII-2/W13, 2019 ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands

[4]. 2019:李连伟伍程斌崔建勇刘敬一薛存金2019)基于图结构的暴雨事件组织方法研究[J]. 系统工程理论与实践, (03):805-816.

[5]. 2016Liao, Z., Dong, Q., Xue Cunjin, Bi, J., Wu, S., & Song, W. (2016). Multi-resolution sea surface temperature modeling based on radial basis function networks. Geoscience & Remote Sensing Symposium.

[6]. 2015:秦丽娟董庆樊星薛存金侯雪燕宋晚郊2015)卫星高度计的北太平洋中尺度涡时空分析[J]. 遥感学报, 19(05):806-817.

[7]. 2015:毕经武董庆薛存金徐跃通2015)基于高度计遥感数据的北太平洋中尺度涡提取[J]. 遥感学报, 19(06):935-946.

[8]. 2014Ying, C. , Dong, Q. , Xue Cunjin , & Wen, X. . (2014). A novel method for processing multivariate data of marine remote sensing. IOP Conference Series: Earth and Environmental Science, 17, 012209.

[9]. 2014XueCunjin, Song, Wanjiao,Qin, Lijuan, et al.Raster-oriented abnormal association pattern mining in marine environments[C]. 2014 10th International Conference on Natural Computation: 2014 10th International Conference on Natural Computation (ICNC), 19-21 August 2014, Xiamen, China.2014:736-741.

[10]. 2014Xue Cunjin, Dong, Q., Ma WX. (2014). Object-oriented spatial-temporal association rules mining on ocean remote sensing imagery. IOP Conf. Series: Earth and Environmental Science 17 012109 doi:10.1088/1755-1315/17/1/012109

[11]. 2014Song, W. , Dong, Q. , Xue Cunjin , Hou, X. , & Qin, L. . (2014). El niño indices based on subareas of sst in pacific. Proceedings of SPIE.

[12]. 2014Qin, L., Dong, Q., Xue Cunjin, Hou, X., & Song, W. (2014). A new method for mesoscale eddy detection based on watershed segmentation algorithm. Ocean Remote Sensing & Monitoring from Space.

[13]. 2014Ma, W. , XueCunjin, & Zhou, J. . (2014). Mining time-series association rules from western pacific spatial-temporal data. IOP Conference Series: Earth and Environmental Science, 17, 012224.

[14]. 2014Hou, X., Dong, Q., & Xue Cunjin (2014). The multi-timescale variability of the ocean physical-biological association in the tropical pacific. Proceedings of SPIE - The International Society for Optical Engineering, 9261.

[15]. 2014Hou, X. Y. , Dong, Q. , & XueCunjin. (2014). Spatial-temporal variation of the surface chlorophyll on seasonal timescale in the western pacific during 1997–2010. IOP Conference Series: Earth and Environmental Science, 17, 012117.

[16]. 2013Dong, Q., Xue Cunjin, & Ren, Y. (2013). Spatio-temporal variability of drought over northern China and its relationships with Indian-Pacific sea surface temperatures. Remote Sensing and Modeling of the Atmosphere, Oceans, and Interactions IV.

[17]. 2011薛存金温晓阳董庆2011 SAR图像的自适应边缘保持去噪滤波[J].应用科学学报, 29(01):44-50.

[18]. 2011:谢炯张丰薛存金2011 一种顾及级联时空变化描述的土地利用变更数据模型[J]. 中国土地科学, 25(11):81-87.

[19]. 2011Xue Cunjin, Qing, D. , Fengtai, S. , & Jiong, X. . (2011). Spatio-temporal structure of sst in el nino regions and its relationships with zonal displacement anomaly of western pacific warm pool. IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM. 2025-2028.

[20]. 2011XUE Cunjin, Dong Qing, Wen Xiaoyang, Wang Xiaoxia. (2011).  Tracking the Dynamic Sea Ice Process with RADARSAT-2 Imagery. International Society of Offshore and Polar Engineers, 986-991

[21]. 2011Wen, X., Xue, Cunjin, & Dong, Q. (2011). The arctic sea ice surface roughness estimation and application. International Society of Offshore and Polar Engineers, 958-961.

[22]. 2010薛存金周成虎苏奋振董庆谢炯2010 面向过程的时空数据模型研究[J]. 测绘学报, 39(01):95-101.

[23]. 2010薛存金董庆2010)多海洋参数赤潮MODIS综合监测[J]. 应用科学学报, 28(02):147-151.

[24]. 2010Xue Cunjin, Dong, Q., & Xie, J. (2010). Spatio-Temporal Variability of Western Pacific Warm Pool Eastern Edge and Its Relationship with ENSO. International Conference on Geoinformatics.

[25]. 2009Xie, J., & Xue Cunjin (2009). A top-down hierarchical spatio-temporal process description method and its data organization. Proceedings of SPIE - The International Society for Optical Engineering, 7492, 74922P-74922P-10.

[26]. 2005:周军其薛存金孙家抦. (2005) 基于修正后直方图不变矩的符号图像变化检测[J]. 武汉大学学报(信息科学版), 30(2):150-153.

 

其他论文:

[1]. 2022: 薛存金,苏奋振,何亚文.过程——一种地理时空动态分析的新视角[J].地球科学进展,2022,37(01):65-79.

[2]. 2022: 李连伟,张源榆,岳增友,薛存金,付宇轩,徐洋峰.基于全卷积网络模型的高分遥感影像内陆网箱养殖区提取[J].山东科学,2022,35(02):1-10.

[3]. 2021: 李连伟,付宇轩,薛存金(通讯作者)等.全球海洋表面叶绿素a浓度20年(1998–2018)月--年度数据集研发 .全球变化数据学报2021.5(2):219-225. DOI: 10.3974/geodp.2021.02.15

[4]. 2021: 孙雨琦,薛存金(通讯作者),洪娅岚等.全球海洋初级生产力标准化距平数据集.全球变化数据学报2021.5(2):162-174. DOI: 10.3974 /geodp.2021.02.08

[5]. 2021: 徐洋峰,李连伟,薛存金(通讯作者),岳增友,刘敬一.基于AVHRRMODIS的海表温度一致性分析[J].海洋环境科学,2021,40(01):122-132.

[6]. 2020: 孙强,薛存金(通讯作者),刘敬一,刘星,洪娅岚,伍程斌.全球海洋初级生产力与海洋环境要素时空关联模式挖掘分析[J].海洋环境科学,2020,39(03):340-347+352.

[7]. 2019: 洪娅岚,薛存金(通讯作者),刘敬一,刘星,孙强,伍程斌.全球海洋初级生产力时空异常变化对ENSO事件的响应[J].地球信息科学学报,2019,21(10):1538-1549.

[8]. 2019:岳增友,李连伟,徐洋峰,崔建勇,薛存金.大河三角洲环境脆弱性评价方法与应用[J].安全与环境工程,2019,26(06):114-121.

[9]. 2019:杨光辉,薛存金(通讯作者),刘敬一,邬群勇,伍程斌.基于时序栅格的暴雨事件提取与追踪方法[J].应用科学学报,2019,37(04):510-518.

[10]. 2019:裴韬郭思慧袁烨城张雪英袁文高昂赵志远薛存金2019)面向公共安全事件的网络文本大数据结构化研究[J]. 地球信息科学学报, 21(01):2-13.

[11]. 2017:刘敬一薛存金(通讯作者)樊彦国孔凡萍何亚文2017)一种面向栅格的空间-属性双重约束聚类方法[J]. 地球信息科学学报, 19(04):447-456.

[12]. 2016:李晓红闫金凤李溢龙薛存金(通讯作者)2016)基于时序栅格的海洋异常事件提取方法[J]. 地球信息科学学报, 18(04):453-460.

[13]. 2016:宋晚郊董庆薛存金吴书超2016)热带及北太平洋海表温度与两类El Niño事件的关系[J]. 海洋环境科学, 35(03):410-416+433.

[14]. 2016:李溢龙李晓红薛存金(通讯作者)林孝松2016)一种基于事件的海洋关联规则挖掘方法[J]. 应用科学学报, 34(04):387-396.

[15]. 2016:吴书超董庆薛存金(通讯作者)毕经武廖志宏宋晚郊2016)面向中尺度涡提取的SLA去噪方法研究[J]. 地球信息科学学报, 18(09):1240-1248.

[16]. 2015:秦丽娟董庆薛存金2015)西北太平洋热带气旋源地30a的季节和年代际变化[J]. 海洋环境科学, 34(05):723-728.

[17]. 2014:应晨璐董庆薛存金温晓阳2014)大区域海洋遥感数据处理方法研究[J]. 海洋科学, 38(08):116-125.

[18]. 2012:杨彩虹薛存金(通讯作者)季民2012 30年西北太平洋热带气旋时空特征分析[J]. 地球信息科学学报, 14(05):611-617.

[19]. 2012:薛存金董庆2012)海洋时空过程数据模型及其原型系统构建研究[J]. 海洋通报, 31(06):667-674.

[20]. 2011:谢炯薛存金张丰2011 时态GIS的面向过程语义与HAS表达框架[J]. 地理与地理信息科学,  27(04):1-7.

[21]. 2010:薛存金谢炯2010 时空数据模型的研究现状与展望[J]. 地理与地理信息科学, 26(01):1-6.

[22]. 2009:薛存金苏奋振2009 不确定性对象表达及其时空拓扑研究[J]. 地球信息科学学报, 11(04):475-481.

[23]. 2009:薛存金苏奋振2009 不确定性对象表达及其时空拓扑研究[J]. 地球信息科学学报, 11(04):475-481.

[24]. 2008:薛存金苏奋振杜云艳2008 海洋地理信息系统集成技术分析[J]. 海洋学报, (04):56-62.

[25]. 2008:薛存金苏奋振周军其郭衍游仉天宇2008 基于形态学的海洋锋形态特征提取[J]. 海洋科学, (05):57-61.

[26]. 2007:薛存金苏奋振周军其2007)基于小波分析的海洋锋形态特征提取[J]. 海洋通报, (02):20-27.

[27]. 2007:薛存金苏奋振周成虎2007 基于特征的海洋锋线过程时空数据模型分析与应用[J]. 地球信息科学, (05):50-56+128.

[28]. 2006:薛存金苏奋振周军其.2006)最佳结构元素尺寸的自适应确定算法[J]. 中国图象图形学报, (03):317-324.

[29]. 2006:李珊薛存金贺惠忠2006)基于特征的海洋线数据模型[J]. 中山大学学报论丛, (09):193-198.

 

 

招生信息

招生专业

070503-地图学与地理信息系统

 

招生方向

海洋时空挖掘

海洋可持续发展

 

 

指导学生情况

现指导学生:

岳林峰  硕士研究生  085700-资源与环境 

王振国  硕士研究生  085700-资源与环境 

牛超然  硕士研究生  085700-资源与环境 

项 峥    硕士研究生  070503-地图学与地理信息系统

 

联合培养:

陈博文 博士 2021

徐洋峰 硕士 2022

孙雨琦 硕士 2021

岳增友 硕士2021

刘敬一 博士 2020

孙强   硕士 2019

洪娅岚 硕士 2019

杨光辉 硕士 2019

廖志宏 博士 2017

刘敬一 硕士 2017

李溢龙 硕士 2016

李晓红 硕士2016

马为駽 硕士2013

杨彩虹 硕士2012