基本信息
李晓冬  男  硕导  中国科学院测量与地球物理研究所
电子邮件: lixiaodong@whigg.ac.cn
通信地址: 湖北省武汉市武昌区徐东大街340号
邮政编码:

研究领域

遥感影像时空融合,多源数据融合与应用,遥感影像超分辨率制图

招生信息

自然地理学,遥感影像时空分析。招收自然地理学,计算机,遥感,GIS,资源环境等背景的学生。


招生专业
070501-自然地理学
070503-地图学与地理信息系统
081602-摄影测量与遥感
招生方向
自然地理学,遥感

教育背景

2009-07--2012-06   中国科学院研究生院   理学博士
教育经历

2009--2012   中国科学院研究生院   自然地理学  理学博士;

2006--2009   中国科学院研究生院   自然地理学  理学硕士;

2002--2006   中国地质大学(武汉)   GIS  工学学士

工作经历

2018,British Academy访问学者,英国诺丁汉大学

2015-01~现在, 中国科学院测量与地球物理研究所, 副研究员

2012-07~2014-12,中国科学院测量与地球物理研究所, 助理研究员


出版信息


期刊论文

1.       Li Xiaodong, Giles M. Foody, Doreen S. Boyd, Ge Yong, Zhang Yihang, Du Yun, Ling Feng, SFSDAF: An enhanced FSDAF that incorporates sub-pixel class fraction change information for spatio-temporal image fusion. Remote Sensing of Environment, 2020, 237, 111537.

2.       Li Xiaodong, Chen Rui, Giles M. Foody, Wang Lihui, Yang Xiaohong, Du Yun, Ling Feng, Spatio-Temporal Sub-Pixel Land Cover Mapping of Remote Sensing Imagery Using Spatial Distribution Information From Same-Class Pixels. Remote Sensing, 2020, 12(3), 503.

3.       Li Xiaodong, Ling Feng, Giles M. Foody, Ge Yong, Zhang Yihang, Wang Lihui, Shi Lingfei, Li Xinyan, Du Yun, Spatial-temporal super-resolution land cover mapping with a local spatial-temporal dependence model, IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(7), 4951-4966.

4.       Li Xinyan, Li Xiaodong, Giles M. Foody, Yang Xiaohong, Zhang Yihang, Du Yun, Ling Feng, Optimal endmember-based super-resolution land cover mapping, IEEE Geoscience and Remote Sensing Letters, 2019, 16(8), 1279 – 1283.

5.       Giles M. Foody, Ling Feng, Doreen S. Boyd, Li Xiaodong, Jessica Wardlaw, Earth Observation and Machine Learning to Meet Sustainable Development Goal 8.7: Mapping Sites Associated with Slavery from Space, Remote Sensing, 2019, 11(3), 266.

6.       Ling Feng, Doreen S. Boyd, Ge Yong, Giles M. Foody, Li Xiaodong, Wang Lihui, Zhang Yihang, Shi Lingfei, Shang Cheng, Li Xinyan, Du Yun, Measuring river wetted width from remotely sensed imagery at the subpixel scale with a deep convolutional neural network. Water Resources Research, 2019, 55(7): 5631-5649.

7.       Zhang Yihang, Ling Feng, Giles M. Foody, Ge Yong, Doreen S. Boyd, Li Xiaodong, Du Yun, Peter M. Atkinson, Mapping annual forest cover by fusing PALSAR/PALSAR-2 and MODIS NDVI during 2007–2016, Remote Sensing of Environment, 2019, 224, 74-91.

8.       Shi Lingfei, Ling Feng, Giles M. Foody, Chen Cheng, Fang Shiming, Li Xiaodong, Zhang Yihan, Du Yun, Permanent disappearance and seasonal fluctuation of urban lake area in Wuhan, China monitored with long time series remotely sensed images from 1987 to 2016, International Journal of Remote Sensing, 2019, 40(22), 8484-8505.

9.       Yang Xiaohong, Xie Zhong, Ling Feng, Li Xiaodong, Zhang Yihang, Zhong Ming, Spatio-temporal super-resolution land cover mapping based on fuzzy C-means clustering, Remote Sensing, 2018 10(8):1212.

10.     Jia Yuanxin, Ge Yong, Ling Feng, Guo Xian, Wang Jianghao, Wang Le, Chen Yuehong, Li Xiaodong, Urban land use mapping by combining remote sensing imagery and mobile phone positioning data, Remote Sensing, 2018, 10(3), 446.

11.     Zhang Yihang, Giles Foody, Ling Feng, Li Xiaodong, Ge Yong, Du Yun, Peter Atkinson, Spatial-temporal fraction map fusion with multi-scale remotely sensed images, Remote Sensing of Environment, 2018,213:162-181.

12.     Li Yuanzheng, Wang Lan, Zhou Hongxuan, Zhao Guosong, Ling Feng, Li Xiaodong, Qiu Juan, Urbanization effects on changes in the observed air temperatures during 1977–2014 in China, International Journal of Climatology, 2018,1, 251-265.

13.     Li Xiaodong, Ling Feng, Giles M. Foody, Ge Yong, Zhang Yihang, Du Yun, Generating a series of fine spatial and temporal resolution land cover maps by fusing coarse spatial resolution remotely sensed images and fine spatial resolution land cover maps, Remote Sensing of Environment, 2017,196:293-311.

14.     Ling Feng, Giles M. Foody, Du Hao, Ban Xuan, Li Xiaodong, Zhang Yihang, Du Yun, , Monitoring Thermal Pollution in Rivers Downstream of Dams with Landsat ETM plus Thermal Infrared Images. Remote Sensing2017, 9(11), 1175.

15.     Shi Lingfei, Ling Feng, Ge Yong, Li Xiaodong, Wang Lihui, Zhang Yihang, Du Yun, Impervious Surface change mapping with an uncertainty-based spatial-temporal consistency model: a case study in Wuhan city using Landsat time-series datasets from 1987 to 2016, Remote Sensing, 2017, 9(11):1148.

16.     Zhang Yihang, Li Xiaodong, Ling Feng, Peter Atkinson, Ge Yong, Shi Lingfei, Du Yun, Updating Landsat-based forest cover maps with MODIS images using multiscale spectral-spatial-temporal superresolution mapping, International Journal of Applied Earth Observation and Geoinformation, 2017,63:129-142

17.     Zhang Yihang, Peter Atkinson, Ling Feng, Wang Qunming, Li Xiaodong, Shi Lingfei, Du Yun, Spectral-spatial adaptive area-to-point regression kriging for MODIS image downscaling, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,10-5: 1883–1896.

18.     Li Xiaodong, Ling Feng, Giles Foody, Du Yu. A superresolution land-cover change detection method using remotely sensed images with different spatial resolutions. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(7): 3822-3841.

19.     Li Xiaodong, Ling Feng, Giles Foody, Du Yu. Improving super-resolution mapping through combining multiple super-resolution land-cover maps. International Journal of Remote Sensing, 2016, 37(10): 2415-2432.

20.     Li Xiaodong, Du Yun, Ling Feng, Li Wenbo. Locally adaptive linear mixture model-based super-resolution land-cover mapping based on a structure tensor. International Journal of Remote Sensing, 2016, 37(24): 5802-5825.

21.     Zhang Yihang, Peter M. Atkinson, Li Xiaodong, Ling Feng, Wang Qunming, Du Yun, Learning-based spatial-temporal superresolution mapping of forest cover with MODIS images, IEEE Transactions on Geoscience and Remote Sensing, 2016, 55(1), 600-614.

22.     Du Yun, Zhang Yihang, Ling Feng, Wang Qunming, Li Wenbo, Li Xiaodong. Water bodies’ mapping from Sentinel-2 imagery with modified normalized difference water index at 10-m spatial resolution produced by sharpening the SWIR band, Remote Sensing, 2016, 8, 354.

23.     Ling Feng, Zhang Yihang, Giles Foody, Li Xiaodong, Zhang Xiuhua, Fang Shiming, Li Wenbo, Du Yun. Learning-based superresolution land cover mapping. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(7): 3794-3810.

24.     Ling Feng, Giles Foody, Ge Yong, Li Xiaodong, Du Yun. An iterative interpolation deconvolution algorithm for superresolution land cover mapping. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(12): 7210-7222.

25.     Ling Feng, Giles Foody, Li Xiaodong, Zhang Yihang, Du Yun. Assessing a temporal change strategy for sub-pixel land cover change mapping from multi-scale remote sensing imagery. Remote Sensing, 2016, 8, 642.

26.     Li Xiaodong, Du Yun, Ling Feng. Sub-Pixel-scale land cover map updating by integrating change detection and sub-pixel mapping. Photogrammetric Engineering & Remote Sensing, 2015, 81(1): 59-67.

27.     Ling Feng, Du Yun, Zhang Yihang, Li Xiaodong, Xiao Fei. Burned-Area Mapping at the Subpixel Scale With MODIS Images, IEEE Geoscience and Remote Sensing Letters, 2015, 12: 1963 - 1967.

28.     Zhang Yihang, Ling Feng, Li Xiaodong, Du Yun, Super-resolution land cover mapping using multiscale self-similarity redundancy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8 (11):5130-5145.

29.     Zhang Yihang, Du Yun, Ling Feng, Li Xiaodong, Improvement of the example regression based super-resolution land cover mapping algorithm, IEEE Geoscience and Remote Sensing Letters, 2015, 12: 1740-1744.

30.     Zhang Yihang, Du Yun, Ling Feng, Wang Xia, Li Xiaodong, Spectralspatial based sub-pixel mapping of remotely sensed imagery with multi-scale spatial dependence, International Journal of Remote Sensing, 2015, 36: 2831-2850.

31.     Li Xiaodong, Ling Feng, Du Yun, Zhang Yihang, Spatially Adaptive Superresolution Land Cover Mapping With Multispectral and Panchromatic Images, IEEE Transactions on Geoscience and Remote Sensing, 2014525: 2810-2823.

32.     Li XiaodongLing FengDu YunFeng QiZhang YihangA Spatial-Temporal Hopfield Neural Network Approach For Super-Resolution Land Cover Mapping With Multi-Temporal Different Resolution Remotely Sensed ImagesISPRS Journal of Photogrammetry and Remote Sensing20149376-87

33.     Li XiaodongDu YunLing FengSuper-Resolution Mapping of Forests With Bitemporal Different Spatial Resolution Images Based on the Spatial-Temporal Markov Random FieldIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing201471):29-39.

34.     Li XiaodongDu YunLing FengFeng QiFu BitaoSuperresolution Mapping of Remotely Sensed Image Based on Hopfield Neural Network With Anisotropic Spatial Dependence ModelIEEE Geoscience and Remote Sensing Letters, 2014117):1265-1269.

35.     Zhang YihangDu YunLing FengFang ShimingLi XiaodongExample-Based Super-Resolution Land Cover Mapping Using Support Vector RegressionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing201474):1271-1283

36.     Zhang YihangDu YunLi XiaodongFang ShimingLing FengUnsupervised Subpixel Mapping of Remotely Sensed Imagery Based on Fuzzy C-Means Clustering ApproachIEEE Geoscience and Remote Sensing Letters2014115):1024-1028

37.     Ling FengLi XiaodongXiao FeiDu YunSuperresolution Land Cover Mapping Using Spatial RegularizationIEEE Transactions on Geoscience and Remote Sensing2014527):4424-4439

38.     Ling FengDu YunLi XiaodongZhang YihangXiao FeiFang ShimingLi WenboSuperresolution Land Cover Mapping With Multiscale Information by Fusing Local Smoothness Prior and Downscaled Coarse Fractions, IEEE Transactions on Geoscience and Remote Sensing2014529):5677-5692

39.     Ling FengLi XiaodongDu YunXiao FeiSuper-Resolution Land Cover Mapping with Spatial-Temporal Dependence by Integrating a Former Fine Resolution MapIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing201475):1816-1825

40.     Ling FengFang ShimingLi WenboLi XiaodongXiao FeiZhang YihangDu YunPost-Processing of Interpolation-Based Super-Resolution Mapping with Morphological Filtering and Fraction RefillingInternational Journal of Remote Sensing20143513):5251-5262

41.     Ling FengLi XiaodongDu YunXiao FeiSub-Pixel Mapping of Remotely Sensed Imagery with Hybrid Intra- and Inter-Pixel DependenceInternational Journal of Remote Sensing2013341):341-357

42.     Ling FengDu YunLi XiaodongLi WenboXiao FeiZhang YihangInterpolation-Based Super-Resolution Land Cover MappingRemote Sensing Letters201347):629-638

43.     Ling FengLi XiaodongXiao FeiFang ShimingDu YunObject-Based Sub-Pixel Mapping of Buildings Incorporating the Prior Shape Information from Remotely Sensed ImageryInternational Journal of Applied Earth Observation and Geoinformation201218283-292

44.     Ling FengDu YunXiao FeiLi XiaodongSubpixel Land Cover Mapping by Integrating Spectral and Spatial Information of Remotely Sensed ImageryIEEE Geoscience and Remote Sensing Letters201293):408-412

45.     Ling FengCai XiaobinLi WenboXiao FeiLi XiaodongDu YunMonitoring River Discharge with Remotely Sensed Imagery Using River Island Area as an IndicatorJournal of Applied Remote Sensing201261-8

46.     Li XiaodongDu YunLing FengSpatially Adaptive Smoothing Parameter Selection for Markov Random Field Based Sub-Pixel Mapping of Remotely Sensed ImagesInternational Journal of Remote Sensing20123324):7886-79

47.     Li XiaodongLing FengDu YunSuper-Resolution Mapping Based on the Supervised Fuzzy C-Means ApproachRemote Sensing Letters201236):501-510

48.     Ling FengLi WenboDu YunLi XiaodongLand Cover Change Mapping at the Subpixel Scale With Different Spatial-Resolution Remotely Sensed ImageryIEEE Geoscience and Remote Sensing Letters201181):182-186

49.     Li XiaodongDu YunLing FengWu ShengjunFeng QiUsing a Sub-Pixel Mapping Model to Improve the Accuracy of Landscape Pattern IndicesEcological Indicators2011115):1160-1170



会议论文

1.       Li Xiaodong, Giles M. Foody, Doreen S. Boyd, Ling Feng, Aging brick kilns in the Asian brick belt using a long time series of Landsat sensor data to inform the study of modern day slavery, IEEE International Geoscience and Remote Sensing Symposium 2019, 2019, 130-133.

2.       Li Xiaodong, Ling Feng, Du Yun, Land cover blending: A new framework to generate high spatial and temporal resolution land cover maps from remotely sensed images, IEEE International Geoscience and Remote Sensing Symposium 2016, 2016, 3418-3421.


科研活动

   
科研项目
( 1 ) 基于时空Markov随机场的遥感影像超分辨率制图研究, 主持, 国家级, 2014-01--2016-12
( 2 ) 多尺度遥感影像变化监测研究, 主持, 省级, 2015-01--2016-12
( 3 ) 融合多时空尺度遥感影像的高时空分辨率地物制图, 主持, 国家级, 2017-01--2020-12
( 4 ) 中国科学院青年创新促进会, 主持, 部委级, 2017-01--2020-12
( 5 ) 基于多源遥感影像时空融合的快速城市化地区土地覆盖高分辨率动态监测, 主持, 省级, 2018-01--2020-12

合作情况

Remote sensing to inform sustainable development,英国诺丁汉大学( Giles M. Foody教授,Doreen S. Boyd教授


指导学生

现指导学生

陈睿  硕士研究生  070501-自然地理学  

周璞  硕士研究生  070501-自然地理学