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个人简介

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 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)

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

近期论文

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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 Sensing, 2017, 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, Spectral–spatial 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, 2014,52(5): 2810-2823. 32. Li Xiaodong,Ling Feng,Du Yun,Feng Qi,Zhang Yihang,A Spatial-Temporal Hopfield Neural Network Approach For Super-Resolution Land Cover Mapping With Multi-Temporal Different Resolution Remotely Sensed Images,ISPRS Journal of Photogrammetry and Remote Sensing,2014,93:76-87 33. Li Xiaodong,Du Yun,Ling Feng,Super-Resolution Mapping of Forests With Bitemporal Different Spatial Resolution Images Based on the Spatial-Temporal Markov Random Field,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2014,7(1):29-39. 34. Li Xiaodong,Du Yun,Ling Feng,Feng Qi,Fu Bitao,Superresolution Mapping of Remotely Sensed Image Based on Hopfield Neural Network With Anisotropic Spatial Dependence Model,IEEE Geoscience and Remote Sensing Letters, 2014,11(7):1265-1269. 35. Zhang Yihang,Du Yun,Ling Feng,Fang Shiming,Li Xiaodong,Example-Based Super-Resolution Land Cover Mapping Using Support Vector Regression,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2014,7(4):1271-1283 36. Zhang Yihang,Du Yun,Li Xiaodong,Fang Shiming,Ling Feng,Unsupervised Subpixel Mapping of Remotely Sensed Imagery Based on Fuzzy C-Means Clustering Approach,IEEE Geoscience and Remote Sensing Letters,2014,11(5):1024-1028 37. Ling Feng,Li Xiaodong,Xiao Fei,Du Yun,Superresolution Land Cover Mapping Using Spatial Regularization,IEEE Transactions on Geoscience and Remote Sensing,2014,52(7):4424-4439 38. Ling Feng,Du Yun,Li Xiaodong,Zhang Yihang,Xiao Fei,Fang Shiming,Li Wenbo,Superresolution Land Cover Mapping With Multiscale Information by Fusing Local Smoothness Prior and Downscaled Coarse Fractions, IEEE Transactions on Geoscience and Remote Sensing,2014,52(9):5677-5692 39. Ling Feng,Li Xiaodong,Du Yun,Xiao Fei,Super-Resolution Land Cover Mapping with Spatial-Temporal Dependence by Integrating a Former Fine Resolution Map,IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2014,7(5):1816-1825 40. Ling Feng,Fang Shiming,Li Wenbo,Li Xiaodong,Xiao Fei,Zhang Yihang,Du Yun,Post-Processing of Interpolation-Based Super-Resolution Mapping with Morphological Filtering and Fraction Refilling,International Journal of Remote Sensing,2014,35(13):5251-5262 41. Ling Feng,Li Xiaodong,Du Yun,Xiao Fei,Sub-Pixel Mapping of Remotely Sensed Imagery with Hybrid Intra- and Inter-Pixel Dependence,International Journal of Remote Sensing,2013,34(1):341-357 42. Ling Feng,Du Yun,Li Xiaodong,Li Wenbo,Xiao Fei,Zhang Yihang,Interpolation-Based Super-Resolution Land Cover Mapping,Remote Sensing Letters,2013,4(7):629-638 43. Ling Feng,Li Xiaodong,Xiao Fei,Fang Shiming,Du Yun,Object-Based Sub-Pixel Mapping of Buildings Incorporating the Prior Shape Information from Remotely Sensed Imagery,International Journal of Applied Earth Observation and Geoinformation,2012,18:283-292 44. Ling Feng,Du Yun,Xiao Fei,Li Xiaodong,Subpixel Land Cover Mapping by Integrating Spectral and Spatial Information of Remotely Sensed Imagery,IEEE Geoscience and Remote Sensing Letters,2012,9(3):408-412 45. Ling Feng,Cai Xiaobin,Li Wenbo,Xiao Fei,Li Xiaodong,Du Yun,Monitoring River Discharge with Remotely Sensed Imagery Using River Island Area as an Indicator,Journal of Applied Remote Sensing,2012,6:1-8 46. Li Xiaodong,Du Yun,Ling Feng,Spatially Adaptive Smoothing Parameter Selection for Markov Random Field Based Sub-Pixel Mapping of Remotely Sensed Images,International Journal of Remote Sensing,2012,33(24):7886-79 47. Li Xiaodong,Ling Feng,Du Yun,Super-Resolution Mapping Based on the Supervised Fuzzy C-Means Approach,Remote Sensing Letters,2012,3(6):501-510 48. Ling Feng,Li Wenbo,Du Yun,Li Xiaodong,Land Cover Change Mapping at the Subpixel Scale With Different Spatial-Resolution Remotely Sensed Imagery,IEEE Geoscience and Remote Sensing Letters,2011,8(1):182-186 49. Li Xiaodong,Du Yun,Ling Feng,Wu Shengjun,Feng Qi,Using a Sub-Pixel Mapping Model to Improve the Accuracy of Landscape Pattern Indices,Ecological Indicators,2011,11(5):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.

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