遥感数据融合及其在全球森林动态变化监测中的应用研究

   

070501-自然地理学
070503-地图学与地理信息系统

遥感技术与应用
森林生态学
全球植被变化

2015-11--2016-11   Lancaster University   博士联合培养
2012-09--2017-06   中国科学院大学   博士
2008-09--2012-06   中国地质大学（武汉）   本科

   

2019-12~现在, 中国科学院精密测量科学与技术创新研究院, 副研究员
2017-07~2019-11,中国科学院测量与地球物理研究所, 助理研究员

   

（1） 武汉黄鹤英才, 市地级, 2020
（2） 中国科学院优秀博士学位论文, 特等奖, 院级, 2019
（3） 中国科学院院长奖（优秀奖）, 一等奖, 院级, 2017

   

[1] 殷志祥, 凌峰, 李炘妍, 蔡晓斌, 池泓, 李晓冬, 王立辉, 张一行, 杜耘. A Cascaded Spectral-Spatial CNN Model for Super-Resolution River Mapping With MODIS Imager. IEEE Transactions on Geoscience and Remote Sensing[J]. 2022, 60: [2] Zhang, Yihang, Ling, Feng, Wang, Xia, Foody, Giles M, Boyd, Doreen S, Li, Xiaodong, Du, Yun, Atkinson, Peter M. Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record. Remote Sensing of Environment[J]. 2021, 261: http://dx.doi.org/10.1016/j.rse.2021.112470.
[3] Li, Xiaodong, Ling, Feng, Foody, Giles M, Boyd, Doreen S, Jiang, Lai, Zhang, Yihang, Zhou, Pu, Wang, Yalan, Chen, Rui, Du, Yun. Monitoring high spatiotemporal water dynamics by fusing MODIS, Landsat, water occurrence data and DEM. Remote Sensing of Environment[J]. 2021, 265: [4] Zhang, Yihang, Atkinson, Peter M, Ling, Feng, Foody, Giles M, Wang, Qunming, Ge, Yong, Li, Xiaodong, Du, Yun. Object-Based Area-to-Point Regression Kriging for Pansharpening. IEEE Transactions on Geoscience and Remote Sensing[J]. 2021, 59(10): 8599-8614, http://dx.doi.org/10.1109/TGRS.2020.3041724.
[5] 贾小凤, 朱红春, 凌峰, 张一行, 王立辉, 杜耘. 基于Landsat多光谱与PALSAR/PALSAR-2数据的汉江流域森林覆盖变化研究. 长江流域资源与环境. 2021, 30(2): 321-329, http://lib.cqvip.com/Qikan/Article/Detail?id=7104484407.
[6] Rui Chen, Xiaodong Li, Yihang Zhang, Pu Zhou, Yalan Wang, Lingfei Shi, Lai Jiang, Feng Ling, Yun Du. Spatiotemporal Continuous Impervious Surface Mapping by Fusion of Landsat Time Series Data and Google Earth Imagery. Remote Sensing[J]. 2021, 13(12): http://dx.doi.org/10.3390/rs13122409.
[7] Wang, Xia, Zhang, Yihang, Atkinson, Peter M, Yao, Huaiying. Predicting soil organic carbon content in Spain by combining Landsat TM and ALOS PALSAR images. International Journal of Applied Earth Observation and Geoinformation[J]. 2020, 92: https://www.webofscience.com/wos/woscc/full-record/WOS:000550572100015.
[8] Li, Xiaodong, Foody, Giles M, Boyd, Doreen S, 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[J]. 2020, 237: http://dx.doi.org/10.1016/j.rse.2019.111537.
[9] Xia Wang, Yihang Zhang, Peter M Atkinson, Huaiying Yao. Predicting soil organic carbon content in Spain by combining Landsat TM and ALOS PALSAR images. International Journal of Applied Earth Observations and Geoinformation. 2020, 92: http://dx.doi.org/10.1016/j.jag.2020.102182.
[10] Zhang, Yihang, Ling, Feng, Foody, Giles M, Ge, Yong, Boyd, Doreen S, Li, Xiaodong, Du, Yun, Atkinson, Peter M. Mapping annual forest cover by fusing PALSAR/PALSAR-2 and MODIS NDVI during 2007-2016. Remote Sensing of Environment[J]. 2019, 224: 74-91, http://ir.igsnrr.ac.cn/handle/311030/48657.
[11] Li, Xinyan, Li, Xiaodong, Foody, Giles, Yang, Xiaohong, Zhang, Yihang, Du, Yun, Ling, Feng. Optimal Endmember-Based Super-Resolution Land Cover Mapping. IEEE Geoscience and Remote Sensing Letters[J]. 2019, 16(8): 1279-1283, https://www.webofscience.com/wos/woscc/full-record/WOS:000476814300022.
[12] Shi, Lingfei, Ling, Feng, Foody, Giles M, Chen, Cheng, Fang, Shiming, Li, Xiaodong, Zhang, Yihang, 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[J]. 2019, 40(22): 8484-8505, http://dx.doi.org/10.1080/01431161.2019.1612119.
[13] Ling, Feng, Boyd, Doreen, Ge, Yong, Foody, Giles M, 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[J]. 2019, 55(7): 5631-5649, http://dx.doi.org/10.1029/2018WR024136.
[14] Li, Xiaodong, Ling, Feng, Foody, Giles M, 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[J]. 2019, 57(7): 4951-4966, [15] 张一行. 多时空分辨率遥感影像超分辨率制图研究. 2018, [16] 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[J]. 2018, 10(8): https://doaj.org/article/5d3ac96f501e4c27a85b2f377c6e24f6.
[17] Zhang, Yihang, Foody, Giles M, Ling, Feng, Li, Xiaodong, Ge, Yong, Du, Yun, Atkinson, Peter M. Spatial-temporal fraction map fusion with multi-scale remotely sensed images. Remote Sensing of Environment[J]. 2018, 213: 162-181, http://dx.doi.org/10.1016/j.rse.2018.05.010.
[18] Wang, Qunming, Blackburn, George Alan, Onojeghuo, Alex O, Dash, Jadunandan, Zhou, Lingquan, Zhang, Yihang, Atkinson, Peter M. Fusion of Landsat 8 OLI and Sentinel-2 MSI Data. IEEE Transactions on Geoscience and Remote Sensing[J]. 2017, 55(7): 3885-3899, https://www.webofscience.com/wos/woscc/full-record/WOS:000404300900020.
[19] Wang, Qunming, Zhang, Yihang, Onojeghuo, Alex O, Zhu, Xiaolin, Atkinson, Peter M. Enhancing Spatio-Temporal Fusion of MODIS and Landsat Data by Incorporating 250 m MODIS Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing[J]. 2017, 10(9): 4116-4123, https://www.webofscience.com/wos/woscc/full-record/WOS:000412626400026.
[20] Zhang, Yihang, Atkinson, Peter M, 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[J]. 2017, 10(5): 1883-1896, http://dx.doi.org/10.1109/JSTARS.2017.2650260.
[21] Li, Xiaodong, Ling, Feng, Foody, Giles M, 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[J]. 2017, 196: 293-311, http://dx.doi.org/10.1016/j.rse.2017.05.011.
[22] Lingfei Shi, Feng Ling, Yong Ge, Giles M Foody, Xiaodong Li, Lihui Wang, Yihang Zhang, Yun Du. 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[J]. 2017, 9(11): http://ir.igsnrr.ac.cn/handle/311030/56746.
[23] Zhang, Yihang, Li, Xiaodong, Ling, Feng, Atkinson, Peter M, 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[J]. 2017, 63: 129-142, http://dx.doi.org/10.1016/j.jag.2017.07.017.
[24] Ling, Feng, Foody, Giles M, 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[J]. 2017, 9(11): http://dx.doi.org/10.3390/rs9111175.
[25] Zhang, Yihang, Atkinson, Peter M, 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[J]. 2017, 55(1): 600-614, http://dx.doi.org/10.1109/TGRS.2016.2613140.
[26] Yun Du, Yihang Zhang, Feng Ling, Qunming Wang, Wenbo Li, Xiaodong Li. 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[J]. 2016, 8(4): https://doaj.org/article/18387b22bd4b43dea65c4bc561ba554d.
[27] 郑东博, 凌峰, 李晓冬, 张一行, 杜耘. 基于MODIS数据的水体超分辨率制图——以丹江口水库为例. 华中师范大学学报：自然科学版. 2016, 50(4): 624-632, http://lib.cqvip.com/Qikan/Article/Detail?id=669472042.
[28] Ling, Feng, Zhang, Yihang, Foody, Giles M, Li, Xiaodong, Zhang, Xiuhua, Fang, Shiming, Li, Wenbo, Du, Yun. Learning-Based Superresolution Land Cover Mapping. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2016, 54(7): 3794-3810, https://www.webofscience.com/wos/woscc/full-record/WOS:000377478400006.
[29] Ling, Feng, Foody, Giles M, 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[J]. 2016, 8(8): https://doaj.org/article/e2e5471a897249d9b7857d82d5e3199f.
[30] 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[J]. 2015, 8(11): 5130-5145, https://www.webofscience.com/wos/woscc/full-record/WOS:000369901600013.
[31] 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[J]. 2015, 12(8): 1740-1744, http://www.corc.org.cn/handle/1471x/2376457.
[32] 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[J]. 2015, 36(11): 2831-2850, https://www.webofscience.com/wos/woscc/full-record/WOS:000357294900008.
[33] 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[J]. 2015, 12(9): 1963-1967, https://www.webofscience.com/wos/woscc/full-record/WOS:000359579000033.
[34] 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[J]. 2014, 52(9): 5677-5692, http://ir.hfcas.ac.cn/handle/334002/12704.
[35] 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[J]. 2014, 93: 76-87, http://dx.doi.org/10.1016/j.isprsjprs.2014.03.013.
[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[J]. 2014, 11(5): 1024-1028, https://www.webofscience.com/wos/woscc/full-record/WOS:000328708000028.
[37] 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[J]. 2014, 35(13): 5251-5262, http://ir.hfcas.ac.cn/handle/334002/12709.
[38] 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[J]. 2014, 52(5): 2810-2823, https://www.webofscience.com/wos/woscc/full-record/WOS:000332484700044.
[39] 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[J]. 2014, 7(4): 1271-1283, https://www.webofscience.com/wos/woscc/full-record/WOS:000335390000025.
[40] Ling, Feng, Du, Yun, Li, Xiaodong, Li, Wenbo, Xiao, Fei, Zhang, Yihang. Interpolation-based super-resolution land cover mapping. REMOTE SENSING LETTERS[J]. 2013, 4(7): 629-638, http://ir.hfcas.ac.cn/handle/334002/12696.

   

（ 1 ） 湖北省多源遥感数据森林时空超分辨率制图及动态监测研究, 主持, 省级, 2018-01--2019-12
（ 2 ） 多源遥感数据森林时空超分辨率制图研究, 主持, 国家级, 2019-01--2021-12
（ 3 ） 深度学习框架下的高时空精度森林扰动与恢复动态监测, 主持, 部委级, 2019-09--2023-12

现指导学生

陈睿  硕士研究生  070501-自然地理学