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

   

2021-07~2023-02,Lancaster University, 公派博后
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] 王霞, 张一行, 张克荣. Automatic 10 m Forest Cover Mapping in 2020 at China’s Han River Basin by Fusing ESA Sentinel-1/Sentinel-2 Land Cover and Sentinel-2 near Real-Time Forest Cover Possibility. Forests[J]. 2023, 第 2 作者  通讯作者  1133(14): 1-14, https://doi.org/10.3390/ f14061133.
[2] 王雅澜, G.Foody, 李晓冬, 张一行, 周璞, 杜耘. Regression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies. GIScience & Remote Sensing[J]. 2023, 第 4 作者
[3] Agricultural and Forest Meteorology. 2023, 第 1 作者
[4] Wang, Xia, Gong, Jian, 张一行, Atkinson, Peter M. Near real-time surface water extraction from GOES-16 geostationary satellite ABI images by constructing and sharpening the green-like band. SCIENCE OF REMOTE SENSING[J]. 2022, 第 3 作者  通讯作者  5: 100055, https://doaj.org/article/6ffbe9cb07f1429896644756799abc96.
[5] 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, 第 8 作者60: 
[6] 张一行, 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, 第 1 作者261: http://dx.doi.org/10.1016/j.rse.2021.112470.
[7] 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, 第 6 作者265: 
[8] 张一行, 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, 第 1 作者59(10): 8599-8614, http://dx.doi.org/10.1109/TGRS.2020.3041724.
[9] 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[J]. 2021, 第 4 作者30(2): 321-329, https://yangtzebasin.whlib.ac.cn/CN/10.11870/cjlyzyyhj202102007.
[10] 尚成, 李炘妍, 殷志祥, 李晓冬, 王立辉, 张一行, 杜耘, 凌峰. Spatiotemporal Reflectance Fusion Using a Generative Adversarial Network. IEEE Transactions on Geoscience and Remote Sensing[J]. 2021, 第 6 作者2021(99): 1-15, 
[11] Rui Chen, 李晓冬, 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.
[12] Wang, Xia, 张一行, 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, 第 2 作者92: https://www.webofscience.com/wos/woscc/full-record/WOS:000550572100015.
[13] 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, 第 5 作者237: http://dx.doi.org/10.1016/j.rse.2019.111537.
[14] 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, 第 5 作者16(8): 1279-1283, https://www.webofscience.com/wos/woscc/full-record/WOS:000476814300022.
[15] 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, 第 1 作者224: 74-91, http://ir.igsnrr.ac.cn/handle/311030/48657.
[16] 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, 第 7 作者40(22): 8484-8505, http://dx.doi.org/10.1080/01431161.2019.1612119.
[17] 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, 第 7 作者55(7): 5631-5649, http://dx.doi.org/10.1029/2018WR024136.
[18] 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, 第 5 作者57(7): 4951-4966, 
[19] 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, 第 5 作者10(8): https://doaj.org/article/5d3ac96f501e4c27a85b2f377c6e24f6.
[20] 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, 第 1 作者213: 162-181, http://dx.doi.org/10.1016/j.rse.2018.05.010.
[21] 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, 第 6 作者55(7): 3885-3899, https://www.webofscience.com/wos/woscc/full-record/WOS:000404300900020.
[22] 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, 第 2 作者10(9): 4116-4123, https://www.webofscience.com/wos/woscc/full-record/WOS:000412626400026.
[23] 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, 第 1 作者10(5): 1883-1896, http://dx.doi.org/10.1109/JSTARS.2017.2650260.
[24] 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, 第 5 作者196: 293-311, http://dx.doi.org/10.1016/j.rse.2017.05.011.
[25] 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, 第 7 作者9(11): http://ir.igsnrr.ac.cn/handle/311030/56746.
[26] 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, 第 1 作者63: 129-142, http://dx.doi.org/10.1016/j.jag.2017.07.017.
[27] 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, 第 1 作者55(1): 600-614, http://dx.doi.org/10.1109/TGRS.2016.2613140.
[28] 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, 第 6 作者9(11): http://dx.doi.org/10.3390/rs9111175.
[29] 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, 第 2 作者8(4): https://doaj.org/article/18387b22bd4b43dea65c4bc561ba554d.
[30] 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[J]. 2016, 第 4 作者50(4): 624-632, http://lib.cqvip.com/Qikan/Article/Detail?id=669472042.
[31] 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, 第 2 作者54(7): 3794-3810, https://www.webofscience.com/wos/woscc/full-record/WOS:000377478400006.
[32] 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, 第 4 作者8(8): https://doaj.org/article/e2e5471a897249d9b7857d82d5e3199f.
[33] 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, 第 1 作者8(11): 5130-5145, https://www.webofscience.com/wos/woscc/full-record/WOS:000369901600013.
[34] 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, 第 1 作者12(8): 1740-1744, http://www.corc.org.cn/handle/1471x/2376457.
[35] 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, 第 1 作者36(11): 2831-2850, https://www.webofscience.com/wos/woscc/full-record/WOS:000357294900008.
[36] 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, 第 3 作者12(9): 1963-1967, https://www.webofscience.com/wos/woscc/full-record/WOS:000359579000033.
[37] 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, 第 4 作者52(9): 5677-5692, http://ir.hfcas.ac.cn/handle/334002/12704.
[38] 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, 第 5 作者93: 76-87, http://dx.doi.org/10.1016/j.isprsjprs.2014.03.013.
[39] 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, 第 1 作者  通讯作者  11(5): 1024-1028, https://www.webofscience.com/wos/woscc/full-record/WOS:000328708000028.
[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[J]. 2014, 第 6 作者35(13): 5251-5262, http://ir.hfcas.ac.cn/handle/334002/12709.
[41] 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, 第 4 作者52(5): 2810-2823, https://www.webofscience.com/wos/woscc/full-record/WOS:000332484700044.
[42] 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, 第 1 作者7(4): 1271-1283, http://dx.doi.org/10.1109/JSTARS.2014.2305652.
[43] Ling, Feng, Du, Yun, Li, Xiaodong, Li, Wenbo, Xiao, Fei, Zhang, Yihang. Interpolation-based super-resolution land cover mapping. REMOTE SENSING LETTERS[J]. 2013, 第 6 作者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, 负责人, 地方任务, 2018-01--2019-12
（ 2 ） 多源遥感数据森林时空超分辨率制图研究, 负责人, 国家任务, 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, 负责人, 中国科学院计划, 2019-09--2023-12
（ 4 ） 武汉黄鹤英才（优秀青年人才）, 负责人, 地方任务, 2021-01--2023-12
（ 5 ） 面向多源遥感影像时空丰度融合的高低强度森林变化同步监测, 负责人, 国家任务, 2023-01--2026-12
（ 6 ） 双碳目标下长江流域次生林恢复高时空分辨率演变及固碳潜力研究（湖北省杰青）, 负责人, 地方任务, 2022-10--2025-09

现指导学生

陈睿  硕士研究生  070501-自然地理学