个人简历

1987年5月生，湖南长沙人。2010年获南京大学地理信息系统专业学士学位，2015年获南京大学资源环境遥感专业博士学位。现任职南京大学地理与海洋科学学院副教授，硕士生导师。
主持或参与国家自然科学基金项目、国家高分重大专项项目课题、国家863计划课题、国家科技基础资源调查专项项目子课题等10余项科研项目，在RSE、ISPRS P&RS、IEEE TGRS等遥感领域权威刊物发表学术论文50余篇，参编专著3部，获得江苏省优秀博士学位论文、（中国）地理信息科技进步奖二等奖、全国高校GIS论坛优秀教学成果奖等奖励。
参编专著
肖鹏峰，冯学智，张学良. 高分辨率积雪遥感识别与反演. 高等教育出版社, 2020.
冯学智，肖鹏峰，张学良，都金康，谢顺平. 天山中部积雪遥感与应用. 科学出版社, 2018.
肖鹏峰, 冯学智, 王培法, 叶盛, 吴桂平, 王珂, 张学良. 高分辨率遥感图像分割与信息提取. 科学出版社, 2012.
国家发明专利
一种利用自适应阈值分割确定最优标记图像的方法. 专利授权号：ZL201110084902.4.
高分辨率遥感图像新增建设用地变化图斑自动提取的方法. 专利授权号：ZL201210307230.3.
软件著作权
遥感图像分割软件RSEG V1.0, 软件著作权登记号: 2010SR072415.
低空遥感海量影像数据处理软件LRIP V1.0, 软件著作权登记号: 2012SR098466.
新疆天山中部高分载荷雪冰监测系统HRSIMS V1.0, 软件著作权登记号: 2013SR150447.
浙南海域高分辨率海洋环境影像处理系统V1.0, 登记号2016SR186850.
GF-6卫星宽幅相机林地变化检测软件V1.0，登记号：2020SR0552018
国家自然科学基金面上项目（42071297）“弱标记条件下高分辨率遥感图像语义分割关键技术研究”，2021.01~2024.12，主持
国家青年自然科学基金项目（41601366）“集成场景先验知识的高分辨率遥感图像语义分割”，2017.01~2019.12，主持，已结题
江苏省青年自然科学基金项目（BK20160623）“基于空间上下文知识的高分辨率遥感图像语义分割与优化研究”， 2016.07~2019.06，主持，已结题
中国博士后科学基金一等资助项目（2016M590438）“结合图像分割与地物分类的高分辨率遥感图像多尺度分析”，2016.06~2018.06，主持，已结题
国家科技基础资源调查专项项目子课题（2017FY100503-4）“中国积雪类型系列图件编制”， 2017.02~2021.01，联合负责人，在研
国家高分辨率对地观测系统重大专项项目课题（21-Y20A06-9001-17/18-05）“GF-6卫星宽幅相机林变化检测技术”，2018.01~2019.12，第二负责人，在研
国家自然科学基金面上项目（41671344）“利用SAR极化相位差反演北疆典型区积雪累积期的雪深”， 2017.01~2020.12，参与，在研
国家高分辨率对地观测系统重大专项项目（95-Y40B02-9001-13/15-04）“新疆天山中部高分载荷雪冰监测评价”，2011.05~2015.12，参与，已结题
国家高技术研究发展计划（863计划）课题（2008AA12Z106）“高空间分辨率卫星图像分割的新型技术研究”，2010.09~2011.12，参与，已结题
国土资源部公益性行业科研专项项目课题（201011015-1）“土地动态监测监察技术研究”， 2010.09~2014.12，参与，已结题
全国高校GIS论坛“优秀教学成果奖”（序2），2020年
江苏省青年遥感与地理信息科技奖，2020年
（全国）地理信息科技进步二等奖（序3），2017年
江苏省优秀博士学位论文，2017年
南京大学优秀博士学位论文，2017年
南京大学“优秀毕业生”, 2015年
博士研究生国家奖学金”, 2014年
第二届国际对地观测和遥感应用研讨会最佳学生论文奖, 2012年
中国地理信息产业青年优秀论文奖, 2012年
高校GIS新秀, 2012年

研究领域

"主要从事高分辨率遥感信息精准处理、智能解译与地学应用方面的研究，以遥感图像分割为关键技术在高分遥感图像处理、信息提取与应用方面取得了系统的研究成果，目前的研究兴趣主要包括遥感图像语义分割与地物识别、深度学习遥感应用、积雪动态变化及其气候生态效应"

近期论文

Zixian Zheng, Xueliang Zhang*, Pengfeng Xiao, Zhenshi Li. Integrating Gate and Attention Modules for High-resolution Image Semantic Segmentation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, DOI 10.1109/JSTARS.2021.3071353.
Zhenshi Li, Xueliang Zhang*, Pengfeng Xiao, Zixian Zheng. On the effectiveness of weakly supervised semantic segmentation for building extraction from high-resolution remote sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14: 3266-3251.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng. Object-specific optimization of hierarchical multiscale segmentations for high-spatial resolution remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 159: 308-321.
Lizao Ye, Pengfeng Xiao*, Xueliang Zhang*, Xuezhi Feng, Rui Hu, Wei Ma, Haixing Li, Yina Song, Tengyao Ma. Evaluating Snow Bidirectional Reflectance of Models Using Multiangle Remote Sensing Data and Field Measurements. IEEE Geoscience and Remote Sensing Letters, 2020, DOI: 10.1109/LGRS.2020.3024731.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Guangjun He. Another look on region merging procedure from seed region shift for high-resolution remote sensing image segmentation. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 148: 197-207.
Senyao Wu#, Xueliang Zhang#, Jinkang Du, Xiaobing Zhou, Ye Tuo, Runjie Li, Zheng Duan. The vertical influence of temperature and precipitation on snow cover variability in the Central Tianshan Mountains, Northwest China. Hydrological Process, 2019, 33:1686–1697.
Pengfeng Xiao*, Xueliang Zhang*, Hongmin Zhang, Rui Hu, Xuezhi Feng. Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image. Remote Sensing, 2018, 10(11): 1813.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Min Yuan. Separate segmentation of multi-temporal high-resolution remote sensing images for object-based change detection in urban area. Remote Sensing of Environment, 2017, 201C: 243-255.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng. Toward combining thematic information with hierarchical multiscale segmentations using tree Markov random field model. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 131C: 134-146.
Pengfeng Xiao*, Min Yuan, Xueliang Zhang*, Xuezhi Feng, Yanwen Guo. Cosegmentation for object-based building change detection from high-resolution remotely sensed images. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(3): 1587-1603.
Xueliang Zhang, Xuezhi Feng, Pengfeng Xiao, Guangjun He, Liujun Zhu. Segmentation quality evaluation using region-based precision and recall measures for remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 102: 73-84.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Li Feng, Nan Ye. Toward evaluating multiscale segmentations of high spatial resolution remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(7): 3694-3706.
Xueliang Zhang, Xuezhi Feng, Pengfeng Xiao. Multi-scale segmentation of high-spatial resolution remote sensing images using adaptively increased scale parameter, Photogrammetric Engineering & Remote Sensing, 2015, 82(6): 11-20.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng, Jiangeng Wang, Zuo Wang. Hybrid region merging method for segmentation of high-resolution remote sensing image. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 98: 19-28.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng. Fast hierarchical segmentation of high-resolution remote sensing image with adaptive edge penalty, Photogrammetric Engineering & Remote Sensing, 2014, 81(1): 71-80.
Xueliang Zhang, Pengfeng Xiao, Xiaoqun Song, Jiangfeng She. Boundary-constrained multi-scale segmentation method for remote sensing image. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 78: 15-25.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng. Impervious surface extraction from high-resolution satellite image using pixel- and object-based hybrid analysis. International Journal of Remote Sensing, 2013, 34(2): 4449-4465.
Xueliang Zhang, Pengfeng Xiao, Xuezhi Feng. An unsupervised evaluation method for remotely sensed imagery segmentation. IEEE Geoscience and Remote Sensing Letters, 2012, 9(2): 156-160.
Wei Ma, Pengfeng Xiao, Xueliang Zhang, Yina Song, Tengyao Ma, Lizao Ye. Retrieving snow wetness based on surface and volume scattering simulation.ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 169, 17-28.
Pengfeng Xiao, Chengxi Li, Liujun Zhu, Xueliang Zhang, Xuezhi Feng, Tengyao Ma. Multitemporal ensemble learning for snow cover extraction from high-spatial resolution images in mountain area. International Journal of Remote Sensing, 2020, 41(5): 1668-1691.
Guodong Bian, Jinkang Du, Mingming Song, Xueliang Zhang,Xingqi Zhang, Runjie Li, Sengyao Wu, Zheng Duan, Chong-Yu Xu. Detection and attribution of flood responses to precipitation change and urbanization: a case study in Qinhuai River Basin, Southeast China. Hydrology Research, 2020, 51 (2): 351–365.
Runjie Li, Jinkang Du, Guodong Bian, Yuefeng Wang, Changchun Chen, Xueliang Zhang, Maohua Li, Shanshan Wang, Senyao Wu, Shunping Xie, Long Yang, Chong-yu Xu. An integrated modelling approach for flood simulation in the urbanized Qinhuai River Basin, China. Water Resources Management, 2020. DOI: 10.1007/s11269-020-02614-4.
Fengling Zheng, Bin Xu, Pengfeng Xiao, Xueliang Zhang, Asiya Manlike, Yun-Xiang Jin, Chao Li, Xuezhi Feng, Shazhou An (2020): Estimation of chlorophyll content in mountain steppe using in-situ hyperspectral measurements, Spectroscopy Letters, DOI:10.1080/00387010.2019.1711131
Lei Ma, Yu Liu, Xueliang Zhang, Yuanxin Ye, Gaofei Yin, Brian Alan Johnson. Deep learning in remote sensing applications: A meta-analysis and review. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 152: 166-177.
Xiaobiao Wang, Shunping Xie, Xueliang Zhang, Cheng chen, Hao Guo, Jinkang Du, Zheng Duan, A robust Multi-Band Water Index (MBWI) for automated extraction of surface water from Landsat 8 OLI imagery. International Journal of Applied Earth Observation and Geoinformation, 2018, 68: 73-91.
Shunping Xie, Jinkang Du, Xiaobing Zhou, Xueliang Zhang, Xuezhi Feng, Wenlong Zheng, Zhiguang Li, Chong-Yu Xu. A progressive segmented optimization algorithm for calibrating time-variant parameters of the Snowmelt Runoff Model (SRM). Journal of hydrology, 2018, 566: 470-483.
Jianggeng Wang, Xuezhi Feng, Pengfeng Xiao, Nan Ye, Xueliang Zhang, Yinyi Cheng. Snow Grain-Size Estimation over Mountainous Areas from MODIS Imagery. IEEE Geoscience and Remote Sensing Letters, 2018, 5(1): 97-101.
Jiangeng Wang, Yonghong Zhang, Yinyi Cheng, Xueliang Zhang, Xuezhi Feng, Wei Huang, Hao Zhou. Detecting snowfall events over mountainous areas using optical imagery. Water, 2018, 10, 1514.
Pengfeng Xiao, Xueliang Zhang, Dongguang Wang, Min Yuan, Xuezhi Feng, Maggi Kelly. Change detection of built-up land: A framework of combining pixel-based detection and object-based recognition. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 119: 402-414.
Liujun Zhu, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Yinyou Huang, Chengxi Li. A co-training, mutual learning approach towards mapping snow cover from multi-temporal high-spatial resolution satellite imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 122: 179-191.
Guangjun He, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Zuo Wang, Ni Chen. Extracting snow cover in mountain areas based on SAR and optical data. IEEE Geoscience and Remote Sensing Letters, 2015, 12(5): 1136-1140.
Ke Wang, Bin Yong, Xingfa Gu, Pengfeng Xiao, Xueliang Zhang. Spectral similarity measure using frequency spectrum for hyperspectral image classification. IEEE Geoscience and Remote Sensing Letters, 2015, 12(1), 130-134.
Pengfeng Xiao, Xiaohui Wang, Xuizhi Feng, Xueliang Zhang, Yongke Yang. Detecting China’s urban expansion over the past three decades using nighttime light data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(10): 4095-4106.
Zuo Wang, Pengfeng Xiao, Xingfa Gu, Xuezhi Feng, Xiaoying Li, Hailiang Gao, Hui Li, Jintang Lin, Xueliang Zhang. Uncertainty analysis of cross-calibration for HJ-1 CCD camera. Science China Technological Sciences, 2013, 56(3): 713-723.
Liujun Zhu, Pengfeng Xiao, Xuezhi Feng, Xueliang Zhang, Zuo Wang, Luyuan Jiang. Support vector machine-based decision tree for snow cover extraction in mountain areas using high spatial resolution remote sensing image. Journal of Applied Remote Sensing, 2014, 8(1): 084698-084698.
张学良, 肖鹏峰, 冯学智. 基于区域合并的高分辨率遥感图像多尺度分割. 南京大学学报（自然科学）, 2015, 51(5): 1030-1038.
张学良, 肖鹏峰, 冯学智. 基于图像内容层次表征的遥感图像分割方法. 中国图象图形学报, 2012, 17(1):142-149.
张学良, 肖鹏峰, 冯学智. 基于改进区域邻接图的遥感图像多尺度快速分割方法. 遥感信息, 2011, (5): 3-8.
马腾耀, 肖鹏峰, 张学良, 马威, 郭金金. 基于特征优选的GF-3全极化数据积雪识别. 遥感技术与应用, 2020, 35(6): 1292-1302.
张正, 肖鹏峰, 张学良, 冯学智, 杨永可, 胡瑞, 盛光伟, 刘豪. 青藏高原融雪期积雪反照率特性分析, 遥感技术与应用, 2019, 34(6): 1146-1154.
盛光伟, 肖鹏峰, 张学良, 冯学智, 杨永可, 胡瑞, 刘豪, 张正. 新疆天山及北疆地区积雪反照率差异. 干旱区地理, 2019, 42(04): 774-781.
刘豪, 肖鹏峰, 张学良, 冯学智, 杨永可, 胡瑞, 张正, 盛光伟. 东北地区积雪反照率特性, 冰川冻土, 2019, 41(3): 1-9.
胡瑞,肖鹏峰, 冯学智, 张学良. 玛纳斯河流域积雪区GF-1卫星图像辐射质量比较，遥感技术与应用, 2018(1): 47-54.
卓越, 肖鹏峰, 冯学智, 张学良, 杨永可, 叶李灶, 李成蹊, 胡瑞, 卞国栋. 新疆阿勒泰克兰河中游地区冬季积雪分布及特性分析. 冰川冻土, 2017, 39(5): 979-988.
王剑庚, 冯学智, 肖鹏峰, 张学良, 朱榴骏, 李云, 耶楠. 玛纳斯河流域山区雪粒径HJ-1卫星反演. 南京大学学报（自然科学）, 2015, 51(5) : 987-995.
袁敏, 肖鹏峰, 冯学智, 张学良, 胡永月. 基于协同分割的高分辨率遥感图像变化检测. 南京大学学报（自然科学）, 2015, 51(5): 1039-1048.
胡永月, 肖鹏峰, 冯学智, 张学良, 袁敏. 面向对象变化检测中多时相图像分割模式影响评价. 南京大学学报（自然科学）, 2015, 51(5): 1049-1057.
耶楠, 冯学智, 肖鹏峰, 贺广均, 陈妮, 张学良, 朱榴骏, 汪左, 李敏, 蒋璐媛. 玛纳斯河流域积雪遥感地面同步观测. 南京大学学报（自然科学）, 2015, 51(5): 921-928.
蒋璐媛, 肖鹏峰, 冯学智, 耶楠, 贺广均, 张学良. 山区复杂地形条件下GF-1卫星遥感雪面反射率计算. 南京大学学报（自然科学）, 2015, 51(5): 944-954.
王剑庚, 冯学智, 肖鹏峰, 梁继, 张学良, 李海星, 李云. 雪粒径高光谱遥感估算模型研究. 光谱学与光谱分析, 2013, 33(1): 177-181.
常潇，肖鹏峰，冯学智，张学良，杨永可，冯威丁. 近 30 年长江中下游平原典型区耕地覆盖变化. 国土资源遥感, 2014, 26(2): 170-176.