人物簡介
肖鵬峰，男，教授，博士生導(dǎo)師。2002年獲湖南師范大學(xué)土地資源管理專業(yè)學(xué)士學(xué)位，2007年獲南京大學(xué)地圖學(xué)與地理信息系統(tǒng)專業(yè)博士學(xué)位。2007u20132009年任南京大學(xué)地理與海洋科學(xué)學(xué)院講師，2010u20132018年任副教授，2019年開始任教授。2011u20132012年在德國吉森大學(xué)合作研究，2014u20132015年為美國加州大學(xué)伯克利分校訪問學(xué)者。入選江蘇省青年科技人才（2012）、江蘇高�！扒嗨{工程”中青年學(xué)術(shù)帶頭人（2014）。為IEEE高級會員、中國圖象圖形學(xué)會遙感圖像專業(yè)委員會委員、江蘇省測繪地理信息學(xué)會青年工作委員會委員。
研究方向為高分辨率光學(xué)與雷達遙感，主要集中于遙感圖像分割、多時相變化檢測、積雪遙感識別與反演。先后構(gòu)建了遙感圖像頻域特征檢測與分割理論，發(fā)展了遙感圖像多尺度分割與優(yōu)化方法，提出了多時相遙感圖像分割與變化檢測技術(shù)，制備了長時間序列的中國土地覆蓋數(shù)據(jù)集ChinaLC和中國積雪反照率數(shù)據(jù)集ChinaSA。
主持國家自然科學(xué)基金項目3項、國家高分辨率對地觀測重大專項子課題2項、國家重大科學(xué)研究計劃子課題1項、國家科技基礎(chǔ)資源調(diào)查專項子課題1項，在RSE、IEEE TGRS、ISPRS P&RS等遙感權(quán)威期刊發(fā)表論文100余篇，其中第一作者/通訊作者SCI論文30篇。出版專著《高分辨率遙感圖像分割與信息提取》、《天山中部積雪遙感與應(yīng)用》、《高分辨率衛(wèi)星積雪遙感識別與反演》，編寫教材《遙感數(shù)字圖像處理與應(yīng)用》，擁有國家發(fā)明專利3項，軟件著作權(quán)3項。
學(xué)術(shù)獎勵
研究成果獲地理信息科技進步獎二等獎（2/12）（2017）、新疆自治區(qū)科技進步獎一等獎（7/12）（2018）、高校GIS新銳獎（2012）、江蘇省首屆青年遙感與地理信息科技獎（2012）等。
學(xué)術(shù)論文獲國際地理信息科學(xué)與技術(shù)大會最佳論文獎第一名（2007）、國際攝影測量與遙感大會青年優(yōu)秀論文獎（2008）、中國地理學(xué)會青年優(yōu)秀論文獎（2006）、中國精品科技期刊頂尖學(xué)術(shù)論文獎（2013）等。
教學(xué)成果獲全國高校GIS教學(xué)成果特等獎（9/12）（2017），被評為南京大學(xué)“我最喜愛的老師”（2013）。指導(dǎo)的碩士生獲江蘇省優(yōu)秀碩士學(xué)位論文（2013），協(xié)助指導(dǎo)的博士生獲江蘇省優(yōu)秀博士學(xué)位論文（2017）。
長期擔任國內(nèi)外遙感領(lǐng)域權(quán)威期刊審稿專家，被評為ISPRS P&RS杰出審稿專家（2017）、《遙感學(xué)報》突出貢獻審稿專家（2011u20132018連續(xù)八年）、《中國圖象圖形學(xué)報》優(yōu)秀審稿專家（2017u20132018連續(xù)兩年）。
科研項目
2019u20132022，主持國家自然科學(xué)基金面上項目“面向?qū)ο蟮某鞘芯G化覆蓋多時相高分辨率遙感圖像協(xié)同識別”
2018u20132019，主持國家高分辨率對地觀測系統(tǒng)重大專項子課題“GF-6衛(wèi)星寬幅相機林地變化檢測技術(shù)”
2017u20132021，主持國家科技基礎(chǔ)資源調(diào)查專項子課題“中國積雪反照率參數(shù)遙感反演與產(chǎn)品生產(chǎn)”
2017u20132020，主持國家自然科學(xué)基金面上項目“利用SAR極化相位差反演北疆典型區(qū)積雪累積期的雪深”
2013u20132016，參加國家自然科學(xué)基金面上項目“SAR與高分辨率光學(xué)遙感聯(lián)合反演雪水當量”
2011u20132015，主持國家高分辨率對地觀測系統(tǒng)重大專項子課題“山區(qū)積雪的遙感識別與反演”
2011u20132015，主持國家重大科學(xué)研究計劃（973計劃）子課題“30年來中國大尺度土地利用/覆蓋時空演變特征”
2011u20132013，參加國土資源部公益性行業(yè)科研專項課題“土地動態(tài)監(jiān)測監(jiān)察技術(shù)研究”
2011u20132012，參加中德合作科研項目（PPP）“天山地區(qū)衛(wèi)星雪蓋監(jiān)測與氣候變化響應(yīng)研究”
2008u20132011，參加國家高技術(shù)研究發(fā)展計劃（863計劃）課題“高空間分辨率衛(wèi)星圖像分割的新型技術(shù)研究”
2009u20132011，主持國家自然科學(xué)基金青年科學(xué)基金項目“基于頻域特征的高空間分辨率衛(wèi)星圖像多尺度分割方法研究”
2009u20132011，主持高等學(xué)校博士學(xué)科點專項科研基金新教師課題“基于頻域特征的高分辨率遙感圖像多光譜分割方法”
2007u20132009，參加國家科技基礎(chǔ)性工作專項項目課題“中國湖泊衛(wèi)星遙感調(diào)查”
發(fā)表論文
2019
Pengfeng Xiao*, Chengxi Li, Liujun Zhu, Xueliang Zhang, Tengyao Ma, Xuezhi Feng. Multitemporal ensemble learning for multitemporal snow cover extraction from high-spatial-resolution images in mountain areas.International Journal of Remote Sensing, 2019.
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: 197u2013207.
Yongxiao Liang, Pengfeng Xiao*. Climatic effects of China large-scale urbanization on East Asian Summer Monsoon under different phases of Pacific Decadal Oscillation.Atmosphere. 2019, 10(2): 90.
劉豪,肖鵬峰*,張學(xué)良,馮學(xué)智,楊永可,胡瑞,張正,盛光偉.東北地區(qū)積雪反照率特性.冰川凍土, 2019, 41(3): 554u2013562.
盛光偉,肖鵬峰*,張學(xué)良,馮學(xué)智,楊永可,胡瑞,劉豪,張正.新疆天山及北疆地區(qū)積雪反照率差異.干旱區(qū)地理, 2019, 42(4): 774u2013781.
2018
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.
胡瑞, 肖鵬峰*, 馮學(xué)智, 張學(xué)良. 瑪納斯河流域積雪區(qū)GF-1衛(wèi)星圖像輻射質(zhì)量比較. 遙感技術(shù)與應(yīng)用, 2018, 33(1): 47u201354.
2017
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): 1587u20131603.
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, 201: 243u2013255.
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, 131: 134u2013146.
Yongke Yang, Pengfeng Xiao*, Xuezhi Feng, Haixing Li. Accuracy assessment of seven global land cover datasets over China.ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 125: 156u2013173.
Haixing Li, Pengfeng Xiao*, Xuezhi Feng, Yongke Yang, Lingxiao Wang, Wenbo Zhang, Xiaohui Wang, Weiding Feng, Xiao Chang. Using Land Long Term Data Records to map land cover changes in China over 1981u20132010.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(4): 1372u20131389.
Guangjun He, Xuezhi Feng, Pengfeng Xiao*, Zhenghuan Xia, Zuo Wang, Hao Chen, Hui Li, JinJin Guo. Dry and wet snow cover mapping in mountain areas using SAR and optical remote sensing data.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(6): 2575u20132588.
李成蹊,肖鵬峰*,馮學(xué)智,朱榴駿,宋明明.用高分一號衛(wèi)星數(shù)據(jù)識別多時相山區(qū)積雪.遙感信息, 2017, 32(2): 71u201378.
卓越,肖鵬峰*,馮學(xué)智,張學(xué)良,楊永可,葉李灶,李成蹊,胡瑞,卞國棟.新疆阿勒泰克蘭河中游地區(qū)冬季積雪分布及特性分析.冰川凍土, 2017, 39(5): 979u2013988.
2016
Pengfeng Xiao*, Xueliang Zhang, Dongguang Wang, Min Yuan, Xuezhi Feng. 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: 402u2013414.
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: 179u2013191.
Haixing Li, Xingong Li*, Pengfeng Xiao*. Impact of sensor zenith angle on MOD10A1 data reliability and modification of snow cover data for the Tarim River Basin.Remote Sensing, 2016, 8(9): 750.
楊凱歌,馮學(xué)智,肖鵬峰*,朱榴駿.優(yōu)化子空間SVM集成的高光譜圖像分類.遙感學(xué)報, 2016, 20(3): 409u2013419.
2015
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): 3694u20133706.
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: 73u201384.
Xueliang Zhang, Xuezhi Feng, Pengfeng Xiao*. Multi-scale segmentation of high-spatial resolution remote sensing images using adaptively increased scale parameter.Photogrammetric Engineering and Remote Sensing, 2015, 81(6): 461u2013470.
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): 1136u20131140.
肖鵬峰,馮學(xué)智*,謝順平,都金康.新疆天山瑪納斯河流域高分辨率積雪遙感研究進展.南京大學(xué)學(xué)報(自然科學(xué)), 2015, 51(5): 909u2013920.
蔣璐媛,肖鵬峰*,馮學(xué)智,耶楠,賀廣均,張學(xué)良.山區(qū)復(fù)雜地形條件下GF-1衛(wèi)星遙感雪面反射率計算.南京大學(xué)學(xué)報(自然科學(xué)), 2015, 51(5): 944u2013954.
郭金金,肖鵬峰*,馮學(xué)智,朱榴駿,周淑媛.基于極化SAR圖像的瑪納斯河流域典型區(qū)積雪識別.南京大學(xué)學(xué)報(自然科學(xué)), 2015, 51(5): 966u2013975.
周淑媛,肖鵬峰*,馮學(xué)智,朱榴駿,郭金金.基于馬爾可夫隨機場模型的SAR圖像積雪識別.南京大學(xué)學(xué)報(自然科學(xué)), 2015, 51(5): 976u2013986.
袁敏,肖鵬峰*,馮學(xué)智,張學(xué)良,胡永月.基于協(xié)同分割的高分辨率遙感圖像變化檢測.南京大學(xué)學(xué)報(自然科學(xué)), 2015, 51(5): 1039u20131048.
胡永月,肖鵬峰*,馮學(xué)智,張學(xué)良,袁敏.面向?qū)ο笞兓瘷z測中多時相圖像分割模式影響評價.南京大學(xué)學(xué)報(自然科學(xué)), 2015, 51(5): 1049u20131057.
蔣璐媛,肖鵬峰*,馮學(xué)智,李云,朱榴駿.基于亞分數(shù)混淆矩陣的中國典型區(qū)大尺度土地覆蓋數(shù)據(jù)集評價.遙感技術(shù)與應(yīng)用, 2015, 30(2): 353u2013363.
賀廣均,馮學(xué)智,肖鵬峰*,李虎,余濤,葉李灶.一種基于植被指數(shù)-地表溫度特征空間的蒸散指數(shù).干旱區(qū)地理, 2015, 38(5): 887u2013899.
2014
Pengfeng Xiao*, Xiaohui Wang, Xuezhi Feng, Xueliang Zhang, Yongke Yang. Detecting Chinau2019s 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): 4095u20134106.
Xueliang Zhang, Pengfeng Xiao*, Xuezhi Feng, Jiangeng Wang, Zuo Wang. Hybrid region merging method for segmentation of high-resolution remote sensing images.ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 98: 19u201328.
Xueliang Zhang, Pengfeng Xiao*, Xuezhi Feng. Fast hierarchical segmentation of high-resolution remote sensing image with adaptive edge penalty.Photogrammetric Engineering and Remote Sensing, 2014, 80(1): 71u201380.
Wei Wan, Pengfeng Xiao*, Xuezhi Feng, Hui Li, Ronghua Ma, Hongtao Duan, Limin Zhao. Monitoring lake changes of Qinghai-Tibetan Plateau over the past 30 years using satellite remote sensing data.Chinese Science Bulletin, 2014, 59(10): 1021u20131035.
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.
馮逍,肖鵬峰*,李琦,劉小喜,吳小翠.三維Gabor濾波器與支持向量機的高光譜遙感圖像分類.光譜學(xué)與光譜分析, 2014, 34(8): 2218u20132224.
楊永可,肖鵬峰*,馮學(xué)智,李海星,常瀟,馮威丁.大尺度土地覆蓋數(shù)據(jù)集在中國及周邊區(qū)域的精度評價.遙感學(xué)報, 2014, 18(2): 453u2013475.
李暉,肖鵬峰*,馮學(xué)智,林金堂,汪左,滿旺.基于重軌InSAR的積雪深度反演方法.冰川凍土, 2014, 36(3): 517u2013526.
2013
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: 15u201325.
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(12): 4449u20134465.
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): 713u2013723.
王劍庚,馮學(xué)智,肖鵬峰*,梁繼,李云,林金堂,李暉.雪粒徑對積雪雙向反射率的影響.紅外與毫米波學(xué)報, 2013, 32(3): 283u2013288.
王劍庚,馮學(xué)智,肖鵬峰*,梁繼,張學(xué)良,李海星,李云.雪粒徑高光譜遙感估算模型研究.光譜學(xué)與光譜分析, 2013, 33(1): 177u2013181.
朱榴駿,肖鵬峰*,馮學(xué)智,汪左,蔣璐媛.基于直方變差圖的土地覆蓋數(shù)據(jù)集多尺度精度評價.遙感學(xué)報, 2013, 17(6): 1460u20131476.
2012
李暉,肖鵬峰*,馮學(xué)智,林金堂.結(jié)合光譜和尺度特征的高分辨率圖像邊緣檢測算法,紅外與毫米波學(xué)報, 2012, 31(5): 469u2013474.
汪凌霄,肖鵬峰*,馮學(xué)智.天山典型林帶積雪的多角度遙感識別.遙感學(xué)報, 2012, 16(5): 1035u20131053.
2011
Ke Wang, Pengfeng Xiao*, Xuezhi Feng, Guiping Wu. Image feature detection from phase congruency based on two-dimensional Hilbert transform.Pattern Recognition Letters, 2011, 32(15): 2015u20132024.
2010
Pengfeng Xiao*, Xuezhi Feng, Ru An, Shuhe Zhao. Segmentation of multispectral high-resolution satellite imagery using log Gabor filters.International Journal of Remote Sensing, 2010, 31(6): 1427u20131439.
