杨刚,男,1986年1月出生,博士,讲师,主要从事遥感数据质量提升与改善、超分辨率重建与高光谱遥感在滨海湿地动态监测的研究,在国内期刊外发表学术论文18篇,主持国家和省部级科研项目3项,市厅级及横向项目共5项。现为地图学与地理信息系统专业硕士生导师。
教育经历:
· 2019年4月至今:于中国科学院地理科学与资源研究所从事博士后研究
· 2012年9月至2016年6月:于武汉大学地图制图学与地理信息工程专业学习,获博士学位
· 2010年10月至2012年6月:于国家测绘与地理信息局中国测绘科学研究院地图学与地理信息系统专业联合培养,获硕士学位。
· 2009年9月至2010年9月:于湖南科技大学地图学与地理信息系统专业,获硕士学位
· 2005年9月至2009年6月:于山东科技大学遥感科学与技术专业,获学士学位
工作经历:
· 2016年7月至今,在宁波大学地理与空间信息技术系工作。
主持国家级和省部级科研项目:
1. 国家自然科学基金青年基金项目:多因素约束的自适应谐波遥感时序数据重建方法(项目编号:41801256),2019.01.01—2021.12.31
2. 浙江省自然科学基金青年基金项目:遥感数据时空一体化融合与重建支持下的滨海湿地时空梯度演化研究(项目编号:LQ18D010001),2008.01.01—2020.12.31
3. 遥感科学国家重点实验室开放基金:遥感时域重建支持下的滨海湿地范围精细提取(项目编号:OFSLRSS201812),2018.01.01—2019.12.31
论文发表:(带※者为通讯作者):
1. Gang Yang, Huanfeng Shen*, Liangpei Zhang, Zongyi He, and Xinghua Li. 2015. A Moving Weighted Harmonic Analysis Method for Reconstructing High-quality SPOT VEGETATION NDVI Time-series Data. IEEE Transactions on Geoscience and Remote Sensing. 53(11) : 6008~6021.(SCI检索)
2. Gang Yang*, Huanfeng Shen*, Weiwei Sun, Jialin Li, Ninghui Diao, and Zongyi He. On the generation of gapless and seamless daily surface reflectance data. IEEE Transactions on Geoscience and Remote Sensing. 56(8):4289~4306.(SCI检索)
3. Gang Yang, Weiwei Sun*, Huanfeng Shen, Xiangchao Meng, Jialin Li . An Integrated Method for Reconstructing Daily MODIS Land Surface Temperature Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12(3):1026~1040.(SCI检索)
4. Weiwei Sun,Gang Yang, Bo Du*, Lefei Zhang, A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification, IEEE Transactions on Geoscience and Remote Sensing, 2017,55(7): 4032-4046.(SCI检索)
5. Weiwei Sun*,Gang Yang, Ke Wu, Weiyue Li, Dianfa Zhang, Pure endmember extraction using robust kernel archetypoid analysis for hyperspectral imagery, ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 131: 147~159.(SCI检索)
6. Weiwei Sun, Jun Ma,Gang Yang*, Weiyue Li, Statistical and Hydrological Evaluations of Multi-Satellite Precipitation Products over Fujiang River Basin in Humid Southeast China, Remote Sensing, 2018, 10(12):1898.(SCI检索)
7. Fei Li, Weiwei Sun*,Gang Yang and Qihao Weng, Investigating Spatiotemporal Patterns of Surface Urban Heat Islands in the Hangzhou Metropolitan Area, China, 2000–2015, Remote Sensing, 2019, 11, 1533.doi:10.3390/rs11131553.(SCI检索)
8. Zhenqun Hua, Weiwei Sun*,Gang Yangand Qian Du, A Full-Coverage Daily Average PM2.5 Retrieval Method with Two-Stage IVW Fused MODIS C6 AOD and Two-Stage GAM Model, Remote Sensing, 2019, 11, 1558; doi:10.3390/rs11131558.(SCI检索)
9. Weiwei Sun*, Jun Ma,Gang Yang, Bo Du, Liangpei Zhang, A Poisson nonnegative matrix factorization method with parameter subspace clustering constraint for endmember extraction in hyperspectral imagery, ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 128: 27~39.(SCI检索)
10. Man Jiang, Weiwei Sun*,Gang Yang, Dianfa Zhang, Modelling Seasonal GWR of Daily PM2.5 with Proper Auxiliary Variables for the Yangtze River Delta, remote sensing, 2017.4.5, 9(4).(SCI检索)
11. Xiaobin Guan, Huanfeng Shen*, Wenxia Gan, Lunche Wang,Gang Yang, Xinghua Li, Liangpei Zhang, A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data, remote sensing, 2017.10.24, 9(10).(SCI检索)
12. Xinghua Li; Huanfeng Shen*; Liangpei Zhang; Hongyan Zhang; Qiangqiang Yuan;Gang Yang. 2014. Recovering Quantitative Remote Sensing Products Contaminatonary Learning. IEEE Transactions on Geoscience and Remote Sensing. 52(11) : 7086~7098.(SCI检索)
13. Huanfeng Shen*, Xinghua Li, Qing Cheng, Chao Zeng,Gang Yang, Huifang Li, and Liangpei Zhang. 2015. “Missing Information Reconstruction of Remote Sensing Data: A Technical Review,” IEEE Geoscience and Remote Sensing Magazine. 3(3) : 61~85.(SCI检索)
14. Xiaolin Peng, Huanfeng Shen*, Liangpei Zhang, Chao Zeng,Gang Yang,Zongyi He. 2016.“Spatially Continuous Mapping of Daily Global Ozone Distribution (2004-2014) with the Aura OMI Sensor”, Journal of Geophysical Research: Atmospheres, 121(21) :12702~12722.(SCI检索)
15. 杨刚,孙伟伟*,张殿发.利用可分离非负矩阵分解实现高光谱波段选择[J].武汉大学学报·信息科学版, 2019, 44(5): 737-744.(EI检索)
16. 孙伟伟,李飞,杨刚,张殿发.列式鲁棒主成分分析的高光谱遥感异常探测[J].遥感学报, 2018, v.22(03):90-97.(EI检索)
17. 贾永红,谢志伟,张谦,杨刚.采用独立阈值的遥感影像变化检测方法[J].西安交通大学学报, 2015, 49(12):12-18.(EI检索)
18. 樊勇,朱曦,张圣笛,何宗宜,杨刚.基于多源遥感数据的淮河流域城镇扩张研究[J].农业机械学报, 2016, 47(11):252-261.(EI检索)