王群明 - 同济大学 - 测绘与地理信息学院

个人简介

同济大学长聘教授。国家自然科学基金优秀青年基金获得者、国家海外高层次青年人才。曾任英国兰卡斯特大学讲师（助理教授），现任该校客座教授。遥感领域顶刊RSE编委，测绘学报（英文版）编委，国际期刊Science of Remote Sensing（RSE姐妹刊）和PE&RS副主编。已发表国际SCI期刊论文80余篇，包括第一/通讯作者50余篇。获RSE最佳审稿人、国家测绘科技进步奖特等奖(排名第四)、香港理工大学优秀博士学位论文奖、香港博士政府奖学金等荣誉。学习与工作经历 2022.06-至今英国兰卡斯特大学, 客座教授 2021.12-至今同济大学, 长聘教授, 博士生导师 2018.05-2021.11 同济大学, 教授, 博士生导师 2017.08-2018.04 英国兰卡斯特大学, 讲师（助理教授） 2015.08-2017.07 英国兰卡斯特大学, 博士后 2013.06-2013.12 英国南安普顿大学, 访问博士 2012.08-2015.09 香港理工大学, 博士 2010.09-2012.06 哈尔滨工程大学, 硕士 2006.09-2010.06 哈尔滨工程大学, 本科获奖与荣誉 2023 测绘科技进步一等奖（排名第3） 2021 RSE 2020年度最佳审稿人 2017 测绘科技进步特等奖（排名第4） 2016 香港理工大学建设及环境学院优秀博士论文奖 2012 香港博士政府奖学金(Hong Kong PhD Fellowship) 2012 黑龙江省优秀硕士学位论文奖 2012 黑龙江省优秀硕士毕业生

研究领域

遥感信息处理与分析(数据融合、尺度转换、数据重建、混合像元分析、时序分析、土地覆盖制图与变化检测等) 遥感应用（土壤湿度、地表温度、植被覆盖度等生态环境因子监测）机器学习与应用空间统计学理论与应用

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Y. Xiao, Q. Wang*, X. Tong, P. M. Atkinson. 30 m map of young forest age in China. Earth System Science Data (in press). H. Yang, Q. Wang*. Reconstruction of a spatially seamless, daily SMAP (SSD_SMAP) surface soil moisture dataset from 2015 to 2021. Journal of Hydrology, 2023, 621: 129579. X. Ma, Q. Wang*, X. Tong. Incorporating inconsistent auxiliary images in haze removal of very high resolution images. International Journal of Applied Earth Observation and Geoinformation, 2023, 119: 103317. H. Yang, Q. Wang*, X. Ma, W. Liu, H. Liu. Digital soil mapping based on fine temporal resolution Landsat data produced by spatio-temporal fusion. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2023, 16: 3905–3914. Y. Tang, Q. Wang*, P. M. Atkinson. Filling then spatio-temporal fusion for all-sky MODIS land surface temperature generation. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2023, 16: 1350–1364. X. Ma, Q. Wang*, X. Tong, P. M. Atkinson. A deep learning model for incorporating temporal information in haze removal. Remote Sensing of Environment, 2022, 274: 113012. X. Ma, Q. Wang*, X. Tong. A spectral grouping-based deep learning model for haze removal of hyperspectral images. ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 188: 177–189. J. Zeng, Q. Wang*. Sparse tensor model-based spectral angle detector for hyperspectral target detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5539315. L. Wang, L. Wang, Q. Wang*, B. Lorenzo. RSCNet: Residual self-calibrated network for hyperspectral image change detection. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5529917. C. Zhang, Q. Wang*, P. Lu, Y. Ge, P. M. Atkinson. Fast and slow changes constrained spatio-temporal subpixel mapping. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5406616. Q. Wang, X. Ding, X. Tong, P. M. Atkinson. Real-time spatiotemporal spectral unmixing of MODIS images. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5404816. K. Peng, Q. Wang*, Y. Tang, X. Tong, P. M. Atkinson. Geographically weighted spatial unmixing for spatio-temporal fusion. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5404217. L. Wang, L. Wang, Q. Wang*, P. M. Atkinson. SSA-SiamNet: Spatial-spectral-wise attention-based Siamese network for hyperspectral image change detection. IEEE Transactions on Geoscience and Remote Sensingg, 2022, 60: 5510018. X. Ding, Q. Wang*, X. Tong. Integrating 250 m MODIS data in spectral unmixing for 500 m fractional vegetation cover estimation. International Journal of Applied Earth Observation and Geoinformation, 2022, 111: 102860. H. Yang, Q. Wang*, W. Zhao, X. Tong, P. M. Atkinson. Reconstruction of global 9 km, 8-day SMAP surface soil moisture dataset during 2015-2020 by spatio-temporal fusion. Journal of Remote Sensing, 2022, 9871246. C. Zhang, Q. Wang*, H. Xie, Y. Ge, P. M. Atkinson. Spatio-temporal subpixel mapping with cloudy images. Science of Remote Sensing, 2022, 6: 100068. Q. Wang, L. Wang, X. Zhu, Y. Ge, X. Tong, P. M. Atkinson. Remote sensing image gap filling based on spatial-spectral random forests. Science of Remote Sensing, 2022, 5: 100048. 王群明, 张智昊, 张成媛. 融合Sentinel-2数据的高分五号高光谱数据降尺度. 遥感学报, 2022, DOI: 10.11834/jrs.20211420 (网络发表). 王蓝星, 王群明*, 童小华. 融合多光谱影像的高光谱影像厚云去除方法. 测绘学报, 2022, 51(4): 612–621. Q. Wang, X. Ding, X. Tong, P. M. Atkinson. Spatio-temporal spectral unmixing of time-series images. Remote Sensing of Environment, 2021, 259: 112407. Q. Wang, K. Peng, Y. Tang, X. Tong, P. M. Atkinson. Blocks-removed spatial unmixing for downscaling MODIS images. Remote Sensing of Environment, 2021, 256: 112325. Y. Tang, Q. Wang*, X. Tong, P. M. Atkinson. Integrating spatio-temporal-spectral information for downscaling Sentinel-3 OLCI images. ISPRS Journal of Photogrammetry and Remote Sensing, 2021, 180: 130–150. Q. Wang, L. Wang, Z. Li, X. Tong, P. M. Atkinson. Spatial-spectral radial basis function interpolation-based Landsat ETM+ SLC-off image gap filling. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(9): 7901–7917. Q. Wang, L. Wang, C. Wei, Y. Jin, Z. Li, X. Tong, P. M. Atkinson. Filling gaps in Landsat ETM+ SLC-off images with Sentinel-2 images. International Journal of Applied Earth Observation and Geoinformation, 2021, 101: 102365. P. Lu, W. Shi, Q. Wang* , Z. Li* , Y. Qin, X. Fan. Co-seismic landslide mapping using Sentinel-2 10-m fused NIR narrow, red-edge and SWIR bands. Landslides, 2021, 18(6): 2017–2037. Q. Wang, C. Zhang, X. Tong, P. M. Atkinson. General solution to reduce the point spread function effect in subpixel mapping. Remote Sensing of Environment, 2020, 251: 112054. Q. Wang, Y. Tang, X. Tong, P. M. Atkinson. Virtual image pair-based spatio-temporal fusion. Remote Sensing of Environment, 2020, 249: 112009. Q. Wang, C. Zhang, P. M. Atkinson. Sub-pixel mapping with point constraints. Remote Sensing of Environment, 2020, 244: 111817. Q. Wang, Y. Tang, P. M. Atkinson. The effect of the point spread function on downscaling continua. ISPRS Journal of Photogrammetry and Remote Sensing, 2020, 168: 251-267. L. Wang, X. Wang, Q. Wang*, P. M. Atkinson. Investigating the influence of registration errors on the patch-based spatio-temporal fusion method. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2020, 13: 6291–6307. Q. Wang, X. Tong, P. M. Atkinson. A geostatistical filter for remote sensing image enhancement. Mathematical Geosciences, 2020, 52(3): 317–336. Y. Tang, Q. Wang*, P. M. Atkinson. Quantifying the effect of registration error on spatio-temporal fusion. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2020, 13(1): 487–503. Q. Wang, W. Shi, P. M. Atkinson. Information loss-guided multi-resolution image fusion. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(1): 45–57. P. Ghamisi, B. Rasti, N. Yokoya, Q. Wang, B. Hofle, L. Bruzzone, F. Bovolo, M. Chi, K. Anders, R. Gloaguen, P. M. Atkinson, J. A. Benediktsson. Multisource and multitemporal data fusion in remote sensing. IEEE Geoscience and Remote Sensing Magazine, 2019, 7(1): 6–39. Q. Wang, P. M. Atkinson. Spatio-temporal fusion for daily Sentinel-2 images. Remote Sensing of Environment, 2018, 204: 31–42. A. Onojeghuo, A. Blackburn, Q. Wang, P. M. Atkinson, D. Kindred, Y. Miao. Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series. GIScience & Remote Sensing, 2018, 55(5): 659–677. A. Onojeghuo, A. Blackburn, Q. Wang, P. M. Atkinson, D. Kindred, Y. Miao. Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data. International Journal of Remote Sensing, 2018, 39(4): 1042–1067. Q. Wang, Y. Zhang, A. Onojeghuo, X. Zhu, P. M. Atkinson. Enhancing spatio-temporal fusion of MODIS and Landsat data by incorporating 250 m MODIS data. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2017, 10(9): 4116–4123. H. Zhang, Q. Wang*, W. Shi, M. Hao. A novel adaptive fuzzy local information c-means clustering algorithm for remotely sensed image classification. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(9): 5057–5068. Q. Wang, A. Blackburn, A. Onojeghu, J. Dash, L. Zhou, Y. Zhang, P. M. Atkinson. Fusion of Landsat 8 OLI and Sentinel-2 MSI data. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(7): 3885–3899. Q. Wang, P. M. Atkinson. The effect of the point spread function on sub-pixel mapping. Remote Sensing of Environment, 2017, 193: 127–137. Y. Zhang, P. M. Atkinson, F. Ling, Q. Wang, X. Li, Y. Du. Spectral-spatial adaptive area-to-point regression kriging for MODIS image downscaling. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2017, 10(5): 1883–1896. Q. Wang, W. Shi, P. M. Atkinson, Q. Wei. Approximate area-to-point regression kriging for fast hyperspectral image sharpening. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2017, 10(1): 286–295. Y. Zhang, P. M. Atkinson, X. Li, F. Ling, Q. Wang, Y. Du. Learning-based spatial-temporal super-resolution mapping of forest cover with MODIS images. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(1): 600–614. Q. Wang, W. Shi, Z. Li, P. M. Atkinson. Fusion of Sentinel-2 images. Remote Sensing of Environment, 2016, 187: 241–252. Z. Li, W. Shi, P. Lu, L. Yan, Q. Wang, Z. Miao. Landslide mapping from aerial photographs using change detection-based Markov random field. Remote Sensing of Environment, 2016, 187: 76–90. M. Hao, W. Shi, H. Zhang, Q. Wang, K. Deng. A scale-driven change detection method incorporating uncertainty analysis for remote sensing images. Remote Sensing, 2016, 8(9):745. Q. Wang, W. Shi, P. M. Atkinson. Spatiotemporal subpixel mapping of time-series images. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(9): 5397–5411. Y. Du, Y. Zhang, F. Ling, Q. Wang, W. Li , X. Li. Water bodies’ mapping from Sentinel-2 imagery with modi?ed normalized difference water index at 10-m spatial resolution produced by sharpening the SWIR band. Remote Sensing, 2016, 8(4):354. Q. Wang, W. Shi, P. M. Atkinson. Area-to-point regression kriging for pan-sharpening. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 114: 151–165. Z. Li, W. Shi, S. W. Myint, P. Lu, Q. Wang. Semi-automated landslide inventory mapping from bitemporal aerial photographs using change detection and level set method. Remote Sensing of Environment, 2016, 175: 215–230. Q. Wang, W. Shi, P. M. Atkinson, E. Pardo-Iguzquiza. A new geostatistical solution to remote sensing image downscaling. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(1): 386–396. Q. Wang, W. Shi, P. M. Atkinson, Y. Zhao. Downscaling MODIS images with area-to-point regression kriging. Remote Sensing of Environment, 2015, 166: 191–204. L. Wang, S. Hao, Q. Wang*, P. M. Atkinson. A multiple-mapping kernel for hyperspectral image classification. IEEE Geoscience and Remote Sensing Letters, 2015, 12(5): 978–982. Q. Wang, P. M. Atkinson, W. Shi. Fast subpixel mapping algorithms for subpixel resolution change detection. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(4): 1692–1706. Q. Wang, W. Shi, P. M. Atkinson, Z. Li. Land cover change detection at subpixel resolution with a Hopfield neural network. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2015, 8(3): 1339–1352. Z. Li, W. Shi, Q. Wang, Z. Miao. Extracting man-made objects from high spatial resolution remote sensing images via fast level set evolutions. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(2): 883–899. Q. Wang, P. M. Atkinson, W. Shi. Indicator cokriging-based subpixel mapping without prior spatial structure information. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(1): 309–323. L. Wang*, S. Hao, Q. Wang*, Y. Wang. Semi-supervised classification for hyperspectral imagery based on spatial-spectral label propagation. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 97: 123–137. Y. Chen, Y. Ge, Q. Wang, Y. Jiang. A subpixel mapping algorithm combining pixel-level and subpixel-level spatial dependences with binary integer programming. Remote Sensing Letters, 2014, 5(10): 902–911. Q. Wang, W. Shi, H. Zhang. Class allocation for soft-then-hard subpixel mapping algorithms with adaptive visiting order of classes. IEEE Geoscience and Remote Sensing Letters, 2014, 11(9): 1494–1498. L. Wang, S. Hao, Y. Wang, Y. Lin, Q. Wang. Spatial-spectral information-based semi-supervised classification algorithm for hyperspectral imagery. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2014, 7(8): 3577–3585. Q. Wang, W. Shi. Utilizing multiple subpixel shifted image in subpixel mapping with image interpolation. IEEE Geoscience and Remote Sensing Letters, 2014, 11(4): 798–802. W. Shi, Z. Miao, Q. Wang, H. Zhang. Spectral-spatial classification and shape features for urban road centerline extraction. IEEE Geoscience and Remote Sensing Letters, 2014, 11(4): 788–792. Q. Wang, W. Shi, P. M. Atkinson. Sub-pixel mapping of remote sensing images based on radial basis function interpolation. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 92: 1–15. Q. Wang, W. Shi, L. Wang. Allocating classes for soft-then-hard subpixel mapping algorithms in units of class. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(5): 2940–2959. Q. Wang, W. Shi, L. Wang. Indicator cokriging-based subpixel land cover mapping with shifted images. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2014, 7(1): 327–339. L. Wang, D. Liu, Q. Wang. Spectral unmixing model based on least squares support vector machine with unmixing residue constraints. IEEE Geoscience and Remote Sensing Letters, 2013, 10(6): 1592–1596. Q. Wang, W. Shi. Unsupervised classification based on fuzzy c-means with uncertainty analysis. Remote Sensing Letters, 2013, 4(11): 1087–1096. L. Wang, D. Liu, Q. Wang. Geometric method of fully constrained least squares linear spectral mixture analysis. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(6): 3558–3566. L. Wang, Q. Wang*. Subpixel mapping using Markov random field with multiple spectral constraints from subpixel shifted remote sensing images. IEEE Geoscience and Remote Sensing Letters, 2013, 10(3): 598–602. L. Wang, F. Wei, D. Liu, Q. Wang. Fast implementation of maximum simplex volume-based endmember extraction in original hyperspectral data space. IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing, 2013, 6(2): 516–521. Q. Wang, L. Wang, D. Liu. Particle swarm optimization-based sub-pixel mapping for remote-sensing imagery. International Journal of Remote Sensing, 2012, 33(20): 6480–6496.

学术兼职

2022-至今测绘学报（英文版）编委 2021-至今 Remote Sensing of Environment 编委 2020-至今 Science of Remote Sensing 副主编 2017-至今 PE & RS 副主编 2017-2020 Computers & Geosciences 副主编