»姓名：张爱竹

»系属：测绘系

»学位：博士

»职称：副教授

»专业：摄影测量与遥感

»导师类别：博士生导师

»电子邮箱：zhangaizhu789@163.com

»通讯地址：青岛市黄岛区长江西路66号

工科E1316-1318

»概况

◎个人简介

本硕博均就读于中国石油大学（华东）测绘系，2017年获计算机技术与资源信息工程博士学位，获山东省优秀博士学位论文。

主要从事遥感大数据智能处理、城市环境遥感、多源遥感资源环境监测等研究。近年来，以第一或通讯作者在IEEE TCYB、ISPRS、IEEE TGRS等国际地学、遥感和信息处理领域权威期刊上发表论文近20篇；获第10届BICS会议最佳论文奖，获山东省科技进步一等奖1项、青岛市科技进步一等奖1项，测绘科技进步奖二等奖、三等奖各1项。

招生专业：

博士：0818J6|海洋资源与信息工程、085704|资源与环境 测绘工程

硕士：081600|测绘科学与技术、085704|资源与环境 测绘工程

◎研究方向

主要从事遥感大数据智能处理及应用，包括：高分辨率/高光谱遥感智能解译，深度学习模型设计、智能优化算法、城市绿色空间遥感、城市环境遥感、多源遥感资源环境监测等方面的工作。

◎教育经历

2015/12—2016/12 英国Heriot-Watt   University，联合培养博士研究生

2014/09—2017/07 中国石油大学（华东），计算机技术与资源信息工程，博士

2011/09—2014/07 中国石油大学（华东），测绘工程，硕士

2007/09—2011/07 中国石油大学（华东），测绘工程，学士

◎工作经历

2023/01—至今      中国石油大学（华东），副教授

2019/08—2022/12   中国石油大学（华东），讲师

2017/07—2019/07   中国石油大学（华东），师资博士后

◎学术兼职

1. 客座编辑Guest editor: MDPI Journal of Water

https://www.mdpi.com/journal/water/special_issues/Marine_Environment

2.       第一届亚洲青年地理学者研讨会分会场联合主席:

The First   Workshop of Asian Young Geographers, 2021.12.18-19, Online, China.     http://www.aga-ygwg.com/#/Events/2021/1

3. 第10届类脑认知系统国际会议(The 10th   International Conference on   Brain- Inspired Cognitive Systems, BICS 2019)组委会委员, Guangzhou,   China, July 13-14,   2019 http://www.bics-online.org/committee

4. 国际期刊审稿人：《Remote Sensing of Environment》、《IEEE   Transactions on Cybernetics》、《IEEE Transactions on Geoscience and   Remote Sensing》、《International   Journal of Applied Earth Observation and   Geoinformation》、《Information   Sciences》、《Knowledge-based   System》等。

◎主讲课程

本科生课程：遥感原理及应用、数字图像处理

研究生课程：高级遥感技术

◎指导研究生

指导博士研究生2名，硕士研究生12名（含第二导师指导学生）其中博士2人均获推赴英国进行联合培养，4人国内攻读博士研究生，4人获得国家奖学金。学生详细名单请见课题组网站：http://rsai.ocean.upc.edu.cn/14892/list.htm

◎承担项目

1. 国家自然科学基金面上基金项目：42271347，协同多源数据的城市三维绿地多尺度热环境效应研究，2023/01-2026/12，在研，主持

2. 国家自然科学基金青年科学基金项目：41801275，高异质性滨海湿地盐沼植被环境响应机理与优化分类方法研究，2019/01-2021/12，已结题，主持

3. 山东省自然科学基金博士基金项目：ZR2018BD007，引力智能算法引导的高分辨率海岸带城市遥感影像最优分割方法研究，2018/03-2020/06，已结题，主持

4. 中国石油大学（华东）自主科研计划项目，18CX02179A，滨海湿地典型植被群落的高分辨率遥感智能识别研究，2018/01-2020/12，已结题，主持

5. 青岛市博士后资助项目，BY20170204，基于超像素的高分辨率海岸带城市影像智能分类方法研究，2017/07-2019/06，已结题，主持

6. 中国科学院长春光学精密机械与物理研究所，HX20200163，无人机高光谱遥感数据获取方案，2020/04-2021/07，已结题，主持

7. 国家海洋局北海预报中心，HX20190168，基于卫星遥感的北海区海岸带风暴潮灾害监测技术研究及系统研发，已结题，主持

◎著作

孙根云, 张爱竹, 孙林, 马萍. 智能优化算法与遥感影像分类. 科学出版社, 2019.02

◎获奖情况

1.   2018/11  2018年度山东省优秀博士论文

2.   2019/07  BICS 2019 最佳论文奖

3. 2023/12 山东省科学技术进步奖一等奖，多源遥感高精度信息提取关键技术与应用

4. 2022/12 青岛市科学技术奖一等奖，高分辨率卫星数据智能化处理关键技术及应用

5.   2018/09  中国测绘学会测绘科技进步奖，高分辨率遥感影像数据处理与智能化精细目标识别关键技术及综合应用

6. 2017/11 中国测绘地理信息学会年测绘科技进步奖，多源高分辨率遥感影像信息提取研究及综合应用

◎第一作者/通讯作者(标*)论文

（1）第一/通讯（表*）作者论文

1.          Zhimei Zhang, Yanguo Fan, Aizhu Zhang* and Zhijun Jiao.   Baseline-Based Soil Salinity Index (BSSI): A Novel Remote Sensing Monitoring   Method of Soil Salinization, IEEE Journal of Selected Topics in Applied Earth   Observations and Remote Sensing, 2023, 16: 202-214.

2.          张爱竹，李忍忍，梁树能，孙根云*，付航．联合样本扩充和谱空迭代的高光谱影像分类[J/OL]．武汉大学学报(信息科学版). 2023.

3.          Aizhu Zhang, Zhaojie Pan, Sun Genyun, Chenglong Zhang,   Jinchang Ren, Xiuping Jia. Bayesian gravitation based classification for   hyperspectral images. IEEE   Transactions on Geoscience and Remote   Sensing, 2022. (SCI-1区TOP, 2023)

4.          Aizhu Zhang, Zhaojie Pan, Hang Fu, Genyun Sun, Jun Rong,   Jinchang Ren, Xiuping Jia, Yanjuan Yao. Superpixel Nonlocal weighting joint   sparse representation for hyperspectral image classification. Remote Sensing,   2022, 14(9): 2125.（SCI-2区）

5.           Aizhu   Zhang, Genyun Sun, Zhenjie Wang,   Jinchang Ren, Xiaodong Li,Xiuping Jia. A dynamic neighborhood learning-based   gravitational search algorithm [J], IEEE   Transactions on   Cybernetics, 2018, 48(1): 436 - 447.（SCI一区TOP，2018 IF 10.387）

6.          Aizhu Zhang, Shuang Zhang, Genyun Sun, Feng Li, Hang Fu,   Yunhua Zhao, Hui Huang, Ji Cheng, Zhenjie Wang. Mapping of coastal cities   using optimized spectral–spatial features based multi-scale superpixel   classification [J]. Remote Sensing,   2019, 11(9): 998. (SCI-2区)

7.          Aizhu Zhang, Genyun Sun, Ping Ma, Xiuping Jia, Jinchang   Ren, Hui Huang, and Xuming Zhang. Coastal wetland mapping with Sentinel-2 MSI   imagery based on gravitational optimized multilayer perceptron and   morphological attribute profiles. Remote Sensing, 2019, 11(8): 952. (SCI-2区)

8.          Aizhu Zhang, Sihan Liu, Genyun Sun, Hui Huang, Ping Ma, Jun   Rong, Hongzhang Ma, Chengyan Lin, Zhenjie Wang. Clustering of remote sensing   imagery using a social recognition-based multi-objective gravitational search   algorithm[J]. Cognitive Computation, 2019, 11, 789–798. ( SCI-2区，IF 5.418)

9.          Aizhu Zhang, Ping Ma, Sihan Liu, Genyun Sun, Hui Huang, Jaime   Zabalza, Zhenjie Wang, Chengyan Lin. Hyperspectral band selection using   crossover based gravitational search algorithm, IET image processing. 2019,   13(2): 280-286.  (SCI-4区)

10.     张爱竹, 王伟, 郑雄伟, 姚延娟, 孙根云, 辛蕾等.一种基于分层策略的时空融合模型. 自然资源遥感, 2021, 33(3), 18-26. （中文核心）

11.    Genyun Sun, Ji Cheng, Aizhu Zhang*,   Xiuping Jia, Yanjuan Yao, Zhijun Jiao. Hierarchical fusion of optical and   dual-polarized SAR on impervious surface mapping at city scale. ISPRS Journal   of Photogrammetry and Remote Sensing, 2022, 184:   264-278. (SCI一区TOP)

12.    Genyun Sun, Xueqian Rong, Aizhu Zhang*,   Hui Huang, Jun Rong, Xuming Zhang. Multi-scale Mahalanobis kernel-based   support vector machine for classification of high-resolution remote sensing   images. Cognitive Computation, 2021, 13, 787–794. (SCI-2区)

13.     董丽, 安娜, 孙根云, 张爱竹*, 矫志军, 丁孙金衍. 基于遥感的柬埔寨金边市湿地景观对城市扩张时空响应, 自然资源遥感, 2022, 34(3). （中文核心）

14.     Aizhu Zhang, Genyun Sun,   Zhenjie Wang, Sihan Liu, Peng Wang, Jingsheng Ma. Multi-scale segmentation of   very high resolution remote sensing image based on gravitational field and   optimized region merging[J], Multimedia Tools and   Applications.   2017, 76 (13):15105-15122. (SCI-4区)

15.     张爱竹,孙根云,王振杰,麻德明.一种基于数据场的多目标引力搜索算法[J],控制与决策,2017, 32(1): 47-54.（EI）

16.    Aizhu Zhang, Genyun Sun, Zhenjie Wang, Yanjuan Yao. A hybrid genetic algorithm and   gravitational search algorithm for global optimization[J], Neural Network     World. 2015, 25(1): 53-73. (SCI-4区)

17.    Genyun Sun, Aizhu Zhang*,   Jinchang Ren, Jingsheng Ma, Peng Wang, Yuanzhi Zhang, Xiuping Jia.   Gravitation-based edge detection in hyperspectral images[J], Remote Sensing,   2017, 9(6), 592-612. (SCI-2区)

18.    Genyun Sun, Hui Huang, Aizhu Zhang*,   Feng Li*, Huimin Zhao, Hang Fu. Fusion of multiscale convolutional neural   networks for building extraction in very   high-resolution Images   [J]. Remote Sensing, 2019, 11(3): 227. （SCI-2区）

（2）其他论文

1.          Genyun Sun, Aizhu Zhang, Zhenjie Wang, Xiuping Jia,   Xiaodong Li, Shengyue Ji. DMMOGSA: Diversity-enhanced and memory-based multi-objective   gravitational search algorithm [J]. Information Sciences, 2016, 363:   52-71. (SCI-2区，TOP)

2.          Genyun Sun, Aizhu Zhang, Zhenjie Wang, Yanjuan Yao,   Jinsheng Ma, Gary Douglas Couples. Locally informed gravitational search algorithm   [J]. Knowledge-Based Systems, 2016, 104: 134-144. (SCI-2区)

3.          Genyun Sun, Aizhu Zhang, Zhenjie Wang, Yaojuan Yao.   A novel hybrid algorithm of gravitational search algorithm with genetic   algorithm for multi-level thresholding [J]. Applied Soft Computing,   2016,46: 703-730. (SCI-2区)

4.          孙根云,张爱竹,王振杰.基于数据场模型的多光谱图像边缘检测[J].东南大学学报:自然科学版,2013, 43(A01): 77-80.（EI）

5.          孙根云,张爱竹,许明明.基于数据场的端元提取算法研究[J].遥感技术与应用,2012, 27(6): 837-843.(中文核心)

6.          Hang Fu, Aizhu Zhang, Genyun Sun et al. A novel   band selection and spatial   noise reduction method for   hyperspectral image classification, IEEE Transactions on Geoscience and   Remote Sensing, vol. 60, pp. 1-13, 2023, Art no. 5535713. (SCI-1区)

7.          Zheng Li, Aizhu Zhang, Genyun Sun,* Zheng Han, Xiuping Jia.   Automatic impervious surface mapping in subtropical China via a   terrain-guided gated fusion network, International Journal of Applied Earth   Observation and Geoinformation, 2024, 127. (SCI-1区).

8.          Hang Fu; Genyun Sun*; Li Zhang; Aizhu Zhang; Jinchang   Ren; Xiuping Jia; Feng Li; Three-dimensional singular spectrum analysis for   precise land cover classification from UAV-borne hyperspectral benchmark   datasets, ISPRS Journal of Photogrammetry and Remote Sensing, 2023, 203: 115-134.   （SCI-1区）

9.          Hang Fu; Genyun Sun*; Aizhu Zhang; Baojie Shao; Jinchang   Ren, Xiuping Jia; Tensor Singular Spectrum Analysis for 3-D Feature   Extraction in Hyperspectral Images, IEEE Transactions on Geoscience and   Remote Sensing, 2023, 61: 1-14, 5403914. （SCI-1区）

10.      孙根云, 付航, 张爱竹, 任金昌*. 高光谱影像奇异谱分析特征提取方法: 综述与评价. 测绘学报，2023，52(7)：1148-1163. （EI检索）

11.      Genyun Sun; Zheng Li; Aizhu Zhang; Xin Wang; Kai Yan*;   Xiuping Jia; Qinhuo Liu; jing Li*. A 10-m resolution impervious surface area   map for the greater Mekong subregion from remote sensing images, Scientific   Data, 2023, 10: 607. （SCI二区）

12.      孙根云,王鑫,安娜*,张爱竹. 基于多源遥感的大尺度高分辨率不透水面深度学习提取方法[J].测绘学报,2023,52(2):272-282. EI. (41971292)

13.      Yuanhao Zhao, Genyun Sun*, Li Zhang, Aizhu Zhang,   Xiuping Jia, Zheng Han. MSRF-Net: Multiscale Receptive Field Network for   Building Detection From Remote Sensing Images, IEEE Transactions on   Geoscience and Remote Sensing, 2023, 61:1-14, 5515714. (SCI-1区)

14.      潘兆杰, 孙根云, 张爱竹, 付航, 王新伟, 任广伟. 基于波段选择的烟草病害检测模型[J]. 光谱学与光谱分析, 2023,43(4): 1023-1029.2023, 43(4): 1023-1029. (中文核心)

15.      Sun, Genyun, Zhaojie Pan, Aizhu Zhang, Xiuping Jia, Jinchang Ren,   Hang Fu, and Kai Yan. Large Kernel Spectral and Spatial Attention Networks   for Hyperspectral Image Classification. IEEE Transactions on Geoscience and   Remote Sensing, 2023, 6: 1-15. (SCI-1区)

16.      Zhaojie Pan, Sunjinyan Ding, Genyun Sun, Aizhu Zhang, Xiuping Jia   and Hang Fu. Multi-scale Spectral-spatial Dual-Transformer Network for   Hyperspectral Image Classification[J]. International Journal of Remote   Sensing, 2023, 44(7): 2480-2494.(SCI-1区)

17.    Hang Fu, Genyun Sun*, Jinchang Ren, Aizhu   Zhang, Xiuping Jia. Fusion of PCA and segmented-PCA domain   multiscale 2D-SSA for effective spectral-spatial feature extraction and   data classification in hyperspectral imagery. IEEE Transactions on Geoscience   and Remote Sensing, vol. 60, pp. 1-14, 2023, Art no. 5500214. (ESI高被引论文，SCI- 1区)

18.    Genyun Sun*; Hang Fu; Jinchang Ren; Aizhu   Zhang; Jaime Zabalza; Xiuping Jia; Huimin Zhao. SpaSSA: Superpixelwise   adaptive SSA for unsupervised spatial–spectral feature extraction in   hyperspectral image. IEEE Transactions on Cybernetics, 2022, 52(7):   6158-6169. (SCI 1区TOP)

19.    Xuming Zhang, Genyun Sun*, Xiuping Jia, Lixin   Wu; Aizhu Zhang; Jinchang   Ren; Hang Fu;   Yanjuan Yao. Spectral-spatial self-attention networks for hyperspectral image   classification. IEEE Transactions on Geoscience and Remote Sensing, vol. 60,   pp. 1-15, 2022, Art no. 5512115. (SCI -1区TOP)

20.    Genyun Sun*, Zhijun Jiao, Aizhu Zhang,   Feng Li, Hang Fu, Zheng Li. Hyperspectral image-based vegetation index (HSVI):   A new vegetation index   for urban ecological research,   International Journal of Applied Earth Observation and Geoinformation, 2021,   103, 102529. (SCI- 1区)

21.    Zhijun Jiao, Genyun Sun*, Aizhu Zhang,   Xiuping Jia, Hui Huang and Yanjuan Yao, Water benefit-based ecological   index for urban ecological environment quality assessments, IEEE Journal   of Selected Topics in Applied Earth Observations and Remote Sensing, 2021,   14: 7557-7569. (SCI- 2区)

22.    Genyun Sun*, Xuming Zhang, Xiuping Jia, Jinchang Ren, Aizhu   Zhang, Yanjuan  Yao, Huimin   Zhao. Deep fusion of localized spectral features and multi-scale     spatial features for effective classification of hyperspectral   images[J]. International Journal of Applied Earth Observation and   Geoinformation, 2020,   91: 102-157. (SCI- 1区)

23.    Hang Fu，Genyun Sun*，Jaime Zabalza，Aizhu Zhang，Jinchang Ren，Xiuping Jia. A novel spectral-spatial singular     spectrum analysis technique for near real-time in situ feature   extraction in hyperspectral imaging[J]. IEEE Journal of Selected Topics in Applied   Earth   Observations and Remote Sensing, 2020, 13: 2214-2225. (JCR   2区4)

24.    赵元昊，孙根云，张爱竹，矫志军，孙超. 基于典型相关分析的遥感影像非监督超像素级变化检测.遥感学报，2022. DOI： 10.11834/jrs.20221674.

25.    Genyun Sun, Hui Huang, Qihao Weng, Aizhu   Zhang, Xiuping Jia, Jinchang Ren, Lin Sun, Xiaolin Chen.   Combinational shadow index for building shadow extraction in urban areas from   Sentinel-2A MSI imagery[J]. International Journal of Applied Earth   Observation and Geoinformation, 2019, 78: 53-65. （SCI-2区）

26.    Genyun Sun*, Yanan Kong, Xiuping Jia, Aizhu     Zhang, Jun Rong, Hongzhang Ma. Synergistic Use of   Optical and Dual-Polarized SAR Data with Multiple Kernel Learning for Urban   Impervious Surface Mapping [J]. IEEE Journal of Selected Topics in Applied   Earth   Observations and Remote Sensing, 2019, 12(1): 223-236.（SCI-3区）

27.    Hui Huang, Genyun Sun*, Xuming Zhang, Aizhu   Zhang, Yanling Hao, Jinchang Ren, and Hongzhang Ma. Combined   multiscale segmentation convolutional neural network for rapid damage   mapping from post-earthquake very high resolution images [J]. Journal of   Applied Remote Sensing, 2019, 13(2): 022007. (SCI-4区)

28.    Genyun Sun*, Ping Ma, Jinchang Ren, Aizhu   Zhang, Xiuping Jia. A stability constrained adaptive alpha for gravitational   search algorithm. Knowledge-Based Systems, 2018, 139: 200-213. （SCI二区）

29.    Genyun Sun*, Yanling Hao, Xiaolin Chen, Jinchang   Ren, Aizhu Zhang, Binghu Huang. Dynamic post-earthquake   image segmentation with an adaptive spectral-spatial descriptor [J]. Remote     Sensing, 2017, 9(9): 899. （SCI二区）

30.    Genyun Sun*, Chen Xiaolin, Ren Jinchang, Aizhu     Zhang, Jia Xiuping. Stratified spectral mixture analysis   of medium resolution imagery for impervious surface mapping [J].   International Journal of Applied Earth Observation and Geoinformation, 2017,   60: 38-48. （SCI二区）

31.    孙根云, 张爱竹, 黄丙湖, 王振杰, 范士杰. 遥感原理研究性实践教学模式探究，实验室研究. 2016,35(12):151-155.

32.    王奇琪, 孙根云, 王振杰,张爱竹, 陈晓琳, 黄丙湖. 基于斥力的引力搜索算法 [J]. 计算机科学, 2015, 42(9): 240-245.

◎专利

[1] 孙根云, 张爱竹,张旭鸣, 郝艳玲, 陈晓琳, 王振杰. 一种基于记忆性多点交叉引力搜索的特征选择方法, ZL   201510853871.2.(2019.01.22)

[2] 孙根云, 陈晓琳, 张爱竹, 王振杰.一种基于分层知识的不透水面信息提取方法, ZL   201510847625.6. (2019.01.22)

[3] 孙根云, 张爱竹, 王鹏. 基于动态链式图模型的震害遥感影像分割方法及其系统, ZL   201610805042.1. (2019.03.26)