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桂志鹏
-
博士生导师
硕士生导师
- 性别：男
- 毕业院校：Wuhan University
- 学历：研究生毕业
- 所在单位：遥感信息工程学院
- 学科：
摄影测量与遥感
地图制图学与地理信息工程
- 办公地点：武汉大学信息学部教学实验大楼9-601
- 联系方式：zhipeng.gui@whu.edu.cn
- 2022曾获荣誉当选：中国测绘科技进步奖特等奖(个人排名19)
- 2021曾获荣誉当选：中国测绘科技进步奖二等奖（个人排名5）
- 2021曾获荣誉当选：第六届全国高等学校教师自制实验教学仪器设备创新大赛金奖（个人排名7）
- 2012曾获荣誉当选：湖北省优秀博士学位论文奖
- 2016曾获荣誉当选：国际摄影测量与遥感学会 (ISPRS) CATCON二等奖（个人排名2）
- 2017曾获荣誉当选：中国测绘科技进步奖特等奖(个人排名11)
- 2016曾获荣誉当选：武汉大学351人才计划 “珞珈青年学者”称号
- 2016曾获荣誉当选：武汉大学“烛光导航工程”优秀导航师称号
- 2021曾获荣誉当选：武汉大学遥感信息工程学院第五届“教书育人奖”荣誉称号
- 2020曾获荣誉当选：武汉大学遥感信息工程学院第四届“教书育人奖”荣誉称号
- 2018曾获荣誉当选：武汉大学遥感信息工程学院第二届“教书育人奖”荣誉称号
- 2019曾获荣誉当选：IJDE、GSIS等刊物最佳审稿人
访问量：
-
[1].
桂志鹏*, 胡晓辉, 刘欣婕, 凌志鹏, 姜屿涵, 吴华意
顾及地理语义的地图检索意图形式化表达与识别.
地球信息科学学报.
25
(6).
1186-1201.
2023.
10.12082/dqxxkx.2023.230019.
-
[2].
Peng, D., Gui, Z.*, Wang, D., Ma, Y., Huang, Z., Zhou, Y., Wu, H
Clustering by measuring local direction centrality for data with heterogeneous density and weak connectivity.
Nature Communications.
13
(5455).
2022.
10.1038/s41467-022-33136-9 (2022 IF: 17.694).
-
[3].
Li, F., Zhu, Q., Riley, W., Zhao, L., Xu, L., Yuan, K., Chen, M., Wu, H., Gui, Z., Gong, J., and Randerson, J
AttentionFire_v1.0: interpretable machine learning fire model for burned area predictions over tropics.
Geoscientific Model Development.
16.
869–88.
2023.
10.5194/gmd-16-869-2023.
-
[4].
桂志鹏*, 梅宇翱, 吴华意, 李锐
顾及POI人口吸引力异质性的城市人口空间化方法.
地球信息科学学报.
22
(10).
1883-1897.
10.12082/dqxxkx.2022.220384.
-
[5].
凌朝阳, 李锐, 吴华意, 李江, 桂志鹏.
语义驱动的地理实体关联网络构建与知识服务.
测绘学报.
52
(3).
478-489.
2022.
10.11947/j.AGCS.2023.20210349.
-
[6].
Jin, F., Li, R., Liang, J., Zhang, X., Xing, H., Gui, Z., Wu, H.*
An Augmented Geospatial Service Web Based on QoS Constraints and Geospatial Service Semantic Relationships.
ISPRS International Journal of Geo-Information.
11.
357.
2022.
10.3390/ijgi11070357.
-
[7].
Liu Y., Li R.*, Wang S., Wu H., Gui Z.
Deducing Flood Development Process Using Social Media: An Event-Based and Multi-Level Modeling Approach.
ISPRS International Journal of Geo-Information.
11
(5).
306.
10.3390/ijgi11050306.
-
[8].
Li, F., Zhu, Q., Riley J.W., Yuan, K., Wu, H., Gui, Z.
Wetter California projected by CMIP6 models with observational constraints under a high GHG emission scenario.
Earth's Future.
10
(4).
e2022EF002694.
2022.
10.1029/2022EF002694.
-
[9].
桂志鹏*, 杨乐, 丁劲宸, 王锦添, 孙云增, 吴华意.
顾及路口转移偏好和当前移动模式的个体驾驶目的地预测方法.
武汉大学学报信息科学版.
2022.
10.13203/J.whugis20210555.
-
[10].
吴华意, 靳凤营, 梁健源, 张显源, 邢华桥, 桂志鹏, 李锐, 向隆刚
地理信息服务网络与协同研究进展.
测绘学报.
51
(6).
1050-1061.
2022.
10.11947/j.AGCS.2022.20210338.
-
[11].
Mei, Y., Gui, Z.*, Wu, J., Peng, D., Wei, Z., Wu, H.
Population Spatialization with Pixel-level Attribute Grading by Considering Scale Mismatch Issue in Regression Modeling.
Geo-spatial Information Science.
10.1080/10095020.2021.2021785.
-
[12].
乐阳, 刘瑜, 陈云松 等
空间和地理计算与计算社会学的融合路径.
武汉大学学报·信息科学版.
47
(1).
1-18.
2022.
10.13203/j.whugis20210619.
-
[13].
亢扬箫, 桂志鹏*, 丁劲宸, 吴京航, 吴华意
基于Hilbert空间分区和Geohash索引的并行Ripley's K函数.
地球信息科学学报.
24
(1).
74-86.
2022.
10.12082/dqxxkx.2021.210457.
-
[14].
刘正廉, 桂志鹏*, 吴华意, 秦昆, 吴京航, 梅宇翱, 赵晶
融合建筑物与POI数据的精细人口空间化研究.
测绘地理信息.
46
(5).
102-106.
2021.
-
[15].
吴京航, 桂志鹏*, 申力, 吴华意, 刘洪波, 李锐, 梅宇翱, 彭德华
顾及格网属性分级与空间关联的人口空间化方法.
武汉大学学报信息科学版.
47
(9).
1364-1375.
2021.
10.13203/j.whugis20200379.
-
[16].
李德仁
, 朱欣焰
, 吴华意
, 桂志鹏
, 桂志鹏
, pp190-194
和 vol.42(E).
遥感空间信息服务链可视化建模与执行.
-
[17].
Hu, Y.*, Gui, Z.*, Wang, J., Li, M.
Enriching the metadata of map images: a deep learning approach with GIS-based data augmentation.
International Journal of Geographic Information Science.
36
(4).
799-821.
2021.
-
[18].
Wang J., Gui Z.*, Sun Y., Wu H., Yu Z.
A Real-Time Driving Destination Prediction Model Based on Historical Travel Patterns and Current Driving Status.
Lecture Notes in Computer Science.
12567.
29-43.
2021.
-
[19].
Gui, Z.*, Sun, Y., Yang, L., Peng, D., Li, F., Wu, H., Guo, C., Guo, W., Gong, J.
LSI-LSTM: An Attention-aware LSTM for Real-time Driving Destination Prediction by Considering Location Semantics and Location Importance of Trajectory Points.
Neurocomputing.
440.
72-88.
2021.
-
[20].
Wei, Z., Gui, Z.*, Zhang, M., Yang, Z., Mei, Y., Wu, H., Liu, H., Yu, J.
Text GCN-SW-KNN: A Novel Collaborative Training Multi-Label Classification Method for WMS Application Themes by Considering Geographic Semantics.
Big Earth Data.
2021.
-
[21].
Wu, H.*, Gui, Z., Yang, Z.
Geospatial Big Data for Urban Planning and Urban Management.
Geo-spatial Information Science.
23
(4).
273-274.
2020.
-
[22].
Gui, Zhipeng
, Peng, Dehua
, Wu, Huayi
和 Long, Xi.
MSGC: Multi-scale grid clustering by fusing analytical granularity and visual cognition for detecting hierarchical spatial patterns.
Future Generation Computer Systems.
112.
1038-1056.
2020.
-
[23].
Li, F., Gui, Z.*, Zhang, Z., Peng, D., Tian, S., Yuan, K., Sun, Y., Wu, H., Gong, J., Lei, Y.
A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction.
Neurocomputing.
403.
153-166.
2020.
-
[24].
Wang, Y., Gui, Z.*, Wu, H., Peng, D., Wu, J., Cui, Z.
Optimizing and Accelerating Space-Time Ripley’s K Function based on Apache Spark for Distributed Spatiotemporal Point Pattern Analysis.
Future Generation Computer Systems.
105.
96-118.
2020.
-
[25].
Zheng, H., Gui, Z.*, Wu, H., Song, A.
Developing Non-Negative Spatial Autoregressive Models for Better Exploring Relation Between Nighttime Light Images and Land Use Types.
Remote Sensing.
12(5).
798.
2020.
-
[26].
Yang, Z., Gui, Z., Wu, H.*, Li, W.
A Latent Feature-based Multimodality Fusion Method for Theme Classification on Web Map Service.
IEEE Access.
8.
25299-25309.
2020.
-
[27].
Hu, K., Gui, Z.*, Cheng, X., Wu, H., McClure S.
The Concept and Technologies of Quality of Geographic Information Service: Improving User Experience of GIServices in a Distributed Computing Environment.
ISPRS International Journal of Geo-Information.
8
(3).
118.
2019.
-
[28].
Yuan, K., Cheng, X., Gui Z., Li, F., Wu, H.*
A Quad-tree-based Fast and Adaptive Kernel Density Estimation Algorithm for Heat-map Generation.
International Journal of Geographic Information Science.
33
(12).
2455-2476.
2019.
-
[29].
Li, F., Gui, Z.*, Wu, H., Gong, J., Wang, Y., Tian, S., Zhang, J.
Big enterprise registration data imputation: Supporting spatiotemporal analysis of industries in China.
Computers, Environment and Urban Systems.
70.
9-23.
2018.
-
[30].
Hu, K., Gui, Z.*, Cheng, X., Qi, K., Zheng, J., You, L., Wu, H.
Content-based Discovery for Web Map Service using Support Vector Machine and User Relevance Feedback.
PLoS ONE.
11
(11).
2016.
-
[31].
Gui, Zhipeng
, Cao, Jun
, Liu, Xiaojing
, Cheng, Xiaoqiang
和 Wu, Huayi.
Global-Scale Resource Survey and Performance Monitoring of Public OGC Web Map Services.
ISPRS International Journal of Geo-Information.
5
(6).
2016.
-
[32].
Gui, Z., Yu, M., Yang, C.*, Jiang, Y., Chen, S., Xia, J., Huang, Q., Liu, K., Li, Z., Hassan, M.
Developing Subdomain Allocation Algorithms Based on Spatial and Communicational Constraints to Accelerate Dust Storm Simulation.
PLOS ONE.
11
(4).
2016.
-
[33].
Qi, K., Gui, Z.*, Li, Z., Guo, W., Wu, H., Gong, J.
An Extended Mechanism to Verify, Constrain and Enhance Geoprocessing Workflows Invocation.
Transactions in GIS.
20
(2).
240-258.
2015.
-
[34].
Wu, H., You, L.*, Gui, Z., Hu, K., Shen, P.
GeoSquare: collaborative geoprocessing models' building, execution and sharing on Azure Cloud.
Annals of GIS.
21(4).
287-300.
2015.
-
[35].
Xia, J., Yang, C.*, Gui, Z., Liu, K., Li, Z.
Optimizing an Index with Spatiotemporal Patterns to Support GEOSS Clearinghouse.
International Journal of Geographic Information Science.
28(7).
1459-1481.
2014.
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[36].
Xia, J., Yang, C.*, Liu, K., Gui, Z., Li, Z., Huang, Q., Li, R.
Adopting Cloud Computing to Optimize Spatial Web Portals for Better Performance to Support Digital Earth and Other Global Geospatial Initiatives.
International Journal of Digital Earth.
8(6).
451-475.
2014.
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[37].
Wu, H., You, L.*, Gui, Z., Gao, S., Li, Z., Yu, J.
FAST: A Fully Asynchronous and Status-Tracking Pattern for Geoprecessing Services Orchestration.
Computers & Geosciences.
70.
213-228.
2014.
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[38].
Liu, K., Yang, C.*, Li, W., Gui, Z., Xu, C., Xia, J.
Using semantic search and knowledge reasoning to improve the discovery of Earth science records: an example with the ESIP Semantic Testbed.
International Journal of Applied Geospatial Research.
5(2).
44-58.
2014.
-
[39].
Gui, Z., Yang, C.*, Xia, J., Huang, Q., Liu, K., Li, Z., Yu, M.A, Sun, M., Zhou, N., Jin, B.
A Service Brokering and Recommendation Mechanism for Better Selecting Cloud Services.
PLOS ONE.
9
(8).
2014.
-
[40].
Gui, Z., Yang, C.*, Xia, J., Liu, K., Xu, C., Li, J., Lostritto, P.
A performance, semantic and service quality enhanced distributed search engine for improving geospatial resource discovery.
International Journal of Geographic Information Science.
27(6).
1109-1132.
2013.
-
[41].
Gui, Z., Yang, C.*, Xia, J., Li, J., Abdelmounaam, R
A visualization-enhanced graphical user interface for geospatial resource discovery.
Annals of GIS.
19(2).
109-121.
2013.
-
[42].
Huang, Q., Yang, C.*, Liu, K., Xia, J., Xu, C., Li, J., Gui, Z., Sun, M., Li, Z.
Evaluating Open-Source Cloud Computing Solutions for Geosciences.
Computers & Geosciences.
59.
41-52.
2013.
-
[43].
Gong, J.*, Wu, H., Zhang, T., Gui, Z., Li, Z., You L.
Geospatial Service Web: towards integrated cyberinfrastructure for GIScience.
Geo-spatial Information Science.
15
(2).
73-84.
2012.
-
[44].
隆玺
, 桂志鹏
, 彭德华
, 吴华意
和 宋爱红.
基于低通保边滤波和尺度约束大津法的网格空间多尺度聚类方法.
地理与地理信息科学.
36
(1).
65-74.
2020.
-
[45].
张敏, 桂志鹏*, 成晓强, 曹军, 吴华意.
一种WMS领域主题文本提取及元数据扩展方法.
武汉大学学报信息科学版.
44
(11).
1730-1738.
2019.
-
[46].
李牧闲, 桂志鹏*, 成晓强, 吴华意, 秦 昆.
多核学习和用户反馈结合的WMS图层检索方法.
测绘学报.
48
(10).
1320-1330.
2019.
-
[47].
郑洪晗, 桂志鹏*, 栗法, 吴华意, 武旭芳, 张继勇, 韩文军
夜间灯光数据和兴趣点数据结合的建成区提取方法.
地理与地理信息科学.
35
(2).
25-32.
2019.
-
[48].
陈妍, 秦昆, 桂志鹏*, 吴华意.
基于工商企业注册数据的中国第二产业空间集聚研究.
辽宁工程技术大学学报(自然科学版).
37
(3).
602-610.
2018.
-
[49].
刘宵婧, 桂志鹏*, 曹军, 李锐, 吴华意.
GWR与STARMA结合的WMS响应时间时空预测模型.
武汉大学学报信息科学版.
43(6).
951-958.
2016.
-
[50].
盛稳, 成晓强*, 桂志鹏, 曹军, 吴华意
基于服务监测的WMS服务可用性调查及其影响因素探究.
地理与地理信息科学.
34
(2).
7-13+21.
2014.
-
[51].
胡定利, 桂志鹏*, 李锐, 吴华意
中国城市企业数量空间分布及规模分布演变.
华中师范大学学报（自然科学版）.
52
(3).
393-399.
2018.
-
[52].
成晓强, 杨敏, 桂志鹏, 艾廷华, 吴华意
信息量与相似度约束下的网络地图服务缩略图自动生成算法.
测绘学报.
46(11).
1891-1898.
2017.
-
[53].
高旭, 桂志鹏*, 隆玺, 栗法, 吴华意, 秦昆
KDSG-DBSCAN: 一种基于K-D Tree和Spark GraphX的高性能DBSCAN算法.
地理与地理信息科学.
33(6).
1-7+127.
2017.
-
[54].
胡凯, 游兰*, 桂志鹏, 沈平, 吴华意
弹性业务逻辑组合的在线遥感应用框架.
测绘科学.
41
(9).
127-131.
2016.
-
[55].
李锐, 唐旭, 石小龙, 樊珈珮, 桂志鹏*
网络GIS中最佳负载均衡的分布式缓存副本策略.
武汉大学学报信息科学版.
40
(10).
1287-1293.
2015.
-
[56].
吴华意, 李锐*, 周振, 蒋捷, 桂志鹏
公共地图服务的群体用户访问行为时序特征模型及预测.
武汉大学学报信息科学版.
40
(10).
1279-1286.
2015.
-
[57].
游兰*, 张海兵, 桂志鹏, 胡凯, 吴华意
一种时区聚类协同过滤的空间信息服务质量预测.
测绘科学.
40
(5).
99-105.
2015.
-
[58].
沈平，桂志鹏*，游兰，胡凯，吴华意
一种主动发现网络地理信息服务的主题爬虫.
地球信息科学.
17(2).
185-190.
2015.
-
[59].
高双, 游兰*, 桂志鹏, 吴华意
基于语义扩展的空间信息服务描述模型.
计算机应用.
35(S1).
178-182.
2015.
-
[60].
章汉武, 吴华意*, 胡月明, 桂志鹏.
从地理空间数据质量到地理空间信息服务质量.
武汉大学学报信息科学版.
35
(9).
1104-1107.
2010.
-
[61].
桂志鹏*，吴华意，朱欣焰，李德仁
遥感空间信息服务链可视化建模与执行.
天津大学学报.
42(E).
190-194.
2009.
-
[62].
章汉武*, 桂志鹏, 吴华意
网格环境下空间信息服务注册中心的设计与实现.
武汉大学学报信息科学版.
33
(5).
533-536.
2008.
-
[63].
Gui, Z.*, Wang, Y., Cui, Z., Peng, D., Wu, J., Ma, Z., Luo, S., Wu, H.
Developing Apache Spark based Ripley’s K Functions for Accelerating Spatiotemporal Point Pattern Analysis.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci..
2020.
-
[64].
Luo, Y.*, Xiang, L., Xu, Y., Gui, Z.
Road Network Extraction from GPS Trajectories–A Tensor Voting Based Algorithm.
Proceedings of the 28th Geographical Information Science Research UK Conference (GISRUK 2020)..
2020.
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[65].
Zhang, Z., Li, D., Zeng, F., Gui, Z.*
A Dynamic Risk Assessment Method of Waterlogging Points by Coupling Hydrology Model with Deep Neural Network.
Proceedings of the 26th International Conference on Geoinformatics.
-
[66].
Cui, Z., Xie, G., Gui, Z.*
Analyzing the Spatiotemporal Distribution of Different Industries In Wuhan City Using Enterprise Registration Data.
Int. Arch. Photogramm. Remote Sens..
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[67].
Song, Y., Gui, Z.*, Wu, H., and Wei, Y.
A Web-Based Framework for Visualizing Industrial Spatiotemporal Distribution Using Standard Deviational Ellipse and Shifting Routes Of Gravity Centers.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.
2017.
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[68].
Tian, S., Wang, J., Gui, Z.*, Wu, H., and Wang, Y.
A Case Study: Exploring Industrial Agglomeration of Manufacturing Industries in Shanghai Using Duranton and Overman’s K-Density Function.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci..
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[69].
Xiong, H., Chen, L., and Gui, Z.*
A Web-Based Platform for Visualizing Spatiotemporal Dynamics of Big Taxi Data.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci..
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[70].
Yang, Z., Cao, J., Hu, K., Gui, Z., Wu, H., You, L.
Developing a cloud-based online geospatial information sharing and geoprocessing platform to Facilitate Collaborative Education and Research.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci..
2016.
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[71].
Wu. H., Cao, J., Gui, Z., Liu, X.
A Distributed Geospatial Service Monitoring Framework for Capturing Spatiotemporal Characteristics of Service Performance.
CyberGIS’16.
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[72].
Li, F., Long, X., Du, S., Zhang, L., Liu, Z., Li, M., Li, F., Gui, Z.*, Yu, H.
Analyzing campus mobility patterns of college students by using GPS trajectory Data and Graph-based Approach.
Proceedings of the Geoinformatics 2015.
2015.
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[73].
Xiang, B., Li, X., Zhang, M., Lu, L., Li, F., Zhao, B., Gui, Z.*
An extensible simulation framework for diagnosing the execution of the distributed geospatial web services.
Proceedings of the Geoinformatics 2015.
2015.
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[74].
Wu, S., Zhang, M., Huang, Q., Zhang, Y., Wan, C., Zhang, K., Cao, J., Gui, Z.*, Qin, K.
Design a Web Portal for Visualizing and Exploring Service Quality of Global OGC Web Map Services.
Proceedings of the Geoinformatics 2015.
2015.
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[75].
Liu, Y., Chen, Y.*, Wang, S., Gui, Z., Wu, H.
Design and Implement of Spatial Statistical Services Based on GeoSquare.
Proceedings of the Geoinformatics 2015.
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[76].
Cheng, X., Gui, Z., Hu, K., Gao, S., Shen, P., Wu, H.
A cloud-based platform supporting geospatial collaboration for GIS education.
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci..
2015.
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[77].
Gao, S., You, L.*, Gui, Z., Wu, H.
Extending WSDL for Describing Complex Geodata in GIS Services.
Third International Conference on Agro-Geoinformatics (Agro-Geoinformatics 2014).
2014.
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[78].
Yu, M., Yang, C.*, Huang, Q., Gui, Z., Xia, J.
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