云顶3118网站「中国」集团有限公司

师资概况

魏立飞

作者:发布时间:2021-10-27

姓名: 魏立飞 

职称、职务: 

教授,博士生导师,地理信息科学系系主任

电子邮箱: 

weilifei2508@163.com

通信地址:武汉市武昌区友谊大道368号云顶3118网站 

主要研究方向

遥感影像智能处理,生态/农业遥感,地理信息大数据分析及可视化

教育背景

2011.6-2018.09 武汉大学测绘遥感信息工程国家重点实验室摄影测量与遥感,博士

工作经历

2011.9-2013.12 武汉大学电子信息工程学院博士后

2014-至今云顶3118网站

教学课程

遥感技术与应用,生态遥感,遥感大数据分析

主要社会兼职

1江汉平原生态气象遥感监测技术协同创新中心客座研究员

2、中科院青藏高原环境变化与地表过程重点实验室访问学者

3、第七届中国农业资源与区划学会理事

4欧盟农业遥感工程师

5IEEE GRSLISPRSIEEE JSTARSRSSensors、测绘学报、光学学报、中国图形图像学报20多种国内外期刊特约审稿人

荣誉和获奖情况

12018年中国测绘科技进步奖一等奖

22019年第二届全国智慧气象服务创新大赛一等奖

代表作(*通讯作者)

Remote Sensing of EnvironmentIEEE Geoscience and Remote Sensing MagazineRemote Sensing, Sensors, Applied Science,测绘学报,遥感学报,测绘科学等国内外学术期刊上已经发表论文60余篇,其中SCI论文30余篇。

一、生态遥感

1Lifei Wei, Chan Huang,etc. Inland Waters Suspended Solids Concentration Retrieval Based on PSO-LSSVM for UAV-Borne Hyperspectral Remote Sensing Imagery. Remote Sensing, 2019, 11, 1455

2Lifei Wei, Ziran Yuan,etc. Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy, Sensors, 2019, 19, 3904.

3Lifei Wei, Ziran Yuan,etc. An Improved Gradient Boosting Regression Tree Estimation Model for Soil Heavy Metal (Arsenic) Pollution Monitoring Using Hyperspectral Remote Sensing. Appl. Sci, 2019, 9,1943.

4Lifei Wei, Chan Huang,etc. Monitoring of Urban Black-Odor Water Based on Nemerow Index and Gradient Boosting Decision Tree Regression Using UAV-Borne Hyperspectral Imagery. Remote Sensing,  2019, 11, 2402.

5Lifei Wei, Chan Huang,etc. Inland Lakes Mapping for Monitoring Water Quality Using a Detail/Smoothing-Balanced Conditional Random Field Based on Landsat-8/Levels Data. Sensors, 2020, 20, 1345

6Lifei Wei, Yangxi Zhang,etc. Development of VisibleNear-Infrared Hyperspectral Imaging for the Prediction of Total Arsenic Concentration in Soil. Appl. Sci, 2020, 10, 2941

7Lifei Wei, Ziran Yuan,etc. Hyperspectral Inversion of Soil Organic Matter Content based on Combined Spectral Index Model. Sensors, 2020, 20, 2777

8Lifei Wei, Haochen Pu,etc. Estimation of Soil Arsenic Content with Hyperspectral Remote Sensing. Sensors, 2020, 20, 4056

9、 Lifei Wei, Zhou Wang,etc. Transparency Estimation of Narrow Rivers by UAV-

Borne Hyperspectral Remote Sensing Imagery. IEEE Access,S.2020.3023690

10、 Yanfei Zhong, Xinyu Wang.Lifei Wei,etc.Mini-UAV-Borne Hyperspectral Remote Sensing: From Observation and Processing to Applications,IEEE Geoscience and Remote Sensing Magazine,2018,12,10.

11、 Qikai Lu, Wei Si,Lifei Wei,etc.Retrieval of Water Quality from UAV-Borne HyperspectralImagery: A Comparative Study of Machine Learning Algorithms. Remote Sensing, 2021,13,3928.

二、农业遥感

1Lifei Wei,Min Yu,etc. Spatial-Spectral Fusion Based on Conditional Random Fields for the  Fine Classification of Crops in UAV-Borne Hyperspectral Remote Sensing Imagery,Remote Sensing, 2019, 11, 780

2Lifei Wei,Min Yu,etc. Precise Crop Classication Using Spectral-Spatial-Location Fusion Based on Conditional Random Fields for UAV-Borne Hyperspectral Remote Sensing Imagery,Remote Sensing, 2019, 11, 2011

3Lifei Wei,Kun Wang,etc. Crops Fine Classification in Airborne Hyperspectral ImageryBased on Multi-Feature Fusion and Deep Learning,Remote Sensing, 2021, 13, 2917.

4Yanfei Zhong, Chang Luo,Lifei Wei,etc.Cropland Product Fusion Method Based on the Overall Consistency Difference: A Case Study of China,Remote Sensing, 2009, 11,1065.

5Ji. Zhao, Y. Zhong,Lifei. Wei,etc. A robust spectral-spatial approach to identifying heterogeneous crops using remote sensing imagery with high spectral and spatial resolutions, Remote Sensing of Environment, 2020,.239, 111605.

三、遥感图像智能处理

1Ke Wu, Lifei Wei,etc. Adaptive pixel unmixing based on a fuzzy ARTMAP neural

network with selective endmembers,Soft Computing,2015,10.1007.

2、Ke Wu,Wang Yi, Lifei Wei,etc.Subpixel land cover change mapping with multitemporal remote-sensed images at different resolution,journal of applied remote sensing,1931-3195/2015

3、Qikai Lu,Lifei Wei.Multiscale Superpixel-Based Active Learning for Hyperspectral Image Classification, IEEE Geoscience and Remote Sensing Letters,10.1109/LGRS.2021.3054793.

同时,团队还在IGARSS、ISPRS等学术会议上发表论文10余篇,同时在

测绘学报、遥感学报、遥感通报等中文期刊上发表论文10余篇。

承担(主持)的主要科研项目

5年,主持国家重点研发计划项目子课题项目1项,国家自然科学基金1项,湖北省自然科学基金1项,中国博士后面上项目1项,湖北省教育厅项目1项目,同时,主持了国家农业部,民政部等其他省部级项目及横向项目若干项。

1、国家重点研发计划面向城市群的区域生态环境智能感知技术与系统示范,

2020.1-2022.12子课题负责人

2、国家自然科学基金基于条件随机场模型的高分辨率遥感影像变化检测研  

 2013.12-2015.12 负责人

3、湖北省自然科学基金基于多特征优化融合的高分辨率遥感影像大气环境变 

化规律动态监测研究 2013.12-2015.12 负责人

4、湖北省教育厅基金深度学习和稀疏表达的高分辨率遥感影像快速变化监测   

研究,2018.1-2020.12 负责人

5、中国博士后面上项目,基于多特征流形嵌入模型的遥感影像变化检测研究, 

2013.1-2015.12 负责人

同时,主持国家农业部,民政部等其他省部级项目及横向项目30余项。

我们团队的核心理念:让学生变得更好。欢迎有志在遥感领域大展身手的学生报考本团队研究生,我们齐心合力地完成一己之力无法完成的伟大事业。

 

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