个人简历

教育简历

• 2006.9-2009.7，南京大学地理与海洋科学学院，博士

• 2003.9-2005.7，哈尔滨工业大学土地资源管理，硕士

• 1999.9-2003.7，东北农业大学资源与环境学院，本科

工作简历

• 2009.7-至今,  任职于必赢242net

• 2012.7-2013.7，美国加州大学圣塔芭芭拉分校地理系，访问学者

硕士生导师/方向

• 环境遥感，环境大数据分析挖掘

人才培养

本科生课程：

• 环境遥感, 地理信息系统原理与应用

研究生课程：

• 卫星遥感海洋环境与海洋生态

科学研究

主持和参与的主要项目：

1. 特大城市重大环境污染事件应急技术综合示范（863项目）子课题——大气污染事故风险场模拟及预测系统开发，科技部，2008-2010，参加

2. 高空间分辨率遥感图像频域线性特征提取方法研究，国家自然科学青年基金，2011-2013，主持

3. 基于高分一号卫星数据的黄浦江上游水域叶绿素a遥感反演研究，上海市自然科学基金，2015-2017，主持

4. 城市街区形态布局对大气颗粒物扩散及人群暴露空间变化的影响机理研究，国家自然科学青年基金，2016-2018，参加

5. 长三角城市群生态安全协同联动机制综合决策支持系统与平台及示范子课题——长三角城市群生态安全云数据库构建与模型集成关键技术，国家重大研发专项，2016-2020，主持

教研成果

代表性论文：

1. Wang Jiajia; He Li; Lu Xiaoman; Zhou Liguo*; Tang Haoyue; Yan Yingting; Ma Weichun*; A full-coverage estimation of PM2.5 concentrations using a hybrid XGBoost-WD model and WRF-simulated meteorological fields in the Yangtze River Delta Urban Agglomeration, China, Environmental research, 2021.

2. Lu xiaoman; Wang Jiajia; Yan Yingting; Zhou liguo*; Ma weichun; Estimating hourly PM2.5 concentrations using Himawari-8 AOD and a DBSCAN-modified deep learning model over the YRDUA, China, Atmospheric Pollution Research, 2021,12,183-192.

3. Wang Jiajia; Lu Xiaoman; Yan Yingting; Zhou Liguo*; Ma Weichun*; Spatiotemporal characteristics of PM2.5 concentration in the Yangtze River Delta urban agglomeration, China onthe application of big data and wavelet analysis, Science of The Total Environment, 2020, 724,138134.

4. Lu xiaoman; Situ chunyan; Ma weichun; Dai xiaoyan; He cheng; Zhou liguo*; Comparative analysis of four semi-analytical models for estimating chlorophyll-a concentration in case-2 waters using field hyperspectral reflectance, International Journal of Remote Sensing, 2019,41(2),584-594.

5. Cheng He; Liang Ma; Liguo Zhou; Haidong Kan; Yan Zhang; Weichun Ma*; Bin Chen*; Exploring the mechanisms of heat wave vulnerability at the urban scale based on the application of big data and artificial societies, Environment International, 2019, 127:573-583.

6. Cheng He; Liguo Zhou; Weichun Ma*; Yuan Wang*; Spatial Assessment of Urban Climate Change Vulnerability During Different Urbanization Phases, Sustainability, 2019,11(8), 2406-2425.

7. Cheng He; Youru Yao; Xiaoman Lu; Mingnan Chen; Weichun Ma*; Liguo Zhou*; Exploring the Influence Mechanism of Meteorological Conditions on the Concentration of Suspended Solids and Chlorophyll-a in Large Estuaries Based on MODIS Imagery, Water, 2019,11(2):375-392.

8. Weichun Ma; Liguo Zhou; Hao Zhang; Yan Zhang; Xiaoyan Dai*; Air temperature field distribution estimations over a Chinese mega-city using MODIS land surface temperature data: the case of Shanghai, Frontiers of Earth Science, 2016,10(1):38-48.

9. Liguo Zhou; Weichun Ma; Hao Zhang*; Linna Li; Lin Tang; Developing a PCA-ANN Model for Predicting Chlorophyll a Concentration from Field Hyperspectral Measurements in Dianshan Lake, China, Exposure & Health, 2015,7(4):591-602.

10. Liguo Zhou; Dar A. Roberts; Weichun Ma*; Hao Zhang; Lin Tang; Estimation of higher chlorophyll a concentration using field spectral measurement and HJ-1A hyperspectral satellite data in Dianshan Lake, China, ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 88:41-47.

11. Zhou Liguo; Xu Bo; Ma Weichun*; Zhao Bin; Li Linna; Huai Hongyan; Evaluation of hyperspectral multi-band indices to estimate chlorophyll-A concentration using field spectral measurements and satellite data in Dianshan Lake, China, Water, 2013,5(2): 525-539.

12. Zhou Liguo; Ma Weichun*; Gu Wanhua; Huai Hongyan; Atmospheric Correction of HJ-1 CCD Data for Water Imagery Based on Dark Object Model, Spectroscopy and Spectral Analysis, 2011, 31(8): 2238-2242.