個人簡歷

教育簡歷

• 2006.9-2009.7，南京大學地理與海洋科學學院，博士

• 2003.9-2005.7，哈爾濱工業大學土地資源管理🧑🏼‍🚒，碩士

• 1999.9-2003.7，東北農業大學資源與環境學院，本科

工作簡歷

• 2009.7-至今,  任職於沐鸣2开户

• 2012.7-2013.7👍，美國加州大學聖塔芭芭拉分校地理系，訪問學者

碩士生導師/方向

• 環境遙感，環境大數據分析挖掘

人才培養

本科生課程：

• 環境遙感, 地理信息系統原理與應用

研究生課程：

• 衛星遙感海洋環境與海洋生態

科學研究

主持和參與的主要項目：

1. 特大城市重大環境汙染事件應急技術綜合示範（863項目）子課題——大氣汙染事故風險場模擬及預測系統開發，科技部🕺📢，2008-2010，參加

2. 高空間分辨率遙感圖像頻域線性特征提取方法研究☎️，國家自然科學青年基金，2011-2013，主持

3. 基於高分一號衛星數據的黃浦江上遊水域葉綠素a遙感反演研究，上海市自然科學基金🙇🤹🏿，2015-2017，主持

4. 城市街區形態布局對大氣顆粒物擴散及人群暴露空間變化的影響機理研究，國家自然科學青年基金，2016-2018👃🏼，參加

5. 長三角城市群生態安全協同聯動機製綜合決策支持系統與平臺及示範子課題——長三角城市群生態安全雲數據庫構建與模型集成關鍵技術，國家重大研發專項，2016-2020🫣，主持

教研成果

代表性論文📯：

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.