研究方向
極端氣候變化,陸面過程模擬,城市化的氣候效應,氣象氣候預測,大數據及同化算法。
人物經歷
教育經歷
2002-2007,康乃狄克大學,土木與環境工程系,博士
1999-2002,大連理工大學,土木工程系,碩士
1993-1997,大連理工大學,土木工程系,學士
工作經歷
2018-現在,中山大學,地理科學與規劃學院水資源與環境系,教授
2011-2018,中山大學,地理科學與規劃學院水資源與環境系,副教授
2010-2011,美國國家水文遙感中心(National Operational Hydrologic Remote Sensing Center),科學家
2008-2009,美國Dewberry公司,水資源工程師
2007-2008,美國普林斯頓大學,土木與環境工程系,博士後
1997-1999,小浪底諮詢有限公司,工程師
1997-1997,中水北方勘測設計研究有限責任公司,助理工程師
社會任職
美國地球物理協會(AmericanGeophysical Union)會員
美國氣象學會(AmericanMeteorological Society)會員
Geophysical Research Letters,Journal of Geophysical Research,Journal of Hydrology,International Journal of Climatology等國際學術期刊的審稿人
講授課程
數學建模算法與套用
陸面過程模擬與套用
水文氣象學
學術成果
論著專利
Dan Li, Weilin Liao, Angela Rigden, Xiaoping Liu,Dagang Wang, Sergey Malyshev, Elena Shevliakova, 2019: Urban heat island: Aerodynamics or imperviousness? Science Advances, DOI:10.1126/sciadv.aau4299,IF=11.51
Yongjiu Dai, Hua Yuana, Qinchuan Xin,Dagang Wang, Wei Shangguan, Shupeng Zhang, Shaofeng Liu, Nan Wei, 2019: Differentrepresentationsofcanopystructure-A large sourceofuncertainty in global land surface modeling, Agricultural and Forest Meteorology, 269, 119–135, doi:10.1016/j.agrformet.2019.02.006. IF=4.039
Zhi Zhang,Dagang Wang(Corresponding author), Guiling Wang, Jianxiu Qiu, Weilin Liao, 2019: Use of SMAP soil moisture and fitting methods in improving GPM estimation in near real time, Remote Sensing, 11(3), 368; doi:10.3390/rs11030368. IF=3.406
Weilin Liao,Dagang Wang(Corresponding author), Guiling Wang, Youlong Xia, and Xiaoping Liu, 2019: Quality Control and Evaluation of the Observed Daily Data in North American Soil Moisture Database, Journal of Meteorological Research, in press, IF=1.022
Youlong Xia,David M. Mocko,Shugong Wang,Ming Pan,Sujay V. Kumar,Christa D. Peters-Lidard,Helin Wei,Dagang Wang, andMichael B. Ek, 2018. Comprehensive Evaluation of the Variable Infiltration Capacity (VIC) Model in the North American Land Data Assimilation System, Journal of Hydrometeorology, 19, 1853-1866,
Weilin Liao, Xiaoping Liu, Dan Li, Ming Luo,Dagang Wang, Shaojian Wang, Jane Baldwin, Lijie Lin, Xia Li, Kuishuang Feng, Klaus Hubacek, and Xuchao Yang, 2018. Stronger Contributions of Urbanization to Heat Wave Trends in Wet Climates. Geophysical Research Letters, 45, 11310–11317
Dashan Wang,Dagang Wang(Corresponding author), Xiangyan Qi, Lin Liu, Xianwei Wang, 2018: Use of high-resolution precipitation observations in quantifying the effect of urban extent on precipitation characteristics for different climate conditions over the Pearl River Delta, China. Atmospheric Science Letters, 2018, e820, DOI: 10.1002/asl.820. IF=1.198
Xuerongzi Huang, Dashan Wang, Yu Liu, Zhizhou Feng,Dagang Wang(Corresponding author), 2018: Evaluation of extreme precipitation based on satellite retrievals over China, Frontiers of Earth Science,2018, 12 (4): 846–861, DOI 10.1007/s11707-017-0643-2. IF=1.096
Guiling Wang (Corresponding author),Dagang Wang(Co-Corresponding author), Kevin E. Trenberth, Amir Erfanian, Miao Yu, Michael G. Bosilovich, Dana T. Parr, 2017: The peak structure and future changes of the relationships between extreme precipitation and temperature.Nature Climate Change, 7, 268-274, doi:10.1038/nclimate3239,IF=19.304
Dagang Wang,Guiling Wang, Dana T. Parr, Weilin Liao, Youlong Xia, and CongSheng Fu, 2017: Incorporating remote sensing-based ET estimates into the Community Land Model version 4.5.Hydrology and Earth System Sciences,21 (7), 3557-3577, doi:10.5194/hess-21-1-2017. IF=4.256
Weilin Liao,Dagang Wang(Corresponding author), Xiaoping Liu, Guiling Wang, and Jianbo Zhang, 2017:Estimated influence of urbanization on surface warming in eastern China using time-varying land use data,International Journal of Climatology, 37(7), 3197–3208, DOI: 10.1002/joc.4908. IF=3.100
Dagang Wang, Jiang P, Guiling Wang Dashan Wang, 2015: Urban extent enhances extreme precipitation over the Pearl River Delta, China, Atmospheric Science Letters, 2015, 16(3): 310–317, DOI: 10.1002/asl2.559. IF=1.198
Peng Jiang,Dagang Wang(Corresponding author), Yongqiang Cao, 2016: Spatiotemporal characteristics of precipitation concentration and their possible links to urban extent in China, Theoretical and Applied Climatology, 123(3): 757–768, DOI: 10.1007/s00704-015-1393-2. IF=2.321
Chi Zhang, andDagang Wang(Corresponding author), Guiling Wang, Weito Yang, Xiaoping Liu, 2014: Regional differences in hydrological response to canopy interception schemes in a land surface model, Hydrological Processes, 28(4): 2499–2508, DOI: 10.1002/hyp.9762. IF=3.181
Weilin Liao, Xiaoping Liu,Dagang Wang, Yanlin Sheng, 2017: The Impact of Energy Consumption on Surface Urban Heat Island in China's 32 Major Cities, Remote Sensing, 2017, 9(3), 250, doi:10.3390/rs9030250. IF=3.406
Dashan Wang, Xianwei Wang, Lin Liu,Dagang Wang, Huabing Huang, Cuiling Pan, 2016: Evaluation of CMPA precipitation estimate in the evolution of typhoon-related storm rainfall in Guangdong, China. Journal of Hydroinformatics, 18(6): 1055-1068. IF=1.797
Jiayong Liang, Xiaoping Liu, Kangning Huang, Xia Li,Dagang Wang, Xianwei Wang, 2014: Automatic Registration of Multisensor Images Using an Integrated Spatial and Mutual Information (SMI) Metric. IEEE Transactions on Geoscience and Remote Sensing, 52(1), 603-615, doi: 10.1109/TGRS.2013.2242895. IF=3.360
Lina Wang, Quanxi Shao, Xiaohong Chen, Yan Li,Dagang Wang, 2012: Flood changes during the past 50 years in Wujiang River, South China, Hydrological Processes, 26(23), 3561–3569, DOI: 10.1002/hyp.9762. IF=3.181
Dagang Wang, Guiling Wang, Emmanouil N. Anagnostou, 2009: Impact of sub-grid variability of precipitation and canopy storage on atmosphere hydrological processes. Climate Dynamics, 32(5): 649–662, doi: 10.1007/s00382-008-0435-1. IF=3.774
Dagang Wang, Emmanouil N. Anagnostou, Guiling Wang, 2008: Effects of sub-grid variability of precipitation and canopy water storage on climate model simulations of water cycle in Europe. Advances in Geosciences, 17, 49–53. doi:10.5194/adgeo-17-49-2008.
Dagang Wang, Guiling Wang, Emmanouil N. Anagnostou, 2007: Evaluation of canopy interception scheme in Land surface models. Journal of Hydrology, 347, 308–318. IF=3.727
Dagang Wang, Guiling Wang, 2007: Towards a robust canopy interception scheme with sub-grid precipitation variability in Land Surface Models. Journal of Hydrometeorology, 8, 439-446. IF=3.790
Guiling Wang, Yeojoo Kim,Dagang Wang, 2007: Quantifying the strength of soil moisture-precipitation coupling and its sensitivity to changes in surface water budget. Journal of Hydrometeorology, 8(3), 551-570. IF=3.790
Dagang Wang, Emmanouil N. Anagnostou, Guiling Wang, 2006: The effect of sub-grid rainfall variability on the water balance and flux exchange processes resolved at climate scale: The European region contrasted to Central Africa and Amazon rainforests. Advances in Geosciences, 7, 269-274.
Dagang Wang, Guiling Wang, Emmanouil N. Anagnostou, 2005: Use of satellite-based precipitation observation in improving the parameterization of canopy hydrological processes in land surface models. Journal of Hydrometeorology, 6, 745-763. IF=3.790
李寧,劉瑜,王大剛(通訊作者),2019.基於ARIMA和EEMD的東江流域季節降水預報研究,人民珠江,40(3),52-58
王佳雯,廖威林,王大剛(通訊作者),2017.中國大陸地區極端降水與溫度的相關性,中山大學學報(自然科學版),56(6):22-30
劉瑜,吳裕珍,馮志州,黃雪絨姿,王大剛.多種衛星降水產品對中國極端降雨反演效果評估.熱帶地理,2017,37(3):417-433.
吳裕珍,馮志州,王大剛(通訊作者),2016.基於貝葉斯模式平均與標準化異常度的東江汛期降水預報,中山大學學報(自然科學版),55(6):20-27
蔣鵬,王大剛(通訊作者),陳曉宏,2015.廣東省近50年極端降水事件的時空特徵及成因分析,水文,35(2):77-84
吳裕珍,王大剛(通訊作者),吳文嬌,2015.基於貝葉斯模式平均的東江流域降雨機率預報,熱帶地理,35(6):860-872
鐘逸軒,吳裕珍,王大剛(通訊作者),2016.基於貝葉斯模式平均的大渡河流域集合降水機率預報研究,水文,36(1):8-14
陳守煜,郭瑜,王大剛, 2006:智慧型預報模式與水文中長期智慧型預報方法.中國工程科學, 8(7), 30-35
陳守煜,王大剛:基於遺傳算法的模糊優選BP網路模型及其套用.水利學報, 2013,(5), 116-121.
李敏,程春田,王大剛, 2002:基於PowerBuilder和Mapobject水庫洪水調度系統信息查詢.大連理工大學學報, 42(5), 603-605
王大剛,程春田,李敏, 2001:基於遺傳算法的水電站最佳化調度研究.華北水利水電學院學報, 22(1), 5-10.
Li, Q, Chen S,Wang DG, 2006: An Intelligent Runoff Forecasting Method Based on Fuzzy sets, Neural network and Genetic Algorithm. Sixth International Conference on Intelligent Systems Design and Applications. Volume 1, 948-953. October 16-18, 2006, Jinan, China.
Chen, S, Guo Y, Wang DG, 2006: Use of Engineering Fuzzy Sets, BP Neural Network and Genetic Algorithm for Intelligent Decision-Making. The Sixth World Congress on Intelligent Control and Automation, Volume 1, 3052-3056. June 21-23, 2006, Dalian, China.
科研項目
1. 基於降水分類的極端降水與氣溫關係及其未來變化研究,國家自然科學基金面上項目,60萬,2018-2021
2. 城市化發展下土地利用變化和空氣污染對珠江三角洲暴雨演化的影響研究,國家自然科學基金面上項目,80萬,2014-2017
3.基於降水分類的多尺度氣溫與極端降水耦合關係研究,中山大學重大項目培育和新興交叉學科培育計畫項目,50萬,2015-2017
4.基於統計方法和數值模式的東江流域季節降水預報研究,廣東省水利科技創新項目,62.7萬,2015-2016
5.城市環境變化對珠三角暴雨演化的影響研究,中山大學重大項目培育和新興交叉學科培育計畫項目,30萬,2013-2015
6.珠江三角洲城市化對降水的影響極其機理研究,教育部留學回國人員科研啟動基金,3萬,2013-2015
7.城市化影響極端降雨機理研究-以珠江三角洲為例,實驗室開放基金,10萬,2013-2014
8.氣候變化對淮河珠江流域洪水頻率變化影響測試,水利部,10萬,2012-2014
9. 廣東省東江流域2015~2016年水量調度效果評估,12.3萬,2015-2016
10.災害性暴雨天氣過程演化分析及暴雨分類方法研究,大連理工大學,10萬,2012-2014
11.大渡河流域多源地理信息資料加工處理,中國水利水電科學研究院,10.8萬,2013-2013
12.廣東省鑒江流域2013年冬-2014年春枯水期水量調度實施方案編制,8萬,2013-2014
13.中山大學百人計畫引進人才啟動項目,中山大學,20萬,2011-2012
獲獎記錄
2005-2008,美國國家航空航天局,地球科學獎學金
2015-2016年度地理學院“科技論文獎”
2014-2015年度地理學院“優秀班主任”
2014-2015年度地理學院“我心目中的良師”
2015-2016年度地理學院“我心目中的良師”
2016-2017年度地理學院“我心目中的良師”
2017-2018年度地理學院“我心目中的良師”
2018-2019年度地理學院“我心目中的良師”
2016年第一學期《計算方法與計算套用》學生評教,全校第一