专家人才

姚凌

 

个人简况 

男,1985年生,江苏南通人,博士,中国科学院地理科学与资源研究所副研究员 

教育和工作经历  

201712月至今,中国科学院地理科学与资源研究所,副研究员 

20151 – 201711月,中国科学院地理科学与资源研究所,助理研究员 

200910 – 201412月,中国科学院地理科学与资源研究所,博士后 

20099 – 20126月,中国科学院大学,博士 

20069 – 20096月,南京师范大学,硕士 

20009 – 20046月,南京师范大学,学士 

研究领域和研究方向  

研究领域:遥感与地理信息系统应用、地学精准人工智能 

研究方向:遥感大数据分析、GeoAI 

学术论文  

1 Tree counting with high spatial-resolution satellite imagery based on deep neural networks, Ecological Indicators, 2021,  1 作者 

2 Evaluation of the ERA5 Sea Surface Temperature Around the Pacific and the Atlantic, IEEE ACCESS, 2021,  1 作者 

3 Feasibility of machine learning methods for predicting hospital emergency room visits for respiratory diseases, Environmental Science and Pollution Research, 2021, 通讯作者 

4 Hierarchical identification of solar radiation zones in China, Renewable and Sustainable Energy Reviews, 2021, 其他(合作组作者) 

5 Satellite observed cooling effects from re-vegetation on the Mongolian Plateau, Science of the Total Environment, 2021, 其他(合作组作者) 

6 Understanding Terrestrial Water Storage Declining Trends in the Yellow River Basin, Journal of Geophysical Research - Atmospheres, 2020,  1 作者 

7 Comparison of two satellite-based soil moisture reconstruction algorithms: A case study in the state of Oklahoma, USA, Journal of Hydrology, 2020,  1 作者 

8 Downscaling Satellite Retrieved Soil Moisture Using Regression TreeBased Machine Learning Algorithms Over Southwest France, Earth and Space Science, 2020, 通讯作者 

9 A New Deep Learning Algorithm for Detecting the Lag Effect of Fine Particles on Hospital Emergency Visits for Respiratory Diseases, IEEE ACCESS, 2020, 通讯作者 

10 A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations, Advances in Water Resources, 2020, 通讯作者 

11 Variations in terrestrial water storage in the Lancang-Mekong river basin from GRACE solutions and land surface model, Journal of Hydrology, 2020, 通讯作者 

12 Spatial scale effects on retrieval accuracy of surface solar radiation using satellite data, Applied Energy, 2020, 其他(合作组作者) 

13 Causative impact of air pollution on evapotranspiration in the North China Plain, Environmental Research, 2017,  1 作者 

14 Wind and rainfall regulation of the diffuse attenuation coefficient in large, shallow lakes from long-term MODIS observations using a semi-analytical model, Journal of Geophysical Research: Atmospheres, 2017, 通讯作者 

15 Spatiotemporal variation in particulate organic carbon based on long-term MODIS observations in Taihu lake, China, Remote Sensing, 2017, 通讯作者 

16 PM2.5, population exposure and economic effects in urban agglomerations of China using ground-based monitoring data, International Journal of Environmental Research & Public Health, 2017, 通讯作者 

17 Semi-analytical retrieval of the diffuse attenuation coefficient in large and shallow lakes from GOCI, a high temporal-resolution satellite, Remote Sensing, 2017, 通讯作者 

18 Numerical modeling and prediction of future response of permafrost to different climate change scenarios on the QinghaiTibet plateau, International Journal of Digital Earth, 2016, 通讯作者 

19 Comparison of hourly pm2.5 observations between urban and suburban areas in Beijing, China, International Journal of Environmental Research & Public Health, 2015,  1 作者 

20 Particulate matter pollution and population exposure assessment over mainland China in 2010 with remote sensing, International Journal of Environmental Research & Public Health, 2014,  1 作者 

21 Spatiotemporal distribution and short-term trends of particulate matter concentration over China, 2006-2010, Environmental Science & Pollution Research, 2014,  1 作者 

22 Analysis of the characteristics and evolution modes of PM2.5 pollution episodes in Beijing, China during 2013, International Journal of Environmental Research & Public Health, 2013, 通讯作者 

专利  

吕宁,姚凌,秦军,苗茹,宋佳,孙九林.一种近地表PM2.5浓度估算方法及估算系统. ZL 2013 10503382.5 

主要承担研究项目  

1. 粤港澳大湾区海岸带生态环境大数据与分析(2019/12-2023/08),主持人 

2. 国家自然科学基金面上项目,耦合主被动遥感数据与空气质量模式的PM2.5优化估算研究(NO.417713802018/01-2021/12),主持人 

  3. 国家科技基础资源调查项目专题,中国南北过渡带调查数据规范与标准及数据集成与共享(2017fy100301-52017/02-2022/01),主持人 

  4. 国家科技基础条件平台专项课题,我国2016年乡镇界线及时间序列人口、GDP公里格网数据生产(2017/01-2018/12),主持人 

  5. 国家自然科学基金青年基金,基于遥感同化的PM2.5源清单优化方法研究(NO.417713802014/01-2016/12),主持人 

联系方式  

  通讯地址:北京市朝阳区安定门外大屯路甲11 

  中国科学院地理科学与资源研究所 

  邮编:100101 

  办公电话:010-64889786 

  E-mail: yaoling@lreis.ac.cn 

更新日期:2021618