个人信息简历
姓名:夏小琳
学历:博士研究生
所属教研室:地理信息与遥感系
职称:讲师
邮箱:3991@ldu.edu.cn
教育经历
2008.09-2011.06,瑞典耶夫勒大学,地球空间信息科学 学士
2011.09-2013.06,瑞典耶夫勒大学,地球空间信息科学 硕士
2013.09-2017.06,山东科技大学,地图制图学与地理信息 工程博士
2014.03-2017.06,中国科学院地理科学与资源研究所 地图室 客座博士
工作经历
2018.01-2019.04,山东正元数字城市建设有限公司 战略发展专员
2019.05-2021.12,广东省科学院广州地理研究所 博士后
2021.12-至今,ok138cn太阳集团529,讲师
研究方向
研究方向:地学大数据时空分析
承担课程
本科生课程:地图学、地理信息系统实验
著作论文
一、第一作者/通讯作者:
1. Xia Xiaolin, Yao Ling, Lu Jiaying, et al. Observed causative impact of fine particulate matter on acute upper respiratory disease - a comparative study in two typical cities in China. Environmental Science and Pollution, 2021, 9. (SCI)
2. Xia Xiaolin, Yao Ling, Lu Jiaying, et al. A comparison analysis of causative impact of PM2.5 on acute exacerbation of chronic obstructive pulmonary disease (COPD) in two typical cities in China. Atmosphere, 2021, 7. (SCI)
3. Xia Xiaolin, Liu Yangxiaoyue, Jing Wenlong, Yao Ling. Assessment of Four Satellite-based Precipitation Products over the Pearl River Basin, China. IEEE Access. 2021, 9. (SCI)
4. Liu Yangxiaoyue, Xia Xiaolin, Yao Ling, et al. Downscaling Satellite Retrieved Soil Moisture Using Regression Tree-based Machine Learning Algorithms Over Southwest France. Earth and Space Science, 2020, 7, 001267. (SCI)
5. Xia Xiaolin, Yao Ling. Spatio-Temporal Differences in Health Effect of Ambient PM2:5 Pollution on Acute Respiratory Infection Between Children and Adults. IEEE Access, 2019, 7. (SCI)
6. Xia Xiaolin, Zhang An, Liang Shi, et al. The Association between Air Pollution and Population Health Risk for Respiratory Infection: A Case Study of Shenzhen, China. International Journal of Environmental Research and Public Health, 2017, 14. (SCI)
7. Xia Xiaolin, Qi Qingwen, Liang Hong, et al. Pattern of Spatial Distribution and Temporal Variation of Atmospheric Pollutants during 2013 in Shenzhen, China. ISPRS International Journal of Geo-Information, 2016, 6(2). (SCI)
8. 夏小琳, 叶妍君, 皮龙风. 中国近代城市地图发展历程的分析与思考. 地球信息科学学报, 2016, 18(1): 77-87. (中文核心)
二、合作作者:
1. Lu Jiaying, Bu Pengju, Xia Xiaolin, et al. Feasibility of machine learning methods for predicting hospital emergency room visits for respiratory diseases. Environmental Science and Pollution Research, 2021. (SCI)
2. Yao Ling, Lu Jiaying, Xia Xiaolin, et al. Evaluation of the ERA5 Sea Surface Temperature Around the Pacific and the Atlantic. IEEE Access. 2021, 9, 12067-12073 (SCI)
3. Liu Yangxiaoyue, Jing Wenlong, Wang Qi, Xia Xiaolin. Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms. Advances in Water Resources, 2020, 141, 103601. (TOP SCI)
4. Lu Jiaying, Bu Pengju, Xia Xiaolin, et al. A New Deep Learning Algorithm for Detecting the Lag Effect of Fine Particles on Hospital Emergency Visits for Respiratory Diseases. IEEE Access, 2020, 8. (SCI)
5. Jing Wenlong, Di Liping, Zhao Xiaodan, Yao Ling Xia Xiaolin, et al. 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, 143, 103683. (TOP SCI)
6. Jing Wenlong, Yao Ling, Zhao Xiaodan, Zhang Pengyan, Liu Yangxiaoyue, Xia Xiaolin, et al. Understanding terrestrial water storage declining trends in the Yellow River Basin. Journal of Geophysical Research: Atmospheres, 2019, 124(23): 12963-12984. (TOP SCI)
7. 皮龙风, 张岸, 夏小琳. 中国古代风景名胜地图艺术性探讨. 地球信息科学, 2016, 18(1): 96-105. (中文核心)
8. 龚泽仪, 齐清文, 夏小琳. 基于中国近代地图的城镇体系演变信息图谱. 测绘科学, 2014, 39(8): 103-123. (中文核心)
承担科研项目
1. 中国博士后科学基金会面上项目:粤港澳大湾区空气污染格局及其人体健康效应分析(2020M682628),2020-2021,8万,主持。
2. 广东省科学院建设国内一流研究机构行动专项资金项目:珠江流域多源遥感降水产品评价与融合方法研究(2020GDASYL-20200103005),2019-2021,54万,主持。
3. 资源与环境信息系统国家重点实验室开放基金:粤港澳大湾区空气污染格局及其人体健康效应分析,2020-2021,5万,主持。
4. 南方海洋科学与工程广东省实验室(广州)人才团队引进重大专项项目:粤港澳大湾区海岸带生态环境大数据与分析(GML2019ZD0101),2019-2022,3000万,参与。
5. 国家自然科学基金项目: 城市PM2.5的人群暴露-反应关系的时空格局与机理方法研究(41471414),2014-2017,90万,参与。
其他
https://www.researchgate.net/profile/Xiaolin-Xia-3