基本信息

赵娜  女  博导  中国科学院地理科学与资源研究所
电子邮件: zhaon@lreis.ac.cn
通信地址: 北京市朝阳区大屯路甲11号
邮政编码:

研究领域

时空数据分析,数据融合,机器学习,极端气候

招生信息

   
招生专业
070503-地图学与地理信息系统
招生方向
地图学与地理信息系统,数据融合
时空数据分析

工作经历

   
工作简历
2024-01~现在, 中国科学院地理科学与资源研究所, 研究员
2018-01~2023-12,中国科学院地理科学与资源研究所, 副研究员
2014-07~2017-12,中国科学院地理科学与资源研究所, 助理研究员

专利与奖励

   

专利与奖励

   

出版信息

   
发表论文
[1] Zhao, Na. A Method for Merging Multi-Source Daily Satellite Precipitation Datasets and Gauge Observations over Poyang Lake Basin, China. REMOTE SENSING[J]. 2023, 15(9): 2407-, http://dx.doi.org/10.3390/rs15092407.
[2] Wu, Xiaoran, Zhao, Na. Evaluation and Comparison of Six High-Resolution Daily Precipitation Products in Mainland China. REMOTE SENSING[J]. 2023, 15(1): [3] Zhao, Na. A Novel Merging Method for Generating High-Quality Spatial Precipitation Information over Mainland China. WATER[J]. 2023, 15(3): http://dx.doi.org/10.3390/w15030575.
[4] Na Zhao. A New Method for Spatial Estimation of Water Quality Using an Optimal Virtual Sensor Network and In Situ Observations: A Case Study of Chemical Oxygen Demand. SENSORS[J]. 2023, 23(10): 4739-, https://doaj.org/article/dca8cc8743ec453d94bb8af190615d32.
[5] Wang, Yuwei, Zhao, Na, Yin, Xiaozhe, Wu, Chaoyang, Chen, Mingxing, Jiao, Yimeng, Yue, Tianxiang. Global future population exposure to heatwaves. ENVIRONMENT INTERNATIONAL[J]. 2023, 178: http://dx.doi.org/10.1016/j.envint.2023.108049.
[6] Yue, Tianxiang, Liu, Yi, Du, Zhengping, Wilson, John, Zhao, Dongyi, Wang, Yu, Zhao, Na, Shi, Wenjiao, Fan, Zemeng, Zhao, Xiaomin, Zhang, Qin, Huang, Hongsheng, Wu, Qingyuan, Zhou, Wei, Jiao, Yimeng, Xu, Zhe, Li, Saibo, Yang, Yang, Fu, Bojie. Quantum machine learning of eco-environmental surfaces. SCIENCE BULLETIN[J]. 2022, 67(10): 1031-1033, https://www.sciengine.com/doi/10.1016/j.scib.2022.02.009.
[7] 吴潇然, 赵娜, 叶延磊. 北半球冻土顶板温度与活动层厚度0.625°×0.4712°栅格数据集(2015-2100)研发方法. 全球变化数据学报[J]. 2022, 6(3): 479-, http://lib.cqvip.com/Qikan/Article/Detail?id=7109626788.
[8] Quan, Jinling, Xu, Yuxuan, Ma, Ting, Wilson, John P, Zhao, Na, Ni, Yong. Improving surface water quality of the Yellow River Basin due to anthropogenic changes. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2022, 836: http://dx.doi.org/10.1016/j.scitotenv.2022.155607.
[9] Yang, Yang, Zhao, Na, Wang, Yuwei, Chen, Mingxing. Variations in summertime compound heat extremes and their connections to urbanization in China during 1980-2020. ENVIRONMENTAL RESEARCH LETTERS[J]. 2022, 17(6): http://dx.doi.org/10.1088/1748-9326/ac61c5.
[10] 杨阳, 赵娜, 岳天祥. 1980—2018年中国极端高温事件时空格局演变特征. 地理科学[J]. 2022, 42(3): 536-547, http://bjvip.las.ac.cn/qk/95809X/202203/7107388002.html.
[11] Zhao, Na. An Efficient Downscaling Scheme for High-Resolution Precipitation Estimates over a High Mountainous Watershed. REMOTE SENSING[J]. 2021, 13(2): https://doaj.org/article/322f145c79b04f9798e8d1cb3ac3d210.
[12] 岳天祥, 范斌, 赵亚鹏, John, PWilson, 杜正平, 王情, 尹笑哲, 段晓男, 赵娜, 范泽孟, 林晖, 周成虎. 新型冠状病毒肺炎在不同国家的基本传染数动态. 科学通报:英文版[J]. 2021, 66(3): 229-232, http://lib.cqvip.com/Qikan/Article/Detail?id=7104233947.
[13] Yue, Tianxiang, Fan, Bin, Zhao, Yapeng, Wilson, John P, Du, Zhengping, Wang, Qing, Yin, Xiaozhe, Duan, Xiaonan, Zhao, Na, Fan, Zemeng, Lin, Hui, Zhou, Chenghu. Dynamics of the COVID-19 basic reproduction numbers in different countries. SCIENCE BULLETIN[J]. 2021, 66(3): 229-232, http://dx.doi.org/10.1016/j.scib.2020.10.008.
[14] Felegari, Shilan, Sharifi, Alireza, Moravej, Kamran, Amin, Muhammad, Golchin, Ahmad, Muzirafuti, Anselme, Tariq, Aqil, Zhao, Na. Integration of Sentinel 1 and Sentinel 2 Satellite Images for Crop Mapping. APPLIED SCIENCES-BASEL[J]. 2021, 11(21): http://dx.doi.org/10.3390/app112110104.
[15] Zhao, Miaomiao, Yang, Jilin, Zhao, Na, Liu, Luo, Du, Ling, Xiao, Xiangming, Yue, Tianxiang, Wilson, John P. Spatially explicit changes in forest biomass carbon of China over the past 4 decades: Coupling long-term inventory and remote sensing data. JOURNAL OF CLEANER PRODUCTION[J]. 2021, 316: http://dx.doi.org/10.1016/j.jclepro.2021.128274.
[16] Su, Fenzhen, Fu, Dongjie, Yan, Fengqin, Xiao, Han, Pan, Tingting, Xiao, Yang, Kang, Lu, Zhou, Chenghu, Meadows, Michael, Lyne, Vincent, Wilson, John P, Zhao, Na, Yang, Xiaomei, Liu, Gaohuan. Rapid greening response of China's 2020 spring vegetation to COVID-19 restrictions: Implications for climate change. SCIENCE ADVANCES[J]. 2021, 7(35): [17] Zhao, Na, Fan, Zemeng, Zhao, Miaomiao. A New Approach for Estimating Dissolved Oxygen Based on a High-Accuracy Surface Modeling Method. SENSORS[J]. 2021, 21(12): http://dx.doi.org/10.3390/s21123954.
[18] Wang, Zong, Du, Zhengping, Li, Xiaoyan, Bao, Zhengyi, Zhao, Na, Yue, Tianxiang. Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping. ECOLOGICAL INDICATORS[J]. 2021, 129: https://doaj.org/article/56f5059ed42145c7b13d73dc757c01df.
[19] Na Zhao, Mingxing Chen. A Comprehensive Study of Spatiotemporal Variations in Temperature Extremes across China during 1960–2018. SUSTAINABILITY[J]. 2021, 13(7): https://doaj.org/article/0b14d58c54b049b98850a20f9f545328.
[20] Zhao, Miaomiao, Yang, Jilin, Zhao, Na, Xiao, Xiangming, Yue, Tianxiang, Wilson, John P. Estimation of the relative contributions of forest areal expansion and growth to China's forest stand biomass carbon sequestration from 1977 to 2018. JOURNAL OF ENVIRONMENTAL MANAGEMENT[J]. 2021, 300: http://dx.doi.org/10.1016/j.jenvman.2021.113757.
[21] Ma, Ting, Zhao, Na, Ni, Yong, Yi, Jiawei, Wilson, John P, He, Lihuan, Du, Yunyan, Pei, Tao, Zhou, Chenghu, Song, Ci, Cheng, Weiming. China's improving inland surface water quality since 2003. SCIENCE ADVANCES[J]. 2020, 6(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000507552400001.
[22] 岳天祥, 范泽孟, 史文娇, 赵娜. 自然和自然贡献情景模型研究综述. 地球信息科学学报[J]. 2020, 22(4): 743-, http://lib.cqvip.com/Qikan/Article/Detail?id=7102033216.
[23] 岳天祥, 范泽孟, 范斌, 杜正平, John, PWilson, 尹笑哲, 赵娜, 王英安, 周成虎. 新型冠状病毒消退阈值建模方法. 科学通报:英文版[J]. 2020, 65(15): 1225-1227, http://lib.cqvip.com/Qikan/Article/Detail?id=7102431141.
[24] Yue, Tianxiang, Fan, Zemeng, Fan, Bin, Du, Zhengping, Wilson, John P, Yin, Xiaozhe, Zhao, Na, Wang, Yingan, Zhou, Chenghu. A new approach to modeling the fade-out threshold of coronavirus disease. SCIENCE BULLETIN[J]. 2020, 65(15): 1225-1227, http://dx.doi.org/10.1016/j.scib.2020.04.016.
[25] Yue, Tianxiang, Zhao, Na, Liu, Yu, Wang, Yifu, Zhang, Bin, Du, Zhengping, Fan, Zemeng, Shi, Wenjiao, Chen, Chuanfa, Zhao, Mingwei, Song, Dunjiang, Wang, Shihai, Song, Yinjun, Yan, Changqing, Li, Qiquan, Sun, Xiaofang, Zhang, Lili, Tian, Yongzhong, Wang, Wei, Wang, Yingan, Ma, Shengnan, Huang, Hongsheng, Lu, Yimin, Wang, Qing, Wang, Chenliang, Wang, Yuzhu, Lu, Ming, Zhou, Wei, Liu, Yi, Wang, Zong, Bao, Zhengyi, Zhao, Miaomiao, Zhao, Yapeng, Rao, Yimeng, Naseer, Ufra, Fan, Bin, Li, Saibo, Yang, Yang, Wilson, John P. A fundamental theorem for eco-environmental surface modelling and its applications. SCIENCE CHINA-EARTH SCIENCES[J]. 2020, 63(8): 1092-1112, http://lib.cqvip.com/Qikan/Article/Detail?id=7102303821.
[26] 岳天祥, 赵娜, 刘羽, 王轶夫, 张斌, 杜正平, 范泽孟, 史文娇, 陈传法, 赵明伟, 宋敦江, 王世海, 宋印军, 闫长青, 李启权, 孙晓芳, 张丽丽, 田永中, 王薇, 王英安, 马胜男, 黄宏胜, 卢毅敏, 王情, 王晨亮, 王玉柱, 鹿明, 周伟, 刘熠, 尹笑哲, 王宗, 包正义, 赵苗苗, 赵亚鹏, 焦毅蒙, Ufra, NASEER, 范斌, 李赛博, 杨阳, John, PWILSON. 生态环境曲面建模基本定理及其应用. 中国科学:地球科学[J]. 2020, 50(8): 1083-1105, https://www.sciengine.com/doi/10.1360/SSTe-2019-0164.
[27] Ting Ma, Siao Sun, Guangtao Fu, Jim W. Hall, Yong Ni, Lihuan He, Jiawei Yi, Na Zhao, Yunyan Du, Tao Pei, Weiming Cheng, Ci Song, Chuanglin Fang, Chenghu Zhou. Pollution exacerbates China’s water scarcity and its regional inequality. NATURE COMMUNICATIONS[J]. 2020, 11(1): 1-9, [28] 焦毅蒙, 赵娜, 岳天祥, 邓佳音. 城市化对北京市极端气候的影响研究. 地理研究[J]. 2020, 461-, http://lib.cqvip.com/Qikan/Article/Detail?id=00002H8JK7787JP0MPDO7JP169R.
[29] 孟欣宁, 焦瑞莉, 刘念, 夏江江, 严中伟, 于爽, 娄晓, 李昊辰, 王立志, 陈亮, 郑子彦, 赵娜. 基于随机森林插值的中亚夏季极端高温变化特征. 干旱区研究[J]. 2020, 37(4): 966-973, http://www.chinaxiv.org/abs/202007.00015.
[30] Liu, Yu, Yue, Tianxiang, Jiao, Yimeng, Zhao, Na, Zhao, Miaomiao. Temperature changes in the Heihe River Basin based on high accuracy surface modelling. METEOROLOGICAL APPLICATIONS[J]. 2019, 26(4): 720-732, http://dx.doi.org/10.1002/met.1803.
[31] 赵苗苗, 赵娜, 刘羽, 杨吉林, 刘熠, 岳天祥. 森林碳计量方法研究进展. 生态学报[J]. 2019, 39(11): 3797-3807, https://d.wanfangdata.com.cn/periodical/stxb201911001.
[32] Ma, Ting, Zhu, Rong, Wang, Jianghao, Zhao, Na, Pei, Tao, Du, Yunyan, Zhou, Chenghu, Chen, Jie. A proportional odds model of human mobility and migration patterns. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE[J]. 2019, 33(1): 81-98, http://ir.amss.ac.cn/handle/2S8OKBNM/31945.
[33] 赵苗苗, 刘熠, 杨吉林, 刘羽, 赵娜, 岳天祥. 基于HASM的中国植被NPP时空变化特征及其与气候的关系. 生态环境学报[J]. 2019, 28(2): 215-, http://lib.cqvip.com/Qikan/Article/Detail?id=7001492752.
[34] Zhao, Miaomiao, Yang, Jilin, Zhao, Na, Liu, Yu, Wang, Yifu, Wilson, John P, Yue, Tianxiang. Estimation of China's forest stand biomass carbon sequestration based on the continuous biomass expansion factor model and seven forest inventories from 1977 to 2013. FOREST ECOLOGY AND MANAGEMENT[J]. 2019, 448: 528-534, http://dx.doi.org/10.1016/j.foreco.2019.06.036.
[35] 左琪琳, 赵娜, 段红梅. 虚拟站点在黑河流域降水模拟中的应用. 地球信息科学学报[J]. 2019, 21(8): 1218-, http://lib.cqvip.com/Qikan/Article/Detail?id=7002695867.
[36] Zhao, Na, Jiao, Yimeng, Ma, Ting, Zhao, Miaomiao, Fan, Zemeng, Yin, Xiaozhe, Liu, Yu, Yue, Tianxiang. Estimating the effect of urbanization on extreme climate events in the Beijing-Tianjin-Hebei region, China. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2019, 688: 1005-1015, http://dx.doi.org/10.1016/j.scitotenv.2019.06.374.
[37] 张丽丽, 赵明伟, 赵娜, 岳天祥. 基于OCO-2卫星观测模拟高精度XCO_2的空间分布. 地球信息科学学报[J]. 2018, 20(9): 1316-, http://lib.cqvip.com/Qikan/Article/Detail?id=676288477.
[38] Zhao, Na, Yue, Tianxiang, Chen, Chuanfa, Zhao, Miaomiao, Du, Zhengping. An improved HASM method for dealing with large spatial data sets. SCIENCE CHINA-EARTH SCIENCES[J]. 2018, 61(8): 1078-1087, http://lib.cqvip.com/Qikan/Article/Detail?id=676050577.
[39] Zhao, Na, Yue, Tianxiang, Chen, Chuanfa, Zhao, Mingwei, Fan, Zemeng. An improved statistical downscaling scheme of Tropical Rainfall Measuring Mission precipitation in the Heihe River basin, China. INTERNATIONAL JOURNAL OF CLIMATOLOGY[J]. 2018, 38(8): 3309-3322, http://ir.igsnrr.ac.cn/handle/311030/54475.
[40] Na ZHAO, Tianxiang YUE, Chuanfa CHEN, Miaomiao ZHAO, Zhengping DU. An improved HASM method for dealing with large spatial data sets. 中国科学:地球科学英文版[J]. 2018, 61(8): 1078-1087, http://lib.cqvip.com/Qikan/Article/Detail?id=676050577.
[41] Zhao, Na, Yue, Tianxiang, Li, Han, Zhang, Lili, Yin, Xiaozhe, Liu, Yi. Spatio-temporal changes in precipitation over Beijing-Tianjin-Hebei region, China. ATMOSPHERIC RESEARCH[J]. 2018, 202: 156-168, http://ir.igsnrr.ac.cn/handle/311030/56992.
[42] 陈传法, 闫长青, 刘凤英, 赵娜, 刘国林. 一种综合考虑采样点水平和高程误差的dem建模算法. 武汉大学学报信息科学版[J]. 2018, 43(5): 739-, http://lib.cqvip.com/Qikan/Article/Detail?id=675266322.
[43] Ma, Ting, Lu, Rui, Zhao, Na, Shaw, ShihLung. An estimate of rural exodus in China using location-aware data. PLOS ONE[J]. 2018, 13(7): http://ir.igsnrr.ac.cn/handle/311030/54461.
[44] Jiang, Ling, Zhao, Mingwei, Yue, Tianxiang, Zhao, Na, Wang, Chun, Sun, Jinglu. A modified HASM algorithm and its application in DEM construction. EARTH SCIENCE INFORMATICS[J]. 2018, 11(3): 423-431, http://ir.igsnrr.ac.cn/handle/311030/54540.
[45] Liu, Yu, Yue, Tianxiang, Zhang, Lili, Zhao, Na, Zhao, Miaomiao, Liu, Yi. Simulation and analysis of XCO2 in North China based on high accuracy surface modeling. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH[J]. 2018, 25(27): 27378-27392, http://ir.igsnrr.ac.cn/handle/311030/52899.
[46] 赵娜, 焦毅蒙. 基于TRMM降水数据的空间降尺度模拟. 地球信息科学学报[J]. 2018, 20(10): 1388-, http://lib.cqvip.com/Qikan/Article/Detail?id=676587658.
[47] Chen, Chuanfa, Li, Yanyan, Zhao, Na, Yan, Changqing. Robust Interpolation of DEMs From Lidar-Derived Elevation Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2018, 56(2): 1059-1068, http://ir.igsnrr.ac.cn/handle/311030/57144.
[48] 刘羽, 虢建宏, 岳天祥, 赵娜. 地表co2浓度分布模拟试验及分析. 地球信息科学学报[J]. 2017, 19(2): 197-, [49] Zhao, Na, Lu, Ning, Chen, Chuanfa, Li, Han, Yue, Tianxiang, Zhang, Lili, Liu, Yu. Mapping temperature using a Bayesian statistical method and a high accuracy surface modelling method in the Beijing-Tianjin-Hebei region, China. METEOROLOGICAL APPLICATIONS[J]. 2017, 24(4): 571-579, [50] 赵娜, 岳天祥, 史文娇, 周勋, 刘羽, 杜正平. 基于HASM方法对气候模式气温降水的降尺度研究———以黑河流域为例. 中国沙漠[J]. 2017, 37(6): 1227-, http://lib.cqvip.com/Qikan/Article/Detail?id=673848678.
[51] Zhang, Li Li, Yue, Tian Xiang, Wilson, John P, Zhao, Na, Zhao, Ya Peng, Du, Zheng Ping, Liu, Yu. A comparison of satellite observations with the XCO2 surface obtained by fusing TCCON measurements and GEOS-Chem model outputs. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2017, 601: 1575-1590, http://dx.doi.org/10.1016/j.scitotenv.2017.06.018.
[52] 李晗, 赵娜, 岳天祥, 申维, 刘羽. 基于HASM方法的黑河流域潜在蒸发量的模拟. 地球信息科学学报[J]. 2017, 19(11): 1466-, http://lib.cqvip.com/Qikan/Article/Detail?id=673815935.
[53] Ziyue Chen, Danlu Chen, Yan Zhuang, Jun Cai, Na Zhao, Bin He, Bingbo Gao, Bing Xu. Examining the Influence of Crop Residue Burning on Local PM2.5 Concentrations in Heilongjiang Province Using Ground Observation and Remote Sensing Data. REMOTE SENSING[J]. 2017, 9(10): https://doaj.org/article/955c55311b7d423587447023ee8a8885.
[54] Zhao, Na, Yue, Tianxiang, Zhou, Xun, Zhao, Mingwei, Liu, Yu, Du, Zhengping, Zhang, Lili. Statistical downscaling of precipitation using local regression and high accuracy surface modeling method. THEORETICAL AND APPLIED CLIMATOLOGY[J]. 2017, 129(1-2): 281-292, http://dx.doi.org/10.1007/s00704-016-1776-z.
[55] Zhang, Li Li, Yue, Tian Xiang, Wilson, John P, Wang, Ding Yi, Zhao, Na, Liu, Yu, Liu, Dong Dong, Du, Zheng Ping, Wang, Yi Fu, Lin, Chao, Zheng, Yu Quan, Guo, Jian Hong. Modelling of XCO2 Surfaces Based on Flight Tests of TanSat Instruments. SENSORS[J]. 2016, 16(11): http://ir.ciomp.ac.cn/handle/181722/57419.
[56] Yue, Tian Xiang, Wang, Yi Fu, Du, Zheng Ping, Zhao, Ming Wei, Zhang, Li Li, Zhao, Na, Lu, Ming, Larocque, Guy R, Wilson, John P. Analysing the uncertainty of estimating forest carbon stocks in China. BIOGEOSCIENCES[J]. 2016, 13(13): 3991-4004, http://www.corc.org.cn/handle/1471x/2374431.
[57] Zhao, Na, Yue, TianXiang. A convergence criterion for a high accuracy surface modelling method. APPLIED MATHEMATICAL MODELLING[J]. 2016, 40(21-22): 9615-9623, http://dx.doi.org/10.1016/j.apm.2016.05.046.
[58] Yue, TianXiang, Liu, Yu, Zhao, MingWei, Du, ZhengPing, Zhao, Na. A fundamental theorem of Earth's surface modelling. ENVIRONMENTAL EARTH SCIENCES[J]. 2016, 75(9): http://dx.doi.org/10.1007/s12665-016-5310-5.
[59] Yue, TianXiang, Zhao, Na, Fan, ZeMeng, Li, Jing, Chen, ChuanFa, Lu, Yimin, Wang, ChenLiang, Xu, Bing, Wilson, John. CMIP5 downscaling and its uncertainty in China. GLOBAL AND PLANETARY CHANGE[J]. 2016, 146: 30-37, http://dx.doi.org/10.1016/j.gloplacha.2016.09.003.
[60] Yue, TianXiang, Xu, Bing, Zhao, Na, Chen, Cui, Kolditz, Olaf. Thematic Issue: Environment and Health in China-I. ENVIRONMENTAL EARTH SCIENCES. 2015, 74(8): 6361-6365, http://ir.igsnrr.ac.cn/handle/311030/39020.
[61] 岳天祥. Parallel algorithm of a modified HASM and its application in DEM construction. Environmental Earth Sciences. 2015, [62] 田会, 张承明, 赵娜, 岳天祥. 高精度曲面建模方法的系统构建. 计算机工程与应用[J]. 2015, 38-, http://lib.cqvip.com/Qikan/Article/Detail?id=665073784.
[63] 张涛, 李宝林, 赵娜, 许丽丽. 结合trmm数据的区域降水高精度曲面建模研究. 地球信息科学学报[J]. 2015, 17(8): 895-, http://lib.cqvip.com/Qikan/Article/Detail?id=665612315.
[64] Chen, Chuanfa, Zhao, Na, Yue, Tianxiang, Guo, Jinyun. A generalization of inverse distance weighting method via kernel regression and its application to surface modeling. ARABIAN JOURNAL OF GEOSCIENCES[J]. 2015, 8(9): 6623-6633, http://ir.igsnrr.ac.cn/handle/311030/38562.
[65] Zhao, Mingwei, Yue, Tianxiang, Zhao, Na, Yang, Xin, Wang, Yifu, Zhang, Xingying. Parallel algorithm of a modified surface modeling method and its application in digital elevation model construction. ENVIRONMENTAL EARTH SCIENCES[J]. 2015, 74(8): 6551-6561, http://ir.igsnrr.ac.cn/handle/311030/39073.
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