时空数据分析，气候变化模拟及应用，生态建模

   

070503-地图学与地理信息系统

地图学与地理信息系统，时空数据分析
数据融合，气候变化与模拟

2011-09--2014-06   中国科学院地理科学与资源研究所   博士
2008-09--2011-06   中国海洋大学   硕士
2004-09--2008-06   济南大学   本科

   

2018-01~现在, 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

   

[1] 赵娜. 一种多源降水数据的融合方法、装置、存储介质和设备. CN: CN116070792B, 2023-07-25.
[2] 赵娜. 基于遥感影像和模糊识别的耕地分类的方法及其系统. CN: CN116188880B, 2023-07-18.
[3] 赵娜. 耦合随机森林和HASM的多源降水数据协同降尺度方法和系统. CN: CN115952743A, 2023-04-11.
[4] 赵娜. 一种基于变分法的多源降水数据融合方法和系统. CN: CN115795402B, 2023-04-07.
[5] 焦毅蒙, 岳天祥, 赵娜, 杜正平. 一种时空协同的高精度曲面建模方法和系统. CN: CN115374682B, 2023-01-03.
[6] 焦毅蒙, 岳天祥, 赵娜, 杜正平. 一种时空协同的高精度曲面建模方法和系统. CN: CN115374682A, 2022-11-22.
[7] 焦毅蒙, 杜正平, 赵娜, 岳天祥. 基于并行计算的HASM超参数最优化方法及系统. CN: CN115145640A, 2022-10-04.
[8] 焦毅蒙, 岳天祥, 赵娜, 刘羽, 邓佳音. 基于HASM的区域气候模式日平均气温偏差订正方法和系统. CN: CN114970222A, 2022-08-30.
[9] 赵娜, 张丽丽. 一种高维异构降水数据融合方法及系统. CN: CN114417646A, 2022-04-29.
[10] 赵娜. 一种用于海洋调查的遥感数据接收装置. CN: CN214930485U, 2021-11-30.
[11] 赵娜. 一种移动地理信息采集系统. CN: CN214070308U, 2021-08-27.
[12] 赵娜. 一种基于无人机遥感的生态环境监测系统. CN: CN213932632U, 2021-08-10.
[13] 赵娜. 一种基于无人机平台的固体废弃物遥感监测系统. CN: CN213932635U, 2021-08-10.
[14] 赵娜. 一种基于无人机平台的海面原油泄漏遥感监测系统. CN: CN213932633U, 2021-08-10.
[15] 赵娜. 一种基于全站仪的地理信息采集系统. CN: CN213932516U, 2021-08-10.
[16] 史文娇, 岳天祥, 杜正平, 张沫, 赵娜, 李家英, 李启权, 王宗明. 一种基于HASM模型的土壤有机碳储量三维估算方法及系统. CN: CN113176393A, 2021-07-27.
[17] 赵娜. 基于能量泛函模型的多源多尺度降水数据融合方法和装置. CN: CN112699959A, 2021-04-23.
[18] 赵娜, 岳天祥. 一种基于大数据的高精度曲面建模方法. CN: CN106683185A, 2017-05-17.
[19] 岳天祥, 赵娜, 杜正平. 高精度曲面建模智能化方法及装置. CN: CN103077274A, 2013-05-01.

   

[1] 赵娜. 一种多源降水数据的融合方法、装置、存储介质和设备. CN: CN116070792B, 2023-07-25.
[2] 赵娜. 基于遥感影像和模糊识别的耕地分类的方法及其系统. CN: CN116188880B, 2023-07-18.
[3] 赵娜. 耦合随机森林和HASM的多源降水数据协同降尺度方法和系统. CN: CN115952743A, 2023-04-11.
[4] 赵娜. 一种基于变分法的多源降水数据融合方法和系统. CN: CN115795402B, 2023-04-07.
[5] 焦毅蒙, 岳天祥, 赵娜, 杜正平. 一种时空协同的高精度曲面建模方法和系统. CN: CN115374682B, 2023-01-03.
[6] 焦毅蒙, 岳天祥, 赵娜, 杜正平. 一种时空协同的高精度曲面建模方法和系统. CN: CN115374682A, 2022-11-22.
[7] 焦毅蒙, 杜正平, 赵娜, 岳天祥. 基于并行计算的HASM超参数最优化方法及系统. CN: CN115145640A, 2022-10-04.
[8] 焦毅蒙, 岳天祥, 赵娜, 刘羽, 邓佳音. 基于HASM的区域气候模式日平均气温偏差订正方法和系统. CN: CN114970222A, 2022-08-30.
[9] 赵娜, 张丽丽. 一种高维异构降水数据融合方法及系统. CN: CN114417646A, 2022-04-29.
[10] 赵娜. 一种用于海洋调查的遥感数据接收装置. CN: CN214930485U, 2021-11-30.
[11] 赵娜. 一种移动地理信息采集系统. CN: CN214070308U, 2021-08-27.
[12] 赵娜. 一种基于无人机遥感的生态环境监测系统. CN: CN213932632U, 2021-08-10.
[13] 赵娜. 一种基于无人机平台的固体废弃物遥感监测系统. CN: CN213932635U, 2021-08-10.
[14] 赵娜. 一种基于无人机平台的海面原油泄漏遥感监测系统. CN: CN213932633U, 2021-08-10.
[15] 赵娜. 一种基于全站仪的地理信息采集系统. CN: CN213932516U, 2021-08-10.
[16] 史文娇, 岳天祥, 杜正平, 张沫, 赵娜, 李家英, 李启权, 王宗明. 一种基于HASM模型的土壤有机碳储量三维估算方法及系统. CN: CN113176393A, 2021-07-27.
[17] 赵娜. 基于能量泛函模型的多源多尺度降水数据融合方法和装置. CN: CN112699959A, 2021-04-23.
[18] 赵娜, 岳天祥. 一种基于大数据的高精度曲面建模方法. CN: CN106683185A, 2017-05-17.
[19] 岳天祥, 赵娜, 杜正平. 高精度曲面建模智能化方法及装置. CN: CN103077274A, 2013-05-01.

   

[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.
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（1） 地球表层系统模拟分析原理与方法, 科学出版社, 2017-05, 第 3 作者
（2） Chinese Water Systems, vol.3: Poyang Lake Basin, Springer, 2018-10, 第 5 作者

   

（ 1 ） 大规模曲面建模方法研究及其动态实现, 主持, 国家级, 2016-01--2016-12
（ 2 ） 融合多源多尺度数据的降水空间分布模拟研究, 主持, 国家级, 2018-01--2020-12
（ 3 ） 全空间下城镇化对区域气候的影响研究, 主持, 部委级, 2016-01--2020-12
（ 4 ） 精细尺度气候要素模拟及应用研究, 主持, 国家级, 2016-01--2020-12
（ 5 ） 城镇化与生态环境的耦合机理研究, 参与, 国家级, 2016-01--2020-12

（1）基于多源数据融合的降水模拟研究   GIS年会   2017-11-08
（2）鄱阳湖流域降水的降尺度模拟   IPBES 生物多样性与生态系统服务会议   2016-08-23

   

（ 1 ） 大规模曲面建模方法研究及其动态实现, 主持, 国家级, 2016-01--2016-12
（ 2 ） 融合多源多尺度数据的降水空间分布模拟研究, 主持, 国家级, 2018-01--2020-12
（ 3 ） 全空间下城镇化对区域气候的影响研究, 主持, 部委级, 2016-01--2020-12
（ 4 ） 精细尺度气候要素模拟及应用研究, 主持, 国家级, 2016-01--2020-12
（ 5 ） 城镇化与生态环境的耦合机理研究, 参与, 国家级, 2016-01--2020-12

（1）基于多源数据融合的降水模拟研究   GIS年会   2017-11-08
（2）鄱阳湖流域降水的降尺度模拟   IPBES 生物多样性与生态系统服务会议   2016-08-23