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个人简介

教育经历 2005-2010,北京师范大学,地理学与遥感科学学院,地图学与地理信息系统,获理学博士 1998-2002,武汉理工大学,计算机科学与技术学院,计算机技术及应用,获工学学士 工作经历 2017 - 今,北京师范大学,地理科学学部 2019-2020,美国农业部农业研究署,水文遥感实验室 2010-2016,北京师范大学,地理学与遥感科学学院 2009-2010,美国加州大学圣巴巴拉分校,计算地球系统科学研究所 2002-2005,武汉工程大学,网络信息中心 承担课程 珠海校区本科生课程《微波遥感》,2学分,2020年至今 研究生课程《雷达遥感》,1学分,2016年至今 研究生课程《微波遥感产品分析及应用》,1学分,2021年至今 本科生课程《微波遥感》,2学分,2012-2016年 本科生课程《微波与激光雷达遥感》,3学分,2017-2022年 研究生课程《微波遥感》,3学分,2010-2015年 研究生课程《微波遥感土壤水分与积雪原理与应用》,1学分,2016年 科研项目 2022-2025,主持国家自然科学基金面上项目《青藏高原土壤水分/土壤冻融产品不确定性量化和时空融合算法研究》(42171319) 2019-2024,参加第二次青藏高原综合科学考察研究任务专题《土壤质量变化及其对生态系统的影响》(2019QZKK0306) 2019-2022,参加国家自然科学基金面上项目《多源遥感协同下的全天候地表温度反演方法》(41871241) 2018-2023,参加中国科学院A类战略性先导科技专项项目《祁连山“山水林田湖草”系统优化调配》(XDA2010010101) 2017-2020,主持国家自然科学基金面上项目《多尺度植被水分含量遥感反演算法研究》(41671337) 2013-2017,参加国家973计划课题《土壤-植被水热参数多模式遥感协同反演与动态分析》(2013CB733406) 2012-2015,主持国家自然科学基金面上项目《植被微波辐射模型参数化研究》(41171259) 2012-2015,参加国家自然科学基金重点项目《黑河流域生态-水文过程综合遥感观测试验:定标与真实性检验》(91125004) 2011-2014,参加国家自然科学基金重点项目《复杂地表冻融过程被动微波遥感机理研究》(41030534) 重要奖项 2018年,获得北京师范大学第16届青年教师教学基本功比赛本科生教学理工科组二等奖、最佳教案奖 2017年,研究生《微波遥感》课程获评“2015-2016学年度校级优质研究生课程优秀奖”

研究领域

微波遥感与应用。包括微波辐射/散射模型研究,植被水分、土壤水分、地表冻融的多源遥感反演与真实性检验等

近期论文

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SCI论文 Heng Li, Linna Chai*, Wade Crow, Jianzhi Dong, Shaomin Liu, et al. 2022. The reliability of categorical triple collocation for evaluating soil freeze/thaw datasets. Remote Sensing of Environment. 281, 113240. Zixuan Hu, Linna Chai*, Wade Crow, Shaomin Liu, Zhongli Zhu, et al. 2022. Applying a wavelet transform technique to optimize general fitting models for SM analysis: a case study in downscaling over the Qinghai-Tibet Plateau. Remote Sensing. 14(13), 3063. Yuanhong Deng, Xiaoyan Li, Fangzhong Shi, Linna Chai, Shaojie Zhao, et al. 2022. Nonlinear effects of thermokarst lakes on peripheral vegetation greenness across the Qinghai-Tibet Plateau using stable isotopes and satellite detection. Remote Sensing of Environment. 280, 113215. Linna Chai*, Haiying Jiang, Wade Crow, Shaomin Liu, Shaojie Zhao, et al. 2021. Estimating corn canopy water content from normalized difference water index (NDWI): an optimized NDWI-based scheme and its feasibility for retrieving corn VWC. IEEE Transactions on Geoscience and Remote Sensing. 59(10), 8168-8181. Jin Liu, Linna Chai*, Jianzhi Dong, Donghai Zheng, J.-P. Wigneron, et al. 2021. Uncertainty analysis of eleven multisource soil moisture products in the third pole environment based on the three-corned hat method. Remote Sensing of Environment. 255, 112225. Yuquan Qu, Zhongli Zhu, Carsten Montzka, Linna Chai, Shaomin Liu, et al. 2021. Inter-comparison of several soil moisture downscaling methods over the Qinghai-Tibet Plateau, China. Journal of Hydrology. 592, 125616. Xiaodong Zhang, Ji Zhou, Shunlin Liang, Linna Chai, Dongdong Wang, et al. 2020. Estimation of 1-km all-weather remotely sensed land surface temperature based on reconstructed spatial-seamless satellite passive microwave brightness temperature and thermal infrared data. ISPRS Journal of Photogrammetry and Remote Sensing. 167, 321-344. Jin Liu, Linna Chai*, Zheng Lu, Shaomin Liu, Yuquan Qu, et al. 2019. Evaluation of SMAP, SMOS-IC, FY3B, JAXA, and LPRM Soil Moisture Products over the Qinghai-Tibet Plateau and Its Surrounding Areas. Remote Sensing. 11(7), 792. Yuquan Qu, Zhongli Zhu, Linna Chai, Shaomin Liu, Carsten Montzka, et al. 2019. Rebuilding a Microwave Soil Moisture Product Using Random Forest Adopting AMSR-E/AMSR2 Brightness Temperature and SMAP over the Qinghai–Tibet Plateau, China. Remote Sensing. 11(6), 683. Tao Zhang, Lingmei Jiang, Shaojie Zhao, Linna Chai, Yunqing Li, et al. 2019. Development of a Parameterized Model to Estimate Microwave Radiation Response Depth of Frozen Soil. Remote Sensing, 11(17). Linna Chai*, Qian Zhang, Jiancheng Shi, Shaomin Liu, Shaojie Zhao, et al. 2018. A parameterized multiangular microwave emission model of L-, C- and X-bands for corn considering multiple-scattering effects. IEEE Geoscience and Remote Sensing Letters. 15(8), 1249-1253. Huaguo Huang, Zhiyu Zhang, Wenjian Ni, Linna Chai, Wenhan Qin, et al. 2018. Extending RAPID model to simulate forest microwave backscattering. Remote Sensing of Environment, 217, 272-291. Zheng Lu, Linna Chai*, Shaomin Liu, Huizhen Cui, Yanghua Zhang, et al. 2017. Estimating Time Series Soil Moisture by Applying Recurrent Nonlinear Autoregressive Neural Networks to Passive Microwave Data over the Heihe River Basin, China. Remote Sensing. 9, 574. Xiaokang Kou, Lingmei Jiang, Yanchen Bo, Shuang Yan, Linna Chai. 2016. Estimation of land surface temperature through blending MODIS and AMSR-E data with the bayesian maximum entropy method. Remote Sensing, 8(2), 105. Linna Chai*, Lixin Zhang, Xiaoran Lv, Zhenguo Hao, Shuzhen Liu. 2015. An investigation into the feasibility of using passive microwave technique to monitor the soil freeze/thaw erosion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(9), 4460 – 4469. Xiaokang Kou, Linna Chai*, Lingmei Jiang, Shaojie Zhao, Shuang Yan. 2015. Modeling of the Permittivity of Holly Leaves in Frozen Environments. IEEE Transactions on Geoscience and Remote Sensing. 53(11), 6048 – 6057. Qi Wang, Linna Chai*, Shaojie Zhao, Zhongjun Zhang. 2015. Gravimetric Vegetation Water Content Estimation for Corn Using L-Band Bi-Angular, Dual-Polarized Brightness Temperatures and Leaf Area Index. Remote Sensing, 7(8), 10543-10561. Shuang Yan, Lingmei Jiang, Linna Chai, Juntao Yang, Xiaokang Kou. 2015. Calibration of the L-MEB Model for Croplands in HiWATER Using PLMR Observation. Remote Sensing, 7(8), 10878-10897. Tao Zhang, Lingmei Jiang, Linna Chai, Tianjie Zhao, Qi Wang. 2015. Estimating mixed-pixel component soil moisture contents using biangular observations from the HiWATER airborne passive microwave data. IEEE Geoscience and Remote Sensing Letters, 12(5), 1146-1150. Linna Chai*, Lixin Zhang, Yuanyuan Zhang, Zhenguo Hao, Lingmei Jiang, et al. 2014. Comparison of the classification accuracy of three soil freeze/thaw discrimination algorithms in China using SSMIS and AMSR-E passive microwave imagery. International Journal of Remote Sensing, 35(22), 7631-7649. Zhongjun Zhang, Xianchuan Yu, Shaojie Zhao, Linna Chai. 2014. Assessment and analysis of microwave emissivity and transmissivity of a deciduous forest towards the estimate of vegetation biomass . Science China: Earth Sciences, 57(3), 534-541. Linna Chai*, Yonghua Qu, Lixin Zhang, Shunlin Liang, Jindi Wang. 2012. Estimating time-series leaf area index based on recurrent nonlinear autoregressive neural networks with exogenous inputs. International Journal of Remote Sensing, 33(8), 5712-5731. Jiancheng Shi, Yang Du, Jinyang Du, Lingmei Jiang, Linna Chai, et al. 2012. Progresses on microwave remote sensing of land surface parameters. Science China: Earth Sciences, 55(7), 1052-1078. Tianjie Zhao, Lixin Zhang, Lingmei Jiang, Shaojie Zhao, Linna Chai, et al. 2011. A new soil freeze/thaw discriminant algorithm using AMSR-E passive microwave imagery. Hydrological Processes, 25(11), 1704-1716. 中文核心 江海英, 柴琳娜*, 贾坤, 刘进, 杨世琪, 等. 2021. 联合PROSAIL模型和植被水分指数的低矮植被含水量估算. 遥感学报, 25(4), 1025-1036. 赵少杰, 张涛, 蒋玲梅, 柴琳娜. 2020. 裸露地表微波热采样深度统计模型. 遥感学报, 24(3), 290-301. 张谦, 柴琳娜*, 施建成. 2017. 双矩阵算法的L波段多角度玉米微波辐射参数化模型. 遥感学报, 21(2), 182-192. 陆峥, 柴琳娜*, 张涛, 崔慧珍, 李婉婧. 2017. AMSR2土壤水分产品在黑河中上游流域的验证. 遥感技术与应用, 32(2), 331-344, 2017. 胡文星, 柴琳娜*, 赵少杰, 赵天杰. 2017. 寒区复杂地表冻融状态判别式算法改进. 遥感技术与应用. 32(3), 395-405. 柴琳娜*, 吴凤敏, 张立新, 施建成. 2015. 基于AMSR-E数据反演华北平原冬小麦单散射反照率. 遥感学报, 19(1), 153-171. 王琦, 柴琳娜*, 赵少杰, 张涛. 2015. 基于多角度微波辐射亮温数据反演冬小麦光学厚度. 遥感技术与应用, 30(3), 424-430. 刘军, 赵少杰, 蒋玲梅, 柴琳娜, 张涛. 2015. 微波波段土壤的介电常数模型研究进展. 遥感信息, 30(1), 5-13. 叶勤玉, 柴琳娜*, 蒋玲梅, 赵天杰. 2014. 基于AMSR2和MODIS数据的土壤冻融相变水量降尺度方法. 遥感学报, 18(6), 1147-1157. 亢健, 晋锐, 赵少杰, 柴琳娜. 2014. 异质性地表土壤冻融循环监测网络的优化采样设计——以黑河祁连山山前地区为例. 遥感技术与应用, 29(5), 833-838. 柴琳娜*,张立新, 施建成, 吴凤敏. 2013. 棉花和大豆等效散射反照率估算. 遥感学报, 17(1), 17-33. 寇晓康, 柴琳娜*, 赵少杰, 吴凤敏. 2013. 植被的微波介电常数研究进展. 北京师范大学学报(自然科学版), 49(6), 619-625. 施建成, 杜阳, 杜今阳, 蒋玲梅, 柴琳娜, 等. 2012. 微波遥感地表参数反演进展. 中国科学: 地球科学, 42(6), 814-842, 2012. 张立新, 蒋玲梅, 柴琳娜, 赵少杰, 赵天杰, 等. 2011. 地表冻融过程被动微波遥感机理研究进展. 地球科学进展, 26(10),1023-1029. 柴琳娜*, 屈永华, 张立新, 梁顺林, 王锦地. 2009. 基于自回归神经网络的时间序列叶面积指数估算. 地球科学进展, 24(7), 756-768.

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