基本信息
陈良富 男 博导 中国科学院空天信息创新研究院
电子邮件： chenlf@aircas.ac.cn
通信地址： 北京市朝阳区大屯路甲20北
邮政编码： 100101
电子邮件： chenlf@aircas.ac.cn
通信地址： 北京市朝阳区大屯路甲20北
邮政编码： 100101
研究领域
温室气体清单卫星校核方法与技术体系，基于卫星大数据的碳收支计量方法
颗粒物与臭氧协同监测、预警与溯源方法体系，大气成分遥感理论、方法与技术体系
大气遥感与全球气候变化研究
招生信息
招收硕士、博士研究生，博士后
招生专业
070503-地图学与地理信息系统070602-大气物理学与大气环境071300-生态学
招生方向
温室气体清单卫星校核方法，基于卫星大数据的碳收支计量方法大气环境与气候变化遥感颗粒物与臭氧协同监测与预警方法体系
教育背景
1996-09--1999-07 北京大学遥感所 理学博士1988-09--1991-07 陕西师范大学地理系 理学硕士1982-09--1986-07 江西师范大学地理系 理学学士
学历
-- 研究生
学位
-- 博士
工作经历
工作简历
2018-09~现在, 中科院空天信息研究院, 遥感科学重点实验室副主任、二级研究员、博导、中国科学院大学岗位教授2013-03~2018-08,遥感科学国家重点实验室、中科院遥感与数字地球研究所, 副主任，研究员，博导，学位委员会委员2010-08~2012-02,中国科学院遥感应用研究所 大气遥感研究室, 主任，研究员，博导2005-02~2010-08,中国科学院遥感应用研究所, 研究员，博导2004-09~2005-03,法国CNRS/LSIIT, 访问学者2001-11~2001-12,法国CNRS/LSIIT, 访问学者2001-03~2005-02,中国科学院遥感应用研究所, 副研究员，硕导1999-07~2001-02,北京大学遥感所, 讲师1991-07~1996-08,山西大学黄土高原研究所, 讲师1986-07~1988-08,景德镇第一中学, 教师
社会兼职
2020-12-01-今,《大气与环境光学学报》, 副主编
2020-12-01-今,《Journal of Remote Sensing》, 编委
2019-12-09-今,国家数字林业重点实验室, 学术委员会主任
2019-10-15-今,“十三五”科技部专项风险绩效评估大气专项评估组, 副组长
2019-07-03-今,大气环境监测卫星星地一体化专家组, 专家组副组长
2018-09-01-今,中国环境科学会 臭氧污染控制专业委员, 常务委员
2018-04-01-今,中国科学院第一颗地球科学卫星“广目卫星”科学应用系统, 总设计师
2016-10-01-今,“十三五”国家重点研发计划“大气污染成因与控制技术研究”重点专项总体专家组, 专家组成员
2016-01-01-今,地理与地理信息科学, 特约编委
2015-10-01-今,中国科学院大学, 岗位教授
2015-05-11-今,环境监控与预警, 编委
2015-05-02-今,中国气象学会第二十八届理事会, 第五届城市气象学委员会委员
2015-05-01-今,大气颗粒物监测技术北京市重点实验室, 学术委员会委员
2014-11-12-今,北部湾环境演变与资源利用教育部重点实验室, 学术委员会委员
2011-09-05-今,中国光学学会环境光学专业委员会, 常委
2010-10-01-今,中国环境科学学会环境信息系统与遥感专业委员会, 委员
2020-12-01-今,《Journal of Remote Sensing》, 编委
2019-12-09-今,国家数字林业重点实验室, 学术委员会主任
2019-10-15-今,“十三五”科技部专项风险绩效评估大气专项评估组, 副组长
2019-07-03-今,大气环境监测卫星星地一体化专家组, 专家组副组长
2018-09-01-今,中国环境科学会 臭氧污染控制专业委员, 常务委员
2018-04-01-今,中国科学院第一颗地球科学卫星“广目卫星”科学应用系统, 总设计师
2016-10-01-今,“十三五”国家重点研发计划“大气污染成因与控制技术研究”重点专项总体专家组, 专家组成员
2016-01-01-今,地理与地理信息科学, 特约编委
2015-10-01-今,中国科学院大学, 岗位教授
2015-05-11-今,环境监控与预警, 编委
2015-05-02-今,中国气象学会第二十八届理事会, 第五届城市气象学委员会委员
2015-05-01-今,大气颗粒物监测技术北京市重点实验室, 学术委员会委员
2014-11-12-今,北部湾环境演变与资源利用教育部重点实验室, 学术委员会委员
2011-09-05-今,中国光学学会环境光学专业委员会, 常委
2010-10-01-今,中国环境科学学会环境信息系统与遥感专业委员会, 委员
教授课程
《遥感科学-B》大气环境遥感遥感地学分析遥感地学分析-1遥感地学分析-2定量遥感进展
专利与奖励
奖励信息
（1） 浙江省大气复合污染遥感监测关键技术和应用系统建设, 二等奖, 省级, 2017（2） 国家环境质量遥感监测体系研究与业务化应用, 二等奖, 国家级, 2016（3） 北京地区空气质量遥感监测技术与工程化应用, 二等奖, 部委级, 2015（4） 农情信息光谱模拟与遥感方法研究, 二等奖, 省级, 2014（5） 环境空气卫星遥感技术工程化及其应用, 一等奖, 国家级, 2013（6） 大气环境综合立体监测技术研发、系统应用及设备产业化, 二等奖, 国家级, 2011（7） 国产空间信息系统软件测评表彰软件, 一等奖, 国家级, 2011
专利成果
（ 1 ） 一种大气底层二氧化氮浓度反演方法, 发明专利, 2019, 第 3 作者, 专利号: CN110389103A（ 2 ） 一种大气底层二氧化氮浓度反演方法, 发明专利, 2019, 第 3 作者, 专利号: CN110389103A（ 3 ） 一种气溶胶光学厚度遥感反演方法, 发明专利, 2019, 第 3 作者, 专利号: CN110186822A（ 4 ） 一种气溶胶光学厚度反演方法, 发明专利, 2019, 第 3 作者, 专利号: CN110186823A（ 5 ） 一种夜间纯净灯光提取方法, 发明专利, 2019, 第 3 作者, 专利号: CN110176019A（ 6 ） 一种颗粒物浓度检测方法, 发明专利, 2019, 第 3 作者, 专利号: CN110160924A（ 7 ） 一种基于光电定位的阀控执行器, 发明专利, 2019, 第 2 作者, 专利号: CN110056697A（ 8 ） 地统计插值与卫星遥感联合反演地面PM2.5的方法及系统, 发明专利, 2019, 第 1 作者, 专利号: CN106404620B（ 9 ） 基于时空回归克里金模型估算地面PM2.5的方法及系统, 发明专利, 2019, 第 1 作者, 专利号: CN106407633B（ 10 ） 气溶胶光学厚度的反演方法及系统, 发明专利, 2019, 第 2 作者, 专利号: CN106483050B（ 11 ） 基于分形理论的黑碳团簇粒子的吸湿重构模拟方法及系统, 发明专利, 2019, 第 2 作者, 专利号: CN106326520A（ 12 ） 一种旋转遥控器的控制系统及该系统的控制方法, 发明专利, 2019, 第 3 作者, 专利号: CN109993956A（ 13 ） 一种大气乙二醛遥感监测方法, 发明专利, 2019, 第 4 作者, 专利号: CN109323992A（ 14 ） 基于蒙特卡洛算法的气溶胶多次散射模拟方法及系统, 发明专利, 2019, 第 3 作者, 专利号: CN106323920B（ 15 ） 基于逆方差加权平均的卫星AOD数据的融合方法及系统, 发明专利, 2019, 第 4 作者, 专利号: CN106407634B（ 16 ） 一种静止卫星火灾遥感监测方法, 发明专利, 2019, 第 2 作者, 专利号: CN106503480B（ 17 ） 基于蒙特卡洛算法的气溶胶多次散射模拟方法及系统, 发明专利, 2019, 第 3 作者, 专利号: CN106323920A（ 18 ） 一种确定云相态的方法和设备, 发明专利, 2018, 第 3 作者, 专利号: ZL201610282202.9（ 19 ） 一种大气污染监测方法和设备, 发明专利, 2018, 第 2 作者, 专利号: ZL201510923598.6（ 20 ） 遥感监测近地表细颗粒物质量浓度PM2.5的多元回归方法, 发明专利, 2016, 第 2 作者, 专利号: ZL201310689804.2（ 21 ） 一种基于传感器特征的气溶胶MTF监测方法, 发明专利, 2016, 第 2 作者, 专利号: ZL201310682431.6（ 22 ） 环境空气质量卫星遥感监测系统v1.0, 实用新型, 2009, 第 1 作者, 专利号: 2009SR024059（ 23 ） 双通道叶片红外温度和光合作用同步测定叶室, 实用新型, 2009, 第 1 作者, 专利号: 200920270896.X（ 24 ） 一种能同时测定植被群体辐射温度和光合作用的冠层叶室, 实用新型, 2009, 第 2 作者, 专利号: 200920267123.6
出版信息
发表论文
[1] 尚华哲, 胡斯勒图, 李明, 陶金花, 陈良富. 基于被动遥感卫星可见至红外通道观测的云特性遥感. 光学学报[J]. 2022, 42(6): 29-44, http://lib.cqvip.com/Qikan/Article/Detail?id=7106956811.[2] Jiao, Sunxin, Li, Mingyang, Fan, Meng, Li, Zhongbin, Xu, Benben, Tao, Jinhua, Chen Liangfu. Validation and Analysis of MISR and POLDER Aerosol Products over China. REMOTE SENSING[J]. 2022, 14(15): http://dx.doi.org/10.3390/rs14153697.[3] Chen, Yuanlin, Fan, Meng, Li, Mingyang, Li, Zhongbin, Tao, Jinhua, Wang, Zhibao, Chen Liangfu. Himawari-8/AHI Aerosol Optical Depth Detection Based on Machine Learning Algorithm. REMOTE SENSING[J]. 2022, 14(13): http://dx.doi.org/10.3390/rs14132967.[4] Chen, Cuihong, Ma, Pengfei, Chen Liangfu, Zhang, Yuhuan, Zhou, Chunyan, Zhao, Shaohua, Zhang, Lianhua, Wang, Zhongting. Nitrous Oxide Profile Retrievals from Atmospheric Infrared Sounder and Validation. ATMOSPHERE[J]. 2022, 13(4): http://dx.doi.org/10.3390/atmos13040619.[5] Chen Liangfu, Husi Letu, Meng Fan, Huazhe Shang, Jinhua Tao, Laixiong Wu, Ying Zhang, Chao Yu, Jianbin Gu, Ning Zhang, Jin Hong, Zhongting Wang, Tianyu Zhang. An Introduction to the Chinese High-Resolution Earth Observation System: Gaofen-1~7 Civilian Satellites. JOURNAL OF REMOTE SENSING[J]. 2022, https://doaj.org/article/1339af1cf2ef4693a3596ab42e004c74.[6] Zhibao Wang, Lu Bai, Guangfu Song, Jie Zhang, Jinhua Tao, Maurice D Mulvenna, Raymond R Bond, Chen Liangfu. An Oil Well Dataset Derived from Satellite-Based Remote Sensing. REMOTE SENSING[J]. 2021, 13(6): https://doaj.org/article/8d51dbfe42e7491e9e59412b3a1809ef.[7] Zhu, Songyan, Zeng, Qiaolin, Zhu, Hao, Xu, Jian, Gu, Jianbin, Wang, Yongqian, Chen, Liangfu. An Optimization Approach for Hourly Ozone Simulation: A Case Study in Chongqing, China. IEEE Geoscience and Remote Sensing Letters[J]. 2021, 18(11): 1871-1875, [8] Zhang, Xinxin, Zhang, Ying, Lu, Xiaoyan, Bai, Lu, Chen, Liangfu, Tao, Jinhua, Wang, Zhibao, Zhu, Lili. Estimation of Lower-Stratosphere-to-Troposphere Ozone Profile Using Long Short-Term Memory (LSTM). REMOTE SENSING[J]. 2021, 13(7): http://dx.doi.org/10.3390/rs13071374.[9] Zhang, Xinxin, Zhang, Ying, Bai, Lu, Tao, Jinhua, Chen, Liangfu, Zou, Mingmin, Han, Zongfu, Wang, Zhibao. Retrieval of Carbon Dioxide Using Cross-Track Infrared Sounder (CrIS) on S-NPP. REMOTE SENSING[J]. 2021, 13(6): https://doaj.org/article/980a159465134639a32bbda98e1a2144.[10] 陈良富. 高分五号大气痕量气体差分吸收光谱仪对流层NO2柱浓度遥感反演研究. 遥感学报. 2021, [11] 王雅鹏, 陶金花, 程良晓, 余超, 范萌, 张莹, 陈元琳, 朱莉莉, 顾坚斌, 陈良富. 高分五号大气痕量气体差分吸收光谱仪甲醛反演可行性分析及初步结果. 遥感学报[J]. 2021, [12] 陈良富, 尚华哲, 范萌, 陶金花, 胡斯勒图, 张莹, 王红梅, 程良晓, 张欣欣, 伟乐斯, 李明阳, 邹铭敏, 刘冬冬. 高分五号卫星大气参数探测综述. 遥感学报[J]. 2021, 25(9): 1917-1931, http://lib.cqvip.com/Qikan/Article/Detail?id=7105828788.[13] Letu, Husi, Yang, Kun, Nakajima, Takashi Y, Ishimoto, Hiroshi, Nagao, Takashi M, Riedi, Jerome, Baran, Anthony J, Ma, Run, Wang, Tianxing, Shang, Huazhe, Khatri, Pradeep, Chen, Liangfu, Shi, Chunxiang, Shi, Jiancheng. High-resolution retrieval of cloud microphysical properties and surface solar radiation using Himawari-8/AHI next-generation geostationary satellite. REMOTE SENSING OF ENVIRONMENT[J]. 2020, 239: http://dx.doi.org/10.1016/j.rse.2019.111583.[14] Li, Rong, Mei, Xin, Chen, Liangfu, Wang, Zifeng, Jing, Yingying, Wei, Lifei. Influence of Spatial Resolution and Retrieval Frequency on Applicability of Satellite-Predicted PM2.5 in Northern China. REMOTE SENSING[J]. 2020, 12(4): https://www.webofscience.com/wos/woscc/full-record/WOS:000519564600147.[15] Li, Rong, Mei, Xin, Chen, Liangfu, Wang, Lili, Wang, Zifeng, Jing, Yingying. Long-Term (2005-2017) View of Atmospheric Pollutants in Central China Using Multiple Satellite Observations. REMOTE SENSING[J]. 2020, 12(6): https://doaj.org/article/8c56947b746d47b59dfb822e876bb27d.[16] Letu, Husi, Shi, Jiancheng, Li, Ming, Wang, Tianxing, Shang, Huazhe, Lei, Yonghui, Ji, Dabin, Wen, Jianguang, Yang, Kun, Chen, Liangfu. A review of the estimation of downward surface shortwave radiation based on satellite data: Methods, progress and problems. SCIENCE CHINA-EARTH SCIENCES[J]. 2020, 63(6): 774-789, http://lib.cqvip.com/Qikan/Article/Detail?id=7101931653.[17] Yang Wang, Liangfu Chen, Jinyuan Xin, Xinhui Wang. Impact of the Dust Aerosol Model on the VIIRS Aerosol Optical Depth (AOD) Product across China. REMOTE SENSING[J]. 2020, 12(6): https://doaj.org/article/1a2a9be853ec409f93220a8b4c1374a8.[18] Ma, Run, Letu, Husi, Yang, Kun, Wang, Tianxing, ChongShi, Xu, Jian, Shi, Jiancheng, Shi, Chunxiang, Chen, Liangfu. Estimation of Surface Shortwave Radiation From Himawari-8 Satellite Data Based on a Combination of Radiative Transfer and Deep Neural Network. IEEE Transactions on Geoscience and Remote Sensing[J]. 2020, 58(8): 5304-5316, https://www.webofscience.com/wos/woscc/full-record/WOS:000552371900006.[19] Peng, Zhong, Letu, Husi, Wang, Tianxing, ChongShi, Zhao, Chuanfeng, Tana, Gegen, Zhao, Naizhuo, Dai, Tie, Tang, Ronglin, Shang, Huazhe, Shi, Jiancheng, Chen, Liangfu. Estimation of shortwave solar radiation using the artificial neural network from Himawari-8 satellite imagery over China. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER[J]. 2020, 240: http://dx.doi.org/10.1016/j.jqsrt.2019.106672.[20] 徐奔奔, 范萌, 陈良富, 江涛, 陶金花, 程良晓, 纪轩禹, 武卫玲. 2013年—2017年主要农业区秸秆焚烧时空特征及影响因素分析. 遥感学报[J]. 2020, 24(10): 1221-1232, http://lib.cqvip.com/Qikan/Article/Detail?id=7103205094.[21] Zeng, Qiaolin, Tao, Jinhua, Chen, Liangfu, Zhu, Hao, Zhu, SongYan, Wang, Yang. Estimating Ground-Level Particulate Matter in Five Regions of China Using Aerosol Optical Depth. REMOTE SENSING[J]. 2020, 12(5): https://doaj.org/article/f30e7b75675848ca8449187508b4a580.[22] Tao, Minghui, Wang, Jun, Li, Rong, Chen, Liangfu, Xu, Xiaoguang, Wang, Lunche, Tao, Jinhua, Wang, Zifeng, Xiang, Juan. Characterization of Aerosol Type Over East Asia by 4.4 km MISR Product: First Insight and General Performance. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2020, 125(13): https://www.webofscience.com/wos/woscc/full-record/WOS:000551484700017.[23] Tao, Minghui, Wang, Lili, Chen, Liangfu, Wang, Zifeng, Tao, Jinhua. Reversal of Aerosol Properties in Eastern China with Rapid Decline of Anthropogenic Emissions. REMOTE SENSING[J]. 2020, 12(3): https://doaj.org/article/74cc606745db455ca39aa39155870745.[24] Shang, Huazhe, Letu, Husi, Chen, Liangfu, Riedi, Jerome, Ma, Run, Wei, Lesi, Labonnote, Laurent C, Hioki, Souichiro, Liu, Chao, Wang, Zhongting, Wang, Jianjie. Cloud thermodynamic phase detection using a directional polarimetric camera (DPC). JOURNALOFQUANTITATIVESPECTROSCOPYRADIATIVETRANSFER[J]. 2020, 253: http://dx.doi.org/10.1016/j.jqsrt.2020.107179.[25] Zhao, Tianjie, Shi, Jiancheng, Lv, Liqing, Xu, Hongxin, Chen, Deqing, Cui, Qian, Jackson, Thomas J, Yan, Guangjian, Jia, Li, Chen, Liangfu, Zhao, Kai, Zheng, Xingming, Zhao, Limin, Zheng, Chaolei, Ji, Dabin, Xiong, Chuan, Wang, Tianxing, Li, Rui, Pan, Jinmei, Wen, Jianguang, Yu, Chao, Zheng, Yaomin, Jiang, Lingmei, Chai, Linna, Lu, Hui, Yao, Panpan, Ma, Jianwei, Lv, Haishen, Wu, Jianjun, Zhao, Wei, Yang, Na, Guo, Peng, Li, Yuxia, Hu, Lu, Geng, Deyuan, Zhang, Ziqian. Soil moisture experiment in the Luan River supporting new satellite mission opportunities. REMOTE SENSING OF ENVIRONMENT[J]. 2020, 240: http://dx.doi.org/10.1016/j.rse.2020.111680.[26] 陶金花, 范萌, 顾坚斌, 陈良富. 新冠病毒疫情期间复工复产卫星遥感监测. 遥感学报[J]. 2020, 24(7): 824-836, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=YGXB202007003&v=MTQ4ODhITkhNcUk5Rlo0UjhlWDFMdXhZUzdEaDFUM3FUcldNMUZyQ1VSN3FlWitSdkZpem5VTDdKUENyVGJMRzQ=.[27] 王雅鹏, 陶金花, 余超, 程良晓, 顾坚斌, 范萌, 张莹, 胡斯勒图, 陈良富. 基于卫星遥感的甲醛和乙二醛监测与应用综述. 三峡生态环境监测[J]. 2020, 5(3): 43-52, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=SXHC202003005&v=MDg5OTBab0ZDam5WcjNMTmpYRGJiRzRITkhNckk5RllZUjhlWDFMdXhZUzdEaDFUM3FUcldNMUZyQ1VSN3VmWnU=.[28] 张泽宇, 王甜甜, 范萌, 陈良富, 余超, 纪轩禹, 陶金花. 北京地区基于化学组分的夏季气溶胶吸湿特性. 中国环境科学[J]. 2020, 40(6): 2353-2360, http://lib.cqvip.com/Qikan/Article/Detail?id=7102066251.[29] Mingmin Zou, Xiaozhen Xiong, Zhaohua Wu, Shenshen Li, Ying Zhang, Liangfu Chen. Increase of Atmospheric Methane Observed from Space-Borne and Ground-Based Measurements. REMOTE SENSING[J]. 2019, 11(8): https://doaj.org/article/9aa365e01c8f4b7b904d9bfe9d7716d5.[30] Wang, Zhongting, Ma, Pengfei, Chen, Hui, Zhang, Yuhuan, Zhang, Lijuan, Li, Shenshen, Li, Qing, Chen, Liangfu. Aerosol Retrieval in the Autumn and Winter From the Red and 2.12 mu m Bands of MODIS. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2019, 57(4): 2372-2380, https://www.webofscience.com/wos/woscc/full-record/WOS:000463019000040.[31] 汪洋, 陈良富, 李莘莘, 王新辉, 余超, 范萌. 基于VIIRS数据的中国东部气溶胶光学厚度反演算法改进. 地球物理学报[J]. 2019, 62(1): 49-62, http://lib.cqvip.com/Qikan/Article/Detail?id=7001064386.[32] Fan, Meng, Chen, Liangfu, Cheng, Liangxiao, Xu, Benben, Tao, Jinhua, Li, Shenshen. Optical properties of chain-like soot with water coatings. PARTICUOLOGY[J]. 2019, 47(6): 94-103, http://lib.cqvip.com/Qikan/Article/Detail?id=7101077343.[33] Si, Yidan, Li, Shenshen, Chen, Liangfu, Yu, Chao, Wang, Hongmei, Wang, Yapeng. Impact of precursor gases and meteorological variables on satellite-estimated near-surface sulfate and nitrate concentrations over the North China Plain. ATMOSPHERIC ENVIRONMENT[J]. 2019, 199: 345-356, http://dx.doi.org/10.1016/j.atmosenv.2018.11.030.[34] Tao, Minghui, Wang, Jun, Li, Rong, Wang, Lili, Wang, Lunche, Wang, Zifeng, Tao, Jinhua, Che, Huizheng, Chen, Liangfu. Performance of MODIS high-resolution MAIAC aerosol algorithm in China: Characterization and limitation. ATMOSPHERIC ENVIRONMENT[J]. 2019, 213: 159-169, http://dx.doi.org/10.1016/j.atmosenv.2019.06.004.[35] 陈良富. A critical view of long-term AVHRR aerosol data record in China: Retrieval frequency and heavy pollution.. Atmospheric Environmen. 2019, [36] 李明阳, 范萌, 陶金花, 苏林, 吴桐, 陈良富, 张自力. 星载激光雷达云和气溶胶分类反演算法研究. 光谱学与光谱分析[J]. 2019, 39(2): 383-391, http://lib.cqvip.com/Qikan/Article/Detail?id=7001234705.[37] 李永辉, 汪洋, 易清传, 陈良富. 基于卫星遥感MODIS数据反演南昌市2004—2015年空气质量变化研究. 江西师范大学学报:自然科学版[J]. 2019, 214-220, http://lib.cqvip.com/Qikan/Article/Detail?id=67658069504849574850484954.[38] Si, Yidan, Wang, Hongmei, Cai, Kun, Chen, Liangfu, Zhou, Zhicheng, Li, Shenshen. Long-term (2006-2015) variations and relations of multiple atmospheric pollutants based on multi-remote sensing data over the North China Plain. ENVIRONMENTAL POLLUTION[J]. 2019, 255: [39] 陈良富. 面向区域二次污染风险控制的臭氧及其前体物卫星遥感监测. 环境监控与预警. 2019, [40] Ma, Shengfang, Zhou, Yuting, Gowda, Prasanna H, Dong, Jinwei, Zhang, Geli, Kakani, Vijaya G, Wagle, Pradeep, Chen, Liangfu, Flynn, K Colton, Jiang, Weiguo. Application of the water-related spectral reflectance indices: A review. ECOLOGICAL INDICATORS[J]. 2019, 98: 68-79, http://dx.doi.org/10.1016/j.ecolind.2018.10.049.[41] C Willemien Menkevan der Houven van Oordt, Adam McGeoch, Mats Bergstrom, Iain McSherry, Deborah A Smith, Matthew Cleveland, Wasfi AlAzzam, Liangfu Chen, Henk Verheul, Otto S Hoekstra, Danielle J Vugts, Immanuel Freedman, Marc Huisman, Chris Matheny, Guus van Dongen, Sean Zhang. Immuno-PET Imaging to Assess Target Engagement: Experience from 89 Zr-Anti-HER3 mAb (GSK2849330) in Patients with Solid Tumors. JOURNAL OF NUCLEAR MEDICINE. 2019, 60(7): 902-909, [42] Wang, Yapeng, Tao, Jinhua, Cheng, Liangxiao, Yu, Chao, Wang, Zifeng, Chen, Liangfu. A Retrieval of Glyoxal from OMI over China: Investigation of the Effects of Tropospheric NO2. REMOTE SENSING[J]. 2019, 11(2): https://doaj.org/article/42b92137d5fe4264a9efafb3da883af4.[43] Qingxin Wang, Qiaolin Zeng, Jinhua Tao, Lin Sun, Liang Zhang, Tianyu Gu, Zifeng Wang, Liangfu Chen. Estimating PM 2.5 Concentrations Based on MODIS AOD and NAQPMS Data over Beijing–Tianjin–Hebei. SENSORS (BASEL, SWITZERLAND). 2019, 19(5): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427133/.[44] Cheng, Liangxiao, Tao, Jinhua, Valks, Pieter, Yu, Chao, Liu, Song, Wang, Yapeng, Xiong, Xiaozhen, Wang, Zifeng, Chen, Liangfu. NO2 Retrieval from the Environmental Trace Gases Monitoring Instrument (EMI): Preliminary Results and Intercomparison with OMI and TROPOMI. REMOTE SENSING[J]. 2019, 11(24): http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000507333400131.[45] Y Bian, Z Huang, J Ou, Z Zhong, Y Xu, Z Zhang, X Xiao, X Ye, Y Wu, X Yin, C Li, L Chen, M Shao, J Zheng. Evolution of anthropogenic air pollutant emissions in Guangdong Province, China, from 2006 to 2015. ATMOSPHERIC CHEMISTRY AND PHYSICS[J]. 2019, 19(18): 11701-11719, https://doaj.org/article/e8f79393efaa42b6b92c66e9641517d1.[46] 陈良富. An improved algorithm of cloud droplet size distribution from POLDER polarized measurement. Remote Sensing of Environment. 2019, [47] Si, Yidan, Yu, Chao, Zhang, Luo, Zhu, Wende, Cai, Kun, Cheng, Liangxiao, Chen, Liangfu, Li, Shenshen. Assessment of satellite-estimated near-surface sulfate and nitrate concentrations and their precursor emissions over China from 2006 to 2014. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2019, 669: 362-376, http://dx.doi.org/10.1016/j.scitotenv.2019.02.180.[48] 陈良富. 利用卫星遥感数据估算PM2.5浓度的应用研究进展. 环境监控与预警. 2019, [49] Sun, Yibo, Zeng, Qiaolin, Geng, Bing, Lin, Xingwen, Sude, Bilige, Chen, Liangfu. Deep Learning Architecture for Estimating Hourly Ground-Level PM2.5 Using Satellite Remote Sensing. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2019, 16(9): 1343-1347, [50] Xu, Yuanqian, Huang, Zhijiong, Jia, Guanglin, Fan, Meng, Cheng, Liangxiao, Chen, Liangfu, Shao, Min, Zheng, Junyu. Regional discrepancies in spatiotemporal variations and driving forces of open crop residue burning emissions in China. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2019, 671: 536-547, http://dx.doi.org/10.1016/j.scitotenv.2019.03.199.[51] Yapeng Wang, Zifeng Wang, Chao Yu, Songyan Zhu, Liangxiao Cheng, Ying Zhang, Liangfu Chen. Validation of OMI HCHO Products Using MAX-DOAS observations from 2010 to 2016 in Xianghe, Beijing: Investigation of the Effects of Aerosols on Satellite Products. REMOTE SENSING[J]. 2019, 11(2): https://doaj.org/article/8bb13fea957e409f8f63993a292ac1e5.[52] Shang, Huazhe, Letu, Husi, Pan, Xiaole, Wang, Ziming, Ma, Run, Liu, Chao, Dai, Tie, Li, Shenshen, Chen, Liangfu, Chen, Cheng, Hu, Qiaoyun. Diurnal haze variations over the North China plain using measurements from Himawari-8/AHI. ATMOSPHERIC ENVIRONMENT[J]. 2019, 210: 100-109, http://dx.doi.org/10.1016/j.atmosenv.2019.04.036.[53] Shang, Huazhe, Letu, Husi, Breon, FrancoisMarie, Riedi, Jerome, Ma, Run, Wang, Ziming, Nakajima, Takashi Y, Wang, Zhongting, Chen, Liangfu. An improved algorithm of cloud droplet size distribution from POLDER polarized measurements. REMOTE SENSING OF ENVIRONMENT[J]. 2019, 228: 61-74, http://dx.doi.org/10.1016/j.rse.2019.04.013.[54] 祝好, 王永前, 陶金花, 张自力, 王子峰, 曾巧林, 陈良富. 基于气象要素的气溶胶吸湿增长分析：以浙江省为例. 气候与环境研究[J]. 2019, 24(2): 186-198, http://lib.cqvip.com/Qikan/Article/Detail?id=7001410394.[55] 陈良富. ESTIMATION OF SATELLITE-BASED SO42− AND NH4+ COMPOSITION OF AMBIENT FINE PARTICULATE MATTER OVER CHINA USING CHEMICAL TRANSPORT MODEL. Remote Sensing. 2018, [56] Liangfu Chen, Minghui Tao, Zifeng Wang, Jinhua Tao, Chao Yu, Ying Zhang, Meng Fan, Jinabin Gu, Lin Su. Satellite record of the transition of air quality over China. 地球大数据(英文)[J]. 2018, 2(2): 190-196, http://lib.cqvip.com/Qikan/Article/Detail?id=7105261200.[57] 陈良富. Impact of precursor emissions and meteorological variables on satellite-estimated near-surface sulfate and nitrate concentrations over North China Plain. Atmospheric Environment. 2018, [58] 朱松岩, 余超, 李小英, 陈良富, 祝好. 紫外大气甲醛卫星遥感反演方法和研究现状. 中国环境科学[J]. 2018, 38(5): 1685-1694, http://lib.cqvip.com/Qikan/Article/Detail?id=676025730.[59] Zeng, Qiaolin, Wang, Yongqian, Chen, Liangfu, Wang, Zifeng, Zhu, Hao, Li, Bin. Inter-Comparison and Evaluation of Remote Sensing Precipitation Products over China from 2005 to 2013. REMOTE SENSING[J]. 2018, 10(2): https://doaj.org/article/0ff0ab285e5c4defb7cd711198eb6423.[60] Wang, Yapeng, Yu, Chao, Tao, Jinhua, Wang, Zifeng, Si, Yidan, Cheng, Liangxiao, Wang, Hongmei, Zhu, Songyan, Chen, Liangfu. Spatio-Temporal Characteristics of Tropospheric Ozone and Its Precursors in Guangxi, South China. ATMOSPHERE[J]. 2018, 9(9): http://dx.doi.org/10.3390/atmos9090355.[61] Yang, Fukun, Wang, Yang, Tao, Jinhua, Wang, Zifeng, Fan, Meng, de Leeuw, Gerrit, Chen, Liangfu. Preliminary Investigation of a New AHI Aerosol Optical Depth (AOD) Retrieval Algorithm and Evaluation with Multiple Source AOD Measurements in China. REMOTE SENSING[J]. 2018, 10(5): https://www.webofscience.com/wos/woscc/full-record/WOS:000435198400090.[62] Si, Yidan, Li, Shenshen, Chen, Liangfu, Yu, Chao, Wang, Zifeng, Wang, Yang, Wang, Hongmei. Validation and Spatiotemporal Distribution of GEOS-5-Based Planetary Boundary Layer Height and Relative Humidity in China. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2018, 35(4): 479-492, https://www.webofscience.com/wos/woscc/full-record/WOS:000425327700011.[63] 陈良富. Satellite-based estimation of fine particulate matter concentrations from Himawari-AOD in Hebei. Sensor. 2018, [64] Wang, Hongmei, Li, Xiaoying, Xu, Jian, Zhang, Xingying, Ge, Shule, Chen, Liangfu, Wang, Yapeng, Zhu, Songyan, Miao, Jing, Si, Yidan. Assessment of Retrieved N2O, NO2, and HF Profiles from the Atmospheric Infrared Ultraspectral Sounder Based on Simulated Spectra. Sensors[J]. 2018, 18(7): http://dx.doi.org/10.3390/s18072209.[65] 王红梅, 李小英, 陈良富, 王雅鹏, 张莹, 邹铭敏, 余超, 朱松岩. 太赫兹临边探测O_3与HCl敏感性分析. 遥感学报[J]. 2017, 21(5): 653-664, [66] Shang, Huazhe, Chen, Liangfu, Letu, Husi, Zhao, Meng, Li, Shenshen, Bao, Shanhu. Development of a daytime cloud and haze detection algorithm for Himawari-8 satellite measurements over central and eastern China. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2017, 122(6): 3528-3543, https://www.webofscience.com/wos/woscc/full-record/WOS:000399655200021.[67] 张晗, 余超, 苏林, 王雅鹏, 陈良富. 基于OMI卫星遥感评估2015年阅兵期间华北地区SO2和NO2减排成效. 遥感技术与应用[J]. 2017, 32(4): 734-742, https://d.wanfangdata.com.cn/periodical/ygjsyyy201704018.[68] 张贺伟, 成春雷, 陶明辉, 王子峰, 陈良富, 李梅, 周振. 华北平原灰霾天气下大气气溶胶的单颗粒分析. 环境科学研究[J]. 2017, 1-9, [69] 程良晓, 范萌, 陈良富, 江涛, 苏林. 秋季秸秆焚烧对京津冀地区霾污染过程的影响分析. 中国环境科学[J]. 2017, 37(8): 2801-2812, http://lib.cqvip.com/Qikan/Article/Detail?id=7000287814.[70] 闫欢欢, 李晓静, 王维和, 张兴赢, 陈良富, 韩冬, 余超, 高玲. BRD和DOAS SO2总量遥感反演算法的比对. 中国科学（地球科学）[J]. 2017, 47(9): 1071-1083, https://d.wanfangdata.com.cn/periodical/zgkx-cd201709007.[71] Gu, Jianbin, Chen, Liangfu, Yu, Chao, Li, Shenshen, Tao, Jinhua, Fan, Meng, Xiong, Xiaozhen, Wang, Zifeng, Shang, Huazhe, Su, Lin. Ground-Level NO2 Concentrations over China Inferred from the Satellite OMI and CMAQ Model Simulations. REMOTE SENSING[J]. 2017, 9(6): http://dx.doi.org/10.3390/rs9060519.[72] Tao, Minghui, Chen, Liangfu, Wang, Zifeng, Wang, Jun, Che, Huizheng, Xu, Xiaoguang, Wang, Wencai, Tao, Jinhua, Zhu, Hao, Hou, Can. Evaluation of MODIS Deep Blue Aerosol Algorithm in Desert Region of East Asia: Ground Validation and Intercomparison. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2017, 122(19): 10329-10340, https://www.webofscience.com/wos/woscc/full-record/WOS:000413675900012.[73] Yan HuanHuan, Li XiaoJing, Wang WeiHe, Zhang XingYing, Chen LiangFu, Han Dong, Yu Chao, Gao Ling. Comparison of SO2 column retrievals from BRD and DOAS algorithms. SCIENCE CHINA-EARTH SCIENCES[J]. 2017, 60(9): 1694-1706, https://www.webofscience.com/wos/woscc/full-record/WOS:000409376600012.[74] Si, Yidan, Li, Shenshen, Chen, Liangfu, Yu, Chao, Zhu, Wende. Estimation of Satellite-Based SO42- and NH4+ Composition of Ambient Fine Particulate Matter over China Using Chemical Transport Model. REMOTE SENSING[J]. 2017, 9(8): https://doaj.org/article/ea5b005734b44e6aa8fd802c8f655d5c.[75] 蔡坤, 郑泰皓, 陈良富, 李莘莘, 范萌. 河南省2005~2015 年NO2和PM2.5时空变化遥感解析. 中国环境科学[J]. 2017, 37(12): 4417-4427, http://lib.cqvip.com/Qikan/Article/Detail?id=7000383705.[76] 张晗, 余超, 苏林, 李令军, 范萌, 王雅鹏, 陈良富. MODIS和OMI数据评估阅兵期间北京市大气减排成效. 遥感学报[J]. 2017, 21(4): 622-632, https://d.wanfangdata.com.cn/periodical/ygxb201704013.[77] Yang Wang, Liangfu Chen, Shenshen Li, Xinhui Wang, Chao Yu, Yidan Si, Zili Zhang. Interference of Heavy Aerosol Loading on the VIIRS Aerosol Optical Depth (AOD) Retrieval Algorithm. REMOTE SENSING[J]. 2017, 9(4): https://doaj.org/article/0821d59ab9474a93afb5a7f058b9f6d2.[78] Tao, Minghui, Wang, Zifeng, Tao, Jinhua, Chen, Liangfu, Wang, Jun, Hou, Can, Wang, Lunche, Xu, Xiaoguang, Zhu, Hao. How Do Aerosol Properties Affect the Temporal Variation of MODIS AOD Bias in Eastern China?. REMOTE SENSING[J]. 2017, 9(8): https://doaj.org/article/88a8643f6bfc437fbf56954d9167227c.[79] Yidan Si, Shenshen Li, Liangfu Chen, Huazhe Shang, Lei Wang, Husi Letu. Assessment and Improvement of MISR Angstrom Exponent and Single-Scattering Albedo Products Using AERONET Data in China. REMOTE SENSING[J]. 2017, 9(7): https://doaj.org/article/bc2e27581d794506a7fe426dcd905fb1.[80] Qiaolin Zeng, Zifeng Wang, Jinhua Tao, Yongqian Wang, Liangfu Chen, Hao Zhu, Jie Yang, Xinhui Wang, Bin Li. Estimation of Ground-Level PM2.5 Concentrations in the Major Urban Areas of Chongqing by Using FY-3C/MERSI. ATMOSPHERE[J]. 2017, 9(1): https://doaj.org/article/9e10b96827da40dbb0ccd40f4c5b4449.[81] 王甜甜, 陈良富, 陶金花, 苏林, 张莹, 汪洋. 生物质燃烧对中国东北地区CO浓度的影响研究. 遥感技术与应用[J]. 2016, 31(2): 297-306, https://d.wanfangdata.com.cn/periodical/ygjsyyy201602013.[82] 陈良富, 顾坚斌, 王甜甜, 陶金花, 余超. 近地面NO2浓度卫星遥感估算问题. 环境监控与预警[J]. 2016, 8(3): 1-5, http://lib.cqvip.com/Qikan/Article/Detail?id=668816091.[83] Li, Shenshen, Chen, Liangfu, Fan, Meng, Tao, Jinhua, Wang, Zhongting, Yu, Chao, Si, Yidan, Letu, Husi, Liu, Yang. Estimation of GEOS-Chem and GOCART Simulated Aerosol Profiles Using CALIPSO Observations over the Contiguous United States. AEROSOL AND AIR QUALITY RESEARCH[J]. 2016, 16(12): 3256-3265, http://ir.radi.ac.cn/handle/183411/39588.[84] 范萌, 张胜敏, 陈良富, 陶金花, 苏林, 王甜甜, 葛强. 珠三角地区长时间序列气溶胶时空变化特征分析简. 遥感学报[J]. 2016, 20(6): 1413-1423, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5861288&detailType=1.[85] Tao, Minghui, Chen, Liangfu, Li, Rong, Wang, Lili, Wang, Jun, Wang, Zifeng, Tang, Guiqian, Tao, Jinhua. Spatial oscillation of the particle pollution in eastern China during winter: Implications for regional air quality and climate. ATMOSPHERIC ENVIRONMENT[J]. 2016, 144: 100-110, http://dx.doi.org/10.1016/j.atmosenv.2016.08.049.[86] 徐冠华, 柳钦火, 陈良富, 刘良云. 遥感与中国可持续发展：机遇和挑战. 遥感学报[J]. 2016, 20(5): 679-688, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20166308/.[87] Li, Shenshen, Yu, Chao, Chen, Liangfu, Tao, Jinhua, Letu, Husi, Ge, Wei, Si, Yidan, Liu, Yang. Inter-comparison of model-simulated and satellite-retrieved componential aerosol optical depths in China. ATMOSPHERIC ENVIRONMENT[J]. 2016, 141: 320-332, http://dx.doi.org/10.1016/j.atmosenv.2016.06.075.[88] 陈良富, 闫珺, 范闻捷, 辛晓洲, 赵天杰, 陈方, 吴朝阳, 范萌. 《遥感学报》20年：从热点到前沿. 遥感学报[J]. 2016, 20(5): 794-806, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20166230/.[89] 金洪芳. 基于遥感技术的大气细颗粒物PM2.5监测研究进展. 测绘与空间地理信息[J]. 2016, 39(8): 133-136, http://lib.cqvip.com/Qikan/Article/Detail?id=669612363.[90] Fan, Meng, Chen, Liangfu, Li, Shenshen, Zou, Mingmin, Su, Lin, Tao, Jinhua. The Effects of Morphology and Water Coating on the Optical Properties of Soot Aggregates. AEROSOL AND AIR QUALITY RESEARCH[J]. 2016, 16(5): 1315-1326, http://dx.doi.org/10.4209/aaqr.2015.04.0250.[91] Tao, Minghui, Chen, Liangfu, Wang, Zifeng, Wang, Jun, Tao, Jinhua, Wang, Xinhui. Did the widespread haze pollution over China increase during the last decade? A satellite view from space. ENVIRONMENTAL RESEARCH LETTERS[J]. 2016, 11(5): http://ir.radi.ac.cn/handle/183411/39166.[92] 马鹏飞, 陈良富, 厉青, 陶明辉, 王子峰, 张莹, 王中挺, 周春艳. 红外高光谱资料AIRS反演晴空条件下大气氧化亚氮廓线. 光谱学与光谱分析[J]. 2015, 35(6): 1690-1694, http://lib.cqvip.com/Qikan/Article/Detail?id=667662107.[93] 王红梅, 李佳田, 张莹, 李莘莘, 张蓝, 陈良富. 利用AIRS产品分析中国地区近地面甲烷浓度时空特性. 遥感学报[J]. 2015, 19(5): 827-835, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20154195/.[94] 余超, 陈良富, 李莘莘, 陶金花, 苏林. 基于多源卫星多光谱遥感数据的过火面积估算研究. 光谱学与光谱分析[J]. 2015, 35(3): 739-745, http://lib.cqvip.com/Qikan/Article/Detail?id=667619133.[95] 陈良富, 陶金花, 王子峰, 李莘莘, 张莹, 范萌. 空气质量卫星遥感监测技术进展. 大气与环境光学学报[J]. 2015, [96] Tao, Minghui, Chen, Liangfu, Wang, Zifeng, Tao, Jinhua, Che, Huizheng, Wang, Xinhui, Wang, Yang. Comparison and evaluation of the MODIS Collection 6 aerosol data in China. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2015, 120(14): 6992-7005, http://dx.doi.org/10.1002/2015JD023360.[97] 刘聪, 苏林, 张朝阳, 范萌, 贾松林, 苏成林, 陈良富. 星载激光雷达对气溶胶垂直分布的对比分析. 中国激光[J]. 2015, 42(4): 272-281, https://d.wanfangdata.com.cn/periodical/zgjg201504040.[98] Yu, Chao, Di Girolamo, Larry, Chen, Liangfu, Zhang, Xueying, Liu, Yang. Statistical evaluation of the feasibility of satellite-retrieved cloud parameters as indicators of PM2.5 levels. JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY[J]. 2015, 25(5): 457-466, http://www.irgrid.ac.cn/handle/1471x/1047243.[99] 陶金花, 王子峰, 徐谦, 李令军, 范萌, 陶明辉, 苏林, 陈良富. 北京地区颗粒物质量消光吸湿增长模型研究. 遥感学报[J]. 2015, 19(1): 12-24, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20153311/.[100] 王中挺, 陈良富, 厉青, 李莘莘, 尚华哲, 陈辉. 灰霾组分的多角度偏振反射特性模拟. 光学学报[J]. 2015, 35(9): 1-9, https://d.wanfangdata.com.cn/periodical/gxxb201509001.[101] 陈良富. 用NPP VIIRS数据反演气溶胶光学厚度. 遥感学报. 2015, [102] 邹铭敏, 陈良富, 陶金花, 张莹, 范萌, 苏林. 短波红外CO2反演过程约束研究及初步反演结果. 遥感学报[J]. 2015, 19(1): 46-53, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20153319/.[103] 陈良富, 张莹, 邹铭敏, 徐谦, 李令军, 李小英, 陶金花. 大气CO2浓度卫星遥感进展. 遥感学报[J]. 2015, 19(1): 1-11, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20153331/.[104] 王中挺, 辛金元, 贾松林, 厉青, 陈良富, 赵少华. 利用暗目标法从高分一号卫星16m相机数据反演气溶胶光学厚度. 遥感学报[J]. 2015, 19(3): 530-538, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20154110/.[105] 李小英, 陈良富, 国爱燕, 苏林, 贾松林, 陶金花, 张莹. 高空飞行器尾焰亚毫米波临边探测模拟与分析. 遥感学报[J]. 2015, 19(1): 54-61, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20153314/.[106] 陈良富. 卫星数据和地面观测结合的珠三角地区颗粒物质量浓度统计估算方法. 热带地理. 2015, [107] 陈良富. Scattering properties of soot-containing particles and their impact by humidity in 1.6um. Journal of Quantitative Spectroscopy and Radiative Transfer. 2014, [108] 马鹏飞, 陈良富, 陶金花, 苏林, 陶明辉, 王子峰, 邹铭敏, 张莹. 利用红外高光谱资料CrIS反演大气温湿廓线的模拟研究. 光谱学与光谱分析[J]. 2014, [109] 陈良富. Accuracy analysis of PPDF-based method to parameterize aerosol scattering effect, Science China. Earth Sciences. 2014, [110] Tao, Minghui, Chen, Liangfu, Xiong, Xiaozhen, Zhang, Meigen, Ma, Pengfei, Tao, Jinhua, Wang, Zifeng. Formation process of the widespread extreme haze pollution over northern China in January 2013: Implications for regional air quality and climate. ATMOSPHERIC ENVIRONMENT[J]. 2014, 98: 417-425, http://dx.doi.org/10.1016/j.atmosenv.2014.09.026.[111] Chen, Bing, Dong, Li, Shi, Guangyu, Li, LiJuan, Chen, LiangFu. Anthropogenic Heat Release: Estimation of Global Distribution and Possible Climate Effect. JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN[J]. 2014, 92A: 157-165, https://www.webofscience.com/wos/woscc/full-record/WOS:000349825200010.[112] Tao, Minghui, Chen, Liangfu, Wang, Zifeng, Ma, Pengfei, Tao, Jinhua, Jia, Songlin. A study of urban pollution and haze clouds over northern China during the dusty season based on satellite and surface observations. ATMOSPHERIC ENVIRONMENT[J]. 2014, 82: 183-192, http://dx.doi.org/10.1016/j.atmosenv.2013.10.010.[113] Wang, Zifeng, Chen, Liangfu, Tao, Jinhua, Liu, Yang, Hu, Xuefei, Tao, Minghui. An empirical method of RH correction for satellite estimation of ground-level PM concentrations. ATMOSPHERIC ENVIRONMENT[J]. 2014, 95: 71-81, http://dx.doi.org/10.1016/j.atmosenv.2014.05.030.[114] Zhang, Ying, Xiong, Xiaozhen, Tao, Jinhua, Yu, Chao, Zou, Mingmin, Su, Lin, Chen, Liangfu. Methane retrieval from Atmospheric Infrared Sounder using EOF-based regression algorithm and its validation. CHINESE SCIENCE BULLETIN[J]. 2014, 59(14): 1508-1518, http://dx.doi.org/10.1007/s11434-014-0232-7.[115] 陈良富. The sensitivity analysis in the nitrogen dioxide retrieval from space borne measurement. 2014. Proc. of SPIE Vol. 2014, [116] Shang, Huazhe, Chen, Liangfu, Tao, Jinhua, Su, Lin, Jia, Songlin. Synergetic Use of MODIS Cloud Parameters for Distinguishing High Aerosol Loadings From Clouds Over the North China Plain. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2014, 7(12): 4879-4886, [117] 陈良富. Scattering properties of polluted dust in 1.6-um wavelength. Chinese Physics B. 2014, [118] M FanL ChenS LiJ TaoL SuM ZouD HanY Zhang. Scattering properties of the heterogeneous and non-spherical haze particles in the SWIR band. IOP CONFERENCE SERIES : EARTH AND ENVIRONMENTAL SCIENCE[J]. 2014, 17: [119] Zou MingMin, Chen LiangFu, Tao JinHua, Su Lin, Fan Meng, Zhang Ying, Han Dong. Accuracy analysis of PPDF-based method to parameterize aerosol scattering effect. SCIENCE CHINA-EARTH SCIENCES[J]. 2014, 57(8): 1807-1815, https://www.sciengine.com/doi/10.1007/s11430-013-4782-3.[120] 李小英, 陈良富, 苏林, 张莹, 陶金花. 亚毫米波临边探测发展现状. 遥感学报[J]. 2013, 17(6): 1325-1344, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20132279/.[121] Li, Shenshen, Chen, Liangfu, Xiong, Xiaozhen, Tao, Jinhua, Su, Lin, Han, Dong, Liu, Yang. Retrieval of the Haze Optical Thickness in North China Plain Using MODIS Data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2013, 51(5): 2528-2540, http://dx.doi.org/10.1109/TGRS.2012.2214038.[122] 韩冬, 陈良富, 李莘莘, 陶金花, 苏林, 邹铭敏, 范萌. 基于振动拉曼散射的差分水Ring效应系数卷积计算模型. 物理学报[J]. 2013, 62(10): 512-517, http://ir.ceode.ac.cn/handle/183411/35492.[123] 武卫玲, 陈良富, 陶金花, 闫欢欢. 利用遥感数据评价燃煤电厂空气质量. 遥感学报[J]. 2013, 17(5): 1235-1245, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20132243/.[124] 蒋哲, 陈良富, 王中挺, 陶明辉. 珠江三角洲对流层气溶胶时空变化特征分析. 地球物理学报[J]. 2013, 56(6): 1835-1842, http://lib.cqvip.com/Qikan/Article/Detail?id=46287660.[125] Tao, Minghui, Chen, Liangfu, Wang, Zifeng, Tao, Jinhua, Su, Lin. Satellite observation of abnormal yellow haze clouds over East China during summer agricultural burning season. ATMOSPHERIC ENVIRONMENT[J]. 2013, 79: 632-640, http://dx.doi.org/10.1016/j.atmosenv.2013.07.033.[126] Li, Shenshen, Garay, Michael J, Chen, Liangfu, Rees, Erika, Liu, Yang. Comparison of GEOS-Chem aerosol optical depth with AERONET and MISR data over the contiguous United States. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2013, 118(19): 11228-11241, http://ir.ceode.ac.cn/handle/183411/28759.[127] 张朝阳, 苏林, 陈良富. 中国典型地区气溶胶激光雷达比反演与分析. 中国激光[J]. 2013, 40(5): 227-232, http://ir.ceode.ac.cn/handle/183411/34156.[128] 陈良富. 一种基于卫星遥感AOT估算近地面颗粒物的方法研究. 中国科学: 地球科学. 2013, [129] Tao, Minghui, Chen, Liangfu, Su, Lin, Tao, Jinhua. Satellite observation of regional haze pollution over the North China Plain. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2012, 117(16): http://ir.ceode.ac.cn/handle/183411/29105.[130] 孟鹏, 胡勇, 巩彩兰, 李志乾, 栗琳, 周颖. 热红外遥感地表温度反演研究现状与发展趋势. 遥感信息[J]. 2012, 118-123,132, http://lib.cqvip.com/Qikan/Article/Detail?id=44328040.[131] 范萌, 陈良富, 李莘莘, 陶金花, 苏林, 邹铭敏, 张莹, 韩冬. 非球形气溶胶粒子短波红外散射特性研究. 物理学报[J]. 2012, 61(20): 260-270, http://lib.cqvip.com/Qikan/Article/Detail?id=43635784.[132] Yan, H, Chen, L, Tao, J, Su, L, Huang, J, Han, D, Yu, C. Corrections for OMI SO2 BRD retrievals influenced by row anomalies. ATMOSPHERIC MEASUREMENT TECHNIQUES[J]. 2012, 5(11): 2635-2646, http://ir.ceode.ac.cn/handle/183411/29359.[133] 王中挺, 厉青, 陈良富, 王子峰, 李莘莘, 蒋哲. 从MODIS数据反演粗细粒子气溶胶. 光谱学与光谱分析[J]. 2011, 31(10): 2809-2813, http://lib.cqvip.com/Qikan/Article/Detail?id=39316624.[134] 陈良富. A convolution algorithm to calculate differential cross sections of the Ring effect in the Earth atmosphere based on rotationial Raman scattering. Science China Earth Sciences. 2011, [135] 李莘莘, 陈良富, 陶金花, 韩冬, 王中挺, 贺宝华. 基于HJ-1-CCD数据的地表反射率反演与验证. 光谱学与光谱分析[J]. 2011, 31(2): 516-520, http://lib.cqvip.com/Qikan/Article/Detail?id=36409994.[136] 王中挺, 王子峰, 厉青, 陈良富, 周春艳, 张丽娟. 环境一号卫星在监测大气PM_（10）中的应用. 中国环境科学[J]. 2011, 31(2): 202-206, http://lib.cqvip.com/Qikan/Article/Detail?id=36679525.[137] 贺宝华, 陈良富, 陶金花, 苏林, 王子峰, 李莘莘, 韩冬, 张莹, 余超. 基于观测几何的环境卫星红外相机遥感火点监测算法. 红外与毫米波学报[J]. 2011, 30(2): 104-108+114, http://ir.ceode.ac.cn/handle/183411/35046.[138] 韩冬, 陈良富, 苏林, 陶金花, 李莘莘, 余超, 王子峰. 大气Ring效应差分截面的计算. 光谱学与光谱分析[J]. 2010, 2137-2140, http://lib.cqvip.com/Qikan/Article/Detail?id=34730605.[139] Wang, Zifeng, Chen, Liangfu, Tao, Jinhua, Zhang, Ying, Su, Lin. Satellite-based estimation of regional particulate matter (PM) in Beijing using vertical-and-RH correcting method. REMOTE SENSING OF ENVIRONMENT[J]. 2010, 114(1): 50-63, http://dx.doi.org/10.1016/j.rse.2009.08.009.[140] 尉鹏, 苏福庆, 程水源, 陈良富, 高庆先. 利用卫星观测HCHO柱密度研究中国NMVOC时空分布. 环境科学研究[J]. 2010, 1475-1480, http://lib.cqvip.com/Qikan/Article/Detail?id=36283531.[141] Li Shenshen, Chen Liangfu, Zheng Fengbin, Han Dong, Wang Zifeng. DESIGN AND APPLICATION OF HAZE OPTIC THICKNESS RETRIEVAL MODEL FOR BEIJING OLYMPIC GAMES. 2009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5null. 2009, 758-761, http://ir.ceode.ac.cn/handle/183411/22765.[142] 陈良富. 组件式区域霾监测系统的总体架构. 计算机工程. 2009, [143] 陈良富. 奥运大气环境遥感. 遥感学报. 2009, [144] 陈良富, 陶金花, 王子峰, 李莘莘, 韩冬, 张莹, 余超, 苏林. 奥运期间北京及周边地区霾天空气质量监测. 大气与环境光学学报[J]. 2009, 256-265, http://lib.cqvip.com/Qikan/Article/Detail?id=31216128.[145] 陶金花, 王子峰, 韩冬, 李莘莘, 苏林, 陈良富. 华北地区秸秆禁烧前后的NO2卫星遥感监测分析. 中国环境科学[J]. 2009, 1016-1020, http://lib.cqvip.com/Qikan/Article/Detail?id=32098922.[146] 陈良富. Air mass factor calculations from satellite measurements based on support vector machine. SPIE. 2009, [147] 陈良富. Overview of tropospheric NO2 vertical column density retrieval from space measurement. Journal of Remote Sensing. 2009, [148] Han Dong, Chen Liangfu, Wu Weimin, Li Shenshen, Wang Zifeng. RETREIVAL OF TROPOSPHERIC NITROGEN DIOXIDE VERTICAL COLUMN DENSITY DURING THE 2008 SUMMER OLYMPIC GAMES IN BEIJING. 2009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5null. 2009, 762-765, http://ir.ceode.ac.cn/handle/183411/22607.[149] Li Shenshen, Chen Liangfu, Wang Zhongting, Li Qing, Zheng Fengbin. RESEARCH ON DARK DENSE VEGETATION ALGORITHM BASED ON ENVIRONMENTAL SATELLITE CCD DATA. 2009 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-5null. 2009, 766-769, http://ir.ceode.ac.cn/handle/183411/22764.[150] Li Shenshen, Chen Liangfu. Design of Air Quality Remote Sensing Monitoring System and Parallel Dense Dark Vegetation Algorithm. Proceedings of the 2009 International Conference on Signal Acquisition and Processingnull. 2009, 63-67, http://ir.ceode.ac.cn/handle/183411/22763.[151] 陈良富. CBERS02B卫星CCD传感器数据反演陆地气溶胶研究. 遥感学报. 2009, [152] 王子峰, 陈良富, 顾行发. 基于MODIS数据的华北地区秸秆焚烧监测. 遥感技术与应用[J]. 2008, 23(6): 611-617, http://lib.cqvip.com/Qikan/Article/Detail?id=29048752.[153] 陈良富. 基于经验正交函数法的大气微量气体垂直廓线反演. 遥感学报. 2008, [154] Zhu Li, Gu XingFa, Chen LiangFu, Yu Tao, Wang ZiFeng. COMPARISON OF LST RETRIEVAL PRECISION BETWEEN SINGLE-CHANNEL AND SPLIT-WINDOWS FOR HIGH-RESOLUTION INFRARED CAMERA. JOURNAL OF INFRARED AND MILLIMETER WAVES[J]. 2008, 27(5): 346-353, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000260625700007.[155] CHEN LiangFu, GAO YanHua, LI Li, LIU QinHuo, GU XingFa. Forest NPP estimation based on MODIS data under cloudless condition. SCIENCE IN CHINA, SERIES D: EARTH SCIENCES[J]. 2008, 51(3): 331-338, http://www.irgrid.ac.cn/handle/1471x/422851.[156] Wang Zhong ting, Chen Liang fu, Gu Xing fa. The retrieval of bimodal aerosols from directional polarized data. 2008 Proceedings of Information Technology and Environmental System Sciences: Itess 2008, Vol 3null. 2008, 334-338, http://ir.ceode.ac.cn/handle/183411/23266.[157] 周彬, 陈良富, 舒晓波. FPAR的Monte Carlo模拟研究. 遥感学报[J]. 2008, 385-391, http://lib.cqvip.com/Qikan/Article/Detail?id=1000849217.[158] 怀红燕, 李正强, 陈良富, 王中挺, 顾行发. 基于地基偏振观测研究北京城区北部大气气溶胶特性变化. 遥感学报[J]. 2008, 490-498, http://lib.cqvip.com/Qikan/Article/Detail?id=1000849232.[159] 顾行发, 陈良富, 余涛, 李小英, 许华. 基于CBERS-02卫星数据的参数定量反演算法及软件设计. 遥感学报[J]. 2008, 546-552, http://lib.cqvip.com/Qikan/Article/Detail?id=1000849238.[160] 陈良富. The studies of polarized properties of thin cirrus clouds and applications to the remote sensing. SPIE. 2008, [161] 陈良富. Retreival of Aerosol from Space-borne Polarimetric Data in Beijing. IGARSS08. 2008, [162] 陈良富. MODIS-derived daily PAR simulation from cloud-free image and its test: a case study in East China. Solar Energy. 2008, [163] 程天海, 顾行发, 陈良富, 余涛, 田国良. 卷云多角度偏振特性研究. 物理学报[J]. 2008, 57(8): 5323-5332, http://lib.cqvip.com/Qikan/Article/Detail?id=28024653.[164] 王中挺, 陈良富, 张莹, 韩冬, 顾行发. 利用MODIS数据监测北京地区气溶胶. 遥感技术与应用[J]. 2008, 23(3): 284-288, http://lib.cqvip.com/Qikan/Article/Detail?id=27536374.[165] 陈良富. Multiangular polarized characteristics of irrus clouds at 1380nm. IGARSS08. 2008, [166] Cheng TianHai, Gu XingFa, Chen LiangFu, Yu Tao, Tian GuoLiang. Multi-angular polarized characteristics of cirrus clouds. ACTA PHYSICA SINICA[J]. 2008, 57(8): 5323-5332, http://dx.doi.org/10.7498/aps.57.5323.[167] 黄华国, 辛晓洲, 柳钦火, 刘强, 陈良富, 李小文. 扩展CUPID模型模拟土壤组分温度分布. 农业工程学报[J]. 2007, 23(1): 139-145, http://lib.cqvip.com/Qikan/Article/Detail?id=23827132.[168] Du, Yongming, Liu, Qinhuo, Chen, Liangfu, Liu, Qiang, Yu, Tao. Modeling directional brightness temperature of the winter wheat canopy at the ear stage. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2007, 45(11): 3721-3739, http://ir.ceode.ac.cn/handle/183411/28447.[169] 陈良富, 高彦华, 李丽, 柳钦火, 顾行发. 基于MODIS晴空数据的森林日净第一性生产力估算. 中国科学：D辑[J]. 2007, 37(11): 1515-1521, http://lib.cqvip.com/Qikan/Article/Detail?id=25919905.[170] 黄华国, 辛晓洲, 柳钦火, 陈良富, 李小文. 用CUPID模型模拟小麦组分温度分布：敏感性分析与验证. 遥感学报[J]. 2007, 11(1): 94-102, http://lib.cqvip.com/Qikan/Article/Detail?id=24844823.[171] 黄华国, 柳钦火, 刘强, 肖青, 陈良富. 利用多角度热图像提取冠层组分温度和方向亮温. 北京师范大学学报：自然科学版[J]. 2007, 43(3): 292-297, http://lib.cqvip.com/Qikan/Article/Detail?id=24895241.[172] 张文君, 顾行发, 陈良富, 余涛, 许华. 基于均值-标准差的K均值初始聚类中心选取算法. 遥感学报[J]. 2006, 10(5): 715-721, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605106/.[173] 程宇, 陈良富, 柳钦火, 张颢, 顾行发. 基于MODIS数据对不同植被覆盖下土壤水分监测的可行性研究. 遥感学报[J]. 2006, 10(5): 783-788, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605116/.[174] 王中挺, 陈良富, 顾行发, 许华. CBERS-02卫星数据大气校正的快速算法. 遥感学报[J]. 2006, 10(5): 709-714, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605105/.[175] 陈良富. Estimating of FPAR based on chlorophyll concentration. IGARSS06. 2006, [176] 闫岩, 柳钦火, 刘强, 李静, 陈良富. 基于遥感数据与作物生长模型同化的冬小麦长势监测与估产方法研究. 遥感学报[J]. 2006, 10(5): 804-811, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605119/.[177] 赵峰, 顾行发, 刘强, 余涛, 陈良富, 高海亮. 基于3D真实植被场景的全波段辐射传输模型研究. 遥感学报[J]. 2006, 10(5): 670-675, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20060599/.[178] 孙林, 柳钦火, 陈良富, 刘强. 环境与减灾小卫星高光谱成像仪陆地气溶胶光学厚度反演. 遥感学报[J]. 2006, 10(5): 770-776, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605114/.[179] 张勇, 余涛, 顾行发, 张玉香, 陈良富, 余姗姗, 张文君, 李小文. CBERS-02 IRMSS热红外数据地表温度反演及其在城市热岛效应定量化分析中的应用. 遥感学报[J]. 2006, 10(5): 789-797, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605117/.[180] 袁海军, 顾行发, 陈良富, 余涛, 刘强, 李小文. 江西千烟洲气溶胶光学厚度的反演与分析. 遥感学报[J]. 2006, 10(5): 762-769, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605113/.[181] 姚延娟, 陈良富, 柳钦火, 刘强, 杜永明, 李小文. 基于波谱知识库的MODIS叶面积指数反演及验证. 遥感学报[J]. 2006, 10(6): 869-878, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200606128/.[182] Xin, JF, Tian, GL, Liu, QH, Chen, LF. Combining vegetation index and remotely sensed temperature for estimation of soil moisture in China. INTERNATIONAL JOURNAL OF REMOTE SENSING[J]. 2006, 27(9-10): 2071-2075, http://ir.ceode.ac.cn/handle/183411/29306.[183] 孙林, 柳钦火, 刘强, 陈良富. 高反射率地区气溶胶光学厚度遥感反演：现状及展望. 地理科学进展[J]. 2006, 25(3): 70-78, http://lib.cqvip.com/Qikan/Article/Detail?id=22352301.[184] 高彦华, 陈良富, 柳钦火, 顾行发, 田国良. 叶绿素吸收的光合有效辐射比率的遥感估算模型研究. 遥感学报[J]. 2006, 10(5): 798-803, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.200605118/.[185] 张勇, 顾行发, 余涛, 张玉香, 陈良富, 李小英, 李小文, 何立明, 无. CBERS-02卫星IRMSS传感器热红外通道综合辐射定标. 中国科学：E辑[J]. 2005, 35(B12): 70-88, http://lib.cqvip.com/Qikan/Article/Detail?id=20953575.[186] 张勇, 陈良富, 柳钦火, 李小文. 日照时间的地形影响与空间尺度效应. 遥感学报[J]. 2005, 9(5): 521-530, http://lib.cqvip.com/Qikan/Article/Detail?id=20226267.[187] Li J, Liu QH, Liu Q, Chen LF, Bo JH, Li SK. Cotton pixel identification with CBERS-02 CCD data based on spectral knowledge. SCIENCE IN CHINA SERIES E-ENGINEERING & MATERIALS SCIENCE[J]. 2005, 48: 129-144, http://www.corc.org.cn/handle/1471x/2377820.[188] 陈良富. A study on directional surface brightness temperature over a wheat canopy in row structure: seasonal variations and models validation. ISPMSRS. 2005, [189] Shui-sen Chen, Liang-fu Chen, Qin-huo Liu, Xia Li, Qiyu Tan. Remote sensing and GIS-based integrated analysis of coastal changes and their environmental impacts in Lingding Bay, Pearl River Estuary, South China. OCEAN AND COASTAL MANAGEMENT. 2005, 48(1): 65-83, http://dx.doi.org/10.1016/j.ocecoaman.2004.11.004.[190] 陈良富. Biomass estimation and uncertainty analysis based on CBERS-02 CCD camera dada and field measurement. Science in China (Series E). 2005, [191] 陈良富, 高彦华, 程宇, 卫征, 肖青, 柳钦火, 余涛, 刘琪璟, 顾行发, 田国良. 基于CBERS-02卫星数据和地面测量的生物量估算及其影响因素分析. 中国科学：E辑[J]. 2005, 35(B12): 113-124, http://lib.cqvip.com/Qikan/Article/Detail?id=20953578.[192] 肖青, 柳钦火, 李小文, 陈良富, 刘强. 高分辨率机载遥感数据的交叉辐射影响及其校正. 遥感学报[J]. 2005, 9(6): 625-633, http://lib.cqvip.com/Qikan/Article/Detail?id=20626906.[193] 陈水森, 柳钦火, 陈良富, 李静, 刘强. 粮食作物播种面积遥感监测研究进展. 农业工程学报[J]. 2005, 21(6): 166-171, http://lib.cqvip.com/Qikan/Article/Detail?id=15911064.[194] Chen SS, Liu SH, Chen LF, Zhong B, Sun L. The preprocessing of TM images towards the destination of endmember retrieving. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 4758-4761, http://ir.ceode.ac.cn/handle/183411/22415.[195] Chen ShuiSen, Chen LiangFu, Liu QinHuo, Xiao Qing. An in-situ campaign of spectral measurements for monitoring the crop stress and planting area - In Luancheng of North China Plain. Imaging Spectrometry Xnull. 2004, 324-333, http://ir.ceode.ac.cn/handle/183411/31744.[196] Xin XZ, Chen LF, Li J, Zhang Q, Yang L, Liu YF. Estimating forest evapotranspiration in south china using MODIS data. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 2397-2400, http://ir.ceode.ac.cn/handle/183411/23340.[197] Chen Shuisen, Liu Qinhuo, Chen Liangfu, Wang Juan. Remote Sensing DEM-based approach for updating Acid sulphate Soil distribution - An example in Pearl River Estuary,South China. Remote Sensing and Modeling of Ecosystems for Sustainabilitynull. 2004, 170-177, http://ir.ceode.ac.cn/handle/183411/31747.[198] Du YM, Liu Q, Liu QH, Chen LF. Estimate LAI of crops using airborne multi-angular data. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 4477-4479, http://ir.ceode.ac.cn/handle/183411/22505.[199] 陈良富. The preprocessing of TM images towards the destinationi of endmember retrieving. IGARSS04. 2004, [200] Sun L, Chen LF, Liu Q, Liu QH, Song AB. Analysis on uncertainty in the MODIS retrieved land surface temperature using field measurements and high resolution images. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 2083-2086, http://ir.ceode.ac.cn/handle/183411/23104.[201] Zhong B, Liu QH, Liu Q, Chen LF, Yan CY. Inversion of aerosol optical depth in agriculture region based on the support of spectrum database. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 4375-4378, http://ir.ceode.ac.cn/handle/183411/23623.[202] 陈良富. Definition of component effective emissivity for heterogeneous and non-isothermal surface and its approximate calculation. International Journal of Remote Sensing. 2004, [203] Du YM, Chen LF, Yang L, Liu QH. Inversion and spatial scale effects analysis of leaf area index. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 4474-4476, http://ir.ceode.ac.cn/handle/183411/22504.[204] Yong Z, Chen LF, Liu QH, Li XW. Topographic and spatial-scaling effects on the sunlit time of the different terrains. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 4131-4134, http://ir.ceode.ac.cn/handle/183411/23454.[205] Tang Y, Liu QH, Chen LF, Liu Q, Du YM. Normalization of sun/view angle effects in vegetation index using BRDF of typical crops. Igarss 2004: Ieee International Geoscience and Remote Sensing Symposium Proceedings, Vols 1-7: Science for Society: Exploring and Managing a Changing Planetnull. 2004, 4063-4065, http://ir.ceode.ac.cn/handle/183411/23138.[206] 肖青, 柳钦火, 李小文, 陈良富, 刘强, 辛晓洲. 热红外发射率光谱的野外测量方法与土壤热红外发射率特性研究. 红外与毫米波学报[J]. 2003, 22(5): 373-378, http://ir.ceode.ac.cn/handle/183411/33838.[207] Chen LF, Zhang Q, Liu Q, Xin XZ, Chen SS, Liu QH, Li ZL. The spatial scaling effects study of NPP using airborne and field data based on BEPS. Igarss 2003: Ieee International Geoscience and Remote Sensing Symposium, Vols I - Vii, Proceedings: Learning from Earth's Shapes and Sizesnull. 2003, 3407-3409, http://ir.ceode.ac.cn/handle/183411/22399.[208] 刘强, 陈良富, 柳钦火, 肖青. 作物冠层的热红外辐射传输模型. 遥感学报[J]. 2003, 7(3): 161-167, http://lib.cqvip.com/Qikan/Article/Detail?id=7842377.[209] Chen LF, Li ZL, Liu QH, Xu XR. The new definition of effective emissivity of non-isohermal rough surface and its approximate expression for continuous canopy vegetation. Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings: Remote Sensing: Integrating Our View of the Planetnull. 2002, 3545-3547, http://ir.ceode.ac.cn/handle/183411/22397.[210] 徐希孺, 陈良富. 关于热红外多角度遥感扫描方向的选取问题. 北京大学学报：自然科学版[J]. 2002, 38(1): 98-103, http://lib.cqvip.com/Qikan/Article/Detail?id=5785950.[211] 陈良富. Project Members, Field Campaign for Quantitative Remote Sensing In Beijing. Journal of Remote Sensing. 2002, [212] 范闻捷, 李小文, 肖青, 闫广建, 田国良, 陈良富, 柳钦火. 行播作物热辐方向性孔隙率模型. 中国科学：D辑[J]. 2002, 32(4): 290-298, http://lib.cqvip.com/Qikan/Article/Detail?id=6203355.[213] 陈良富. A field measurement method of spectral emissivity based on ISSTES algorithm. Journal of Remote Sensing. 2002, [214] 陈良富. Advances on inversion of atmospheric profiles and land surface temperature/emissivity from satellite measurements in infrared region. JOURNALOFREMOTESENSING. 2002, [215] 阎广建, 蒋玲梅, 陈良富, 王锦地, 李小文. 行播作物热辐射双向间隙率模型及验证. 中国科学：D辑[J]. 2002, 32(10): 857-863, http://lib.cqvip.com/Qikan/Article/Detail?id=6919342.[216] XU, Xiru, , FAN, Wenjie, , &, CHEN, Liangfu, . Matrix expression of thermal radiative characteristics for an open complex. 中国科学：地球科学英文版[J]. 2002, 654-661, http://lib.cqvip.com/Qikan/Article/Detail?id=1001366066.[217] 陈良富. A bi-directional gap model of directional thermal radiation of row crops. Science in China( Series D). 2002, [218] Chen LF, Liu QH, Li ZL, Xu XR. The couple-inversion of atmospheric profile and surface temperature and emissivity from MODIS data. Igarss 2002: Ieee International Geoscience and Remote Sensing Symposium and 24th Canadian Symposium on Remote Sensing, Vols I-Vi, Proceedings: Remote Sensing: Integrating Our View of the Planetnull. 2002, 1630-1632, http://ir.ceode.ac.cn/handle/183411/22398.[219] 徐希孺, 陈良富. 基于多角度热红外遥感的混合像元组分温度演化反演方法. 中国科学：D辑[J]. 2001, 31(1): 81-88, http://lib.cqvip.com/Qikan/Article/Detail?id=4897393.[220] Xu, XR, Chen, LF, Zhuang, JL. Genetic inverse algorithm for retrieval of component temperature of mixed pixel by multi-angle thermal infrared remote sensing data. SCIENCE IN CHINA SERIES D-EARTH SCIENCES[J]. 2001, 44(4): 363-372, http://ir.ceode.ac.cn/handle/183411/29315.[221] 陈良富, 柳钦火. 连续植被的热辐射方向性. 遥感学报[J]. 2001, 5(6): 407-, http://lib.cqvip.com/Qikan/Article/Detail?id=5677593.[222] 庄家礼, 陈良富, 徐希孺. 用遗传算法反演连续植被的组分温度. 遥感学报[J]. 2001, 5(1): 1-, http://lib.cqvip.com/Qikan/Article/Detail?id=4918163.[223] 陈良富, 范闻捷, 柳钦火. 地表热辐射方向性研究进展. 地理科学进展[J]. 2001, 20(3): 262-267, http://lib.cqvip.com/Qikan/Article/Detail?id=5651143.[224] 范闻捷, 陈良富, 徐希孺. 开放的复杂目标热辐射特性的矩阵表达式. 中国科学：D辑[J]. 2001, 31(12): 1046-, http://lib.cqvip.com/Qikan/Article/Detail?id=5826613.[225] Chen, LF, Zhuang, JL, Xu, XR, Niu, Z, Zhang, RH, Xiang, YQ. The concept of effective emissivity of nonisothermal mixed pixel and its test. CHINESE SCIENCE BULLETIN[J]. 2000, 45(9): 788-795, https://www.webofscience.com/wos/woscc/full-record/WOS:000087504300004.[226] , 陈良富. 从MODIS数据中反演大气廓线和地表参数. 遥感学报[J]. 2000, 38-44, http://lib.cqvip.com/Qikan/Article/Detail?id=1000730065.[227] , 陈良富. 利用遗传算法优化神经网络实现混合像元组分参数的反演. 遥感学报[J]. 2000, 31-37, http://lib.cqvip.com/Qikan/Article/Detail?id=1000730064.[228] 陈良富, 庄家礼, 徐希孺, 柳钦火. 利用双通道双温度在室内测量方向比辐射率. 遥感学报[J]. 2000, 64-70, http://lib.cqvip.com/Qikan/Article/Detail?id=1000730070.[229] 庄家礼, 陈良富, 徐希孺. 用多角度遥感数据反演混合像元组分温度的可行性分析. 地理研究[J]. 2000, 19(2): 172-, http://lib.cqvip.com/Qikan/Article/Detail?id=4287458.[230] 陈良富, 徐希孺. 植被遥感的Monte Carlo模拟研究. 地理科学进展[J]. 2000, 19(1): 25-, http://lib.cqvip.com/Qikan/Article/Detail?id=4254457.[231] 陈良富, 庄家礼, 徐希孺, 柳钦火, 项月琴. 用Monte Carlo方法模拟连续植被热辐射方向性. 遥感学报[J]. 2000, 4(4): 261-, http://lib.cqvip.com/Qikan/Article/Detail?id=4743152.[232] 陈良富, 庄家礼, 徐希孺, 张仁华, 苏红波. 非同温离散体热辐射方向性模拟与验证. 遥感学报[J]. 2000, 48-52, http://lib.cqvip.com/Qikan/Article/Detail?id=1000730067.[233] 陈良富, 家礼, 钦火, 希孺, 国良. 行播作物热辐射方向性规律探讨. 中国科学：E辑[J]. 2000, http://lib.cqvip.com/Qikan/Article/Detail?id=1000739107.[234] Chen, LF, Zhuang, JL, Liu, QH, Xu, XR, Tian, GL. Study on the law of radiant directionality of row crops. SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES[J]. 2000, 43: 70-82, http://ir.ceode.ac.cn/handle/183411/28336.[235] 陈良富, 庄家礼, 徐希孺, 牛铮, 张仁华, 项月琴. 非同温混合像元热辐射有效比辐射率概念及其验证. 科学通报[J]. 2000, 45(1): 22-, http://lib.cqvip.com/Qikan/Article/Detail?id=4081622.[236] Xu, XR, Chen, LF, Zhuang, JL. The passive measurements of object's directional emissivity in laboratory. SCIENCE IN CHINA SERIES E-TECHNOLOGICAL SCIENCES[J]. 2000, 43: 55-61, https://www.webofscience.com/wos/woscc/full-record/WOS:000166711500008.[237] 陈良富. 室内目标物方向发射率的被动测量方法. 中国科学E辑. 2000, [238] 徐希孺, 庄家礼, 陈良富. 地表组分温度反演. 北京大学学报：自然科学版[J]. 2000, 36(6): 850-, http://lib.cqvip.com/Qikan/Article/Detail?id=4524342.[239] 陈良富, 庄家礼. 数字地球与全球变化. 电子科技导报[J]. 1999, 27-29, http://lib.cqvip.com/Qikan/Article/Detail?id=3592213.[240] 陈良富, 徐希孺. 陆面温度反演的新进展. 国土资源遥感[J]. 1999, 47-50, http://lib.cqvip.com/Qikan/Article/Detail?id=3766291.[241] 徐希孺, 陈良富. 热红外遥感中大气下行辐射效应的一种近似计算与误差估计. 遥感学报[J]. 1999, 3(3): 165-, http://lib.cqvip.com/Qikan/Article/Detail?id=3788699.[242] 陈良富, 庄家礼, 徐希孺. 热红外遥感中通道间信息相关性及其对陆面温度反演的影响. 科学通报[J]. 1999, 44(19): 2122-, http://lib.cqvip.com/Qikan/Article/Detail?id=3753477.[243] 陈良富. The correlation-ship of multi-channel thermal infrared remote sensing information and its effect on retrieval of land surface temperature. Chinese Science Bulletin. 1999,
发表著作
（1） （2） 《热红外遥感》第三章热红外遥感信息模型, thermal remote sensing,chapter 3, 科学出版社, 2006-07, 第 3 作者（3） 气溶胶遥感定量反演研究与应用, Aerosol retrieval from remotely sensed data: Theory and Applications, 科学出版社, 2011-06, 第 1 作者（4） 大气环境卫星遥感技术及其应用, Atmospheric environment satellite remote sensing technology and application, 科学出版社, 2011-07, 第 3 作者（5） 地理科学三十年, The Geographical sciences during 1986-2015, 商务印书馆, 2017-06, 第 5 作者（6） 《中国可持续发展遥感监测报告》, 科学出版社, 2017-06, 第 5 作者
科研活动
科研项目
（ 1 ） 中波红外反演CO2和CH4, 负责人, 国家任务, 2011-01--2015-12（ 2 ） 卫星遥感反演CO2误差分析和低层大气CO2模拟（41130528）, 负责人, 国家任务, 2012-01--2016-12（ 3 ） 大气灰霾追因与控制—灰霾的卫星解释, 负责人, 中国科学院计划, 2012-01--2017-12（ 4 ） 星-机-地生态环境质量遥感监测系统集成与示范, 负责人, 国家任务, 2014-01--2016-12（ 5 ） 大气复合污染卫星遥感监测技术及综合验证, 负责人, 国家任务, 2014-10--2017-12（ 6 ） 城镇污染气体高分遥感与地面协同监测关键技术研究, 负责人, 国家任务, 2017-07--2021-06（ 7 ） 气溶胶物理参数与组分信息卫星遥感探测机理与反演方法研究, 负责人, 国家任务, 2019-01--2023-12（ 8 ） CASEarth小卫星（广目卫星）科学应用系统总体, 负责人, 中国科学院计划, 2018-01--2021-06（ 9 ） 国产卫星数据品质提升与增值技术, 负责人, 国家任务, 2019-01--2021-12（ 10 ） 下一代碳卫星技术方案研究, 负责人, 国家任务, 2021-12--2023-11
参与会议
（1）大气环境卫星监测技术进展及应用 大气协同监测技术与应用专题系列讲座 2022-06-09（2）全球碳盘点技术途径与我国下一代碳卫星设计思路 北大未名讲坛第225期（北大遥感地信系列讲座） 2022-05-20（3）臭氧及前体物卫星监测技术现状与发展趋势 第二届中国大气臭氧污染防治研讨会 2020-10-16（4）我国大气环境卫星遥感发展进程与当前面临的挑战 第五届全国环境光学大会 2020-09-25（5）大气环境遥感前沿科学问题 环境大气科学发展战略研讨会 2020-09-11（6）空气质量精细化预警预报对卫星遥感的新挑战 第二十四届大气污染防治技术研讨会 2020-08-27（7）CASEarth卫星及其研制进展 首届中国数字地球大会 2019-12-05（8）气溶胶卫星遥感现状与发展趋势 2019年中国光学学会学术大会 2019-08-09（9）Satellite remote sensing of aerosol properties over East Asia: progresses and challenges 2019-07-15（10）卫星遥感技术特点与网络化监测应用趋势 第23届大气环境学会会议 2019-04-18（11）GF5-EMI Level1 data quality assessment and NO2 retrieval 2019-04-12（12）臭氧及其前体物卫星遥感现状与发展趋势 中国环境科学学会臭氧污染控制专业委员会成立大会暨首届学术研讨会 2019-03-28（13）高分五号大气成分探测任务 2018-05-20（14）GaoFen-5 EMI 2018-05-01（15）Mission Overview GaoFen-5 2017-09-23（16）高气溶胶背景大气CO2卫星遥感反演与地表CO2通量同化研究 第三届定量遥感学术会议 2017-06-17（17）大气污染控制新形势下卫星遥感监测报告 第二十一届大气污染防治技术研讨会 2017-04-23（18）Air Quality Remote Sensing from Space in China: Progress and Prospect 2016-07-31（19）Space-based observations of the regional haze pollution in China 2016年全球华人大气海洋科学大会暨第七届COAA国际大气海洋气候变化会议 2016-07-27（20）Satellite view of the widespread haze pollution in China 2016-07-10（21）The air quality remote sensing in China 第二届RADI-JRC双边研讨会 2016-07-05（22）空气质量参数的卫星遥感进展 第21届中国大气环境科学与技术大会 2015-12-09（23）Air Quality Remote Sensing from Space in China: Progress and Prospect 2015-11-02（24）环境空气质量卫星遥感研究：进展与展望 2015年中国光学学会学术大会第十五专业委员会“环境光学技术与应用” 2015-08-15（25）作为主席主持了下午会议 中意激光雷达探测与应用交流会 2015-08-12（26）Atmospheric Environment Remote Sensing (AMERS) from Space: Progresses and Applications 比利时布鲁塞尔的JRC总部和JRC两个研究所的研究人员开展谈合作交流 2015-06-24（27）《3.7 遥感建模与参数反演》 基金委地理科学进展三十年第四次研讨会 2015-02-27
指导学生
已指导学生
怀红燕 硕士研究生 070503-地图学与地理信息系统
周彬 硕士研究生 070503-地图学与地理信息系统
王中挺 博士研究生 070503-地图学与地理信息系统
胡新礼 博士研究生 070503-地图学与地理信息系统
贺宝华 硕士研究生 070503-地图学与地理信息系统
韩冬 博士研究生 070503-地图学与地理信息系统
李莘莘 博士研究生 070503-地图学与地理信息系统
王子峰 博士研究生 070503-地图学与地理信息系统
张莹 博士研究生 070503-地图学与地理信息系统
严俊霞 博士研究生 070503-地图学与地理信息系统
贺宝华 博士研究生 070503-地图学与地理信息系统
蒋哲 博士研究生 070503-地图学与地理信息系统
余超 博士研究生 070503-地图学与地理信息系统
武卫玲 硕士研究生 070503-地图学与地理信息系统
邹铭敏 博士研究生 070503-地图学与地理信息系统
闫欢欢 博士研究生 070503-地图学与地理信息系统
张朝阳 硕士研究生 430109-电子与通信工程
陶明辉 博士研究生 070503-地图学与地理信息系统
范萌 博士研究生 070503-地图学与地理信息系统
苏城林 硕士研究生 070503-地图学与地理信息系统
马鹏飞 博士研究生 070503-地图学与地理信息系统
王甜甜 硕士研究生 070503-地图学与地理信息系统
顾坚斌 博士研究生 070503-地图学与地理信息系统
麻盛芳 博士研究生 070503-地图学与地理信息系统
尚华哲 博士研究生 070503-地图学与地理信息系统
王红梅 博士研究生 070503-地图学与地理信息系统
汪洋 博士研究生 070503-地图学与地理信息系统
司一丹 博士研究生 070503-地图学与地理信息系统
曾巧林 博士研究生 070503-地图学与地理信息系统
王雅鹏 博士研究生 070503-地图学与地理信息系统
程良晓 博士研究生 070503-地图学与地理信息系统
张欣欣 博士研究生 070503-地图学与地理信息系统
现指导学生
朱莉莉 博士研究生 070503-地图学与地理信息系统
李明阳 博士研究生 070503-地图学与地理信息系统
陈元琳 博士研究生 070503-地图学与地理信息系统
焦孙昕 硕士研究生 085700-资源与环境
李一辰 博士研究生 070503-地图学与地理信息系统