基本信息
赵龙龙  女  硕导  中国科学院深圳先进技术研究院
电子邮件: ll.zhao@siat.ac.cn
通信地址: 深圳市南山区西丽深圳大学城学苑大道1068号
邮政编码: 518055

研究领域

遥感信息科学

人工智能环境遥感

招生信息

招聘  客座学生 (长期有效)

所需专业:地理信息系统、遥感、测绘

研究方向:人工智能、生态遥感、农业遥感、生态大数据智能分析与应用

招生专业
081203-计算机应用技术
085400-电子信息
招生方向
生态大数据智能分析与应用
生态遥感/病虫害遥感
人工智能图像处理

教育背景

2010-09--2017-01   中国地质大学(北京)   博士

工作经历

   
工作简历
2022-01~现在, 中国科学院深圳先进技术研究院, 副研究员
2019-09~2021-12,中国科学院深圳先进技术研究院, 助理研究员
2017-08~2019-09,中国科学院遥感与数字地球研究所, 博士后

专利与奖励

   
专利成果
[1] 赵龙龙, 李洪忠, 李晓丽, 韩宇, 陈劲松, 任彦霓. 森林火灾风险评估动态环境因子特征构建方法及系统. 202311614881.1, 2023-11-29.
[2] 赵龙龙, 李洪忠, 李晓丽, 韩宇, 陈劲松, 姜小砾. 森林火灾风险评估的非火点生成方法、装置、设备及介质. 202311626633.9, 2023-11-29.
[3] 李洪忠, 赵龙龙, 赵业隆, 孙鹭怡, 李晓丽, 韩宇, 陈劲松. 一种基于SAR数据的甘蔗识别方法、装置、设备及存储介质. 202311582821.6, 2023-11-23.
[4] 李洪忠, 赵龙龙, 孙鹭怡, 李晓丽, 韩宇, 陈劲松. 一种适用于农田破碎区的时间序列SAR数据滤波方法. CN202211520681.5, 2022-11-30.
[5] 赵龙龙, 陈劲松, 李晓丽, 韩宇, 姜小砾. 一种蝗灾潜在高风险区识别方法、装置、设备及存储介质. CN114419431A, 2022-04-29.
[6] 李洪忠, 王琎, 赵龙龙, 李晓丽, 韩宇, 姜小砾, 陈劲松. 一种适用于长时间序列的遥感生态指数监测方法及装置. CN202210416650.9, 2022-04-20.
[7] 李晓丽, 赵龙龙, 陈劲松, 韩宇, 姜小砾. 一种模糊聚类遥感影像分割方法、系统、终端及存储介质. CN114283332A, 2022-04-05.
[8] 李晓丽, 赵龙龙, 陈劲松, 韩宇, 姜小砾. 面向对象模糊聚类图像分割方法、系统、终端及存储介质. CN114219822A, 2022-03-22.
[9] 韩宇, 赵龙龙, 李晓丽, 李洪忠, 任彦霓, 姜小砾. 柚木林识别方法、系统及终端. CN114220020A, 2022-03-22.
[10] 李洪忠, 韩宇, 赵龙龙, 李晓丽, 姜小砾, 陈劲松. 水稻种植提取及复种指数监测方法、系统、终端及存储介质. CN202111524140.5, 2021-12-14.

出版信息

   
发表论文
[1] Longlong Zhao, Yuankai Ge, Shanxin Guo, Hongzhong Li, Xiaoli Li, Luyi Sun, Jinsong Chen. Forest fire susceptibility mapping based on precipitation-constrained cumulative dryness status information in Southeast China: a novel machine learning modeling approach. FOREST ECOLOGY AND MANAGEMENT[J]. 2024, http://dx.doi.org/10.1016/j.foreco.2024.121771.
[2] Xiaoli Li, Jinsong Chen, Longlong Zhao, Hongzhong Li, Jin Wang, Luyi Sun, Shanxin Guo, Pan Chen, Xuemei Zhao. Superpixel Segmentation Based on Anisotropic Diffusion Model for Object-oriented Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing[J]. 2023, [3] Li, Min, Guo, Shanxin, Chen, Jinsong, Chang, Yuguang, Sun, Luyi, Zhao, Longlong, Li, Xiaoli, Yao, Hongming. Stability Analysis of Unmixing-Based Spatiotemporal Fusion Model: A Case of Land Surface Temperature Product Downscaling. REMOTE SENSING[J]. 2023, 15(4): http://dx.doi.org/10.3390/rs15040901.
[4] Zhu Zhu, Tinggang Zhou, Jinsong Chen, Xiaoli Li, Shanxin Guo, Longlong Zhao, Luyi Sun. Object-Oriented Remote Sensing Image Change Detection Based on Color Co-Occurrence Matrix. APPLIED SCIENCES[J]. 2023, 13(11): https://doaj.org/article/c28ad982a3714f5694ce4670ee8a88c4.
[5] Zhao, Yelong, Chen, Jinsong, Li, Xiaoli, Li, Hongzhong, Zhao, Longlong. Coastal Water Clarity in Shenzhen: Assessment of Observations from Sentinel-2. WATER[J]. 2023, 15(23): http://dx.doi.org/10.3390/w15234102.
[6] 葛元凯, 赵龙龙, 陈劲松, 任彦霓, 李洪忠. 1983-2020年西南地区气象干旱时空演变趋势及干旱事件识别. 生态环境学报[J]. 2023, 32(5): 920-932, https://www.jeesci.com/article/2023/1674-5906/1674-5906-32-5-920.shtml.
[7] Wang Jin, Hongzhong Li, Junzhe Wang, Longlong Zhao, Xiaoli Li, Wei Fan, Jinsong Chen. Continuous remote sensing ecological index (CRSEI): A novel approach for multitemporal monitoring of eco-environmental changes on large scale. ECOLOGICAL INDICATORS[J]. 2023, 154: 110739-, http://dx.doi.org/10.1016/j.ecolind.2023.110739.
[8] Ge, Yuankai, Zhao, Longlong, Chen, Jinsong, Li, Xiaoli, Li, Hongzhong, Wang, Zhengxin, Ren, Yanni. Study on Soil Erosion Driving Forces by Using (R)USLE Framework and Machine Learning: A Case Study in Southwest China. Land[J]. 2023, https://doi.org/10.3390/land12030639.
[9] Longlong Zhao, Hongzhong Li, Wenjiang Huang, Yingying Dong, Yun Geng, Huiqin Ma, Jinsong Chen. Outbreak Mechanism of Locust Plagues under Dynamic Drought and Flood Environments Based on Time Series Remote Sensing Data: Implication for Identifying Potential High-Risk Locust Areas. Remote Sensing[J]. 2023, https://doi.org/10.3390/rs15215206.
[10] Zhao, Xuemei, Wu, Jun, Wang, Haijian, Gao, Xingyu, Zhao, Longlong. Injecting spectral indices to transferable convolutional neural network under imbalanced and noisy labels for Landsat image classification. INTERNATIONAL JOURNAL OF DIGITAL EARTH[J]. 2022, 15(1): 437-462, https://doi.org/10.1080/17538947.2022.2036833.
[11] Li, Hongzhong, Zhao, Longlong, Sun, Luyi, Li, Xiaoli, Wang, Jin, Han, Yu, Liang, Shouzhen, Chen, Jinsong. Capability of Phenology-Based Sentinel-2 Composites for Rubber Plantation Mapping in a Large Area with Complex Vegetation Landscapes. Remote Sensing[J]. 2022, 14(21): 5338-, https://www.mdpi.com/2072-4292/14/21/5338.
[12] Li, Hongzhong, Chen, Jiehong, Sun, Luyi, Zhao, Longlong, Li, Xiaoli, Wang, Jin, Han, Yu, Chen, Jinsong. On the Extension of Cameron Decomposition Helicity Asymmetry Parameter From Single-Look to Multi-Look PolSAR Imagery. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 60: https://doi.org/10.1109/TGRS.2021.3127887.
[13] Ruiqi Sun, Wenjiang Huang, Yingying Dong, Longlong Zhao, Biyao Zhang, Huiqin Ma, Yun Geng, Chao Ruan, Naichen Xing, Xidong Chen, Xueling Li. Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique. REMOTE SENSING[J]. 2022, 14(747): https://doi.org/10.3390/rs14030747.
[14] Yun Geng, Longlong Zhao, Wenjiang Huang, Yingying Dong, Huiqin Ma, Anting Guo, Yu Ren, Naichen Xing, Yanru Huang, Ruiqi Sun, Jing Wang. A Landscape-Based Habitat Suitability Model (LHS Model) for Oriental Migratory Locust Area Extraction at Large Scales: A Case Study along the Middle and Lower Reaches of the Yellow River. REMOTE SENSING[J]. 2022, 14: https://doi.org/10.3390/rs14051058.
[15] Guo, Jing, Zhao, Longlong, Huang, Wenjiang, Dong, Yingying, Geng, Yun. Study on the Forming Mechanism of the High-Density Spot of Locust Coupled with Habitat Dynamic Changes and Meteorological Conditions Based on Time-Series Remote Sensing Images. Agronomy[J]. 2022, 12(7): 1610-1610, https://doi.org/10.3390/agronomy12071610.
[16] 耿芸, 董莹莹, 黄文江, 赵龙龙, 涂雄兵, 李红梅. 天津市大港水库东亚飞蝗生境遥感动态监测. 植物保护学报[J]. 2021, 48(1): 122-128, http://lib.cqvip.com/Qikan/Article/Detail?id=7104360531.
[17] 黄文江, 董莹莹, 赵龙龙, 耿芸, 阮超, 张弼尧, 孙忠祥, 张寒苏, 叶回春, 王昆. 蝗虫遥感监测预警研究现状与展望. 遥感学报[J]. 2020, 24(10): 1270-1279, http://lib.cqvip.com/Qikan/Article/Detail?id=7103205098.
[18] Geng, Yun, Zhao, Longlong, Dong, Yingying, Huang, Wenjiang, Shi, Yue, Ren, Yu, Ren, Binyuan. Migratory Locust Habitat Analysis With PB-AHP Model Using Time-Series Satellite Images. IEEE ACCESS[J]. 2020, 8: 166813-166823, https://doi.org/10.1109/ACCESS.2020.3023264.
[19] Zhao, Longlong, Huang, Wenjiang, Chen, Jinsong, Dong, Yingying, Ren, Binyuan, Geng, Yun. Land use/cover changes in the Oriental migratory locust area of China: Implications for ecological control and monitoring of locust area. AGRICULTURE ECOSYSTEMS & ENVIRONMENT[J]. 2020, 303: http://doi.org/10.1016/j.agee.2020.107110.
[20] Xiaoli Li, Jinsong Chen, Longlong Zhao, Shanxin Guo, Luyi Sun, Xuemei Zhao. Adaptive Distance-Weighted Voronoi Tessellation for Remote Sensing Image Segmentation. REMOTE SENSING[J]. 2020, 12(24): https://doi.org/10.3390/rs12244115.
[21] Wang, Lulin, Zhao, Longlong, Tian, Mingzhong, Wu, Fadong, Zhang, Xujiao. Late Jurassic to Early Cretaceous volcanism of Hong Kong: Insights from the Ping Chau Formation. GEOSCIENCE FRONTIERS[J]. 2019, 10(2): 553-568, https://doi.org/10.1016/j.gsf.2018.03.012.
[22] Zhao Longlong, Wang Lulin, Tian Mingzhong, Wu Fadong. The Geological Significance of a Tuffite Interlayer in the Cretaceous Port Island Formation in Northeastern Hong Kong. ACTA GEOLOGICA SINICA-ENGLISH EDITION[J]. 2018, 92(3): 1041-1052, http://doi.org/10.1111/1755-6724.13590.
[23] Feng Wei, Huang Wenjiang, Ye Huichun, Zhao Longlong. SYNTHETIC MINORITY OVER-SAMPLING TECHNIQUE BASED ROTATION FOREST FOR THE CLASSIFICATION OF UNBALANCED HYPERSPECTRAL DATA. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM[J]. 2018, 2651-2654, https://doi.org/10.1109/IGARSS.2018.8518242.
[24] Zhao, Longlong, Wang, Lulin, Tian, Mingzhong, Wu, Fadong. Geochemistry and zircon U-Pb geochronology of the rhyolitic tuff on Port Island, Hong Kong: Implications for early Cretaceous tectonic setting. GEOSCIENCE FRONTIERS[J]. 2017, 8(3): 565-581, https://doi.org/10.1016/j.gsf.2016.05.009.
[25] Wang, Lili, Tian, Mingzhong, Wen, Xuefeng, Zhao, Longlong, Song, Jiling, Sun, Meng, Wang, Hao, Lan, Yuanhong, Sun, Miao. Geoconservation and geotourism in Arxan-Chaihe Volcano Area, Inner Mongolia, China. QUATERNARY INTERNATIONAL[J]. 2014, 349: 384-391, http://doi.org/10.1016/j.quaint.2014.06.024.
发表著作
(1) 亚非沙漠蝗虫灾情遥感监测, 科学出版社, 2021-03, 第 2 作者
(2) Monitoring of Desert Locust in Africa and Asia, Springer, 2023-01, 第 2 作者

科研活动

   
科研项目
( 1 ) 旱涝动态环境下蝗灾潜在高风险区遥感识别与风险预警研究, 负责人, 国家任务, 2022-01--2025-12
( 2 ) 基于多源数据的亚洲飞蝗生境适宜性评价研究, 负责人, 中国科学院计划, 2021-01--2022-12
( 3 ) 粤港澳大湾区生态环境监测系统集成及应急响应技术研发与应用示范, 参与, 地方任务, 2020-09--2023-09
( 4 ) 博士后出站留(来)深科研资助项目, 负责人, 地方任务, 2020-03--2023-12
( 5 ) 粮食作物重大病虫害遥感监测预警与防控技术, 参与, 国家任务, 2019-03--2022-02
( 6 ) 东亚飞蝗适生区遥感提取方法与预测模型研究, 负责人, 国家任务, 2019-01--2021-12
( 7 ) 东亚飞蝗遥感监测与精准防治技术研究, 负责人, 国家任务, 2018-10--2019-10
( 8 ) 一带一路生态环境时空变化与中西亚干旱区生态承载力评估, 参与, 中国科学院计划, 2018-01--2022-12
( 9 ) 基于多源动-静态环境因子及机器学习的森林火灾风险预警研究, 负责人, 地方任务, 2022-01--2025-12
( 10 ) 台站地面观测和遥感数据融合技术研究, 参与, 国家任务, 2021-11--2023-11

指导学生

现指导学生

王正鑫  硕士研究生  085404-计算机技术