李娴,女,1984年3月出生,光学工程博士,研究员,博士生导师。2006年毕业于成都理工大学计算机科学与技术专业,获工学学士学位;2013年毕业于电子科技大学光学工程专业,获工学博士学位。2013-2016年,在清华大学微电子学研究所从事博士后科研工作。2016年10月到中国农业科学院农业信息研究所工作,现为农村宅基地研究室研究员。
长期从事农业传感器、智能监测装备和农业数据智能研究,研制出农业高性能传感器件和低成本智能检测设备,研发数据与知识协同驱动的农业生产决策模型,支撑设施产业提质增效。主持国家重点研发计划青年科学家项目1项、国家自然科学基金项目1项和联合基金项目子课题1项、省部级项目4项,核心骨干参与国家重点研发计划课题1项、以及横向合作课题5项。发表SCI论文67篇,其中第一/通讯作者28篇、ESI高被引2篇。授权中国发明专利15项、日本发明专利1项。获四川省科学技术进步一等奖1项、中国农业科学院成果转化优秀团队奖1项。先后指导硕士生、博士生共8名。
研究方向
农业传感器及标准工艺、农业智能装备、可解释决策模型
主要社会兼职
中国遥感应用协会农业农村遥感分会常务理事
中国农学会农业信息分会常务委员
主要获奖成果
1.《环境污染检测有机复合膜集成气体传感器阵列技术及应用》,2019年获四川省科学技术进步奖一等奖,第5完成人;
2.《农业农村资源数字化管理创新团队》,2022年获中国农业科学院成果转化优秀团队奖,第6完成人。
代表性论文
1.A compact autonomous inspection system for greenhouse environmental information sensing and three-dimensional visualization. Computers and Electronics in Agriculture,2025, 231: 109976. (Q1, IF: 8.9) 通讯作者
2.Emerging sulfur quantum dots: from synthesis strategies to optical property engineering towards multidisciplinary applications. Journal of Materials Chemistry C, 2025, Advance Article. (Q1, IF: 5.1) 通讯作者
3.Advances in smartphone assisted sensors for on-site detection of food safety based on fluorescence on-off-on mode: A review. Chemical Engineering Journal, 2024, 489: 151225. (Q1, IF: 13.2, ESI 高被引) 通讯作者
4.Conductive MXene/polymer composites for transparent flexible supercapacitors. Small, 2024: 2401346. (Q1, IF: 12.1) 通讯作者
5.Room temperature agricultural ethylene detection by freestanding three-dimensional porous-ZnO/ carbon nanofibers. Sensors and Actuators B: Chemical, 2024, 398: 134747. (Q1, IF: 7.7) 第一/通讯作者
6.Improved deep bidirectional recurrent neural network for learning the cross-sensitivity rules of gas sensor array. Sensors and Actuators B: Chemical, 2024, 401: 134996. (Q1, IF: 7.7) 通讯作者
7.Multi-Modal Vision Transformer with Explainable Shapley Additive Explanations Value Embedding for Cymbidium goeringii Quality Grading. Applied Sciences, 2024, 14: 10157. (Q2, IF: 2.5) 通讯作者
8.Detection strategies for volatile fragrance released from agricultural products: progress and prospects. Advanced Sensor Research, 2024: 2400044. (Q2, IF: 3.5) 通讯作者
9.Edge-enriched MoS2 nanosheets modified porous nanosheet-assembled hierarchical In2O3 microflowers for room temperature detection of NO2 with ultrahigh sensitivity and selectivity. Journal of Hazardous Materials, 2022, 434: 128836. (Q1, IF: 11.3,ESI高被引) 通讯作者
10.A low cost and high performance NH3 detection system for a harsh agricultural environment. Sensors and Actuators B: Chemical, 2022, 362: 131675. (Q1, IF: 7.7) 第一作者
11.Self-adaptive temperature and humidity compensation based on improved deep BP neural network for NO2 detection in complex environment. Sensors and Actuators B: Chemical, 2022, 362: 131812. (Q1, IF: 7.7) 通讯作者
12.Assembled reduced graphene oxide/tungsten diselenide/Pd heterojunction with matching energy bands for quick banana ripeness detection. Foods, 2022, 11: 1879. (Q1, IF: 5.1) 第一作者
13.Production region significantly influences the main volatiles of ‘Fuj’ apple. Journal of Food Measurement and Characterization, 2022, 16: 1000-1011. (Q2, IF: 3.3) 通讯作者
14.MXene Ti3C2Tx-derived nitrogen-functionalized heterophase TiO2 homojunctions for room-temperature trace ammonia gas sensing. ACS Applied Materials & Interfaces, 2021, 13: 56485-56497. (Q1, IF: 8.2) 通讯作者
15.Simple and effective characterization of Fuji apple flavor quality by ethylene and sugar content. Food Analytical Methods, 2021, 14: 2576-2584. (Q2, IF: 3) 通讯作者
16.Toward agricultural ammonia volatilization monitoring: A flexible polyaniline/Ti3C2Tx hybrid sensitive films based gas sensor. Sensors and Actuators B: Chemical, 2020, 316: 128144 (Q1, IF: 7.7) 第一作者
17.Room-temperature and humidity-resistant trace nitrogen dioxide sensing of few-layer black phosphorus nanosheet by incorporating Zinc oxide nanowire. Analytical Chemistry, 2020, 92:11007-11017 (Q1, IF: 6.7) 通讯作者
18.Ethylene emission as a potential indicator of Fuji apple flavor quality evaluation under low temperature. Horticultural Plant Journal, 2020, 6(4): 231-239. (Q1, IF: 6.2) 通讯作者
19.Nanocomposite films of p-type MoS2 nanosheets/n-type ZnO nanowires: Sensitive and low-temperature ppb-level NO2 detection. Materials Letters, 2020, 262:127148. (Q3, IF: 2.7) 第一/通讯作者
20.Reduced graphene oxide for room temperature ammonia (NH3) gas sensor. Journal of Nanoscience and Nanotechnology, 2018, 18: 7927-7932. (Q4, IF:1.134 ) 第一作者
21.Flexible room-temperature formaldehyde sensors based on rGO film and rGo/MoS2 hybrid film. Nanotechnology, 2017, 28: 325501. (Q2, IF: 2.8) 第一作者
22. Enhanced p-type NO2-sensing properties of ZnO nanowires utilizing CNTs electrode. Materials Letters, 2017, 206: 18-21. (Q3, IF: 2.7) 第一作者
23.Reduced graphene oxide/MoS2 hybrid films for room-temperature formaldehyde detection. Materials Letters, 2017, 189: 42-45. (Q3, IF: 2.7) 第一作者
24. Hierarchical ZnO nanosheet-nanorod architectures for fabrication of Poly(3-hexylthiophene)/ZnO hybrid NO2 sensor. ACS Applied Materials & Interfaces, 2016, 8: 8600-8607.(Q1, IF: 8.2)第一作者
25.Reduced graphene oxide/hierarchical flower-like zinc oxide hybrid films for room temperature formaldehyde detection. Sensors and Actuators B: Chemical, 2015, 221: 1290-1298. (Q1, IF: 7.7) 第一/通讯作者
26.The enhanced formaldehyde-sensing properties of P3HT-ZnO hybrid thin film OTFT sensor and further insight into its stability. Sensors, 2015, 15: 2086-2103. (Q2, IF: 3.5) 第一作者
27.Copper phthalocyanine thin film transistors for hydrogen sulfide detection. Sensors and Actuators B: Chemical, 2013, 176: 1191-1196.(Q1, IF: 7.7) 第一作者
28.The fabrication and optimization of OTFT formaldehyde sensors based on Poly(3-hexythiophene)/ZnO composite films. Science China Technological Sciences, 2013, 56: 1877-1872.(Q1, IF: 4.9) 第一作者