| 何雄奎. 中国植保机械与施药技术研究进展[J]. 农药学学报, 2019, 21(S1):921-930. |
| 赵春江. 智慧农业发展现状及战略目标研究[J]. 智慧农业, 2019, 1(1):1-7. |
| 陈桂芬, 李静, 陈航, 等. 大数据时代人工智能技术在农业领域的研究进展[J]. 中国农业文摘-农业工程, 2019, 31(1):12-16. |
| 韩冷, 何雄奎, 王昌陵, 等. 智慧果园构建关键技术装备及展望[J]. 智慧农业(中英文), 2022, 4(3):1-11. |
| 万雪芬, 郑涛, 崔剑, 等. 中小型规模智慧农业物联网终端节点设计[J]. 农业工程学报, 2020, 36(13):306-314. |
| 时国龙, 沈心怡, 辜丽川, 等. 面向智慧农业的无芯片射频跨域感知研究进展[J]. 农业工程学报, 2023, 39(7):10-23. |
| 王潇, 张美娜, ZHOU J F, 等. LiDAR传感器及技术在农业场景的应用进展综述[J]. 中国农机化学报, 2022, 43(11):155-164. |
| 赵春江. 智慧农业的发展现状与未来展望[J]. 华南农业大学学报, 2021, 42(6):1-7. |
| ABD EL-GHANY N M, ABD EL-AZIZ S E, MAREI S S. A Review:Application of Remote Sensing as a Promising Strategy for Insect Pests and Diseases Management[J]. Environmental Science and Pollution Research, 2020, 27(27):33503-33515. |
| 赵龙才, 李粉玲, 常庆瑞. 农作物遥感识别与单产估算研究综述[J]. 农业机械学报, 2023, 54(2):1-19. |
| YUAN W A, CHOI D, BOLKAS D. GNSS-IMU-Assisted Colored ICP for UAV-LiDAR Point Cloud Registration of Peach Trees[J]. Computers and Electronics in Agriculture, 2022, 197:106966. |
| 杜蒙蒙, Ali Roshanianfard, 刘颖超. 可见光波段无人机遥感图像的小麦茎蘖密度定量反演[J]. 光谱学与光谱分析, 2021, 41(12):3828-3836. |
| 夏烨, 雷哓晖, 祁雁楠, 等. 基于改进Ghost-YOLOv5s-BiFPN算法检测梨树花序[J]. 智慧农业(中英文), 2022, 4(3):108-119. |
| ROY A M, BHADURI J. Real-Time Growth Stage Detection Model for High Degree of Occultation Using DenseNet-Fused YOLOv4[J]. Computers and Electronics in Agriculture, 2022, 193:106694. |
| LIU S Q, JIN Y S, RUAN Z W, et al. Real-Time Detection of Seedling Maize Weeds in Sustainable Agriculture[J]. Sustainability, 2022, 14(22):15088. |
| HONG QQ, JIANG L, ZHANG Z H, et al. A Lightweight Model for Wheat Ear FusariumHead Blight Detection Based on RGB Images[J]. Remote Sensing, 2022, 14(14):3481. |
| 吴叶兰, 陈怡宇, 廉小亲, 等. 高光谱成像的柑橘病虫害叶片识别方法[J]. 光谱学与光谱分析, 2021, 41(12):3837-3843. |
| JIANG S K, WANG S L, YI Z Y, et al. Autonomous Navigation System of Greenhouse Mobile Robot Based on 3D Lidar and 2D Lidar SLAM[J]. Frontiers in Plant Science, 2022, 13:815218. |
| LIU L M, LIU Y J, HE X K, et al. Precision Variable-Rate Spraying Robot by Using Single 3D LIDAR in Orchards[J]. Agronomy, 2022, 12(10):2509. |
| 刘伟洪, 何雄奎, 刘亚佳, 等. 果园行间3D LiDAR导航方法[J]. 农业工程学报, 2021, 37(9):165-174. |
| 刘路, 潘艳娟, 陈志健, 等. 高遮挡环境下玉米植保机器人作物行间导航研究[J]. 农业机械学报, 2020, 51(10):11-17. |
| 张漫, 季宇寒, 李世超, 等. 农业机械导航技术研究进展[J]. 农业机械学报, 2020, 51(4):1-18. |
| 许建宏. 农业大数据与云计算的应用研究[J]. 中国果树, 2023(7):157. |
| 许多, 鲁旺平, 许瑞清, 等. 基于农业时空多模态知识图谱的水稻精准施肥决策方法[J]. 华中农业大学学报, 2023, 42(3):281-292. |
| 刘羽飞, 何勇, 刘飞, 等. 农业传感器技术在我国的应用和市场:现状与未来展望[J]. 浙江大学学报(农业与生命科学版), 2023, 49(3):293-304. |
| THAKUR D, KUMAR Y, KUMAR A, et al. Applicability of Wireless Sensor Networks in Precision Agriculture:a Review[J]. Wireless Personal Communications, 2019, 107(1):471-512. |
| 孙京伟. 电子技术在现代装备机械中的运用[J]. 电子技术与软件工程, 2021(12):78-79. |
| LIU R Q, WANG Y S, LI DD, et al. A Simple, Low-Cost and Efficient?-CD/MWCNTS/CP-Based Electrochemical Sensor for the Rapid and Sensitive Detection of Methyl Parathion[J]. International Journal of Electrochemical Science, 2019, 14(10):9785-9795. |
| QIN LL, HE Y W, ZHAO X Y, et al. Preparation, Characterization, and in Vitro Sustained Release Profile of Resveratrol-Loaded Silica Aerogel[J]. Molecules, 2020, 25(12):2752. |
| 王梦迪, 何莉, 刘潜, 等. 基于小麦冠层无人机高光谱影像的农田土壤含水率估算[J]. 农业工程学报, 2023, 39(6):120-129. |
| KIM J, KIM S, JU C, et al. Unmanned Aerial Vehicles in Agriculture:a Review of Perspective of Platform, Control, and Applications[J]. IEEE Access, 2019, 7:105100-105115. |
| RAHMAN M F F, FAN S R, ZHANG Y, et al. A Comparative Study on Application of Unmanned Aerial Vehicle Systems in Agriculture[J]. Agriculture, 2021, 11(1):22. |
| MESSINA G, MODICA G. Applications of UAV Thermal Imagery in Precision Agriculture:State of the Art and Future Research Outlook[J]. Remote Sensing, 2020, 12(9):1491. |
| 周志艳, 明锐, 臧禹, 等. 中国农业航空发展现状及对策建议[J]. 农业工程学报, 2017, 33(20):1-13. |
| 杜蒙蒙, 刘颖超, 姬江涛, 等. 基于无人机与激光测距技术的农田地形测绘[J]. 农业工程学报, 2020, 36(22):60-67. |
| 翟长远, 杨硕, 王秀, 等. 农机装备智能测控技术研究现状与展望[J]. 农业机械学报, 2022, 53(4):1-20. |
| XIE BB, JIN Y C, FAHEEM M, et al. Research Progress of Autonomous Navigation Technology for Multi-Agricultural Scenes[J]. Computers and Electronics in Agriculture, 2023, 211:107963. |
| REHMAN A, SABA T, KASHIF M, et al. A Revisit of Internet of Things Technologies for Monitoring and Control Strategies in Smart Agriculture[J]. Agronomy, 2022, 12(1):127. |
| SU Y, WANG X P. Innovation of Agricultural Economic Management in the Process of Constructing Smart Agriculture by Big Data[J]. Sustainable Computing:Informatics and Systems, 2021, 31:100579. |
| 韩佳伟, 朱文颖, 张博, 等. 装备与信息协同促进现代智慧农业发展研究[J]. 中国工程科学, 2022, 24(1):55-63. |
| 黄冲, 刘万才, 姜玉英, 等. 农作物重大病虫害数字化监测预警系统研究[J]. 中国农机化学报, 2016, 37(5):196-199, 205. |
| KLEM K, SPITZER T. Prediction Model for Cabbage Stem weevilCeutorhynchuspallidactylusMrsh. Occurrence on Winter Rape Based on an Artificial Neural Network[J]. Agricultural and Forest Entomology, 2017, 19(3):302-308. |
| 蒋龙泉, 鲁帅, 冯瑞, 等. 基于多特征融合和SVM分类器的植物病虫害检测方法[J]. 计算机应用与软件, 2014, 31(12):186-190. |
| 汪浩然, 闫秀婧. 基于"3S"技术林业有害生物预警预报系统设计与实现[J]. 矿山测量, 2016, 44(5):28-31. |
| 王献锋, 张传雷, 张善文, 等. 基于自适应判别深度置信网络的棉花病虫害预测[J]. 农业工程学报, 2018, 34(14):157-164. |
| 高新浩, 刘斌. 基于机器视觉的鲜食玉米品质检测分类器设计与试验[J]. 农业工程学报, 2016, 32(1):298-303. |
| 李素, 郭兆春, 王聪, 等. 信息技术在农作物病虫害监测预警中的应用综述[J]. 江苏农业科学, 2018, 46(22):1-6. |
| 何雄奎. 高效植保机械与精准施药技术进展[J]. 植物保护学报, 2022, 49(1):389-397. |
| 何雄奎. 中国精准施药技术和装备研究现状及发展建议[J]. 智慧农业(中英文), 2020, 2(1):133-146. |
| WANG S L, LI X E, ZENG A J, et al. Effects of Adjuvants on Spraying Characteristics and Control Efficacy in Unmanned Aerial Application[J]. Agriculture, 2022, 12(2):138. |
| 兰玉彬, 闫瑜, 王宝聚, 等. 智能施药机器人关键技术研究现状及发展趋势[J]. 农业工程学报, 2022, 38(20):30-40. |
| QIAO B Y, HE X K, LIU Y J, et al. Maize Characteristics Estimation and Classification by Spectral Data under Two Soil Phosphorus Levels[J]. Remote Sensing, 2022, 14(3):493. |
| 翟长远, 赵春江, Ning Wang, 等. 果园风送喷雾精准控制方法研究进展[J]. 农业工程学报, 2018, 34(10):1-15. |
| HUANG Z, WANG C L, LI Y F, et al. Field Evaluation of Spray Drift and NontargetedSoybean Injury from Unmanned Aerial Spraying System Herbicide Application under Acceptable Operation Conditions[J]. Pest Management Science, 2023, 79(3):1140-1153. |
| LI T A, QI P, WANG Z C, et al. Evaluation of the Effects of Airflow Distribution Patterns on Deposit Coverage and Spray Penetration in Multi-Unit Air-Assisted Sprayer[J]. Agronomy, 2022, 12(4):944. |
| 戴奋奋. 风送喷雾机风量的选择与计算[J]. 植物保护, 2008, 34(6):124-127. |
| 李龙龙, 何雄奎, 宋坚利, 等. 基于变量喷雾的果园自动仿形喷雾机的设计与试验[J]. 农业工程学报, 2017, 33(1):70-76. |
| QI P, HE X K, LIU Y J, et al. Design and Test of Target-Oriented Profile Modeling of Unmanned Aerial Vehicle Spraying[J]. International Journal of Agricultural and Biological Engineering, 2022, 15(3):85-91. |
| 姜赛珂, 张美娜, 李雪, 等. 设施内自主移动装备导航控制技术研究进展[J]. 中国农机化学报, 2022, 43(3):159-169. |
| 曹征. 物联网技术在农业灌溉系统中的应用[J]. 中国果树, 2022(8):125. |
| RAIMONDI G, MAUCIERI C, TOFFANIN A, et al. Smart Fertilizers:What should we Mean and where should we Go?[J]. Italian Journal of Agronomy, 2021, 16(2):12-19. |
| 鲁旭涛, 张丽娜, 刘昊, 等. 智慧农业水田作物网络化精准灌溉系统设计[J]. 农业工程学报, 2021, 37(17):71-81. |
| LAVANYA G, RANI C, GANESHKUMAR P. An Automated Low Cost IoTBased Fertilizer Intimation System for Smart Agriculture[J]. Sustainable Computing:Informatics and Systems, 2020, 28:100300. |
| 周良富, 金永奎, 薛新宇. 电磁阀开关模式下文丘里施肥器吸肥特性研究[J]. 农业工程学报, 2019, 35(22):277-284. |
| NONGBET A, MISHRA A K, MOHANTA Y K, et al. Nanofertilizers:a Smart and Sustainable Attribute to Modern Agriculture[J]. Plants, 2022, 11(19):2587. |
| 戴秀, 王坚强, 任妮, 等. 智能水肥一体化管控平台的设计与实现[J]. 江苏农业科学, 2021, 49(18):177-181. |
| 鲁娟利, 姜建国, 李鹏伟. 基于Web数据挖掘的水肥一体机功能参数实现[J]. 农机化研究, 2022, 44(5):204-207. |
| 朱德兰, 阮汉铖, 吴普特, 等. 水肥一体机肥液电导率远程模糊PID控制策略[J]. 农业机械学报, 2022, 53(1):186-191. |
| 王海光. 智慧植保及其发展建议[J]. 中国农业大学学报, 2022, 27(10):1-21. |
| YANG X, SHU L, CHEN J N, et al. A Survey on Smart Agriculture:Development Modes, Technologies, and Security and Privacy Challenges[J]. IEEE/CAA Journal of Automatica Sinica, 2020, 8(2):273-302. |