姓名：胡瑾

职称：教授

办公室：信息学院113

邮箱：hujin007@nwsuaf.edu.cn

基本信息：

1980年生，女, 九三学社, 教授, 博士，博士生导师。神农青年英才，农业农村部农业物联网重点实验室主任、陕西高等学校青年创新团队负责人。

中国人工智能学会智能农业专委会委员，中国农业机械学会物理农业分委会常委委员，主要从事传感器与智能决策，以及人工智能技术方面的理论与应用研究。主持包括国家自然科学面上基金/青年基金、国家重点研发子课题等在内的省部级以上项目10余项，已发表第一作者/通讯作者发表SCI/EI收录论文近70篇余篇。

研究方向：

[1] 多模态信息融合与三维图谱表型分析方法研究

[2] 多尺度时空信息分析与智能决策智能服务技术

[3] 智能物联网数据分析与智能管控方法与装备研究

[4] 基于人工智能的多组学耦合基因选择和可解释分析方法

开设课程：

数字逻辑、电路、电子技术课程设计、科研基本方法、农业物联网等

荣誉获奖

（1）农业部神农青年英才 2025年

（2）陕西省高等学校科学技术优秀成果奖一等奖，面向作物需求的设施环境多因子协同调控技术与装备研发，1/11,2022

（3）陕西省教学成果一等奖1项，3 /7, 2018.

（4） 指导学生获得第十四届“挑战杯”中国大学生创业计划竞赛国家金奖1项.

（5）获全国大学生“挑战杯”国家二等奖一项，三等奖3项，获全国总决赛优秀指导教师。

（6）获连续获得第十、十一、十二、十五届中国研究生电子设计竞赛国家一等奖4项，获全国总决赛优秀指导教师。

（7）西北农林科技大学优秀研究生导师，2025.

（8）西北农林科技大学研究生教学成果一等奖1项，1/8，2025

（9）获全国大学生智能农业装备创新大赛国家一等奖两项。

（10）陕西省第十八届中国科协年会全国科技工作者创新创业大赛（陕西赛区）银奖。

学术成果：

1.成果鉴定

本人主持完成的“面向作物需求的设施环境高效精准调控技术研发与应用”通过了农业工程学会组织的评价，成果得到了以中国工程院院士罗锡文院士为组长的专家组的高度评价，专家组一致认为，该成果整体技术达到国际先进水平，其中生理与生境信息融合的设施作物参数自适应调控建模方法达到国际领先水平。

2.近年5年以第一作者/通讯作者发表部分SCI/EI检索论文（部分中科院1区和2区）

[1] Pan Gao, Yongxia Yang, Huimin Li, Jinghua Xu, Shijie Tian, Jin Hu*. 2026. Preference-informed multi-objective optimization for energy-saving light environment in greenhouse cucumber seedlings. Expert Systems With Applications. 中科院一区TOP, IF=7.5. (Accept)

[2] Lu Miao, Haoling Liu, Jinghua Xu, Huimin Li, Pan Gao, Hanping Mao, Jin Hu*. 2025. A hybrid approach using Chained-SVR, MODE and DEA to optimize environmental control values in plant factories. Computers and Electronics in Agriculture .233, 110211. 中科院一区TOP, IF=8.9.

[3] Pan Gao , Miao Lu , Yongxia Yang , Huimin Li , Shijie Tian , Jin Hu*. 2025.A predictive model of photosynthetic rates for eggplants: Integrating physiological and environmental parameters. Computers and Electronics in Agriculture.234, 110241. 中科院一区TOP, IF=8.9.

[4] Huimin Li, Ziyuan Wei, Miao Lu, Pan Gao, Zhangtong Sun, Huarui Wu, Jin Hu*. 2025. A high-efficiency regulation method for optimal root zone temperature under different nitrogen fertilizer using discrete curvature. Computers and Electronics in Agriculture. 237, 110714. 中科院一区TOP, IF=8.9.

[5] Haoling Liu, Kekun Zhang, Miao Lu, Yihang Li, Shijie Tian, Jin Hu*, Yulin Fang. 2025. Detecting Soluble Solids Content of Individual Berries Using Image Depth Correction in Hyperspectral Imaging of Grape Clusters. Food Control. 178, 111473. 中科院一区TOP, IF=6.3.

[6] Pan Gao, Miao Lu, Yongxia Yang, Huarui Wu*, Hanping Mao, Jin Hu*. 2024. Greenhouse light and CO2 regulation considering cost and photosynthesis rate using i-nsGA II. Expert Systems With Applications. 237, 121680. 中科院一区TOP, IF=7.5.

[7] Wang Tianben, Wang Zhishen, Liu Xiantao, Liu Wenbo, Wang Leye, Zheng Yuanqing, Hu Jin*, Gu Tao and Zhang Daqing. 2023. OmniResMonitor: Omnimonitoring of Human Respiration using Acoustic Multipath Reflection. IEEE Trans. on Mobile Computing. 5(23), 3876-3889. 中国计算机学会CCF A, 中国电子学会CIE T1,中科院一区,IF=9.2.

[8] Wang Tianben, Li Zhangben, Liu Xiantao, Gu Tao, Yan HongHao, Lv Jing, Hu Jin*and Zhang Daqing. 2023. MultiResp: Robust Respiration Monitoring for Multiple Users using Acoustic Signal. IEEE Trans. on Mobile Computing. 5(23), 3785-3801.  中国计算机学会CCF A, 中国电子学会CIE T1,中科院一区，IF=9.2.

[9] Pan Gao, Miao Lu, Jinghua Xu, Hongming Zhang, Yanfeng Li , Jin Hu* . 2024. IPECM Platform: An open-source software for greenhouse environment regulation using machine learning and optimization algorithm. Computers and Electronics in Agriculture. 217, 108564. 中科院一区TOP, IF=8.9.

[10] Peizhe Li, Zhangtong Sun, Yongxia Yang, Miao Lu,Huimin Li, Jin Hu* . 2024. Determining Optimal Nitrogen Concentration Intervals Throughout Lettuce Growth Using Fluorescence Parameters. Computers and Electronics in Agriculture. 226: 109438. 中科院一区TOP, IF=8.9.

[11] Ziyuan Wei, Haoling Liu, Jinghua Xu, Yihang Li, Jin Hu*, Shijie Tian*. 2024. Quality grading method for Pleurotus eryngii during postharvest storage based on hyperspectral imaging and multiple quality indicators. Food Control.166, 110763. 中科院一区TOP, IF=6.3.

[12] Miao Lu, Haoyu Wang, Jinghua Xu, Ziyuan Wei, Yihang Li, Jin Hu*,Shijie Tian*.2024. A Vis/NIRS device for evaluating leaf nitrogen content using K-means algorithm and feature extraction methods. Computers and Electronics in Agriculture.225: 109301. 中科院一区TOP, IF=8.9.

[13] Haoling Liu, Ziyuan Wei, Miao Lu, Pan Gao, Jiangkuo Li, Juan Zhao, Jin Hu*. 2024. A Vis/NIR device for detecting moldy apple cores using spectral shape features. Computers and Electronics in Agriculture.220: 108898. 中科院一区TOP, IF=8.9.

[14] Danyan Chen, Junhua Zhang, Zhangtong Sun, Zhongxiong Zhang, Jin Hu*. 2023. Multi-objective optimal regulation model and system based on whole plant photosynthesis and light use efficiency of lettuce. Computers and Electronics in Agriculture. 206, 107617. 中科院一区TOP, IF=8.9.

[15] Yongxia Yang,Pan Gao, Zhangtong Sun,Haoyu Wang,Miao Lu,Yingying Liu*,Jin Hu*.2023.Multistep ahead prediction of temperature and humidity in solar greenhouse based on FAM-LSTM model. Computers and Electronics in Agriculture. 213: 108261. 中科院一区TOP, IF=8.9.

[16] Pan Gao, Miao Lu, Huimin Li, Hanping Mao, Jin Hu*, Huarui Wu*. 2023. Greenhouse environmental control target constrained by discrete surface curvature and multi-objective optimization algorithm. Computers and Electronics in Agriculture, 215: 108431. 中科院一区TOP, IF=8.9.

[17] Miao Lu, Pan Gao, Huimin Li, Zhangtong Sun, Ning Yang, Jin Hu*. 2023. An optimization approach for environmental control using quantum genetic algorithm and support vector regression. Computers and Electronics in Agriculture, 215:108432. 中科院一区TOP, IF=8.9.

[18] Junying Hou, Yuanfang Li, Zhangtong Sun, Haoyu Wang, Miao Lu, Jin Hu*, Huarui Wu. 2023. A cooperative regulation method for greenhouse soil moisture and light using Gaussian curvature and machine learning algorithms. Computers and Electronics in Agriculture, 215:10845. 中科院一区TOP, IF=8.9.

[19] Zhongxiong Zhang Haoling Liu, Zichao Wei, Miao Lu, Yuge Pu, Liulei Pan,Zuojing Zhang, Juan Zhao*, Jin Hu*.2023.A transfer learning method for spectral model of moldy apples from different origins. Food Control.150, 109731.中科院一区TOP, IF=6.3.

[20] Pan Gao, Ziwei Tian, Youqi Lu, Miao Lu, Haihui Zhang, Huarui Wu, Jin Hu*. 2022. A decision- making model for light environment control of tomato seedlings aiming at the knee point of light-response curves. Computers and Electronics in Agriculture. 198, 107103. 中科院一区TOP, IF=8.9.

[21] Zhongxiong Zhang, Haoling Liu, Danyan Chen, Junhua Zhang, Hao Li, Maosheng Shen, Yuge Pu, Zuojing Zhang, Juan Zhao, Jin Hu*. 2022. SMOTE-based method for balanced spectral nondestructive detection of moldy apple core. Food Control. 141, 109100. 中科院一区TOP, IF=6.3.

[22] Pan Gao, Bin Li, Jinghua Bai, Miao Lu, Pan Feng, Huarui Wu, Jin Hu*. 2021. Method for optimizing controlled conditions of plant growth using U-chord curvature. Computers and Electronics in Agriculture. 185, 106141. 中科院一区TOP, IF=8.9.

[23] Yongxia Yang; Pan Gao; Zhangtong Sun; Hangxing Liu; Jin Hu*. 2025. Graph-Based Multiple Environmental Prediction Model for mushroom house IoT system using spatial-temporal fusion strategy. IEEE Internet of Things Journal. 12 (12, 15), 34434-34445. 中科院二区TOP, IF=8.9

[24] Sun, zhangtong; Yang, Yongxia; Lu, Miao; Li, Hui-Min; Peng, Jie-Xiao; Tian, Shi-Jie; Hu, Jin*; Gao, Pan*. 2025. Real-Time Nitrogen Regulation via loT Edge Computing: AChlorophyll Fluorescence-Driven Framework for SustainablePlant Factories. IEEE Internet of Things Journal. 12 (16,15), 34434-34445. 中科院二区TOP, IF=8.9

[25] Miao Lu, Haoling Liu, Yongxia Yang, Huimin Li, Pan Gao, and Jin Hu*. Multi-Objective Optimization and Decision-Making of Low-Carbon Environmental Parameters in AIoTEnabled Controlled Environment Agriculture. IEEE Internet of Things Journal. 12(23), 49160-49173. 中科院二区TOP, IF=8.9

[26] Miao Lu, Haoling Liu, Huimin Li,Yongxia Yang, Zhangtong Sun, Pan Gao, and Jin Hu*. 2025. Method for estimating single-leaf photosynthesis in crops considering few-shot learning and uncertainty prediction. Biosystems engineering. 257, 104212. 中科院二区TOP, IF=5.3

[27] Miao Lu,Pan Gao, Jin Hu*, Junying Hou,Dong Wang*. 2023. A classification method of stress in plants using unsupervised learning algorithm and chlorophyll fluorescence technology.2023.Frontiers in Plant Science, 14: 1202092.中科院二区, IF=4.8

[28] Danyan Chen, Junhua Zhang, Zhongxiong Zhang, Xiangbei Wan, Jin Hu*. 2022. Analyzing the effect of light on lettuce Fv/Fm and growth by machine learning. Scientia Horticulturae. 306, 111444. 中科院二区，IF=4.2

[29] Danyan Chen, Junhua Zhang, Bo Zhang, Zhisheng Wang, Libo Xing, Haihui Zhang, Jin Hu*. 2022. Obtaining a light intensity regulation target value based on the tomato dry weight model. Scientia Horticulturae. 295, 110879.中科院二区，IF=4.2

[30] Zhongxiong Zhang, Yuge Pu, Zichao Wei, Haoling Liu, Dongli Zhang, Bo Zhang, Zuojing Zhang, Juan Zhao, Jin Hu*. 2022. Combination of interactance and transmittance modes of Vis/NIR spectroscopy improved the performance of PLS-DA model for moldy apple core. Infrared Physics and Technology. 126, 104366.中科院二区.IF=3.4

[31] Danyan Chen, Kaikai Yuan, Junhua Zhang, Zhisheng Wang, Zhangtong Sun, Haihui Zhang, Hu Jin*. 2021. Response analysis of fluorescence parameters of tomato seedlings oriented to vertical light environment adaptation. Plant Science. 314, 111118. 中科院二区. IF=4.1

2.授权发明专利（第一发明人授权）

[1] 胡瑾,何东健,张海辉,梁岩,代建国,刘翔,陶彦蓉. 基于生长模型的设施番茄补光调控方法与系统.  ZL201410210032.4.

[2] 胡瑾,张海辉,张珍,辛萍萍,王智永,张斯威,张盼. 基于最优光质和光子通量密度的需光量实时动态获取方法.  ZL201710237014.9.

[3] 胡瑾,张海辉,来海滨,张盼,辛萍萍,张仲雄. 一种面向作物整株需光差异的多通道补光调控方法与系统.  ZL201810304781.1.

[4] 胡瑾,魏子朝,张仲雄,完香蓓,陈智维. 一种融合光照频率与占空比的嵌入式设施光环境优化调控系统. ZL201811358667.3.[5] 胡瑾,张海辉,辛萍萍,张盼,简丽蓉,陈晨,王智永. 基于适宜根温区间的水培蔬菜光环境高效调控方法与系统.  ZL201710399549.6.

[6] 胡瑾,辛萍萍,田紫薇,张海辉,刘行行,卢有琦,汪健康. 融合效率约束的设施二氧化碳目标值的优化调控模型的构建与应用. 发明专利：ZL201711494147.0.

[7] 胡瑾,张仲雄,张海辉,辛萍萍,张盼,白京华,来海滨. 一种融合随机森林算法的设施光环境调控方法. ZL201810304729.6.

[8] 胡瑾,高攀,荆昊男,卢苗,完香蓓. 一种光质优先的设施光环境调控方法.ZL202010983695.5.

[9] 胡瑾,白京华,张海辉,高攀,张仲雄,辛萍萍,来海滨,张盼. 一种基于调控效益优先的二维联合调控目标区域的获取方法.ZL201811031904.5

[10] 胡瑾;卢有琦;雷文晔;魏子朝;高攀;张瑶嘉.面向碳中和需求的效率最优温室植物调控方法.ZL 202110998843.5

[11] 胡瑾;高攀;陈丹艳;张盼;李斌;张海辉.融合叶片光合潜能的光合速率预测方法.ZL201910576601.X

[12]胡瑾;完香蓓;隆星月;邓一飞;陈丹艳.水分利用率与光合速率协同的温室作物需水调控方法.ZL 202010653535.4

[13]胡瑾;陈丹艳;张军华;汪志胜.一种基于密度分布特征的CO2范围寻优方法. ZL202011633857.9.

[14]胡瑾;卢苗;完香蓓;袁凯凯;高攀;李斌.一种基于QGA-SVR的冷害黄瓜PSII潜在活性预测方法.ZL 202110042909.3

[15] 胡瑾;高攀;卢苗;侯军英;李慧敏;蒲六如.一种设施光与二氧化碳环境协同调控方法.ZL 202210795688.1

[16] 胡瑾;卢苗;魏子朝;雷文晔;卢有琦.一种基于叶绿素荧光技术的作物冷损伤程度分级方法.ZL 202111234711.1

 [17] 胡瑾,高攀,卢苗,侯军英,李慧敏,蒲六如. 一种设施光与二氧化碳环境协同调控方法. ZL 202210795688.1.

 [18] 胡瑾，雷文晔，刘行行，卢有琦，魏子朝，杨永霞.一种基于小样本的设施温室温度预测方法.ZL202211552061.X

4.近年主持的主要课题

[1] 国家自然科学基金面上项目，面向不同需求的长短时光合生理参量协同设施环境智能调控方法，国家自然科学委，50万

[2]国家重点研发子课题，科技部，新媒体多端共融专家知识培训系统研发及应用. 97万

[3] 国家重点研发子课题，科技部，耦合多模态信息的戈壁沙漠设施园艺自洽式调控策略生成平台研发.70万

[4] 国家GG项目子课题，农业农村部，耦合****研究（保密）.200万

[5] 国家自然科学基金青年项目，国家自然科学基金委，设施园艺光环境多因子耦合智能调控模型与方法研究. 24万

[6] 陕西省重点研发计划项目，陕西省科技厅，重点产业链项目.融合作物调控模型的设施环境智能系统.校企联合/校内课题. 48万

[7] 陕西省重点研发计划项目,陕西省科技厅，重点产业创新链.农业灌溉智慧化管理信息系统研究与示范.校企联合/校内课题. 28万

[8] 中央引导地方项目，陕西省科技厅, 品种-生境互作下小麦全生育期产量敏感表型解析与综合评价.40万

[9] 重点实验室开放课题，北京农林科学院，设施黄瓜生育模型与土水肥智能化决策系统研发.50万