杨武德｜山西农业大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

基于多角度高光谱与小波变换的冬小麦LAI监测

白燕，及嘉兴，闫晓斌，白娟，乔星星，赵钰，王超，冯美臣，肖璐洁，宋晓彦，张美俊，杨武德，李广信

《作物杂志》

2026

基于改进EfficientNet和迁移学习的绿豆叶片病害智能化识别

贾瑶镟，黄坤明，杨钰超，王超，冯美臣，杨武德

《农机化研究》

DOI

2026

智慧农业专业“四维协同”育人体系的构建与实践——以山西农业大学为例

王超，李宇航，乔星星，赵钰，肖璐洁，郭数进，张意奉，杨武德，冯美臣

《智慧农业导刊》

DOI

2026

精确农业概论课程思政教学改革探索与实践路径

肖璐洁，杨武德，冯美臣，王超

《农业技术与装备》

2026

新农科背景下智慧农业专业课程群建设与教学实践研究

赵钰，王超，乔星星，肖璐洁，杨武德，冯美臣

《智慧农业导刊》

DOI

2026

土壤水分对数字图像估算土壤有机碳的影响

王梓阳，贾浩，赵钰，张美俊，冯美臣，王超，杨武德

《作物杂志》

DOI

2026

基于改进YOLOv8的绿豆叶片主要病害检测研究

王超，杨钰超，郭思宇，贾瑶镟，陈艳霞，赵钰，乔星星，肖璐洁，冯美臣，杨武德

《生物技术通报》

2026

Non-destructive determination of freeze-thaw cycles in Larimichthys crocea using hyperspectral imaging of fish eye and a cross-modal deep learning approach

Kai Yan, Wude Yang, Tianzhe Wen, Wenkai Wang, Siyuan He, Ming-Qian Tan, Xiao-Yang He, Yang Liu, Hui-Hui Wang

Food Control

DOI

2026

Enhanced U-Net with Chest-Cavity–Guided Localization: A Dual-Stage Network for Accurate Backfat Thickness Estimation in Pig Carcasses

Liukui Duan, Wude Yang, Liuqian Gao, Wenyu Zhang, Siyuan He, Gaobin Li, Hao Yuan, Yang Liu, Xu Zhang, Huihui Wang

Journal of Biosystems Engineering

DOI

2026

Automated detection for chicken carcass quality control: A deep learning approach with multiscale feature fusion localisation and optimised defect recognition

Juan-Fang Bao, Wude Yang, Wenyu Zhang, Liuqian Gao, Song Yang, Xian-Qiang Wang, Yang Liu, Huihui Wang

Biosystems Engineering

DOI

2026

Hyperspectral monitoring of winter wheat aboveground biomass and net primary productivity under controlled water-deficit conditions

Zhigang Wang, Yining Li, Hu Zhang, Yani He, Xingxing Qiao, Jin Tong, Meichen Feng, Wude Yang, Chao Wang, Sha Yang

Agricultural Water Management

DOI

2026

Combining Spectral Preprocessing With Joint Wavelength Selection to Improve the Accuracy of Carbon and Nitrogen Assessments in Farmland Soils in the Loess Plateau Area of China

Xingxing Qiao, Peifan Lou, Yi Chen, Mingyu Zong, Sha Yang, Y.X. Wang, Yue Zhao, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Xiaoxian Zhang, Wude Yang, Chao Wang

Land Degradation and Development

DOI

2026

Bivariate assimilation of Sentinel‐2 data into the CERES‐Wheat model for winter wheat yield estimation

Xingxing Qiao, Chunrui Gao, Yu Chen, Binjie He, Zhen Zhang, Zhengchun Liu, Yu Zhao, Meichen Feng, Fahad Shafiq, Lujie Xiao, Xiaoyan Song, Mingxing Qin, Ning Jin, Wude Yang, C. WANG

Agronomy Journal

DOI

2025

不同施肥方式对水稻氮磷养分积累及肥料利用率的影响

梁子豪，杨晓磊，梁硕硕，杨武德，史超超，沙之敏

《上海农业学报》

2025

“四位一体”育人模式助力高等农林院校来华研究生高质量培养

王超，乔星星，冯美臣，朱慧森，范秉相，杨武德

《智慧农业导刊》

DOI

2025

不同施氮水平下冬小麦叶片氮含量的高光谱遥感监测

郭新惠，乔星星，赵钰，王超，冯美臣，肖璐洁，宋晓彦，张美俊，杨武德，李广信

《山西农业科学》

2025

Multimodal fusion of low-field NMR and hyperspectral data for pork freshness detection

Wude Yang, Kai Yan, Wenyu Zhang, Song Yang, Zekun Tan, Qianqian Sui, Xiaoyu Xu, Yang Liu, Xu Zhang, Huihui Wang

Journal of Food Composition and Analysis

DOI

2025

Computer Vision-Based Deep Learning Modeling for Salmon Part Segmentation and Defect Identification

Chunxu Zhang, Yuan Zhao, Wude Yang, Liuqian Gao, Wenyu Zhang, Yang Liu, Xu Zhang, Huihui Wang

Foods

DOI

2024

农田土壤有机碳高光谱特征及定量监测研究

杨林婧，杨莎，张圣杨，张文颜，左圆，闫碧瑶，杨武德

《激光生物学报》

2024

干旱胁迫下冬小麦叶面积指数的高光谱监测

陈艳霞，闫晓斌，王超，冯美臣，肖璐洁，杨武德

《山西农业科学》

2024

智慧农业产业学院“1234”产教融合协同育人模式

王超，冯美臣，乔星星，郭新惠，贾瑶镟，肖璐洁，赵钰，郭数进，杨武德

《智慧农业导刊》

2024

钝学累功鸿业远图：农业生态学与生态农业探索

陈欣，唐建军，李萍萍，杨武德，骆世明

《浙江大学学报(农业与生命科学版)》

2024

基于数据同化系统的作物产量预测研究进展

赵钰，杨武德，段丹丹，冯美臣，王超

《浙江大学学报(农业与生命科学版)》

2024

Estimation of winter wheat LAI based on color indices and texture features of RGB images taken by UAV

Hao Li, Xiaobin Yan, Pengyan Su, Yiming Su, Junfeng Li, Zixin Xu, Chunrui Gao, Yu Zhao, Meichen Feng, Fahad Shafiq, Lujie Xiao, Wude Yang, Xingxing Qiao, Chao Wang

Journal of the Science of Food and Agriculture

DOI

2024

Estimation of Millet Aboveground Biomass Utilizing Multi-Source UAV Image Feature Fusion

Zhongyu Yang, Zirui Yu, Xiaoyun Wang, W. Yan, Shijie Sun, Meichen Feng, Jingjing Sun, Pengyan Su, Xinkai Sun, Zhigang Wang, Chenbo Yang, Chao Wang, Yu Zhao, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Wude Yang

Agronomy

DOI

2024

A model for the detection of β-glucan content in oat grain based on near infrared spectroscopy

Zhongyu Yang, Ze Cheng, Pengyan Su, Chao Wang, Minxing Qin, Xiaoyan Song, Lujie Xiao, Wude Yang, Meichen Feng, Meijun Zhang

Journal of Food Composition and Analysis

DOI

2023

典型山西黄土高原区土壤有机质的空间异质性及空间插值预测

张小美，高春瑞，闫晓斌，杨莎，乔星星，王超，杨武德，Fahad Shafiq，冯美臣，李广信

《山西农业科学》

2023

施用有机肥对谷子产量、品质及经济效益的影响

夏凡，李翠芳，王志刚，王超，宋晓彦，孙晶京，穆婷婷，杨武德，冯美臣

《山西农业科学》

2023

基于高光谱技术的土壤蛋白酶活性估测

王亚新，杨莎，乔星星，王超，冯美臣，肖璐洁，宋晓彦，张美俊，杨武德

《山西农业科学》

2023

高等农业院校来华留学研究生培养模式探索

王超，冯美臣，杨武德

《教育教学论坛》

2023

叶面喷硒对燕麦品种硒积累的影响及品种综合性状评价

李越，宁丹，吕玉峰，张斌，薛志强，贾举庆，冯美臣，宋晓彦，张美俊，杨武德

《作物杂志》

2023

土壤水分的高光谱响应特性及定量监测研究

张海涛，闫晓斌，冯美臣，杨武德，肖璐洁，宋晓彦，张美俊，王乐乐，王超

《作物杂志》

2023

聚焦交叉学科谱“三农”新乐章——以山西农业大学交叉学科专业为例

刘振宇，杨武德，孟俊龙

《山西教育》

2022

Hyperspectral response and monitoring study of soil moisture content based on the optimized spectral index

Xiaobin Yan, Xingxing Qiao, Sha Yang, Meichen Feng, Xiaoyan Song, Meijun Zhang, Lujie Xiao, Zhou Zhang, Fahad Shafiq, Wude Yang, Chao Wang

Soil Science Society of America Journal

DOI

2022

Evaluation of data pre-processing and regression models for precise estimation of soil organic carbon using Vis–NIR spectroscopy

Yaxin Wang, Sha Yang, Xiaobin Yan, Chenbo Yang, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Fahad Shafiq, Hui Sun, Guangxin Li, Wude Yang, Chao Wang

Journal of Soils and Sediments

DOI

2022

Effects of Applying Different Doses of Selenite to Soil and Foliar at Different Growth Stage on Selenium Content and Yield of Different Oat Varieties

Shuangnan Hao, Panfeng Liu, Jie Qin, Lifang Song, Wude Yang, Meichen Feng, Meijun Zhang, Chao Wang, Xiaoyan Song

Plants

DOI

2022

Interactive effects of conservation tillage on the aggregate stability and soil organic carbon

Sha Yang, Yaxin Wang, Zhigang Wang, Xiaobin Yan, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Guangxin Li, Fahad Shafiq, Wude Yang, Chao Wang

Journal of Plant Nutrition and Soil Science

DOI

2022

Effects of selenium application concentration, period and method on the selenium content and grain yield of Tartary buckwheat of different varieties

Panfeng Liu, Lifang Song, Shuangnan Hao, Jie Qin, Chenbo Yang, Wude Yang, Meichen Feng, Meijun Zhang, Chao Wang, Xiaoyan Song

Journal of the Science of Food and Agriculture

DOI

2022

Hyperspectral estimation of canopy chlorophyll of winter wheat by using the optimized vegetation indices

Xuan Zhang, Hui Sun, Xingxing Qiao, Xiaobin Yan, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Fahad Shafiq, Wude Yang, Chao Wang

Computers and Electronics in Agriculture

DOI

2021

Hyperspectral estimation of soil organic matter and clay content in loess plateau of China

Chao Wang, Xingxing Qiao, Guangxin Li, Meichen Feng, Yongkai Xie, Hui Sun, Meijun Zhang, Xiaoyan Song, Lujie Xiao, Sumera Anwar, Wude Yang

Agronomy Journal

DOI

2020

Hyperspectral monitor on chlorophyll density in winter wheat under water stress

Yongkai Xie, Meichen Feng, Chao Wang, Wude Yang, Hui Sun, Chenbo Yang, Binghan Jing, Xingxing Qiao, Muhammad Saleem Kubar, Jinyao Song

Agronomy Journal

DOI

2020

An efficient variable selection method based on random frog for the multivariate calibration of NIR spectra

Jingjing Sun, Wude Yang, Meichen Feng, Qifang Liu, Muhammad Saleem Kubar

RSC Advances

DOI

2018

Spatial variation and predictions of soil organic matter and total nitrogen based on VNIR reflectance in a basin of Chinese Loess Plateau

Hongfen Zhu, Zhanjunm Xu, Yaodong Jing, Rutian Bi, Wude Yang

Journal of soil science and plant nutrition

DOI

2016

Use of Spectral Character to Evaluate Soil Organic Matter

Chao Wang, Meichen Feng, Wude Yang, Guangwei Ding, Wang Hui-qin, Zhihua Li, Hui Sun, Chao-chao Shi

Soil Science Society of America Journal

DOI

2014

燕麦EST数据库中Ty1-copia和Ty3-gypsy型反转录转座子的频数分析

郭红媛，贾举庆，张莉，靳艳婷，侯莎莎，杨武德

《中国农业大学学报》

2014

药用植物苦参SSR-PCR体系的优化与验证

段永红，渠云芳，王长彪，毕红园，王玉庆，孙毅，杨武德

《中国农业大学学报》

2013

Study on the Spatial – Temporal Variability of Soil Nutrients during Winter Wheat Growth Season

Bei Cui, Wude Yang, Meichen Feng, Wenjiang Huang, Xiaoyu Song

IFIP advances in information and communication technology

DOI

2002

21世纪的作物名星—荞麦

杨利艳，杨武德

《世界农业》，No. 1

下载原文

会议论文

2023

山西有机旱作农业发展对策

杨武德

《第二十届中国作物学会学术年会》

预印本

2026

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Yuchao Yang, Yanxia Chen, Peifan Lou, Binjie He, Bei Tie, Yu Zhao, MeiChen FANG, Lujie Xiao, Wude Yang, Xiaoyan Song, Meijun Zhang, Yongkai Xie, William Rickard, Xingxing Qiao, Chao Wang

SSRN Electronic Journal

DOI

2024

Hyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithmshyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithms

Xiaobin Yan, Yanxia Chen, Yiming Su, Hao Li, meng wang, Zhigang Wang, Sha Yang, MeiChen FANG, Xingxing Qiao, Yu Zhao, Lujie Xiao, Meijun Zhang, Xiaoyan Song, Chao Wang, Wude Yang

SSRN Electronic Journal

DOI

2024

Funneliformis Mosseae and Phosphorus Fertigation: A Combined Strategy for Enhancing Oat Tolerance to Drought

Bin Zhang, Haocheng Zhang, Xueqin Li, Tian Qiao, MeiChen FANG, Chao Wang, Xiaoyan Song, Wude Yang, Fahad Shafiq, Meijun Zhang

SSRN Electronic Journal

DOI

2023

Analyzing protein concentration from intact wheat caryopsis using hyperspectral reflectance

X. M. Zhang, Xiaoxiang Hou, Yiming Su, XiaoBin Yan, Xingxing Qiao, Wude Yang, Meichen Feng, Huihua Kong, Zhou Zhang, Fahad Shafiq, Wenjie Han, Guangxin Li, Ping Chen, Chao Wang

Research Square

DOI

2023

Hyperspectral Monitoring of Growth and Physiology Parameters of Winter Wheat Based on Different Quantification Methods

Wang Zhigang, Sha Yang, MeiChen FANG, Wude Yang

SSRN Electronic Journal

DOI

2023

Estimation on Leaf Chlorophyll Content of Soybean by Using Spectral Resampling Technique and Machine Learning Algorithms

ChunRui GAO, Hao Li, Jiachen Wang, Xin Zhang, Kunming Huang, Xiaoyan Song, Wude Yang, MeiChen FANG, Lujie Xiao, Yu Zhao, Fahad Shafiq, Xingxing Qiao, Chao Wang, Fangzhou Li

SSRN Electronic Journal

DOI

2023

Field Scale Assessment of Winter Wheat Yield in Loess Plateau of China by Assimilating the Dssat Model and Sentinel-2 Data with Enkf Algorithm

Chao Wang, ChunRui GAO, Jiaxue Zhang, Yingchao Hao, Yaoxuan Jia, Zhen Zhang, Zhengchun Liu, Yu Ling Zhao, MeiChen FANG, Fahad Shafiq, Chenbo Yang, Lujie Xiao, Xiaoyan Song, Mingxing Qin, Ning Jin, Wude Yang, Xingxing Qiao

SSRN Electronic Journal

DOI

此主页由公开资料整理，尚未经学者本人认领。

精选作品

期刊论文

基于多角度高光谱与小波变换的冬小麦LAI监测

基于改进EfficientNet和迁移学习的绿豆叶片病害智能化识别

智慧农业专业“四维协同”育人体系的构建与实践——以山西农业大学为例

精确农业概论课程思政教学改革探索与实践路径

新农科背景下智慧农业专业课程群建设与教学实践研究

土壤水分对数字图像估算土壤有机碳的影响

基于改进YOLOv8的绿豆叶片主要病害检测研究

Non-destructive determination of freeze-thaw cycles in Larimichthys crocea using hyperspectral imaging of fish eye and a cross-modal deep learning approach

Enhanced U-Net with Chest-Cavity–Guided Localization: A Dual-Stage Network for Accurate Backfat Thickness Estimation in Pig Carcasses

Automated detection for chicken carcass quality control: A deep learning approach with multiscale feature fusion localisation and optimised defect recognition

Hyperspectral monitoring of winter wheat aboveground biomass and net primary productivity under controlled water-deficit conditions

Combining Spectral Preprocessing With Joint Wavelength Selection to Improve the Accuracy of Carbon and Nitrogen Assessments in Farmland Soils in the Loess Plateau Area of China

Bivariate assimilation of Sentinel‐2 data into the CERES‐Wheat model for winter wheat yield estimation

不同施肥方式对水稻氮磷养分积累及肥料利用率的影响

“四位一体”育人模式助力高等农林院校来华研究生高质量培养

不同施氮水平下冬小麦叶片氮含量的高光谱遥感监测

Multimodal fusion of low-field NMR and hyperspectral data for pork freshness detection

Computer Vision-Based Deep Learning Modeling for Salmon Part Segmentation and Defect Identification

农田土壤有机碳高光谱特征及定量监测研究

干旱胁迫下冬小麦叶面积指数的高光谱监测

智慧农业产业学院“1234”产教融合协同育人模式

钝学累功 鸿业远图：农业生态学与生态农业探索

基于数据同化系统的作物产量预测研究进展

Estimation of winter wheat LAI based on color indices and texture features of RGB images taken by UAV

Estimation of Millet Aboveground Biomass Utilizing Multi-Source UAV Image Feature Fusion

A model for the detection of β-glucan content in oat grain based on near infrared spectroscopy

典型山西黄土高原区土壤有机质的空间异质性及空间插值预测

施用有机肥对谷子产量、品质及经济效益的影响

基于高光谱技术的土壤蛋白酶活性估测

高等农业院校来华留学研究生培养模式探索

叶面喷硒对燕麦品种硒积累的影响及品种综合性状评价

土壤水分的高光谱响应特性及定量监测研究

聚焦交叉学科 谱“三农”新乐章——以山西农业大学交叉学科专业为例

Hyperspectral response and monitoring study of soil moisture content based on the optimized spectral index

Evaluation of data pre-processing and regression models for precise estimation of soil organic carbon using Vis–NIR spectroscopy

Effects of Applying Different Doses of Selenite to Soil and Foliar at Different Growth Stage on Selenium Content and Yield of Different Oat Varieties

Interactive effects of conservation tillage on the aggregate stability and soil organic carbon

Effects of selenium application concentration, period and method on the selenium content and grain yield of Tartary buckwheat of different varieties

Hyperspectral estimation of canopy chlorophyll of winter wheat by using the optimized vegetation indices

Hyperspectral estimation of soil organic matter and clay content in loess plateau of China

Hyperspectral monitor on chlorophyll density in winter wheat under water stress

An efficient variable selection method based on random frog for the multivariate calibration of NIR spectra

Spatial variation and predictions of soil organic matter and total nitrogen based on VNIR reflectance in a basin of Chinese Loess Plateau

Use of Spectral Character to Evaluate Soil Organic Matter

燕麦EST数据库中Ty1-copia和Ty3-gypsy型反转录转座子的频数分析

药用植物苦参SSR-PCR体系的优化与验证

Study on the Spatial – Temporal Variability of Soil Nutrients during Winter Wheat Growth Season

21世纪的作物名星—荞麦

会议论文

山西有机旱作农业发展对策

预印本

Research on Precise Identification of Wheat Pests and Diseases Based on an Enhanced VGG16 Model and Transfer Learning

Hyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithmshyperspectral Estimation on the Photosynthetic Phenotype of Winter Wheat Under Drought Stress Using Machine Learning Algorithms

Funneliformis Mosseae and Phosphorus Fertigation: A Combined Strategy for Enhancing Oat Tolerance to Drought

Analyzing protein concentration from intact wheat caryopsis using hyperspectral reflectance

Hyperspectral Monitoring of Growth and Physiology Parameters of Winter Wheat Based on Different Quantification Methods

Estimation on Leaf Chlorophyll Content of Soybean by Using Spectral Resampling Technique and Machine Learning Algorithms

Field Scale Assessment of Winter Wheat Yield in Loess Plateau of China by Assimilating the Dssat Model and Sentinel-2 Data with Enkf Algorithm

钝学累功鸿业远图：农业生态学与生态农业探索

聚焦交叉学科谱“三农”新乐章——以山西农业大学交叉学科专业为例