Yonggui Xiao - Publications, H-index & Citations

Yonggui Xiao

chinese academy of agricultural sciences

21H指数

45论文数

2.3K被引数

收录论文 23

发表时间

T10SLRE: A novel ensemble learning approach for rapid and non-destructive prediction of bread loaf volume in wheat using NIR spectroscopy T10SLRE：一种用于快速无损预测小麦面包体积的新型集成学习方法，采用近红外光谱技术

Food Chemistry

IF9.8

2025-10-25

PREAI

Lei Li; Wenfei Tian; Zihui Zhao; Yonggui Xiao; Yong Zhang; Jindong Liu; Velu Govindan; Zhonghu He; Maria Itria Ibba

Dissecting the genetic basis of agronomic traits by multi-trait GWAS and genetic networks in maize (Zea mays L.)通过多性状全基因组关联分析(GWAS)和遗传网络解析玉米(Zea mays L.)农艺性状的遗传基础

aBIOTECH

IF5

2025-08-14

OAAI

Ying Zhou; Yanfang Heng; Shoukun Chen; Jinglu Wang; Kunhui He; Jiahui Geng; Kaijian Fan; Yonggui Xiao; Changling Huang; Jiankang Wang; Enying Zhang; Liang Li; Huihui Li

Modification of starch traits in commercial wheat through TaWaxy gene editing 通过TaWaxy基因编辑改良商业小麦的淀粉特性

Carbohydrate Polymers

IF12.5

2025-07-22

PREAI

Yuliang Qiu; Xi Li; Ming Fan; Huali Tang; Shuangxi Zhang; Weihong Huang; Zhiyang Han; Surong Wang; Hao Peng; Yonggui Xiao; Xingguo Ye; Ke Wang

Characterization of adult plant leaf rust resistance loci in an international wheat collection using a re-sequencing genotyping system 利用重测序基因分型系统对国际小麦 коллекции 中成年植株叶锈病抗性位点的表征

crop journal

IF0

2025-07-16

OAAI

Liang Wang; Xin Hu; Mengen Yang; Zhikang Li; Yonggui Xiao; Fangping Yang; Yichen Zhang; Shunda Li; Ravi P. Singh; Caixia Lan

Genetic resolution of multi-level plant height in common wheat using the 3D canopy model from ultra-low altitude unmanned aerial vehicle imagery 利用超低空无人机影像的3D冠层模型解析普通小麦多层级株高遗传学

PLANT PHENOMICS

IF6.4

2025-02-01

OAAI

Fei, Shuaipeng; Jia, Yidan; Li, Lei; Xiao, Shunfu; Song, Jie; Yang, Shurong; Wang, Duoxia; Sun, Guangyao; Zhang, Bohan; Wang, Keyi; Ma, Junjie; Liu, Jindong; Xiao, Yonggui

Identification of inflammation related gene signatures for bladder cancer prognosis prediction

SCIENTIFIC REPORTS

IF3.9

2024-11-21

OAAI

Xiao, Yonggui; Xu, Danping; Bao, Erhao; Liu, Zijie; Zhou, Xiaomao; Li, Xia; Li, Lijun

Identifying High-Yielding and Drought-Tolerant Wheat Cultivars Based on Ideotypic Traits and Yield Responses to Stress 基于单质性状和产量对胁迫的响应鉴定高产和耐旱小麦品种

JOURNAL OF AGRONOMY AND CROP SCIENCE

IF2.8

2024-07-19

PREAI

Li, Yibo; Tao, Fulu; Hao, Yuanfeng; Xiao, Yonggui; He, Zhonghu; Reynolds, Matthew

Wheat Yield Prediction Using Machine Learning Method Based on UAV Remote Sensing Data 基于无人机遥感数据的机器学习小麦产量预测

DRONES

IF4.8

2024-06-24

OAAI

Yang, Shurong; Li, Lei; Fei, Shuaipeng; Yang, Mengjiao; Tao, Zhiqiang; Meng, Yaxiong; Xiao, Yonggui

Dual sampling linear regression ensemble to predict wheat yield across growing seasons with hyperspectral sensing

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2024-01-01

PREAI

Fei, Shuaipeng; Xiao, Shunfu; Zhu, Jinyu; Xiao, Yonggui; Ma, Yuntao

Enhancing leaf area index and biomass estimation in maize with feature augmentation from unmanned aerial vehicle-based nadir and cross-circling oblique photography 通过基于无人机的最低点和交叉旋转倾斜摄影的特征增强来增强玉米的叶面积指数和生物量估算

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2023-12-01

PREAI

Fei, Shuaipeng; Xiao, Shunfu; Li, Qing; Shu, Meiyan; Zhai, Weiguang; Xiao, Yonggui; Chen, Zhen; Yu, Helong; Ma, Yuntao

MLR-based feature splitting regression for estimating plant traits using high-dimensional hyperspectral reflectance data

FIELD CROPS RESEARCH

IF6.4

2023-03-01

PREAI

Fei, Shuaipeng; Xu, Demin; Chen, Zhen; Xiao, Yonggui; Ma, Yuntao

Faba bean above-ground biomass and bean yield estimation based on consumer-grade unmanned aerial vehicle RGB images and ensemble learning

PRECISION AGRICULTURE

IF6.6

2023-02-28

PREAI

Ji, Yishan; Liu, Rong; Xiao, Yonggui; Cui, Yuxing; Chen, Zhen; Zong, Xuxiao; Yang, Tao

Variations in phenological, physiological, plant architectural and yield-related traits, their associations with grain yield and genetic basis

ANNALS OF BOTANY

IF3.6

2023-01-19

OAAI

Li, Yibo; Tao, Fulu; Hao, Yuanfeng; Tong, Jingyang; Xiao, Yonggui; He, Zhonghu; Reynolds, Matthew

Bayesian model averaging to improve the yield prediction in wheat breeding trials

AGRICULTURAL AND FOREST METEOROLOGY

IF5.7

2023-01-01

PREAI

Fei, Shuaipeng; Chen, Zhen; Li, Lei; Ma, Yuntao; Xiao, Yonggui

Development of image-based wheat spike counter through a Faster R-CNN algorithm and application for genetic studies

CROP JOURNAL

IF5.6

2022-10-01

OAAI

Li, Lei; Hassan, Muhammad Adeel; Yang, Shurong; Jing, Furong; Yang, Mengjiao; Rasheed, Awais; Wang, Jiankang; Xia, Xianchun; He, Zhonghu; Xiao, Yonggui

UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat 基于无人机的多传感器数据融合和机器学习算法在小麦产量预测中的应用

PRECISION AGRICULTURE

IF6.6

2022-08-03

125

OAAI

Fei, Shuaipeng; Hassan, Muhammad Adeel; Xiao, Yonggui; Su, Xin; Chen, Zhen; Cheng, Qian; Duan, Fuyi; Chen, Riqiang; Ma, Yuntao

Entropy Weight Ensemble Framework for Yield Prediction of Winter Wheat Under Different Water Stress Treatments Using Unmanned Aerial Vehicle-Based Multispectral and Thermal Data

FRONTIERS IN PLANT SCIENCE

IF4.8

2021-12-20

OAAI

Fei, Shuaipeng; Hassan, Muhammad Adeel; Ma, Yuntao; Shu, Meiyan; Cheng, Qian; Li, Zongpeng; Chen, Zhen; Xiao, Yonggui

Quantifying senescence in bread wheat using multispectral imaging from an unmanned aerial vehicle and QTL mapping

PLANT PHYSIOLOGY

IF6.9

2021-10-02

OAAI

Hassan, Muhammad Adeel; Yang, Mengjiao; Rasheed, Awais; Tian, Xiuling; Reynolds, Matthew; Xia, Xianchun; Xiao, Yonggui; He, Zhonghu

QTL mapping of root traits in wheat under different phosphorus levels using hydroponic culture

BMC GENOMICS

IF3.7

2021-03-11

OAAI

Yang, Mengjiao; Wang, Cairong; Hassan, Muhammad Adeel; Li, Faji; Xia, Xianchun; Shi, Shubing; Xiao, Yonggui; He, Zhonghu

High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms 作物性状的高通量估计: 地面和空中表型平台的综述

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2021-03-01

187

OAAI

Jin, Xiuliang; Zarco-Tejada, Pablo J.; Schmidhalter, Urs; Reynolds, Matthew P.; Hawkesford, Malcolm J.; Varshney, Rajeev K.; Yang, Tao; Nie, Chengwei; Li, Zhenhai; Ming, Bo; Xiao, Yonggui; Xie, Yongdun; Li, Shaokun

研究方向