数字农科院2.0

Editorial: Remote sensing for field-based crop phenotyping

文献类型: 外文期刊

作者: Jiangang Liu;Zhenjiang Zhou;Bo Li

作者机构:

关键词: computer vision;crop phenotyping;data fusion;machine learning;remote sensing;smart agriculture

期刊名称: Frontiers in Plant Science

ISSN: 1664-462X

年卷期: 2024 年 15 卷

页码:

收录情况: SCIE(2024版)

摘要:

分类号:

  • 相关文献

[1]A plasticity-aware machine learning framework for genomic prediction and resource-efficient wheat breeding under multi-environment conditions. Lei Li,Cong Zhao,Huihui Li,Xi Tian,Jindong Liu,Duoxia Wang,Keyi Wang,Shuaipeng Fei,Guoliang Wan,Jianqi Zeng,Yachao Dong,Jixin Li,Yidan Jia,Yong Zhang,Xianchun Xia,Xin Ma,Yong He,Yonggui Xiao. 2026

[2]Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning. Minghan Cheng,Xiyun Jiao,Yadong Liu,Mingchao Shao,Xun Yu,Yi Bai,Zixu Wang,Siyu Wang,Nuremanguli Tuohuti,Shuaibing Liu,Lei Shi,Dameng Yin,Xiao Huang,Chenwei Nie,Xiuliang Jin. 2022

[3]In-season prediction of maize stem lodging risk using an active canopy sensor. Rui Dong,Yuxin Miao,Pete Berry,Xinbing Wang,Fei Yuan,Krzysztof Kusnierek,Chris Baker,Mark Sterling. 2023

[4]UAV-Based Multimodal Monitoring of Tea Anthracnose with Temporal Standardization. Yu, Qimeng,Zhang, Jingcheng,Yuan, Lin,Li, Xin,Zeng, Fanguo,Xu, Ke,Huang, Wenjiang,Shen, Zhongting. 2025

[5]A Novel Framework Based on Data Fusion and Machine Learning for Upscaling Evapotranspiration from Flux Towers to the Regional Scale. Pengyuan Zhu,Qisheng Han,Shenglin Li,Hao Liu,Caixia Li,Yanchuan Ma,Jinglei Wang. 2025

[6]Intelligent weight prediction of cows based on semantic segmentation and back propagation neural network. Beibei Xu,Yifan Mao,Wensheng Wang,Guipeng Chen. 2024

[7]A hybrid method for water stress evaluation of rice with the radiative transfer model and multidimensional imaging. Yufan Zhang,Xiuliang Jin,Liangsheng Shi,Yu Wang,Han Qiao,Yuanyuan Zha. 2025

[8]Dairy farming in the era of artificial intelligence: trend or a real game changer?. Oscar R. Espinoza-Sandoval,Juan Carlos Angeles-Hernandez,Manuel Gonzalez-Ronquillo,Navid Ghavipanje,Naifeng Zhang,A. R. Bayat,Gonzalo Hervás,Ahmed E. Kholif,Marcello Mele,Juan J. Loor,Sokratis Stergiadis,Einar Vargas-Bello-Pérez. 2024

[9]Maize Leaf Area Index Estimation Based on Machine Learning Algorithm and Computer Vision. Fu, Wanna,Chen, Zhen,Cheng, Qian,Li, Yafeng,Zhai, Weiguang,Ding, Fan,Kuang, Xiaohui,Chen, Deshan,Duan, Fuyi. 2025

[10]An electronic sense-based machine learning model to predict formulas and processes for vegetable-fruit beverages. Hai Bin Ren,Bao Long Feng,Hong Yue Wang,Jing Jian Zhang,Xiao Sen Bai,Fei Gao,Yan Yang,Qi Zhang,Ye Hui Wang,Li Li Wang,Ya Ting Rong,Yu Lin Sun,Xiao Shuang Cai,Li Meng,Ying Hua Zhang,Yu Tang Wang. 2023

[11]Machine learning technique combined with data fusion strategies: A tea grade discrimination platform. Qianqian Li,Chaoyang Zhang,Huawei Wang,Shengfan Chen,Wei Liu,Yi Li,Jianxun Li. 2023

[12]UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat. Fei, Shuaipeng,Hassan, Muhammad Adeel,Xiao, Yonggui,Su, Xin,Chen, Zhen,Cheng, Qian,Duan, Fuyi,Chen, Riqiang,Ma, Yuntao. 2022

[13]A machine learning approach fusing multisource spectral data for prediction of floral origins and taste components of Apis cerana honey. Zhaolong Liu,Hongxia Li,Nan Liu,Cuiling Liu,Xiaorong Sun,Lanzhen Chen. 2025

[14]UAV-based LiDAR and multispectral sensors fusion for cotton yield estimation: Plant height and leaf chlorophyll content as a bridge linking remote sensing data to yield. Bin Wu,Liqiang Fan,Bowei Xu,Jiajie Yang,Rumeng Zhao,Qiong Wang,Xiantao Ai,Huixin Zhao,Zuoren Yang. 2025

[15]Storage life prediction and quality discrimination of instant green tea: Integrating computer vision, electronic nose, and electronic tongue. Yang Wei,Yongqi Wen,Peihua Ma,Xiufang Yang,Yangjun Lv,Zaixiang Lou,Hongxin Wang,Qun Ye,Xinlin Wei. 2025

[16]Surface Soil Moisture Retrieval over Winter Wheat Fields Based on Fused Multispectral and L-Band MiniSAR Data. Ziyi Luo,Xianyu Zhang,Yonghui Wang,Chengcai Zhang,Mingliang Jiang,Xingxing Zhu. 2025

[17]Comparing Machine Learning Algorithms for Pixel/Object-Based Classifications of Semi-Arid Grassland in Northern China Using Multisource Medium Resolution Imageries. Wu N.,Crusiol L.G.T.,Liu G.,Wuyun D.,Han G.. 2023

[18]Estimation of sugar content in sugar beet root based on UAV multi-sensor data. Wang Q.,Che Y.,Shao K.,Zhu J.,Wang R.,Sui Y.,Guo Y.,Li B.,Meng L.,Ma Y.. 2022

[19]Entropy Weight Ensemble Framework for Yield Prediction of Winter Wheat Under Different Water Stress Treatments Using Unmanned Aerial Vehicle-Based Multispectral and Thermal Data. Shuaipeng Fei,Muhammad Adeel Hassan,Yuntao Ma,Meiyan Shu,Qian Cheng,Zongpeng Li,Zhen Chen,Yonggui Xiao. 2021

[20]Spatial-Temporal Characteristics and Driving Forces of Aboveground Biomass in Desert Steppes of Inner Mongolia, China in the Past 20 Years. Wu, Nitu,Liu, Guixiang,Wuyun, Deji,Yi, Bole,Du, Wala,Han, Guodong. 2023

作者其他论文 更多>>