农业机构知识库联盟

Wheat Yield Prediction Using Unmanned Aerial Vehicle RGB-Imagery-Based Convolutional Neural Network and Limited Training Samples

文献类型：外文期刊

作者： Juncheng Ma; Yongfeng Wu; Binhui Liu; Wenying Zhang; Bianyin Wang; Zhaoyang Chen; Guangcai Wang; Anqiang Guo

期刊名称： Remote Sensing

ISSN： -

年卷期： 2023 年

页码：

收录情况： SCIE（2023版） ; ; EI（2023版）

摘要：

分类号：

相关文献

作者其他论文更多>>

Estimation of Leaf, Spike, Stem and Total Biomass of Winter Wheat Under Water-Deficit Conditions Using UAV Multimodal Data and Machine Learning

作者：Jinhang Liu;Wenying Zhang;Yongfeng Wu;Juncheng Ma;Yulin Zhang;Binhui Liu

关键词：aboveground biomass;machine learning;multimodality;UAV;winter wheat
Linking rhizosphere bacterial life-history strategies with wheat growth under drought stress

作者：Yanshuo Pan; Binhui Liu; Shan Zhuang; Hongzhe Wang; Yanjie Qi; Jieyin Chen;Didier Lesueur;Liang Xiao;Yuzhong Li; Dongfei Han

关键词：life-history strategies; rrn copy numbers; co-occurrence network; plant growth; drought stress
Rapid evaluation of drought tolerance of winter wheat cultivars under water-deficit conditions using multi-criteria comprehensive evaluation based on UAV multispectral and thermal images and automatic noise removal

作者：Yongfeng Wu;Juncheng Ma;Wenying Zhang;Liang Sun;Yu Liu;Binhui Liu;Bianyin Wang;Zhaoyang Chen

关键词：Automatic image segmentation;Drought tolerance;Multi-criteria comprehensive evaluation;UAV multispectral and thermal images
Field-scale yield prediction of winter wheat under different irrigation regimes based on dynamic fusion of multimodal UAV imagery

作者：Juncheng Ma;Binhui Liu;Lin Ji;Zhicheng Zhu;Yongfeng Wu;Weihua Jiao

关键词：Deep learning;Dynamic fusion;Multimodal UAV imagery;Winter wheat;Yield prediction
Estimation of Winter Wheat Yield Using Multiple Temporal Vegetation Indices Derived from UAV-Based Multispectral and Hyperspectral Imagery

作者：Yu Liu;Liang Sun;Binhui Liu;Yongfeng Wu;Juncheng Ma;Wenying Zhang;Bianyin Wang;Zhaoyang Chen

关键词：field plot scale;hyperspectral imagery;multiple temporal;UAV;vegetation index;yield estimation
Identification method of vegetable diseases based on transfer learning and attention mechanism

作者：Xue Zhao;Kaiyu Li;Yunxia Li;Juncheng Ma;Lingxian Zhang

关键词：Attention mechanism;Convolutional neural network;Transfer learning;Vegetable disease
Towards improved accuracy of UAV-based wheat ears counting: a transfer learning method of the ground-based fully convolutional network

作者：Juncheng Ma;Yunxia Li;Hongjie Liu;Yongfeng Wu1;Lingxian Zhang

关键词：number of wheat ears; UAV; digital images; convolutional neural network; transfer learning

Wheat Yield Prediction Using Unmanned Aerial Vehicle RGB-Imagery-Based Convolutional Neural Network and Limited Training Samples

作者其他论文 更多>>

Estimation of Leaf, Spike, Stem and Total Biomass of Winter Wheat Under Water-Deficit Conditions Using UAV Multimodal Data and Machine Learning

Linking rhizosphere bacterial life-history strategies with wheat growth under drought stress

Rapid evaluation of drought tolerance of winter wheat cultivars under water-deficit conditions using multi-criteria comprehensive evaluation based on UAV multispectral and thermal images and automatic noise removal

Field-scale yield prediction of winter wheat under different irrigation regimes based on dynamic fusion of multimodal UAV imagery

Estimation of Winter Wheat Yield Using Multiple Temporal Vegetation Indices Derived from UAV-Based Multispectral and Hyperspectral Imagery

Identification method of vegetable diseases based on transfer learning and attention mechanism

Towards improved accuracy of UAV-based wheat ears counting: a transfer learning method of the ground-based fully convolutional network

作者其他论文更多>>