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Plant Phenomics最新文献

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Detection and Identification of Tassel States at Different Maize Tasseling Stages Using UAV Imagery and Deep Learning 利用无人机图像和深度学习检测和识别不同玉米抽穗阶段的抽穗状态
Plant Phenomics Pub Date : 2024-05-07 DOI: 10.34133/plantphenomics.0188
Jianjun Du, Jinrui Li, Jiangchuan Fan, Shenghao Gu, Guo Xinyu, Chunjiang Zhao
{"title":"Detection and Identification of Tassel States at Different Maize Tasseling Stages Using UAV Imagery and Deep Learning","authors":"Jianjun Du, Jinrui Li, Jiangchuan Fan, Shenghao Gu, Guo Xinyu, Chunjiang Zhao","doi":"10.34133/plantphenomics.0188","DOIUrl":"https://doi.org/10.34133/plantphenomics.0188","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"30 31","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141005425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SDC-DeepLabv3+: Lightweight and precise localization algorithm for safflower-harvesting robots SDC-DeepLabv3+：红花收割机器人的轻量级精确定位算法
Plant Phenomics Pub Date : 2024-05-07 DOI: 10.34133/plantphenomics.0194
Zhenyu Xing, Zhenguo Zhang, Yunze Wang, Peng Xu, Quanfeng Guo, Chao Zeng, Ruimeng Shi
{"title":"SDC-DeepLabv3+: Lightweight and precise localization algorithm for safflower-harvesting robots","authors":"Zhenyu Xing, Zhenguo Zhang, Yunze Wang, Peng Xu, Quanfeng Guo, Chao Zeng, Ruimeng Shi","doi":"10.34133/plantphenomics.0194","DOIUrl":"https://doi.org/10.34133/plantphenomics.0194","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"59 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141003389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Practical considerations and limitations of using leaf and canopy temperature measurements as a stomatal conductance proxy: sensitivity across environmental conditions, scale, and sample size 使用叶片和冠层温度测量值作为气孔导度替代值的实际考虑因素和局限性：不同环境条件、规模和样本量下的敏感性
Plant Phenomics Pub Date : 2024-03-20 DOI: 10.34133/plantphenomics.0169
Ismael K Mayanja, Christine H Diepenbrock, Vincent Vadez, Tong Lei, Brian N Bailey
{"title":"Practical considerations and limitations of using leaf and canopy temperature measurements as a stomatal conductance proxy: sensitivity across environmental conditions, scale, and sample size","authors":"Ismael K Mayanja, Christine H Diepenbrock, Vincent Vadez, Tong Lei, Brian N Bailey","doi":"10.34133/plantphenomics.0169","DOIUrl":"https://doi.org/10.34133/plantphenomics.0169","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"358 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140227704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using UAV-based temporal spectral indices to dissect changes in the stay green trait in wheat 利用基于无人机的时间光谱指数剖析小麦留绿性状的变化
Plant Phenomics Pub Date : 2024-03-20 DOI: 10.34133/plantphenomics.0171
Rui Yu, Xiaofeng Cao, Jia Liu, Ruiqi Nie, Chuanliang Zhang, Meng Yuan, Yanchuan Huang, Xinzhe Liu, Weijun Zheng, Chang Wang, Tingting Wu, Baofeng Su, Zhensheng Kang, Qingdong Zeng, D. Han, Jianhui Wu
{"title":"Using UAV-based temporal spectral indices to dissect changes in the stay green trait in wheat","authors":"Rui Yu, Xiaofeng Cao, Jia Liu, Ruiqi Nie, Chuanliang Zhang, Meng Yuan, Yanchuan Huang, Xinzhe Liu, Weijun Zheng, Chang Wang, Tingting Wu, Baofeng Su, Zhensheng Kang, Qingdong Zeng, D. Han, Jianhui Wu","doi":"10.34133/plantphenomics.0171","DOIUrl":"https://doi.org/10.34133/plantphenomics.0171","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"5 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140227426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DC2Net: An Asian soybean rust detection model based on hyperspectral imaging and deep learning DC2Net：基于高光谱成像和深度学习的亚洲大豆锈病检测模型
Plant Phenomics Pub Date : 2024-03-20 DOI: 10.34133/plantphenomics.0163
Jiarui Feng, Shenghui Zhang, Zhaoyu Zhai, Hongfeng Yu, Huanliang Xu
{"title":"DC2Net: An Asian soybean rust detection model based on hyperspectral imaging and deep learning","authors":"Jiarui Feng, Shenghui Zhang, Zhaoyu Zhai, Hongfeng Yu, Huanliang Xu","doi":"10.34133/plantphenomics.0163","DOIUrl":"https://doi.org/10.34133/plantphenomics.0163","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"11 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140226270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Framework for Single Panicle Litchi Flowers Counting by Regression with Multitask Learning 用多任务学习回归法计算单圆锥花序荔枝花朵的框架
Plant Phenomics Pub Date : 2024-03-20 DOI: 10.34133/plantphenomics.0172
Jiaquan Lin, Jun Li, Zhe Ma, Can Li, Guangwen Huang, Huazhong Lu
{"title":"A Framework for Single Panicle Litchi Flowers Counting by Regression with Multitask Learning","authors":"Jiaquan Lin, Jun Li, Zhe Ma, Can Li, Guangwen Huang, Huazhong Lu","doi":"10.34133/plantphenomics.0172","DOIUrl":"https://doi.org/10.34133/plantphenomics.0172","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"28 s86","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140224475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fine-scale Quantification of Absorbed Photosynthetically Active Radiation (APAR) in Plantation Forests with 3D Radiative Transfer Modeling and LiDAR Data 利用三维辐射传输模型和激光雷达数据对人工林吸收的光合有效辐射 (APAR) 进行精细量化
Plant Phenomics Pub Date : 2024-03-20 DOI: 10.34133/plantphenomics.0166
Xun Zhao, Jianbo Qi, Zhexiu Yu, Huaguo Huang
{"title":"Fine-scale Quantification of Absorbed Photosynthetically Active Radiation (APAR) in Plantation Forests with 3D Radiative Transfer Modeling and LiDAR Data","authors":"Xun Zhao, Jianbo Qi, Zhexiu Yu, Huaguo Huang","doi":"10.34133/plantphenomics.0166","DOIUrl":"https://doi.org/10.34133/plantphenomics.0166","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"7 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140225660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Geographic-scale coffee cherry counting with smartphones and deep learning 利用智能手机和深度学习进行地理规模的咖啡樱桃计数
Plant Phenomics Pub Date : 2024-03-20 DOI: 10.34133/plantphenomics.0165
Juan Camilo Rivera Palacio, Christian Bunn, Eric Rahn, Deisy Little-Savage, Paul Schimidt, Masahiro Ryo
{"title":"Geographic-scale coffee cherry counting with smartphones and deep learning","authors":"Juan Camilo Rivera Palacio, Christian Bunn, Eric Rahn, Deisy Little-Savage, Paul Schimidt, Masahiro Ryo","doi":"10.34133/plantphenomics.0165","DOIUrl":"https://doi.org/10.34133/plantphenomics.0165","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"7 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140227549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-throughput spike detection in greenhouse cultivated grain crops with attention mechanisms based deep learning models 利用基于注意力机制的深度学习模型高通量检测温室栽培谷物作物的穗粒
Plant Phenomics Pub Date : 2024-02-12 DOI: 10.34133/plantphenomics.0155
Sajid Ullah, Klára Panzarová, M. Trtílek, Matej Lexa, Vojtěch Máčala, Thomas Altmann, Kerstin Neumann, Jan Hejátko, M. Pernisová, Evgeny Gladilin
{"title":"High-throughput spike detection in greenhouse cultivated grain crops with attention mechanisms based deep learning models","authors":"Sajid Ullah, Klára Panzarová, M. Trtílek, Matej Lexa, Vojtěch Máčala, Thomas Altmann, Kerstin Neumann, Jan Hejátko, M. Pernisová, Evgeny Gladilin","doi":"10.34133/plantphenomics.0155","DOIUrl":"https://doi.org/10.34133/plantphenomics.0155","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"16 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139785003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Handling the challenges of small-scale labelled data and class imbalances in classifying the N and K statuses of rubber leaves using hyperspectroscopy techniques 在利用高光谱技术对橡胶叶片的 N 和 K 状态进行分类时，应对小规模标记数据和类不平衡的挑战
Plant Phenomics Pub Date : 2024-02-12 DOI: 10.34133/plantphenomics.0154
Wenfeng Hu, Weihao Tang, Chuang Li, Jinjing Wu, Hong Liu, Chao Wang, Xiaochuan Luo, R. Tang
{"title":"Handling the challenges of small-scale labelled data and class imbalances in classifying the N and K statuses of rubber leaves using hyperspectroscopy techniques","authors":"Wenfeng Hu, Weihao Tang, Chuang Li, Jinjing Wu, Hong Liu, Chao Wang, Xiaochuan Luo, R. Tang","doi":"10.34133/plantphenomics.0154","DOIUrl":"https://doi.org/10.34133/plantphenomics.0154","url":null,"abstract":"","PeriodicalId":508092,"journal":{"name":"Plant Phenomics","volume":"39 22","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139782565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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