Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 22 Jan 2025

YOLOv8s-Longan: a lightweight detection method for the longan fruit-picking UAV

in Technical Advances in Plant Science

Jun Li
Kaixuan Wu
Meiqi Zhang
Hengxu Chen
Hengyi Lin
Yuju Mai
Linlin Shi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1518294

2,473 views
3 citations

Original Research

Published on 21 Jan 2025

Segmentation of tobacco shred point cloud and 3-D measurement based on improved PointNet++ network with DTC algorithm

in Technical Advances in Plant Science

Yihang Wang
Haiwei Zheng
Jie Yang
Yan Wang
Li Wang
Qunfeng Niu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508449

2,211 views
2 citations

Original Research

Published on 21 Jan 2025

Classification of tomato leaf disease using Transductive Long Short-Term Memory with an attention mechanism

in Technical Advances in Plant Science

Aarthi Chelladurai
D.P. Manoj Kumar
S. S. Askar
Mohamed Abouhawwash

Frontiers in Plant Science

doi 10.3389/fpls.2024.1467811

2,072 views
7 citations

Methods

Published on 20 Jan 2025

SerpensGate-YOLOv8: an enhanced YOLOv8 model for accurate plant disease detection

in Technical Advances in Plant Science

Yongzheng Miao
Wei Meng
Xiaoyu Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1514832

11,535 views
34 citations

Methods

Published on 20 Jan 2025

Development of a rapid detection technology system for noxious plants based on a novel isothermal amplification technique

in Technical Advances in Plant Science

Ting Zhang
Han Xu
Mengdi Liu
Wei Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1502052

1,721 views
2 citations

Original Research

Published on 17 Jan 2025

An explainable Bi-LSTM model for winter wheat yield prediction

in Technical Advances in Plant Science

Abhasha Joshi
Biswajeet Pradhan
Subrata Chakraborty
Renuganth Varatharajoo
Abdullah Alamri
Shilpa Gite
Chang-Wook Lee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491493

5,510 views
13 citations

Original Research

Published on 17 Jan 2025

Droplet distribution and mitigation of occupational exposure risk in eucalyptus sprout eradication using a remotely piloted aircraft

in Technical Advances in Plant Science

Luis Felipe Oliveira Ribeiro
Edney Leandro da Vitória
Halisson Pereira Bastos
Jacimar Vieira Zanelato
José de Assis Martins Júnior
Alexandre de Vicente Ferraz
Thales Gomes dos Santos
Francisco de Assis Ferreira
João Victor Oliveira Ribeiro
Samuel de Assis Silva

Frontiers in Plant Science

doi 10.3389/fpls.2024.1504608

3,143 views
1 citation

Original Research

Published on 16 Jan 2025

Analysis of stomatal characteristics of maize hybrids and their parental inbred lines during critical reproductive periods

in Technical Advances in Plant Science

Changyu Zhang
Yu Jin
Jinglu Wang
Ying Zhang
Yanxin Zhao
Xianju Lu
Wei Song
Xinyu Guo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1442686

3,246 views
4 citations

Original Research

Published on 16 Jan 2025

SSATNet: Spectral-spatial attention transformer for hyperspectral corn image classification

in Technical Advances in Plant Science

Bin Wang
Gongchao Chen
Juan Wen
Linfang Li
Songlin Jin
Yan Li
Ling Zhou
Weidong Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1458978

4,328 views
13 citations

Original Research

Published on 16 Jan 2025

Effects of coupled application of magnetoelectric activated water and amendments on photosynthetic physiological characteristics and yield of maize in arid regions

in Technical Advances in Plant Science

Qingyuan Lei
Wanghai Tao
Fan Yang
Jianqi Liu
Zixuan Xi
Quanjiu Wang
Mingjiang Deng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1497806

1,614 views
3 citations

Original Research

Published on 16 Jan 2025

DFMA: an improved DeepLabv3+ based on FasterNet, multi-receptive field, and attention mechanism for high-throughput phenotyping of seedlings

in Technical Advances in Plant Science

Liangquan Jia
Tao Wang
Xiangge Li
Lu Gao
Qiangguo Yu
Xincheng Zhang
Shanlin Ma

Frontiers in Plant Science

doi 10.3389/fpls.2024.1457360

3,345 views
6 citations

Original Research

Published on 14 Jan 2025

Hyperspectral estimation of chlorophyll density in winter wheat using fractional-order derivative combined with machine learning

in Technical Advances in Plant Science

Chenbo Yang
Meichen Feng
Juan Bai
Hui Sun
Rutian Bi
Lifang Song
Chao Wang
Yu Zhao
Wude Yang
Lujie Xiao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492059

2,180 views
5 citations

Original Research

Published on 10 Jan 2025

Developing affordable and efficient heating devices for enhanced live cell imaging in confocal microscopy

in Technical Advances in Plant Science

Abhishesh Bajracharya
Sampada Timilsina
Ruofan Cao
Qingrui Jiang
Berry A. Dickey
Anupa Wasti
Jing Xi
Magdalena Weingartner
Scott R. Baerson
Gregg W. Roman

Frontiers in Plant Science

doi 10.3389/fpls.2024.1499831

3,375 views
1 citation

Original Research

Published on 10 Jan 2025

LWheatNet: a lightweight convolutional neural network with mixed attention mechanism for wheat seed classification

in Technical Advances in Plant Science

Xiaojuan Guo
Jianping Wang
Guohong Gao
Zihao Cheng
Zongjie Qiao
Ranran Zhang
Zhanpeng Ma
Xing Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1509656

2,408 views
5 citations

Original Research

Published on 09 Jan 2025

Development of a vegetation canopy reflectance sensor and its diurnal applicability under clear sky conditions

in Technical Advances in Plant Science

Naisen Liu
Jingyu Guo
Fuxia Liu
Xuedong Zha
Jing Cao
Yuezhen Chen
Haixia Yan
Chenggong Du
Xuqi Wang
Jiping Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1512660

1,904 views
1 citation

Original Research

Published on 08 Jan 2025

Next-gen agriculture: integrating AI and XAI for precision crop yield predictions

in Technical Advances in Plant Science

R. N. V. Jagan Mohan
Pravallika Sree Rayanoothala
R. Praneetha Sree

Frontiers in Plant Science

doi 10.3389/fpls.2024.1451607

18,926 views
44 citations

Original Research

Published on 07 Jan 2025

Iterative optimization annotation pipeline and ALSS-YOLO-Seg for efficient banana plantation segmentation in UAV imagery

in Technical Advances in Plant Science

Ang He
Ximei Wu
Xing Xu
Jing Chen
Xiaobin Guo
Sheng Xu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508549

3,037 views
3 citations

Original Research

Published on 31 Dec 2024

Pepper-YOLO: an lightweight model for green pepper detection and picking point localization in complex environments

in Technical Advances in Plant Science

Yikun Huang
Yulin Zhong
Deci Zhong
Changcai Yang
Lifang Wei
Zhoupei Zou
Riqing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508258

3,538 views
13 citations

Methods

Published on 23 Dec 2024

An Iterative Pseudo Label Generation framework for semi-supervised hyperspectral image classification using the Segment Anything Model

in Technical Advances in Plant Science

Zheng Zhao
Guangyao Zhou
Qixiong Wang
Jiaqi Feng
Hongxiang Jiang
Guangyun Zhang
Yu Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1515403

2,578 views
3 citations

Editorial

Published on 23 Dec 2024

Editorial: Vision, learning, and robotics: AI for plants in the 2020s

in Technical Advances in Plant Science

Zhenghong Yu
Luca Iocchi
Jeffrey Too Chuan Tan
Huabing Zhou
Changcai Yang
Hao Lu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1539626

1,889 views
3 citations

Original Research

Published on 20 Dec 2024

GLNet: global-local feature network for wheat leaf disease image classification

in Technical Advances in Plant Science

Shangze Li
Shen Liu
Mingyu Ji
Yuhao Cao
Bai Yun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1471705

2,167 views
3 citations

Original Research

Published on 20 Dec 2024

Quantitative relationship model between soil profile salinity and soil depth in cotton fields based on data assimilation algorithm: forecasting cotton field yields and profits

in Technical Advances in Plant Science

Yang Gao
Lin Chang
Mei Zeng
Quanze Hu
Jiaojiao Hui
Qingsong Jiang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1519200

1,515 views
1 citation

Original Research

Published on 19 Dec 2024

Advanced deep transfer learning techniques for efficient detection of cotton plant diseases

in Technical Advances in Plant Science

Prashant Johri
SeongKi Kim
Kumud Dixit
Prakhar Sharma
Barkha Kakkar
Yogesh Kumar
Jana Shafi
Muhammad Fazal Ijaz

Frontiers in Plant Science

doi 10.3389/fpls.2024.1441117

3,724 views
11 citations

Original Research

Published on 19 Dec 2024

Efficient detection of eyes on potato tubers using deep-learning for robotic high-throughput sampling

in Technical Advances in Plant Science

L. G. Divyanth
Salik Ram Khanal
Achyut Paudel
Chakradhar Mattupalli
Manoj Karkee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1512632

3,153 views
7 citations

1,686 articles

articles

YOLOv8s-Longan: a lightweight detection method for the longan fruit-picking UAV

Segmentation of tobacco shred point cloud and 3-D measurement based on improved PointNet++ network with DTC algorithm

Classification of tomato leaf disease using Transductive Long Short-Term Memory with an attention mechanism

SerpensGate-YOLOv8: an enhanced YOLOv8 model for accurate plant disease detection

Development of a rapid detection technology system for noxious plants based on a novel isothermal amplification technique

An explainable Bi-LSTM model for winter wheat yield prediction

Droplet distribution and mitigation of occupational exposure risk in eucalyptus sprout eradication using a remotely piloted aircraft

Analysis of stomatal characteristics of maize hybrids and their parental inbred lines during critical reproductive periods

SSATNet: Spectral-spatial attention transformer for hyperspectral corn image classification

Effects of coupled application of magnetoelectric activated water and amendments on photosynthetic physiological characteristics and yield of maize in arid regions

DFMA: an improved DeepLabv3+ based on FasterNet, multi-receptive field, and attention mechanism for high-throughput phenotyping of seedlings

Hyperspectral estimation of chlorophyll density in winter wheat using fractional-order derivative combined with machine learning

Developing affordable and efficient heating devices for enhanced live cell imaging in confocal microscopy

LWheatNet: a lightweight convolutional neural network with mixed attention mechanism for wheat seed classification

Development of a vegetation canopy reflectance sensor and its diurnal applicability under clear sky conditions

Next-gen agriculture: integrating AI and XAI for precision crop yield predictions

Iterative optimization annotation pipeline and ALSS-YOLO-Seg for efficient banana plantation segmentation in UAV imagery

Pepper-YOLO: an lightweight model for green pepper detection and picking point localization in complex environments

An Iterative Pseudo Label Generation framework for semi-supervised hyperspectral image classification using the Segment Anything Model

Editorial: Vision, learning, and robotics: AI for plants in the 2020s

GLNet: global-local feature network for wheat leaf disease image classification

Quantitative relationship model between soil profile salinity and soil depth in cotton fields based on data assimilation algorithm: forecasting cotton field yields and profits

Advanced deep transfer learning techniques for efficient detection of cotton plant diseases

Efficient detection of eyes on potato tubers using deep-learning for robotic high-throughput sampling