Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 22 Jan 2025

A combined model of shoot phosphorus uptake based on sparse data and active learning algorithm

in Technical Advances in Plant Science

Tianli Wang
Yi Zhang
Haiyan Liu
Fei Li
Dayong Guo
Ning Cao
Yubin Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1470719

345 views

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

389 views

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

554 views

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

369 views

Original Research

Accepted on 20 Jan 2025

Nondestructive estimation of leaf chlorophyll content in banana based on unmanned aerial vehicle hyperspectral images using image feature combination methods

in Technical Advances in Plant Science

Weiping Kong
Lingling Ma
Huichun Ye
Jingjing Wang
Chaojia Nie
Xianfeng Zhou
Wenjiang Huang
Zikun Fan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1536177

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

894 views

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

370 views

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

639 views

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

661 views

Original Research

Accepted on 16 Jan 2025

Improved RT-DETR and its application to fruit ripeness detection

in Technical Advances in Plant Science

Yuhao Cao
Bai Yun

Frontiers in Plant Science

doi 10.3389/fpls.2025.1423682

119 views

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

565 views

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

465 views

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

376 views

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

410 views

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

330 views

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

260 views

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Articles

A combined model of shoot phosphorus uptake based on sparse data and active learning algorithm

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

Nondestructive estimation of leaf chlorophyll content in banana based on unmanned aerial vehicle hyperspectral images using image feature combination methods

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

Improved RT-DETR and its application to fruit ripeness detection

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

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