Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 10 Feb 2025

ASD-YOLO: a lightweight network for coffee fruit ripening detection in complex scenarios

in Technical Advances in Plant Science

Baofeng Ye
Renzheng Xue
Haiqiang Xu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1484784

3,162 views
5 citations

Original Research

Published on 07 Feb 2025

Roles of core nosZ denitrifiers in enhancing denitrification activity under long-term rice straw retention

in Technical Advances in Plant Science

Shijie Zhang
Mengyao Hou
Bing Li
Panfeng Guan
Qing Chi
Hao Sun
Hangbo Xu
Dongjie Cui
Yupan Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1541202

1,313 views

Original Research

Published on 07 Feb 2025

Deep learning and hyperspectral features for seedling stage identification of barnyard grass in paddy field

in Technical Advances in Plant Science

Siqiao Tan
Qiang Xie
Wenshuai Zhu
Yangjun Deng
Lei Zhu
Xiaoqiao Yu
Zheming Yuan
Yuan Chen

Frontiers in Plant Science

doi 10.3389/fpls.2025.1507442

1,733 views
1 citation

Original Research

Published on 06 Feb 2025

Tea disease identification based on ECA attention mechanism ResNet50 network

in Technical Advances in Plant Science

Lanting Li
Yingding Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1489655

2,344 views
9 citations

Original Research

Published on 06 Feb 2025

Data-driven nitrogen application for satinleaf: leveraging optical sensors in urban landscape management

in Technical Advances in Plant Science

Bárbara Nogueira Souza Costa
Amir Ali Khoddamzadeh

Frontiers in Plant Science

doi 10.3389/fpls.2025.1522662

1,343 views
4 citations

Original Research

Published on 03 Feb 2025

Adaptive spatial-channel feature fusion and self-calibrated convolution for early maize seedlings counting in UAV images

in Technical Advances in Plant Science

Zhenyuan Sun
Zhi Yang
Yimin Ding
Boyan Sun
Saiju Li
Zhen Guo
Lei Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1496801

1,745 views
2 citations

Original Research

Published on 31 Jan 2025

Recognition and localization of ratoon rice rolled stubble rows based on monocular vision and model fusion

in Technical Advances in Plant Science

Yuanrui Li
Liping Xiao
Zhaopeng Liu
Muhua Liu
Peng Fang
Xiongfei Chen
Jiajia Yu
Jinlong Lin
Jinping Cai

Frontiers in Plant Science

doi 10.3389/fpls.2025.1533206

1,333 views
1 citation

Original Research

Published on 30 Jan 2025

Pixel-wise navigation line extraction of cross-growth-stage seedlings in complex sugarcane fields and extension to corn and rice

in Technical Advances in Plant Science

Hongwei Li
Xindong Lai
Yongmei Mo
Deqiang He
Tao Wu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1499896

1,602 views
3 citations

Original Research

Published on 30 Jan 2025

Plant height measurement using UAV-based aerial RGB and LiDAR images in soybean

in Technical Advances in Plant Science

Lalit Pun Magar
Jeremy Sandifer
Deepak Khatri
Sudip Poudel
Suraj KC
Buddhi Gyawali
Maheteme Gebremedhin
Anuj Chiluwal

Frontiers in Plant Science

doi 10.3389/fpls.2025.1488760

6,362 views
12 citations

Original Research

Published on 29 Jan 2025

Fruit size prediction of tomato cultivars using machine learning algorithms

in Technical Advances in Plant Science

Masaaki Takahashi
Yasushi Kawasaki
Hiroki Naito
Unseok Lee
Koichi Yoshi

Frontiers in Plant Science

doi 10.3389/fpls.2025.1516255

2,874 views
2 citations

Methods

Published on 29 Jan 2025

A new maturity recognition algorithm for Xinhui citrus based on improved YOLOv8

in Technical Advances in Plant Science

Fuqin Deng
Zhenghong He
Lanhui Fu
Jianle Chen
Nannan Li
Weibiao Chen
Jialong Luo
Weilai Qiao
Jianfeng Hou
Yongkang Lu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1472230

2,718 views
6 citations

Methods

Published on 28 Jan 2025

DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism

in Technical Advances in Plant Science

Cong Lin
Wencheng Jiang
Weiye Zhao
Lilan Zou
Zhong Xue

Frontiers in Plant Science

doi 10.3389/fpls.2025.1523552

3,120 views
7 citations

Original Research

Published on 27 Jan 2025

Design and testing of a posture-adjusting precision metering device for high-speed maize planting

in Technical Advances in Plant Science

Jianxin Dong
Xiaojun Gao
Zhouzhou Zheng
Pengfei Zhao
Yubin Bi
Yuxiang Huang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1458597

1,632 views
2 citations

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

1,533 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

2,088 views
3 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

1,786 views
4 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

1,935 views
2 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

9,637 views
25 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

1,484 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

4,709 views
8 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

2,718 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

2,751 views
3 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

3,489 views
9 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

1,410 views
3 citations

1,652 articles

articles

ASD-YOLO: a lightweight network for coffee fruit ripening detection in complex scenarios

Roles of core nosZ denitrifiers in enhancing denitrification activity under long-term rice straw retention

Deep learning and hyperspectral features for seedling stage identification of barnyard grass in paddy field

Tea disease identification based on ECA attention mechanism ResNet50 network

Data-driven nitrogen application for satinleaf: leveraging optical sensors in urban landscape management

Adaptive spatial-channel feature fusion and self-calibrated convolution for early maize seedlings counting in UAV images

Recognition and localization of ratoon rice rolled stubble rows based on monocular vision and model fusion

Pixel-wise navigation line extraction of cross-growth-stage seedlings in complex sugarcane fields and extension to corn and rice

Plant height measurement using UAV-based aerial RGB and LiDAR images in soybean

Fruit size prediction of tomato cultivars using machine learning algorithms

A new maturity recognition algorithm for Xinhui citrus based on improved YOLOv8

DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism

Design and testing of a posture-adjusting precision metering device for high-speed maize planting

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

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

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

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