Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 06 Mar 2025

Automatic optimization of regions of interest in hyperspectral images for detecting vegetative indices in soybeans

in Technical Advances in Plant Science

Sangyeab Lee
Amit Ghimire
Yoonha Kim
Jeong-Dong Lee

Frontiers in Plant Science

doi 10.3389/fpls.2025.1511646

1,988 views
2 citations

Original Research

Published on 06 Mar 2025

Remote sensing inversion of nitrogen content in silage maize plants based on feature selection

in Technical Advances in Plant Science

Kejing Cheng
Jixuan Yan
Guang Li
Weiwei Ma
Zichen Guo
Wenning Wang
Haolin Li
Qihong Da
Xuchun Li
Yadong Yao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1554842

3,014 views
6 citations

Hypothesis and Theory

Published on 28 Feb 2025

Pollen image manipulation and projection using latent space

in Technical Advances in Plant Science

Ben Mills
Michalis N. Zervas
James A. Grant-Jacob

Frontiers in Plant Science

doi 10.3389/fpls.2025.1539128

1,846 views
1 citation

Original Research

Published on 27 Feb 2025

Improved RT-DETR and its application to fruit ripeness detection

in Technical Advances in Plant Science

Mengyang Wu
Ya Qiu
Wenying Wang
Xun Su
Yuhao Cao
Yun Bai

Frontiers in Plant Science

doi 10.3389/fpls.2025.1423682

7,626 views
13 citations

Original Research

Published on 26 Feb 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
Binbin Chen
Xianfeng Zhou
Wenjiang Huang
Zikun Fan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1536177

2,285 views
2 citations

Review

Published on 21 Feb 2025

Leveraging deep learning for plant disease and pest detection: a comprehensive review and future directions

in Technical Advances in Plant Science

Muhammad Shoaib
Abolghasem Sadeghi-Niaraki
Farman Ali
Irfan Hussain
Shah Khalid

Frontiers in Plant Science

doi 10.3389/fpls.2025.1538163

16,508 views
45 citations

Original Research

Published on 18 Feb 2025

Improved YOLO v5s-based detection method for external defects in potato

in Technical Advances in Plant Science

XiLong Li
FeiYun Wang
Yalin Guo
Yijun Liu
HuangZhen Lv
Fankui Zeng
Chengxu Lv

Frontiers in Plant Science

doi 10.3389/fpls.2025.1527508

3,112 views
13 citations

Original Research

Published on 17 Feb 2025

YOLOPears: a novel benchmark of YOLO object detectors for multi-class pear surface defect detection in quality grading systems

in Technical Advances in Plant Science

Junsheng Chen
Haoxuan Fu
Chuhan Lin
Xian Liu
Lijin Wang
Yaohua Lin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1483824

4,214 views
10 citations

Original Research

Published on 12 Feb 2025

Two-dimensional semantic morphological feature extraction and atlas construction of maize ear leaves

in Technical Advances in Plant Science

Hongli Song
Weiliang Wen
Ying Zhang
Yanxin Zhao
Xinyu Guo
Chunjiang Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1520297

1,658 views

Original Research

Published on 11 Feb 2025

A lightweight wheat ear counting model in UAV images based on improved YOLOv8

in Technical Advances in Plant Science

Ruofan Li
Xiaohua Sun
Kun Yang
Zhenxue He
Xinxin Wang
Chao Wang
Bin Wang
Fushun Wang
Hongquan Liu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1536017

4,682 views
6 citations

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

3,758 views
6 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

1,576 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

2,101 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

2,802 views
12 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

1,582 views
5 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

1,990 views
3 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

1,569 views
1 citation

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

7,746 views
17 citations

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

1,905 views
5 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

3,323 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

3,086 views
7 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

3,800 views
10 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

2,059 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

1,826 views

1,686 articles

articles

Automatic optimization of regions of interest in hyperspectral images for detecting vegetative indices in soybeans

Remote sensing inversion of nitrogen content in silage maize plants based on feature selection

Pollen image manipulation and projection using latent space

Improved RT-DETR and its application to fruit ripeness detection

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

Leveraging deep learning for plant disease and pest detection: a comprehensive review and future directions

Improved YOLO v5s-based detection method for external defects in potato

YOLOPears: a novel benchmark of YOLO object detectors for multi-class pear surface defect detection in quality grading systems

Two-dimensional semantic morphological feature extraction and atlas construction of maize ear leaves

A lightweight wheat ear counting model in UAV images based on improved YOLOv8

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

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

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

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