Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 18 Nov 2025

Rice origin traceability using mid-infrared and fluorescence spectral data fusion

in Technical Advances in Plant Science

Changming Li
Yong Tan
Chunyu Liu
Xun Gao
Zhong Lv
Hongchen Zhang
Yong Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1679754

964 views

Methods

Published on 14 Nov 2025

TflosYOLO+TFSC: an accurate and robust model for estimating flower count and flowering period

in Technical Advances in Plant Science

Qianxi Mi
Pengcheng Yuan
Chunlei Ma
Jiedan Chen
Mingzhe Yao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1690413

1,342 views

Original Research

Published on 07 Nov 2025

Machine vision-based detection of browning maturity in shiitake cultivation sticks

in Technical Advances in Plant Science

Zeting Liu
Jiuxiao Zhao
Wengang Zheng
Qiuxiao Song
Xin Zhang
Wei Liu
Feifei Shan
Ruixue Xu
Zuolin Li
Jing Dong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1676977

1,505 views

Original Research

Published on 07 Nov 2025

Estimation of forest above-ground biomass based on stacked ensemble model in Chongqing, China

in Technical Advances in Plant Science

Jinlian Liu
Zhiyun Chen
Bangxiang Luo
Ao Sun
Xuezhong Wen
Tongyi Huang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1657170

1,720 views
1 citation

Original Research

Published on 06 Nov 2025

AI-powered recognition of Chinese medicinal herbs with semantic structure modeling and gradient-guided enhancement

in Technical Advances in Plant Science

Jiaxing Zou
Ruiwei Liao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1672394

2,165 views

Original Research

Published on 05 Nov 2025

CADFFNet: a dual-branch neural network for non-destructive detection of cigar leaf moisture content during air-curing stage

in Technical Advances in Plant Science

Zhuoran Xing
Yaqi Shi
Yihao Pan
Kai Zhang
Zhenhua Wang
Bingyang Liu
Xiangdong Shi
Songshuang Ding

Frontiers in Plant Science

doi 10.3389/fpls.2025.1698427

1,157 views

Original Research

Published on 31 Oct 2025

From osmotic imbalance to germination arrest: key physiological nodes in the drought-alkaline interaction of alfalfa

in Technical Advances in Plant Science

Yunfei Zhang
Hongtao Hang
Xiaomei Wan
Guoling Guo
Chuanting Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1670504

1,101 views

Original Research

Published on 29 Oct 2025

Synergistic alleviation effects of salt-tolerant plant growth-promoting rhizobacteria and hydrogen-rich water on salt stress in Pennisetum giganteum

in Technical Advances in Plant Science

Shaohua Chu
Ting Xu
Yuying Feng
Xianzhong Ma
Ruitian Shu
Renyuan Wang
Yu Wang
Doudou Jin
Yaowei Chi
Pei Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1702577

1,645 views

Original Research

Published on 28 Oct 2025

Delaying Candidatus Liberibacter asiaticus infection of citrus trees through use of individual protective covers and systemic delivery of oxytetracycline

in Technical Advances in Plant Science

Caroline Tardivo
Brittney Monus
Gabriel Pugina
Sarah L. Strauss
Fernando Alferez
Ute Albrecht

Frontiers in Plant Science

doi 10.3389/fpls.2025.1671217

1,931 views
1 citation

Original Research

Published on 23 Oct 2025

In-field estimation of vertical distribution of total nitrogen and nicotine content for tobacco plants based on multispectral and texture feature fusion

in Technical Advances in Plant Science

Wenwu Liu
Weimin Guo
Junying Li
Yanling Zhang
Hanping Zhou
Aiguo Wang
Yuxin Hou
Qi Guo
Qiang Xu
Xuan Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1647566

1,601 views

Original Research

Published on 21 Oct 2025

Automatic detection and counting of wheat seedling based on unmanned aerial vehicle images

in Technical Advances in Plant Science

Hecang Zang
Yanjing Wang
Yilong Peng
Shaoyu Han
Qing Zhao
Jie Zhang
Guoqiang Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1665672

1,363 views
1 citation

Original Research

Published on 20 Oct 2025

Enhancing early-season soybean identification through optical and SAR time-series integration

in Technical Advances in Plant Science

Hongchi Zhang
Dailiang Peng
Changyong Dou
Zihang Lou
Xiaoyang Zhang
Le Yu
Kaishan Song
Yaqiong Zhang
Jinkang Hu
Shijun Zheng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1656628

1,778 views

Original Research

Published on 17 Oct 2025

Impact of shorter picking intervals on the storability and postharvest quality of rabbiteye blueberries cv. ‘Brightwell’

in Technical Advances in Plant Science

Amit Godara
Zilfina Rubio Ames
Angelos Deltsidis

Frontiers in Plant Science

doi 10.3389/fpls.2025.1683940

2,090 views

Original Research

Published on 16 Oct 2025

Design and experiment of miss-seeding detection and preparatory seed scraper-belt compensation mechanism based on improved YOLOv5s for potato seed-metering devices

in Technical Advances in Plant Science

Hongling Li
Hua Zhang
Xiaolong Liu
Hui Li
Shangyun Jia
Wei Sun
Guanping Wang
Quan Feng
Sen Yang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1686174

1,684 views
1 citation

Original Research

Published on 15 Oct 2025

Intelligent grading of sugarcane leaf disease severity by integrating physiological traits with the SSA-XGBoost algorithm

in Technical Advances in Plant Science

Xinrui Wang
Jihong Sun
Peng Tian
Mengyao Wu
Jiawei Zhao
Jiangquan Chen
Ye Qian
Canyu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1698808

1,842 views

Original Research

Published on 14 Oct 2025

YOLO-Citrus: a lightweight and efficient model for citrus leaf disease detection in complex agricultural environments

in Technical Advances in Plant Science

Wanmei Feng
Junyu Liu
Zhen Li
Shilei Lyu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1668036

2,561 views
1 citation

Perspective

Published on 14 Oct 2025

Prospects for using plant-based biomass in the construction of bio-based houses

in Technical Advances in Plant Science

Francesco Pancaldi
Martien van den Oever
Rommie van der Weide
Sven van Baren
Sanabel Abdulbawab
Sabine van Rooij
Michael van Buuren
Marcel van der Voort
Arjen van Kampen
Luisa M. Trindade

Frontiers in Plant Science

doi 10.3389/fpls.2025.1697154

1,827 views

Editorial

Published on 13 Oct 2025

Editorial: Agricultural innovation in the age of climate change: a 4.0 approach

in Technical Advances in Plant Science

Angelo Cardellicchio
Vito Renò
Carmela Rosaria Guadagno
Francesco Cellini
Chiara Amitrano

Frontiers in Plant Science

doi 10.3389/fpls.2025.1715677

802 views

Original Research

Published on 13 Oct 2025

Research on cotton plant type identification method based on multidimensional vision

in Technical Advances in Plant Science

Ying Liu
Bo Liu
Weihua Fu
Jiajie Yang
Xiaotong Zheng
Xiantao Ai
Xiaojuan Li

Frontiers in Plant Science

doi 10.3389/fpls.2025.1610577

2,032 views

Original Research

Published on 13 Oct 2025

New-generation rice seed germination assessment: high efficiency and flexibility via SeedRuler web-based platform

in Technical Advances in Plant Science

Zeyu Hou
Jinfeng Zhao
Sheng Dai
Jiawen Yang
Yan Ma
Ming Gong

Frontiers in Plant Science

doi 10.3389/fpls.2025.1671998

2,172 views

Original Research

Published on 10 Oct 2025

Application of real-time detection transformer based on convolutional block attention module and grouped convolution in maize seedling

in Technical Advances in Plant Science

Yunlong Wu
Shouqi Yuan
Yue Tang
Lingdi Tang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1672746

1,584 views
1 citation

Original Research

Published on 09 Oct 2025

BranchMatch: point cloud registration for individual apple trees with limited overlap based on local structure characteristics

in Technical Advances in Plant Science

Ning Wang
Yuheng Cao
Kai Zhang
Shuting Xu
Ruifang Dong
Feng Kang
Man Zhang
Bojia Chi
Yanlong Miao
Yaxiong Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1616611

2,542 views
1 citation

Original Research

Published on 08 Oct 2025

SE-enhanced 1-D CNN with full-band hyperspectral imaging for rapid and accurate maize seed variety classification

in Technical Advances in Plant Science

Linzhe Zhang
Chengzhong Liu
Junying Han
Kai Sun
Yongqiang Feng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1587845

2,136 views

Original Research

Published on 08 Oct 2025

Computer vision-based steering path visualization of headlands in soybean fields

in Technical Advances in Plant Science

Yuyang Ren
Bo Zhang
Yang Li
Changhai Chen
Wenxiao Li
Yongcai Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1673567

1,427 views

1,686 articles

articles

Rice origin traceability using mid-infrared and fluorescence spectral data fusion

TflosYOLO+TFSC: an accurate and robust model for estimating flower count and flowering period

Machine vision-based detection of browning maturity in shiitake cultivation sticks

Estimation of forest above-ground biomass based on stacked ensemble model in Chongqing, China

AI-powered recognition of Chinese medicinal herbs with semantic structure modeling and gradient-guided enhancement

CADFFNet: a dual-branch neural network for non-destructive detection of cigar leaf moisture content during air-curing stage

From osmotic imbalance to germination arrest: key physiological nodes in the drought-alkaline interaction of alfalfa

Synergistic alleviation effects of salt-tolerant plant growth-promoting rhizobacteria and hydrogen-rich water on salt stress in Pennisetum giganteum

Delaying Candidatus Liberibacter asiaticus infection of citrus trees through use of individual protective covers and systemic delivery of oxytetracycline

In-field estimation of vertical distribution of total nitrogen and nicotine content for tobacco plants based on multispectral and texture feature fusion

Automatic detection and counting of wheat seedling based on unmanned aerial vehicle images

Enhancing early-season soybean identification through optical and SAR time-series integration

Impact of shorter picking intervals on the storability and postharvest quality of rabbiteye blueberries cv. ‘Brightwell’

Design and experiment of miss-seeding detection and preparatory seed scraper-belt compensation mechanism based on improved YOLOv5s for potato seed-metering devices

Intelligent grading of sugarcane leaf disease severity by integrating physiological traits with the SSA-XGBoost algorithm

YOLO-Citrus: a lightweight and efficient model for citrus leaf disease detection in complex agricultural environments

Prospects for using plant-based biomass in the construction of bio-based houses

Editorial: Agricultural innovation in the age of climate change: a 4.0 approach

Research on cotton plant type identification method based on multidimensional vision

New-generation rice seed germination assessment: high efficiency and flexibility via SeedRuler web-based platform

Application of real-time detection transformer based on convolutional block attention module and grouped convolution in maize seedling

BranchMatch: point cloud registration for individual apple trees with limited overlap based on local structure characteristics

SE-enhanced 1-D CNN with full-band hyperspectral imaging for rapid and accurate maize seed variety classification

Computer vision-based steering path visualization of headlands in soybean fields