Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Accepted on 03 Mar 2025

Estimation of the water content of needles under stress by Erannis jacobsoni Djak. via Sentinel-2 satellite remote sensing

in Technical Advances in Plant Science

Jiaze Guo
HUANG Xiaojun
Debao Zhou
Junsheng Zhang
Gang Bao
Siqin Tong
Yuhai Bao
Dashzebeg Ganbat
Dorjsuren Altanchimeg
Davaadorj Enkhnasan

Frontiers in Plant Science

doi 10.3389/fpls.2025.1540604

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

350 views

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

1,510 views

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

516 views

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

1,297 views

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

569 views

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

617 views

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

416 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

736 views

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

791 views

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

398 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

466 views

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

501 views

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

489 views

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

598 views

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

486 views