Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Accepted on 21 Feb 2025

YO-AFD: An improved YOLOv8-based deep learning approach for rapid and accurate apple flower detection

in Technical Advances in Plant Science

Dandan Wang
Bo Wang
Huiabo Song

Frontiers in Plant Science

doi 10.3389/fpls.2025.1541266

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

168 views

Original Research

Accepted on 19 Feb 2025

Apparent soil electrical conductivity and gamma-ray spectrometry to map particle size fraction in micro-irrigated citrus orchards in California

in Technical Advances in Plant Science

Elia Scudiero
Michael P Schmidt
Todd H Skaggs
Jorge FS Ferreira
Daniele Zaccaria
Alireza Pourreza
Dennis Corwin

Frontiers in Plant Science

doi 10.3389/fpls.2025.1512598

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

188 views

Original Research

Accepted on 17 Feb 2025

Combining multispectral and high-resolution 3D imaging for leaf vein segmentation and density measurement

in Technical Advances in Plant Science

Yi-Hong Liao
Song Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1560220

Original Research

Accepted on 17 Feb 2025

Antioxidant Metabolism Insights into Ripening and Senescence Delay of Green Pepper Fruit through the Salicylic Acid Preharvest Treatment

in Technical Advances in Plant Science

Alicia Dobón Suárez
María Gutiérrez Pozo
Vicente Serna Escolano
MARIA JOSE GIMENEZ
Daniel Valero Garrido
María Serrano
María Emma García Pastor
Pedro Javier Zapata

Frontiers in Plant Science

doi 10.3389/fpls.2025.1475068

Original Research

Accepted on 17 Feb 2025

Two-leaf daily GPP model based on a rectangular hyperbolic model adjusted for air temperature and vegetation type

in Technical Advances in Plant Science

Qiuxiang Yi
Fumin Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1555482

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

228 views

Original Research

Accepted on 14 Feb 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

121 views

Original Research

Accepted on 14 Feb 2025

Bridging Technology and Ecology: Enhancing Applicability of Deep Learning and UAV-Based Flower Recognition

in Technical Advances in Plant Science

Marie Schnalke
Jonas Funk
Andreas Wagner

Frontiers in Plant Science

doi 10.3389/fpls.2025.1498913

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

201 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

385 views

Original Research

Accepted on 10 Feb 2025

Image-based yield prediction for tall fescue using Random Forests and Convolutional Neural Networks

in Technical Advances in Plant Science

Sarah Ghysels
Bernard De Baets
Dirk Reheul
Steven Maenhout

Frontiers in Plant Science

doi 10.3389/fpls.2025.1549099

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

361 views

Review

Accepted on 08 Feb 2025

Classification of and Detection Techniques for RNAi-induced Effects in GM plants

in Technical Advances in Plant Science

Cecilia Andrea Diaz
Steve U Ayobahan
Samson Simon
Luise Zühl
Andreas Schiermeyer
Elke Eilebrecht
Sebastian Eilebrecht

Frontiers in Plant Science

doi 10.3389/fpls.2025.1535384

209 views

Original Research

Accepted on 07 Feb 2025

Automatic Optimization of Region of Interest in Hyperspectral Images for Detection of 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

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Articles

YO-AFD: An improved YOLOv8-based deep learning approach for rapid and accurate apple flower detection

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

Apparent soil electrical conductivity and gamma-ray spectrometry to map particle size fraction in micro-irrigated citrus orchards in California

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

Combining multispectral and high-resolution 3D imaging for leaf vein segmentation and density measurement

Antioxidant Metabolism Insights into Ripening and Senescence Delay of Green Pepper Fruit through the Salicylic Acid Preharvest Treatment

Two-leaf daily GPP model based on a rectangular hyperbolic model adjusted for air temperature and vegetation type

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

Remote Sensing Inversion of Nitrogen Content in Silage Maize Plants based on Feature Selection

Bridging Technology and Ecology: Enhancing Applicability of Deep Learning and UAV-Based Flower Recognition

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

Image-based yield prediction for tall fescue using Random Forests and Convolutional Neural Networks

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

Classification of and Detection Techniques for RNAi-induced Effects in GM plants

Automatic Optimization of Region of Interest in Hyperspectral Images for Detection of Vegetative Indices in Soybeans