Frontiers in Plant Science

Methods

Published on 01 Dec 2025

Exploiting adversarial style for generalized and robust weed segmentation in rice paddy field

in Technical Advances in Plant Science

Yaoxuan Zhang
Hao Cai
Jiahui Ye
Fubin Pan
Shuanglong Wu
Bob Zhang
Long Qi
Ruijun Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1703811

787 views

Original Research

Published on 01 Dec 2025

A lightweight tri-modal few-shot detection framework for fruit diversity recognition toward digital orchard archiving

in Sustainable and Intelligent Phytoprotection

Huaqiang Xu
Honghan Li
Ji Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1696622

1,341 views
1 citation

Original Research

Published on 01 Dec 2025

Mapping stability and instability hotspots in Jiangsu’s vegetation: an explainable machine learning approach to climatic and anthropogenic drivers

in Functional Plant Ecology

Fusheng Jiao
Xiaojuan Xu
Haibo Gong
Chuanzhuang Liang
Jing Liu
Kun Zhang
Yue Yang
Dayi Lin
Naifeng Lin
Changxin Zou

Frontiers in Plant Science

doi 10.3389/fpls.2025.1678262

906 views

Original Research

Published on 01 Dec 2025

Mechanism for efficient nitrogen utilization by peach rootstock GF677 (Prunus amygdalus × Prunus persica) in alkaline orchard soils

in Crop and Product Physiology

Hai-yan Song
Ke Zhao
Qiang Wang
Guo-liang Jiang
Shu-xia Sun
Jing Li
Mei-yan Tu
Ling-li Wang
Cheng-yong He
Tie Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1699942

940 views

Original Research

Published on 01 Dec 2025

Integrated transcriptomic and metabolomic analyses reveal optimized cultivation strategies for purple potatoes (Solanum tuberosum L.)

in Crop and Product Physiology

Weiran Zhong
Jin Yang
Fengming Liang
Qiang Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1675151

969 views

Original Research

Published on 01 Dec 2025

Loss of Arabidopsis ACR11 results in altered C/N balance and high sensitivity to nitrogen toxicity

in Plant Metabolism and Chemodiversity

Jacob R. Kunkel
Hiroshi A. Maeda
Jorge El-Azaz

Frontiers in Plant Science

doi 10.3389/fpls.2025.1679652

1,314 views

Original Research

Published on 01 Dec 2025

TSSC: a new deep learning model for accurate pea leaf disease identification

in Sustainable and Intelligent Phytoprotection

Laixiang Xu
Yibu Chang
Chenyang Li
Yang Zhang
Xiaodong Yang
Xinjia Chen
Zhaopeng Cai
Junmin Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2025.1718758

1,099 views
1 citation

Original Research

Published on 01 Dec 2025

Modeling of table grape soluble solids content, titratable acidity and pH prediction during storage based on Vis-NIR spectroscopy

in Crop and Product Physiology

Ke He
Yuan Su
Lei He
Can Hu
Jianfei Xing
Naimov Alisher

Frontiers in Plant Science

doi 10.3389/fpls.2025.1723949

1,037 views

Original Research

Published on 01 Dec 2025

Brackish water irrigation boosts honeysuckle (Lonicera japonica Thunb.)-salt tolerance by regulating sodium partitioning and potassium homeostasis: implications for coastal saline soil

in Plant Nutrition

Yu Shi
Xiaojie Wang
Kaipeng Zhang
Xuepeng Liu
Jiangbao Xia
Dongjie Zhang
Xiaoshuai Zhang
Qiqi Cao
Wenjun He

Frontiers in Plant Science

doi 10.3389/fpls.2025.1655009

944 views

Editorial

Published on 01 Dec 2025

Editorial: From sunlight to plant health: decoding metabolic responses

in Photosynthesis and Photobiology

Carmen Arena
Luigi Gennaro Izzo
Marina López-Pozo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1741911

721 views

Original Research

Published on 01 Dec 2025

Genetic suppressor of fd-gogat1 reveals crosstalk among brassinosteroids, photorespiration, and amino acid metabolism

in Plant Metabolism and Chemodiversity

Katherine A. Klimpel
Annika Findlay
Sannidhi Menon
Leah Cytron-Walker
Caylynn A. Dedow
Lazlo Camou
Michela Cadarso
Meghan F. McGuire
Jeff Pietroske
Daniel Idowu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1680431

943 views

Original Research

Published on 01 Dec 2025

ROS-mediated membrane damage and antioxidant imbalance drive apple flesh browning during cold storage

in Crop and Product Physiology

Jihan Wang
Fujun Li
Bingru Li
Ling Li
Jing Shang
Xiaodong Fu
Xiuming Zhao
Xiaoan Li
Xinhua Zhang
Zienab F. R. Ahmed

Frontiers in Plant Science

doi 10.3389/fpls.2025.1718635

1,173 views
1 citation

Original Research

Published on 01 Dec 2025

Canola grain yield and quality response to Sunn hemp cover crop, combined nano zinc and copper, and nitrogen fertiliser application under different agroecological zones

in Crop and Product Physiology

Mahlare Mapula Mokgophi
Kingsley Kwabena Ayisi
Pholosho Mmateko Kgopa
Mapotso Anna Kena

Frontiers in Plant Science

doi 10.3389/fpls.2025.1706625

831 views

Methods

Published on 01 Dec 2025

ALNet: towards real-time and accurate maize row detection via anchor-line network

in Technical Advances in Plant Science

Bofeng Feng
Qingliang He
Yun Hu
Hao Cai
Dongyu Luo
Zhiye Shen
Bob Zhang
Long Qi
Ruijun Ma

Frontiers in Plant Science

doi 10.3389/fpls.2025.1706596

834 views

Review

Published on 01 Dec 2025

Molecular and genomic insights into viral resistance in Capsicum spp.: pathogenesis, defense mechanisms, and breeding innovations

in Plant Pathogen Interactions

Jayabalan Shilpha
Won-Hee Kang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1716114

1,465 views

Original Research

Accepted on 28 Nov 2025

CMNet: an asymmetric dual-branch network for accurate cotton segmentation

in Sustainable and Intelligent Phytoprotection

Gengrong Zhang
Halidanmu Abudukelimu
Mayilamu Musideke
Shuqin Wu
Abudukelimu Abulizi
Cuiqin Guo
Yajun Zhang

Frontiers in Plant Science

430 views

Original Research

Accepted on 28 Nov 2025

Exogenous putrescine enhances salt tolerance in Populus nigra × maximowiczii: Growth, physiological, and biochemical responses

in Plant Physiology

Sanchari Kundu
Medini Weerasinghe
Maegan Gagne
Stephanie Long
Rakesh Minocha
Subhash Minocha

Frontiers in Plant Science

473 views

Original Research

Published on 28 Nov 2025

Deep learning-based phenotyping of lettuce diseases using Efficient-FBM-FRMNet for precision agriculture

in Sustainable and Intelligent Phytoprotection

Parul Nasra
Sheifali Gupta
Mudassir Khan
Jaibir Singh
Bayan Alabdullah
Abrar Almjally
Ruby Pant
Nitin Kumar
Salil Bharany

Frontiers in Plant Science

doi 10.3389/fpls.2025.1704647

1,806 views

Original Research

Published on 28 Nov 2025

Stand structure mediates the process of nutrient resorption in Chinese fir plantations during different stand developments

in Functional Plant Ecology

Yuanli Ouyang
Minxuan Chen
Qinxiu Huang
Fusheng Chen
Cancan Zhang
Wensheng Bu

Frontiers in Plant Science

doi 10.3389/fpls.2025.1621379

749 views

Original Research

Published on 28 Nov 2025

Exploring morphological aspects, cuticle size and volatile compounds in the fruits of four olive cultivars as possibly interdependent components of Bactrocera oleae tolerance

in Plant Metabolism and Chemodiversity

Cosimo Taiti
Luca Lombardo
Gianluca Godino
Luciana Renna
Elisa Masi
Elettra Marone
Marta Beccaluva
Annamaria Ienco
Samanta Zelasco
Santina Rizzo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1681993

1,026 views

Original Research

Published on 28 Nov 2025

Genome-wide association study and fine-mapping identify a major quantitative trait locus controlling hundred-seed weight in soybean

in Functional and Applied Plant Genomics

Chunlei Zhang
Huilong Hong
Rongqiang Yuan
Shiyao Zhang
Tianjiao Gao
Shuping Yan
Sobhi F. Lamlom
Honglei Ren
Zhangxiong Liu
Jiajun Wang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1716186

1,491 views

Original Research

Published on 28 Nov 2025

Transcriptome and metabolome analysis of Atractylodes lancea across different developmental stages

in Plant Metabolism and Chemodiversity

Guanyu Zhang
Zhiqiang Zhao
Yaqian Li
Leheng Zhang
Jimei Lu
Kangru Qi
Hua Liang
Liangping Zha
Jin Xie

Frontiers in Plant Science

doi 10.3389/fpls.2025.1720423

979 views

Original Research

Published on 28 Nov 2025

A calcium-mobilizing biostimulant provides tipburn control comparable to vertical airflow fans in greenhouse hydroponic lettuce ‘Rex’

in Plant Abiotic Stress

Moein Moosavi-Nezhad
Qingwu Meng

Frontiers in Plant Science

doi 10.3389/fpls.2025.1701667

1,100 views
2 citations

Original Research

Published on 28 Nov 2025

Hyperspectral inversion model of ginkgo leaf yield prediction based on machine learning

in Sustainable and Intelligent Phytoprotection

Zheng Zuo
Maocheng Zhao
Liang Qi
Bin Wu
Hongyan Zou
Weijun Xie
Qiaolin Ye
Chi Zhou
Kai Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2025.1698830

1,065 views

33,359 articles

articles

Exploiting adversarial style for generalized and robust weed segmentation in rice paddy field

A lightweight tri-modal few-shot detection framework for fruit diversity recognition toward digital orchard archiving

Mapping stability and instability hotspots in Jiangsu’s vegetation: an explainable machine learning approach to climatic and anthropogenic drivers

Mechanism for efficient nitrogen utilization by peach rootstock GF677 (Prunus amygdalus × Prunus persica) in alkaline orchard soils

Integrated transcriptomic and metabolomic analyses reveal optimized cultivation strategies for purple potatoes (Solanum tuberosum L.)

Loss of Arabidopsis ACR11 results in altered C/N balance and high sensitivity to nitrogen toxicity

TSSC: a new deep learning model for accurate pea leaf disease identification

Modeling of table grape soluble solids content, titratable acidity and pH prediction during storage based on Vis-NIR spectroscopy

Brackish water irrigation boosts honeysuckle (Lonicera japonica Thunb.)-salt tolerance by regulating sodium partitioning and potassium homeostasis: implications for coastal saline soil

Editorial: From sunlight to plant health: decoding metabolic responses

Genetic suppressor of fd-gogat1 reveals crosstalk among brassinosteroids, photorespiration, and amino acid metabolism

ROS-mediated membrane damage and antioxidant imbalance drive apple flesh browning during cold storage

Canola grain yield and quality response to Sunn hemp cover crop, combined nano zinc and copper, and nitrogen fertiliser application under different agroecological zones

ALNet: towards real-time and accurate maize row detection via anchor-line network

Molecular and genomic insights into viral resistance in Capsicum spp.: pathogenesis, defense mechanisms, and breeding innovations

CMNet: an asymmetric dual-branch network for accurate cotton segmentation

Exogenous putrescine enhances salt tolerance in Populus nigra × maximowiczii: Growth, physiological, and biochemical responses

Deep learning-based phenotyping of lettuce diseases using Efficient-FBM-FRMNet for precision agriculture

Stand structure mediates the process of nutrient resorption in Chinese fir plantations during different stand developments

Exploring morphological aspects, cuticle size and volatile compounds in the fruits of four olive cultivars as possibly interdependent components of Bactrocera oleae tolerance

Genome-wide association study and fine-mapping identify a major quantitative trait locus controlling hundred-seed weight in soybean

Transcriptome and metabolome analysis of Atractylodes lancea across different developmental stages

A calcium-mobilizing biostimulant provides tipburn control comparable to vertical airflow fans in greenhouse hydroponic lettuce ‘Rex’

Hyperspectral inversion model of ginkgo leaf yield prediction based on machine learning