LRD-Inst: a lightweight and robust dual-branch framework for instance segmentation of mixed bagged and unbagged apples [0.03%]
轻量级混合包装苹果实例分割的双分支框架
Chunyan Zhu,Xilei Zeng,Wenquan Liu et al.
Chunyan Zhu et al.
Introduction: Amid global labor shortages, automated harvesting robots are essential for enhancing agricultural productivity, with robust instance segmentation serving as the core vision task. However, existing methods fa...
Carbon allocation across dominance classes varies with planting density, site quality, and climatic moisture deficit in Cunninghamia lanceolata plantations [0.03%]
种植密度、林地质量及气候干旱度对南方红豆杉人工林优势级碳分配的影响
Ziqing Lv,Raphaël Trouvé,Craig R Nitschke et al.
Ziqing Lv et al.
Chinese fir plantations are a major component of China's forest carbon sink, and their mitigation value depends not only on total biomass but also on how carbon is allocated among stems, crowns, and roots at the tree level. Carbon allocatio...
Light mowing supports fine-root production in a temperate saline-alkaline grassland soil [0.03%]
轻度割草促进温带盐碱草地土壤细根产生
Meng Cui,Huajie Diao,Qingshi Ning et al.
Meng Cui et al.
The dynamic changes and differential responses of roots - an important research hotspot in belowground ecology-are one of the most fascinating yet elusive focuses in terrestrial ecology. We conducted a two-year field experiment in a tempera...
Anisotropic boundary-aware detection for cotton leaf diseases with boundary-decoupled regression and lightweight feature adaptation [0.03%]
各向异性边界感知检测：基于边界解耦回归和轻量化特征适配的棉花叶部病害检测方法
Bingyu Cao,Zhikai Yang,Wei Chen et al.
Bingyu Cao et al.
Detecting cotton leaf diseases in open-field environments is challenging due to cluttered backgrounds, scale variation, and irregular lesion morphology. Conventional detectors rely on isotropic receptive fields and coupled box-regression lo...
Hierarchical vision mamba U-net for farmland semantic segmentation from remote sensing imagery [0.03%]
分层次视觉大弯网远感图像语义分割农田提取方法
Jing Zhang,Ting Zhang,Guohong Qi
Jing Zhang
Farmland semantic segmentation (FSS) from remote sensing imagery (RSIs) is a critical yet challenging task in precision agriculture. CNN-based methods suffer from limited receptive fields and poor long-range dependency modeling, while Trans...
Nanoclay, calcium alginate, and composite soil amendments mitigate drought effects on wheat growth and water-use efficiency [0.03%]
纳米粘土、钙藻酸盐和复合土壤改良剂可缓解干旱对小麦生长及水分利用效率的不利影响
Ali El-Keblawy,Abdelaziz Elgamouz,Mohamed Abdallah et al.
Ali El-Keblawy et al.
Introduction: Water scarcity and increasing drought frequency constrain wheat production in arid and semi-arid regions, highlighting the need for soil-based strategies that can sustain crop performance under limited water...
Pre-exposure to drought enhances resilience to recurrent drought in soybean by orchestrating H2O2 homeostasis through coordinated antioxidant and hexose metabolism [0.03%]
预先干旱处理通过协调抗氧化和己糖代谢来调控过氧化氢稳态以增强大豆对反复干旱的抗逆性
Wenqing Zhao,Yuqian Shen,Yuanyuan Qi et al.
Wenqing Zhao et al.
Drought-primed soybean seedlings are able to maintain a dynamic equilibrium of hydrogen peroxide (H2O2) during subsequent severe drought, but the regulatory mechanisms remain poorly understood. To investigate this, soybean seedlings in this...
S-nitrosoglutathione-loaded chitosan nanoparticles promote adaptive responses to water deficit in the critically endangered conifer Araucaria angustifolia [0.03%]
S-硝基谷胱甘肽载壳聚糖纳米颗粒促进critically endangered conifer Araucaria angustifolia干旱缺水适应性响应
Rafael C da Silva,Giovanna C Do Carmo,Ana C Preisler et al.
Rafael C da Silva et al.
Araucaria angustifolia, a conifer adapted to cold and high-altitude climates, is increasingly threatened by climate change, which further raises its existing risk of extinction. Projected changes in water availability are expected to expose...
Soil salinity impairs soil microbial activity, nutrient availability, plant nutrient uptake, and yield of onion (Allium cepa L.) [0.03%]
土壤盐分抑制了土壤微生物活性，养分供应，植物养分吸收和洋葱（普通洋葱）产量
Mayur B Patil,Sushant Sukumar Patil,Payal A Mahadule et al.
Mayur B Patil et al.
Background: Onion (Allium cepa L.) is highly sensitive to salinity, which can severely affect soil microbial activity, nutrient availability, plant nutrient uptake, and bulb yield. ...
Correction: A study on plant disease and pest detection and counting based on multi-scale enhancement and cross-scale fusion [0.03%]
纠正：基于多尺度增强和跨尺度融合的植物病虫害检测与计数研究
Frontiers Production Office
Frontiers Production Office
[This corrects the article DOI: 10.3389/fpls.2026.1850591.]. Keywords: cross-scale attention fusion; multi-s...
Published Erratum
Frontiers in plant science. 2026 Jul 13:17:1927536. DOI:10.3389/fpls.2026.1927536 2026