ORIGINAL RESEARCH
Published on 25 Aug 2026
Phenology-aware collaborative retrieval of structural and physiological cotton traits from Sentinel-2 imagery using multi-task learning
doi 10.3389/fpls.2026.1928307
- 598 views
Articles
REVIEW
Published on 06 Jul 2026
From classical practices to precision agriculture: a multidisciplinary review of tea (Camellia sinensis)
doi 10.3389/fpls.2026.1848455
- 2,593 views
- 1 citation
ORIGINAL RESEARCH
Published on 30 Jun 2026
YOLO-ACBG: an enhanced deep learning model for precision monitoring of wheat stripe rust using different vegetation indices
doi 10.3389/fpls.2026.1849651
- 836 views
ORIGINAL RESEARCH
Published on 07 May 2026
Perceptual graph kernels for image-derived plant trait interaction analysis in precision agriculture
doi 10.3389/fpls.2026.1822052
- 1,326 views
ORIGINAL RESEARCH
Published on 21 Apr 2026
Deep learning techniques for early detection and classification of leaf diseases in crops
doi 10.3389/fpls.2026.1790903
- 2,173 views
- 1 citation
ORIGINAL RESEARCH
Published on 24 Feb 2026
MDFE-Net: a multiscale dilated feature enhancement network for small object detection
doi 10.3389/fpls.2026.1778795
- 1,020 views
ORIGINAL RESEARCH
Published on 20 Feb 2026
A federated learning with Large-Small Kernel Attention Network for image classification
doi 10.3389/fpls.2026.1783587
- 1,526 views
ORIGINAL RESEARCH
Published on 21 Jan 2026
IV-YOLO: an information vortex-based progressive fusion method for accurate rice detection
doi 10.3389/fpls.2025.1734022
- 1,600 views
- 1 citation
ORIGINAL RESEARCH
Published on 15 Jan 2026
RFDAF-Net: a novel region-specific feature decoupling and adaptive fusion network for field soybean disease identification in precision agriculture
doi 10.3389/fpls.2025.1734292
- 1,303 views
- 1 citation
ORIGINAL RESEARCH
Published on 14 Jan 2026
Agentic AI for smart and sustainable precision agriculture
doi 10.3389/fpls.2025.1706428
- 15,775 views
- 18 citations
ORIGINAL RESEARCH
Published on 05 Jan 2026
CNNAttLSTM: an attention-enhanced CNN–LSTM architecture for high-precision jackfruit leaf disease classification
doi 10.3389/fpls.2025.1720471
- 2,661 views
- 5 citations
ORIGINAL RESEARCH
Published on 02 Jan 2026
Multispectral imaging and automated analysis for quantifying grain quality to reveal known and potential novel alleles affecting grain traits in wheat
doi 10.3389/fpls.2025.1735309
- 3,649 views
- 2 citations
