ORIGINAL RESEARCH
Published on 16 Jul 2026
Confidence and uncertainty aware deep learning for reliable grape leaf disease diagnosis under real world field conditions
doi 10.3389/fpls.2026.1839652
- 388 views
- Frontiers in Plant Science
- Sustainable and Intelligent Phytoprotection
- Research Topics
- Smart Plant Pest and Disease Detection Machinery and Technology: Innovations for Sustainable Agriculture
Smart Plant Pest and Disease Detection Machinery and Technology: Innovations for Sustainable Agriculture
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DATA REPORT
Published on 10 Jul 2026
SPVD-field: a task-oriented multi-task visual dataset for sweet potato virus disease under real field conditions
doi 10.3389/fpls.2026.1843877
- 536 views
ORIGINAL RESEARCH
Published on 08 Jul 2026
ShuffleNetV2 SSM MLCA: a lightweight recognition network for wheat fungal diseases
doi 10.3389/fpls.2026.1841159
- 404 views
ORIGINAL RESEARCH
Published on 19 Jun 2026
A multi-source fusion and feedback-optimized intelligent agent for crop disease and pest diagnosis and treatment
doi 10.3389/fpls.2026.1811772
- 858 views
ORIGINAL RESEARCH
Published on 18 Jun 2026
MSDF-Net: a cross-version lightweight detection framework based on deformable convolution and high-resolution feature enhancement for pine wilt disease
doi 10.3389/fpls.2026.1857579
- 908 views
ORIGINAL RESEARCH
Published on 15 Jun 2026
Real-time detection of plant leaf diseases based on improved YOLOv13-LM in complex field environments
doi 10.3389/fpls.2026.1819646
- 782 views
ORIGINAL RESEARCH
Published on 22 May 2026
Quantifying the reliability gap in cross-domain plant disease classification: benchmarking the limited efficacy of standard mitigation techniques under controlled-to-field shift
doi 10.3389/fpls.2026.1826962
- 1,741 views
- 1 citation
ORIGINAL RESEARCH
Published on 22 May 2026
Optimised hybrid late fusion deep learning model for cashew disease classification
doi 10.3389/fpls.2026.1815033
- 941 views
ORIGINAL RESEARCH
Published on 13 May 2026
Lightweight architecture optimization of YOLOv12n for improved cotton verticillium wilt detection
doi 10.3389/fpls.2026.1822081
- 919 views
ORIGINAL RESEARCH
Published on 29 Apr 2026
Adaptive recognition network for few-shot plant diseases and pests based on homeostatic neuromodulation and meta-plasticity
doi 10.3389/fpls.2026.1796835
- 1,142 views
ORIGINAL RESEARCH
Published on 13 Apr 2026
Nanoencapsulation of Helichrysum italicum (Roth) G. Don essential oil for eco-friendly control of citrus aphid (Aphis spiraecola)
doi 10.3389/fpls.2026.1808571
- 1,349 views
ORIGINAL RESEARCH
Published on 10 Apr 2026
AF-RT-DETR: Adaptive cross-scale feature interaction for real-time plant disease detection in complex field environments
doi 10.3389/fpls.2026.1788655
- 1,347 views
- 3 citations
