ORIGINAL RESEARCH
Accepted on 09 Dec 2025
- Frontiers in Plant Science
- Sustainable and Intelligent Phytoprotection
- Research Topics
- Plant Pest and Disease Model Forecasting: Enhancing Precise and Data-Driven Agricultural Practices
Plant Pest and Disease Model Forecasting: Enhancing Precise and Data-Driven Agricultural Practices
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Articles
ORIGINAL RESEARCH
Published on 30 Oct 2025
“Smart agriculture: a climate-driven approach to modelling and forecasting fall armyworm populations in maize using machine learning algorithms”
doi 10.3389/fpls.2025.1636412
- 1,168 views
ORIGINAL RESEARCH
Published on 04 Sep 2025
TriPerceptNet: a lightweight multi-scale enhanced YOLOv11 model for accurate rice disease detection in complex field environments
doi 10.3389/fpls.2025.1614929
- 2,026 views
ORIGINAL RESEARCH
Published on 22 Aug 2025
Lightweight rice leaf spot segmentation model based on improved DeepLabv3+
doi 10.3389/fpls.2025.1635302
- 1,093 views
- 1 citation
ORIGINAL RESEARCH
Published on 13 Aug 2025
GhostConv+CA-YOLOv8n: a lightweight network for rice pest detection based on the aggregation of low-level features in real-world complex backgrounds
doi 10.3389/fpls.2025.1620339
- 1,476 views
- 1 citation
ORIGINAL RESEARCH
Published on 05 Aug 2025
BiSeNeXt: a yam leaf and disease segmentation method based on an improved BiSeNetV2 in complex scenes
doi 10.3389/fpls.2025.1602102
- 1,574 views
ORIGINAL RESEARCH
Published on 09 Jun 2025
Developing a spatio-temporal model for banana bunchy top disease: leveraging remote sensing and survey data
doi 10.3389/fpls.2025.1521620
- 3,095 views
- 5 citations
ORIGINAL RESEARCH
Published on 19 May 2025
An efficient non-parametric feature calibration method for few-shot plant disease classification
doi 10.3389/fpls.2025.1541982
- 1,123 views
ORIGINAL RESEARCH
Published on 15 May 2025
Projecting global shifts in the invasive potential of Bidens pilosa L. under climate change using species distribution models
doi 10.3389/fpls.2025.1580278
- 2,367 views
- 4 citations
ORIGINAL RESEARCH
Published on 06 May 2025
WMC-RTDETR: a lightweight tea disease detection model
doi 10.3389/fpls.2025.1574920
- 2,962 views
- 6 citations
ORIGINAL RESEARCH
Published on 08 Apr 2025
AMS-MLP: adaptive multi-scale MLP network with multi-scale context relation decoder for pepper leaf segmentation
doi 10.3389/fpls.2025.1515105
- 1,195 views
- 3 citations
ORIGINAL RESEARCH
Published on 27 Mar 2025
Identification of rice leaf disease based on DepMulti-Net
doi 10.3389/fpls.2025.1522487
- 1,349 views
- 1 citation
