Latest Research in Smart Agriculture and AI

8 research papers · 2026 median publication year

Top Research Topics in Smart Agriculture and AI

Highest-Cited Papers

  1. An RT-DETR-Based Strawberry Disease Detection Method via Multi-Domain Collaborative Optimization
  2. Low-Data Metric-Learning Phenomic Framework for Interpretable Cultivar Identification and Similarity Analysis in Panax ginseng
  3. Applying convolutional neural networks to X-ray images to improve postharvest detection of fruit fly infestation
  4. Meta-Learning for Data-Efficient Plant Growth Estimation via Vision Transformers and Fuzzy Clustering
  5. A hybrid deep learning framework for acoustic pest detection
  6. YOLOv11n-SWAQ: A Lightweight Adaptive Compression Method for Agricultural Images
  7. A mobile discrimination system for improper cured tobacco leaves based on machine vision and lightweight machine–deep learning methods
  8. Automated Drought-Stress Assessment in Lettuce: A Detection-Guided Segmentation Approach for Multi-Plant RGB Imagery
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.