Latest Research in Remote Sensing in Agriculture

56 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Remote Sensing in Agriculture

Highest-Cited Papers

  1. Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer Assistance (1 citations)
  2. AI-Based Cassava Leaf Disease Detection to Support Smallholder Farmers in Ghana
  3. Multimodal multitask deep learning for chili pepper disease diagnosis and severity estimation using images and agrometeorological data
  4. An explainable graph based inception framework for Aegle marmelos leaf disease classification
  5. AI-Based Cassava Leaf Disease Detection to Support Smallholder Farmers in Ghana
  6. Cybernetic Systems for Groundnut Crop Disease Detection Through Generative Adversarial Networks
  7. Application of deep transfer learning for foliar disease detection in Solanaceous vegetables for sustainable production
  8. Improving Cross-Dataset Generalization for Plant Disease Classification Using Transfer Learning and Enhanced Data Augmentation
  9. Improving Cross-Dataset Generalization for Plant Disease Classification Using Transfer Learning and Enhanced Data Augmentation
  10. PLANTAIN LEAF DISEASE DETECTION USING MULTICLASS CLASSIFICATION
  11. Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop disease diagnosis in low-resource farming communities
  12. TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases
  13. AgroGuard AI: A Zero-Shot Multimodal Crop Disease Diagnostic Assistant for Smallholder Farming
  14. AgroGuard AI: A Zero-Shot Multimodal Crop Disease Diagnostic Assistant for Smallholder Farming
  15. Performance Visualization of a Self-Devised HMBFNet for Disease Detection in Plants for Their Earlier Diagnosis
  16. Evaluating the Reliability of CNN-Based Tomato Disease Classification Under Real-World Conditions: An AI Safety Case Study
  17. A TinyMLOps Pipeline for Coarse-Grained Plant Disease Classification in Precision Agriculture
  18. Evaluating the Reliability of CNN-Based Tomato Disease Classification Under Real-World Conditions: An AI Safety Case Study
  19. Fractal-Based Image Analysis for Multi-Stage Detection of Tomato Late Blight Using a Laboratory Image Dataset of Greenhouse-Grown Tomato Plants
  20. Early detection of rice bacterial leaf blight disease using canopy hyperspectral data and machine learning
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2026 AUG Q2

Remote Sensing in Agriculture

56 papers

Top Topics (6)

Smart Agriculture and AI50
Remote Sensing in Agriculture2
Banana Cultivation and Research1
Computer Vision and Pattern Recognition1
Spectroscopy and Chemometric Analyses1
Plant Pathogens and Fungal Diseases1

Top Publications (20)

1.Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer Assistance1c2.AI-Based Cassava Leaf Disease Detection to Support Smallholder Farmers in Ghana3.Multimodal multitask deep learning for chili pepper disease diagnosis and severity estimation using images and agrometeorological data4.An explainable graph based inception framework for Aegle marmelos leaf disease classification5.AI-Based Cassava Leaf Disease Detection to Support Smallholder Farmers in Ghana6.Cybernetic Systems for Groundnut Crop Disease Detection Through Generative Adversarial Networks7.Application of deep transfer learning for foliar disease detection in Solanaceous vegetables for sustainable production8.Improving Cross-Dataset Generalization for Plant Disease Classification Using Transfer Learning and Enhanced Data Augmentation9.Improving Cross-Dataset Generalization for Plant Disease Classification Using Transfer Learning and Enhanced Data Augmentation10.PLANTAIN LEAF DISEASE DETECTION USING MULTICLASS CLASSIFICATION11.Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop disease diagnosis in low-resource farming communities12.TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases13.AgroGuard AI: A Zero-Shot Multimodal Crop Disease Diagnostic Assistant for Smallholder Farming14.AgroGuard AI: A Zero-Shot Multimodal Crop Disease Diagnostic Assistant for Smallholder Farming15.Performance Visualization of a Self-Devised HMBFNet for Disease Detection in Plants for Their Earlier Diagnosis16.Evaluating the Reliability of CNN-Based Tomato Disease Classification Under Real-World Conditions: An AI Safety Case Study17.A TinyMLOps Pipeline for Coarse-Grained Plant Disease Classification in Precision Agriculture18.Evaluating the Reliability of CNN-Based Tomato Disease Classification Under Real-World Conditions: An AI Safety Case Study19.Fractal-Based Image Analysis for Multi-Stage Detection of Tomato Late Blight Using a Laboratory Image Dataset of Greenhouse-Grown Tomato Plants20.Early detection of rice bacterial leaf blight disease using canopy hyperspectral data and machine learning
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