Latest Research in Remote Sensing in Agriculture

86 research papers · 0.3 average citations · 2026 median publication year

Top Research Topics in Remote Sensing in Agriculture

Highest-Cited Papers

  1. Which Wordification Matters? A Nineteen-Recipe Sweep of the Interpretable-Topic-Model Framework on Hyperspectral Imagery (25 citations)
  2. Which Wordification Matters? A Nineteen-Recipe Sweep of the Interpretable-Topic-Model Framework on Hyperspectral Imagery (25 citations)
  3. Internet of things-based wireless communication system for smart ocean monitoring systems
  4. Sketch and paint: A structural–temporal aware refinement network for fine-grained crop mapping on satellite image time series
  5. Which Wordification Matters? A Nineteen-Recipe Sweep of the Interpretable-Topic-Model Framework on Hyperspectral Imagery (25 citations)
  6. Developing deep-learning models guided by semantics to colorize historical grayscale aerial imagery for land-cover classification
  7. Assessing Airflow and Temperature Distribution in a Geodesic Dome Greenhouse Under Different Ventilation Configurations: A Computational Fluid Dynamics Study
  8. Exploring the Potential of Contrastive Language-Image Pre-training for Multi-Source Remote Sensing Data
  9. Urban Historical Building Style Recognition Method Integrating Street-view Imagery and Historical Text Semantics
  10. Benchmarking Model Complexity for Short-Term Surrogate Forecasting of High-Resolution Urban WRF Outputs During an Extreme Heatwave in Chongqing
  11. An adaptive method for land cover service composition based on service network
  12. Effects of Background Composition on Tobacco-Plant Segmentation Accuracy and Cross-Scene Stability in UAV RGB Imagery of Karst Fields
  13. Natural Ventilation Strategies to Improve Crop-Zone Thermal Performance and Reduce Cooling Demand in Multi-Span Plastic Greenhouses Under Hot, High-Solar-Radiation, Arid Conditions
  14. The Future of Atmospheric Heatwaves in Chile Projected by a Regional Climate Model
  15. Regional Variance‐Based Sensitivity Analysis and a Study of Regional Equifinality
  16. First-Floor-Finder (F3): Reliability-aware multi-view fusion for automated first-floor height estimation of suburban buildings
  17. Maxwell's Demon as a Test Case for Finite Observer Records
  18. Differentiable Spatial Autocorrelation in End-to-End Deep Learning for Hedonic Agricultural Land Pricing
  19. Extracting Summer-Harvested Crops in the Baojixia Irrigation District Using CycleGAN and Transfer Learning
  20. A Sentinel-2 benchmark dataset for deep-learning active-fire segmentation across 25 California wildfires
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L3 Region - - 2026 Sep Q3

Remote Sensing in Agriculture

86 papers
0.3 avg cites

Top Topics (10)

Computer Vision and Pattern Recognition23
Remote Sensing in Agriculture7
Remote-Sensing Image Classification5
Urban Heat Island Mitigation5
Remote Sensing and LiDAR Applications4
Water Systems and Optimization4
Greenhouse Technology and Climate Control3
Maritime Navigation and Safety2
Flood Risk Assessment and Management2
Multimodal Machine Learning Applications2

Top Publications (20)

1.Which Wordification Matters? A Nineteen-Recipe Sweep of the Interpretable-Topic-Model Framework on Hyperspectral Imagery25c2.Which Wordification Matters? A Nineteen-Recipe Sweep of the Interpretable-Topic-Model Framework on Hyperspectral Imagery25c3.Internet of things-based wireless communication system for smart ocean monitoring systems4.Sketch and paint: A structural–temporal aware refinement network for fine-grained crop mapping on satellite image time series5.Which Wordification Matters? A Nineteen-Recipe Sweep of the Interpretable-Topic-Model Framework on Hyperspectral Imagery25c6.Developing deep-learning models guided by semantics to colorize historical grayscale aerial imagery for land-cover classification7.Assessing Airflow and Temperature Distribution in a Geodesic Dome Greenhouse Under Different Ventilation Configurations: A Computational Fluid Dynamics Study8.Exploring the Potential of Contrastive Language-Image Pre-training for Multi-Source Remote Sensing Data9.Urban Historical Building Style Recognition Method Integrating Street-view Imagery and Historical Text Semantics10.Benchmarking Model Complexity for Short-Term Surrogate Forecasting of High-Resolution Urban WRF Outputs During an Extreme Heatwave in Chongqing11.An adaptive method for land cover service composition based on service network12.Effects of Background Composition on Tobacco-Plant Segmentation Accuracy and Cross-Scene Stability in UAV RGB Imagery of Karst Fields13.Natural Ventilation Strategies to Improve Crop-Zone Thermal Performance and Reduce Cooling Demand in Multi-Span Plastic Greenhouses Under Hot, High-Solar-Radiation, Arid Conditions14.The Future of Atmospheric Heatwaves in Chile Projected by a Regional Climate Model15.Regional Variance‐Based Sensitivity Analysis and a Study of Regional Equifinality16.First-Floor-Finder (F3): Reliability-aware multi-view fusion for automated first-floor height estimation of suburban buildings17.Maxwell's Demon as a Test Case for Finite Observer Records18.Differentiable Spatial Autocorrelation in End-to-End Deep Learning for Hedonic Agricultural Land Pricing19.Extracting Summer-Harvested Crops in the Baojixia Irrigation District Using CycleGAN and Transfer Learning20.A Sentinel-2 benchmark dataset for deep-learning active-fire segmentation across 25 California wildfires
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