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Remote-Sensing Image Classification

This cluster of papers focuses on the advances in hyperspectral image analysis, remote sensing, and classification. It covers topics such as deep learning, change detection, spectral unmixing, feature extraction, and object-based analysis for remote sensing applications.

66.4K works worldwide1.3M citations
HyperspectralImage AnalysisRemote SensingClassificationDeep LearningChange DetectionSpectral UnmixingFeature ExtractionObject-Based AnalysisSupport Vector Machines

Journals publishing in this area

Articles on Scinovex in this research area

25 articles, most cited first

  1. Kappa Coefficient accuracy estimation for assessing the major components of Mudbank formation through the temporal scale (24 years) of the Subarnarekha river estuary zone, Odisha, India.
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  2. Spatio-temporal LULC analysis of Patiala city using remote sensing and GIS
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  3. Urbanization dynamics and land use change analysis using GIS and remote sensing: A case study of Jhajjar district
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  4. Land use land cover change detection using machine learning in google earth engine of Morna Watershed
    International Journal of Research in Agronomy · 2026 · 0 citations
  5. Remote sensing and AI based technologies in modern agriculture: A comprehensive review for crop improvement
    International Journal of Research in Agronomy · 2026 · 0 citations
  6. Prediction of future Land Use/Land Cover (LULC) changes using random forest model in google earth engine (2035–2045)
    International Journal of Agriculture Extension and Social Development · 2026 · 0 citations
  7. Satellite remote sensing and artificial intelligence for disaster risk reduction
    International Journal of Research in Agronomy · 2026 · 0 citations
  8. Remote sensing and ai-driven innovations in contemporary agriculture and horticulture: A review for crop improvement
    International Journal of Research in Agronomy · 2026 · 0 citations
  9. Land use and land cover change detection using AI and satellite imagery
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  10. Automated cloud motion tracking using satellite imagery and deep learning
    International Journal of Horticulture and Food Science · 2026 · 0 citations · AI summary
  11. Remote sensing and GIS-based assessment of spatio-temporal land use and land cover dynamics in Churachandpur district, Manipur, Northeast India
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  12. Geo AI technology and its applications in environmental monitoring
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  13. Geospatial mapping of land use and land cover for watershed management in the Nidnegal micro watershed, Karnataka
    International Journal of Research in Agronomy · 2026 · 0 citations
  14. Decadal land use/land cover change detection using remote sensing and GIS techniques of Panumariya block, Dheemarkheda, Katni district, Madhya Pradesh, India
    International Journal of Agriculture Extension and Social Development · 2026 · 0 citations
  15. Explainable artificial intelligence for climate change impact assessment using multi-temporal geospatial data
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  16. Artificial intelligence and machine learning in sustainable forest management: Applications, challenges and future perspectives
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  17. Integrating multi-sensor optical and SAR data with machine learning ensembles for chickpea area estimation in the Krishna zone of Andhra Pradesh
    International Journal of Research in Agronomy · 2026 · 0 citations
  18. Deep learning-based classification of crop stress using hyperspectral remote sensing data
    International Journal of Research in Agronomy · 2025 · 0 citations
  19. Remote sensing-based assessment of land use change and vegetation dynamics in the Western Ghats
    International Journal of Advanced Chemistry Research · 2025 · 0 citations · AI summary
  20. Analysis of landform classification using object-based image analysis in the Tibetan Plateau
    International Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
  21. Remote sensing based forest canopy density mapping in the Białowieża Forest reserve
    International Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
  22. Mapping of artisanal gold mining extent using sentinel-2 imagery in the Guiana shield
    International Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
  23. UAV-based multispectral imaging for real-time crop health assessment and yield estimation in wheat
    International Journal of Research in Agronomy · 2024 · 0 citations
  24. A review paper synergistic approach to evaluate the mineral resources: A new perspective
    International Journal of Geography Geology and Environment · 2021 · 0 citations · AI summary
  25. Hyperspectral image processing to evaluate the mineral resources in and around Kajali Dongri, Jhabua district Madhya Pradesh
    International Journal of Geography Geology and Environment · 2021 · 0 citations · AI summary