Scinovex
Physical Sciences → Environmental Science → Ecology

Remote Sensing in Agriculture

This cluster of papers focuses on the use of remote sensing technology, particularly MODIS and Landsat data, for monitoring vegetation dynamics, phenology, and biomass estimation in response to global change and climate variability. The papers also explore the application of machine learning techniques for land cover classification and the assessment of ecological responses to environmental change.

133.6K works worldwide2M citations
Remote SensingVegetation MonitoringPhenologyMODISLandsatNDVIGlobal ChangeClimateBiomass EstimationMachine Learning

Journals publishing in this area

1International Journal of Geography Geology and Environment cover
International Journal of Geography Geology and Environment
ISSN 2706-748313 articles in this topic
7h-index

Articles on Scinovex in this research area

159 articles, most cited first · page 2 of 4

  1. From Phenotype to Phenomics: Multidimensional Classification of Plant Traits
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  2. Precision agriculture for enhancing crop productivity: A systematic review of technologies and outcomes
    International Journal of Agriculture Extension and Social Development · 2026 · 0 citations
  3. Crop monitoring and disease detection: Using statistical analysis of sensor data to detect crop diseases and pests
    International Journal of Research in Agronomy · 2026 · 0 citations
  4. Assessment of the drought in the semi-arid marathwada region applying satellite data indices and google earth engine algorithms
    International Journal of Research in Agronomy · 2026 · 0 citations
  5. Artificial Intelligence for climate-smart agriculture: A systematic review of applications, sustainability impacts, and future directions
    International Journal of Research in Agronomy · 2026 · 0 citations
  6. Satellite-based NDVI drought monitoring and its linkage with crop yield variability under climate uncertainty in India
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  7. Integration of drone imagery and artificial intelligence for high-throughput phenotypic selection of abiotic stress traits
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  8. Emerging trends in precision agriculture and machine learning for rice production enhancement
    International Journal of Research in Agronomy · 2026 · 0 citations
  9. Carbon-sensitive farming: Intelligent tools to monitor and lower field emissions
    International Journal of Research in Agronomy · 2026 · 0 citations
  10. Remote sensing and automated monitoring systems (AMS) for Insect pest detection and surveillance (IDPS)
    International Journal of Research in Agronomy · 2026 · 0 citations
  11. Land use and land cover change detection using AI and satellite imagery
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  12. Machine learning-based estimation of soil moisture from remote sensing data
    International Journal of Research in Agronomy · 2026 · 0 citations
  13. A review on the application of artificial intelligence and big data in agricultural farming systems for climate resilience
    International Journal of Research in Agronomy · 2026 · 0 citations
  14. Validation of spectral tools to guide need-based nitrogen management strategies in potato
    International Journal of Research in Agronomy · 2026 · 0 citations
  15. Spatial mapping of rice extent using multi temporal sentinel-1 SAR imagery in southern Telangana zone
    International Journal of Research in Agronomy · 2026 · 0 citations
  16. Smart horticulture: Integrating AI, IoT and precision farming
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  17. Spatio-temporal assessment of land use and land cover change using remote sensing and GIS techniques
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  18. UAV-based multispectral imaging and machine learning for early detection of nitrogen deficiency in maize
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  19. Spatio-temporal assessment of land properties on soil moisture and vegetation using resourcesat-2 awifs sensor in hudgi sub watershed, Karnataka, India
    International Journal of Research in Agronomy · 2026 · 0 citations
  20. Remote Sensing, GIS and Artificial Intelligence for Precision Nutrient Management: Advances, Challenges and Future Perspectives
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  21. Sensors for enhanced crop monitoring and management: Technologies, applications and future perspectives
    International Journal of Research in Agronomy · 2026 · 0 citations
  22. Digital transformation of integrated pest management in horticultural crops: Integrating artificial intelligence, robotics, digital twins, genomics, remote sensing and big data analytics
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  23. Precision resource management strategies for climate-resilient crop production
    International Journal of Research in Agronomy · 2026 · 0 citations
  24. Spatio-Temporal Assessment of Agricultural Drought under Changing Climatic Conditions Using Geospatial Techniques: A Case Study of Prakasam District, Andhra Pradesh, India
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  25. Block-wise analysis of potato production areas in the potato bowl of west Bengal: A remote sensing approach
    International Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
  26. Digital agriculture through AI and drone technology:Opportunities and challenges for agribusiness management
    International Journal of Research in Agronomy · 2026 · 0 citations
  27. Digital agriculture, horticulture and agriculture 4.0: Technologies, applications and opportunities for improving agricultural and horticultural productivity and farmer livelihoods: A review
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  28. Use of artificial intelligence (AI) in vegetable crops: A review
    International Journal of Agriculture and Food Science · 2026 · 0 citations
  29. 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
  30. Measurement of leaf area index (LAI) of wheat crop using plant canopy analyzer
    International Journal of Research in Agronomy · 2026 · 0 citations
  31. Machine learning-based prediction of pigeon pea area and production in relation to weather parameters in Solapur district, Maharashtra
    International Journal of Research in Agronomy · 2026 · 0 citations
  32. Emerging trends in unmanned aerial vehicles in weed management: emphasis on weed identification and control: A review
    International Journal of Advanced Biochemistry Research · 2026 · 0 citations
  33. Remote sensing and GIS: Important tools for agricultural insect pest monitoring
    International Journal of Advanced Biochemistry Research · 2025 · 0 citations
  34. Potential application of remote sensing in fruit crops: A review
    International Journal of Advanced Biochemistry Research · 2025 · 0 citations
  35. Estimation of paddy area in Thanjavur district using sentinel-2 satellite data
    International Journal of Advanced Biochemistry Research · 2025 · 0 citations
  36. Seasonal spatio-temporal NDVI analysis for vegetation monitoring in Satara district of Maharashtra from 2014 to 2023
    International Journal of Research in Agronomy · 2025 · 0 citations
  37. Spatiotemporal deep learning models for predictive analytics of crop health deterioration based on satellite remote sensing and unmanned aerial vehicle data
    International Journal of Agriculture and Food Science · 2025 · 0 citations · AI summary
  38. Integration of convolutional neural networks and remote sensing imagery for automated identification and severity estimation of plant leaf diseases in large-scale farming
    International Journal of Horticulture and Food Science · 2025 · 0 citations · AI summary
  39. Assessment of forest cover in Hoshiarpur tehsil: A study based on remote sensing techniques
    International Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
  40. Spatio-temporal analysis of forest cover in Dausa District, Rajasthan (2015-2024) using remote sensing and GIS Techniques
    International Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
  41. Application of hyperspectral remote sensing, GIS, GPS and artificial intelligence in floriculture and horticulture
    International Journal of Research in Agronomy · 2025 · 0 citations
  42. Precision agro-meteorology: Harnessing statistical forecasting models, AI tools, and IoT for real-time advisory
    International Journal of Advanced Biochemistry Research · 2025 · 0 citations
  43. Geospatial Land Use/Land Cover (LULC) classification of the upper Wainganga Basin, Madhya Pradesh
    International Journal of Research in Agronomy · 2025 · 0 citations
  44. Real-time nitrogen management in rice using leaf color chart (LCC): A review
    International Journal of Research in Agronomy · 2025 · 0 citations
  45. Advances in precision agriculture: Integrating AI, Drones, IoT and GIS for efficient water, nutrients management and plant protection
    International Journal of Research in Agronomy · 2025 · 0 citations
  46. Integrated artificial intelligence in pest and disease management
    International Journal of Research in Agronomy · 2025 · 0 citations
  47. Advancements in GIS for precision agriculture: Enhancing soil management and crop yield prediction
    International Journal of Research in Agronomy · 2025 · 0 citations
  48. Climate resilience and nutritional security: Understanding abiotic stress response and mitigation strategies in pearl millet (Pennisetum glaucum L.)
    International Journal of Research in Agronomy · 2025 · 0 citations
  49. Development and analysis of spectral signatures of onion crop using ground-based hyperspectral measurements
    International Journal of Research in Agronomy · 2025 · 0 citations
  50. Bridging agronomy and extension: Enhancing farmer decision-making through climate-smart, data-driven advisory systems
    International Journal of Research in Agronomy · 2025 · 0 citations