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
Articles on Scinovex in this research area
159 articles, most cited first · page 2 of 4
- From Phenotype to Phenomics: Multidimensional Classification of Plant TraitsInternational Journal of Agriculture and Food Science · 2026 · 0 citations
- Precision agriculture for enhancing crop productivity: A systematic review of technologies and outcomesInternational Journal of Agriculture Extension and Social Development · 2026 · 0 citations
- Crop monitoring and disease detection: Using statistical analysis of sensor data to detect crop diseases and pestsInternational Journal of Research in Agronomy · 2026 · 0 citations
- Assessment of the drought in the semi-arid marathwada region applying satellite data indices and google earth engine algorithmsInternational Journal of Research in Agronomy · 2026 · 0 citations
- Artificial Intelligence for climate-smart agriculture: A systematic review of applications, sustainability impacts, and future directionsInternational Journal of Research in Agronomy · 2026 · 0 citations
- Satellite-based NDVI drought monitoring and its linkage with crop yield variability under climate uncertainty in IndiaInternational Journal of Agriculture and Food Science · 2026 · 0 citations
- Integration of drone imagery and artificial intelligence for high-throughput phenotypic selection of abiotic stress traitsInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Emerging trends in precision agriculture and machine learning for rice production enhancementInternational Journal of Research in Agronomy · 2026 · 0 citations
- Carbon-sensitive farming: Intelligent tools to monitor and lower field emissionsInternational Journal of Research in Agronomy · 2026 · 0 citations
- Remote sensing and automated monitoring systems (AMS) for Insect pest detection and surveillance (IDPS)International Journal of Research in Agronomy · 2026 · 0 citations
- Land use and land cover change detection using AI and satellite imageryInternational Journal of Agriculture and Food Science · 2026 · 0 citations
- Machine learning-based estimation of soil moisture from remote sensing dataInternational Journal of Research in Agronomy · 2026 · 0 citations
- A review on the application of artificial intelligence and big data in agricultural farming systems for climate resilienceInternational Journal of Research in Agronomy · 2026 · 0 citations
- Validation of spectral tools to guide need-based nitrogen management strategies in potatoInternational Journal of Research in Agronomy · 2026 · 0 citations
- Spatial mapping of rice extent using multi temporal sentinel-1 SAR imagery in southern Telangana zoneInternational Journal of Research in Agronomy · 2026 · 0 citations
- Smart horticulture: Integrating AI, IoT and precision farmingInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Spatio-temporal assessment of land use and land cover change using remote sensing and GIS techniquesInternational Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
- UAV-based multispectral imaging and machine learning for early detection of nitrogen deficiency in maizeInternational Journal of Agriculture and Food Science · 2026 · 0 citations
- Spatio-temporal assessment of land properties on soil moisture and vegetation using resourcesat-2 awifs sensor in hudgi sub watershed, Karnataka, IndiaInternational Journal of Research in Agronomy · 2026 · 0 citations
- Remote Sensing, GIS and Artificial Intelligence for Precision Nutrient Management: Advances, Challenges and Future PerspectivesInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Sensors for enhanced crop monitoring and management: Technologies, applications and future perspectivesInternational Journal of Research in Agronomy · 2026 · 0 citations
- Digital transformation of integrated pest management in horticultural crops: Integrating artificial intelligence, robotics, digital twins, genomics, remote sensing and big data analyticsInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Precision resource management strategies for climate-resilient crop productionInternational Journal of Research in Agronomy · 2026 · 0 citations
- Spatio-Temporal Assessment of Agricultural Drought under Changing Climatic Conditions Using Geospatial Techniques: A Case Study of Prakasam District, Andhra Pradesh, IndiaInternational Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
- Block-wise analysis of potato production areas in the potato bowl of west Bengal: A remote sensing approachInternational Journal of Geography Geology and Environment · 2026 · 0 citations · AI summary
- Digital agriculture through AI and drone technology:Opportunities and challenges for agribusiness managementInternational Journal of Research in Agronomy · 2026 · 0 citations
- Digital agriculture, horticulture and agriculture 4.0: Technologies, applications and opportunities for improving agricultural and horticultural productivity and farmer livelihoods: A reviewInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Use of artificial intelligence (AI) in vegetable crops: A reviewInternational Journal of Agriculture and Food Science · 2026 · 0 citations
- Integrating multi-sensor optical and SAR data with machine learning ensembles for chickpea area estimation in the Krishna zone of Andhra PradeshInternational Journal of Research in Agronomy · 2026 · 0 citations
- Measurement of leaf area index (LAI) of wheat crop using plant canopy analyzerInternational Journal of Research in Agronomy · 2026 · 0 citations
- Machine learning-based prediction of pigeon pea area and production in relation to weather parameters in Solapur district, MaharashtraInternational Journal of Research in Agronomy · 2026 · 0 citations
- Emerging trends in unmanned aerial vehicles in weed management: emphasis on weed identification and control: A reviewInternational Journal of Advanced Biochemistry Research · 2026 · 0 citations
- Remote sensing and GIS: Important tools for agricultural insect pest monitoringInternational Journal of Advanced Biochemistry Research · 2025 · 0 citations
- Potential application of remote sensing in fruit crops: A reviewInternational Journal of Advanced Biochemistry Research · 2025 · 0 citations
- Estimation of paddy area in Thanjavur district using sentinel-2 satellite dataInternational Journal of Advanced Biochemistry Research · 2025 · 0 citations
- Seasonal spatio-temporal NDVI analysis for vegetation monitoring in Satara district of Maharashtra from 2014 to 2023International Journal of Research in Agronomy · 2025 · 0 citations
- Spatiotemporal deep learning models for predictive analytics of crop health deterioration based on satellite remote sensing and unmanned aerial vehicle dataInternational Journal of Agriculture and Food Science · 2025 · 0 citations · AI summary
- Integration of convolutional neural networks and remote sensing imagery for automated identification and severity estimation of plant leaf diseases in large-scale farmingInternational Journal of Horticulture and Food Science · 2025 · 0 citations · AI summary
- Assessment of forest cover in Hoshiarpur tehsil: A study based on remote sensing techniquesInternational Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
- Spatio-temporal analysis of forest cover in Dausa District, Rajasthan (2015-2024) using remote sensing and GIS TechniquesInternational Journal of Geography Geology and Environment · 2025 · 0 citations · AI summary
- Application of hyperspectral remote sensing, GIS, GPS and artificial intelligence in floriculture and horticultureInternational Journal of Research in Agronomy · 2025 · 0 citations
- Precision agro-meteorology: Harnessing statistical forecasting models, AI tools, and IoT for real-time advisoryInternational Journal of Advanced Biochemistry Research · 2025 · 0 citations
- Geospatial Land Use/Land Cover (LULC) classification of the upper Wainganga Basin, Madhya PradeshInternational Journal of Research in Agronomy · 2025 · 0 citations
- Real-time nitrogen management in rice using leaf color chart (LCC): A reviewInternational Journal of Research in Agronomy · 2025 · 0 citations
- Advances in precision agriculture: Integrating AI, Drones, IoT and GIS for efficient water, nutrients management and plant protectionInternational Journal of Research in Agronomy · 2025 · 0 citations
- Integrated artificial intelligence in pest and disease managementInternational Journal of Research in Agronomy · 2025 · 0 citations
- Advancements in GIS for precision agriculture: Enhancing soil management and crop yield predictionInternational Journal of Research in Agronomy · 2025 · 0 citations
- 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
- Development and analysis of spectral signatures of onion crop using ground-based hyperspectral measurementsInternational Journal of Research in Agronomy · 2025 · 0 citations
- Bridging agronomy and extension: Enhancing farmer decision-making through climate-smart, data-driven advisory systemsInternational Journal of Research in Agronomy · 2025 · 0 citations

