Farming guide · 27 articles
Satellite Crop Monitoring and Remote Sensing
Remote sensing turns imagery into numbers a farmer or planner can act on. The articles here explain the common indices, including NDVI, EVI, NDRE, VARI, NDWI, MNDWI and NDBI, with formulas, bands and how to read the values, plus how land is classified in places such as the Philippines, Tamil Nadu and India as a whole.
Agronomists and farm managers can use them to check crop health, map water and moisture, and understand hyperspectral imaging and drone mapping. Agribusiness teams exporting timber or crops will find the pieces on deforestation monitoring and EUDR compliance useful, especially for Indonesia.
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Land classification and land useLand Classification & Use in the Philippines: 5 Key FactsThe four types of land use in the Philippines and the basics of how land is classified.Read article →Land classification and land useLand Classification Types: Govt Uses & Land Types ExplainedHow land classification sorts ground by character and helps planners decide each parcel’s best use.Read article →Built-up areas, clouds and imaging toolsNormalized Difference Built-up Index: Urban Change GuideUsing the Normalized Difference Built-up Index to see where towns are spreading into farmland.Read article →
Land classification and land use
3 articles
Land Use Classification: Types, Methods & Global StandardsLand use classes such as farmland, forest and urban, and the survey methods and standards behind them.Read article →Agriculture Map of India: Next-Gen GIS & AIIndia’s agriculture map built with GIS and AI, covering soils, irrigation, crops and climate risk.Read article →Types of Soil & Land in Tamil Nadu: 5 Key TypesFive types of land and soil found in Tamil Nadu and how they are classified.Read article →
Vegetation indices: NDVI, EVI, NDRE
5 articles
What Is NDVI? Meaning & How to Interpret NDVI ValuesWhat NDVI stands for, how it is calculated and how to read its values.Read article →NDVI Range Explained: From Agricultural Land to Vegetation HealthTypical NDVI ranges for healthy crops, bare soil and farmland, and what each band of values means.Read article →EVI vs NDVI: 5 Key Differences in Remote SensingFive differences between EVI and NDVI and where EVI suits precision farming better.Read article →Top 3 Vegetation Indices: VARI & More ExplainedThree vegetation indices, VARI among them, and how each helps with crop monitoring.Read article →Master NDRE Formula, NDRE Index & Indice NDRE ExplainedThe NDRE formula and index, and how red-edge readings reveal crop health.Read article →
Water and moisture indices
5 articles
MNDWI vs NDWI: Top Water Detection Methods ExplainedMNDWI and NDWI side by side, with formulas and the different water maps they produce.Read article →MNDWI, MSAVI & NDMI Formulas for Sentinel-2 ImageryFormulas for MNDWI, MSAVI and NDMI on Sentinel-2 imagery, with the right bands for each.Read article →NDWI Sentinel 2 Formula | Fast Water Index AnalysisStep-by-step NDWI calculation on Sentinel-2 using green and near-infrared bands.Read article →NDWI Water Index: Formula, Threshold & Open Water UseNDWI thresholds and how to delineate open water accurately.Read article →Water Indices & Water Band Index in Precision AgricultureWater indices and the water band index, and what they add to crop monitoring.Read article →
Built-up areas, clouds and imaging tools
4 articles
Top 5 Normalized Difference Indices & NDBI Remote SensingNDBI and the other top normalized difference indices, with the vegetation index formula.Read article →How to Measure Cloud Cover: 5 Key Techniques ExplainedFive techniques for measuring cloud cover, with examples from Bangalore to the US.Read article →Hyperspectral Imaging in Agriculture: Transformative AdvancesHyperspectral imaging that captures hundreds of light bands to catch crop stress and disease early.Read article →Drone GIS Mapping: Best Drones, RTK Accuracy & True CostBest RTK drones for GIS mapping compared on accuracy and real per-acre cost.Read article →
Crop health monitoring
3 articles
Crop Health Monitoring: Remote Sensing & Sensor ToolsRemote sensing indices and field sensors that give reliable crop health readings.Read article →Agriculture Satellite & Precision Farming in IndiaHow crop health and soil moisture are tracked from a phone or computer on farms in India.Read article →Chemicals for Agriculture: Risks of Improper Use in FarmingRisks of misusing farm chemicals, from burnt plants and lower yields to soil and water harm.Read article →
Deforestation monitoring and EUDR compliance
4 articles
Tools to Supervise Deforestation: 10 Effective MethodsTen ways to monitor deforestation, from remote sensing and AI to national forest systems.Read article →Company Remote Sensing: Essential EUDR Tool for AgribusinessHow agribusiness can use remote sensing to prove, field by field, that goods avoid cleared land.Read article →Company EUDR Compliance Tool: Remote Sensing AgribusinessEUDR compliance for agribusiness using remote sensing and JRC data for traceability.Read article →EUDR Remote Sensing: Indonesia Forestry YogyakartaMapping in Yogyakarta and wider Indonesia that shows timber and crop exporters meet EU deforestation rules.Read article →
Want to see how your own fields are doing?
Farmonaut’s satellite crop monitoring tracks crop health and water stress field by field, and JEEVN AI turns that into advice on irrigation, fertiliser and pests.
