Remote Sensing & Satellite Imagery for Crop Health Monitoring: What Smallholder Farms Can Actually See from Space

Remote Sensing & Satellite Imagery for Crop Health Monitoring

Key Takeaways Satellite remote sensing uses vegetation indices like NDVI to detect crop stress — from water shortage to nutrient deficiency — often before it’s visible to the human eye, using free public satellite data. But standard satellite resolution (10 meters per pixel from Sentinel-2) struggles on the small, fragmented plots typical of smallholder farming, … Read more

Yield Mapping & Variable Rate Technology: The Path from Data to Decisions on the Farm

Yield Mapping & Variable Rate Technology

Key Takeaways Yield mapping records how much a field actually produced, point by point, while Variable Rate Technology (VRT) uses that same spatial data to apply seed, fertilizer, or water at different rates across different zones of a single field instead of one uniform rate everywhere. Research reviews put nutrient-use-efficiency gains from VRT in the … Read more

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