Mar 30, 2026 • Orchard phenology • 6 min read
From NDVI to a Phenological Fingerprint
Phenological features make satellite curves easier to compare, explain, and validate locally.
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Farmbit Blog
Short reads on orchard timing, scouting layers, and where to start the next walk.
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Apr 6, 2026 • Orchard mapping • 6 min read
Read articlePixel, Object, or Parcel?
Pixel, object, and parcel outputs should be treated as different evidence layers, not competing labels.
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Apr 13, 2026 • Remote-sensing methods • 7 min read
Read articleRandom Forest, XGBoost, CNN, or Transformer?
Model complexity should follow the data, the labels, and the field decision the map must support.
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Apr 20, 2026 • Satellite data quality • 6 min read
Read articleClouds, Gaps, and Shadows: Where Orchard Time Series Actually Break
Reliable orchard monitoring makes missing and estimated observations visible before they become field work.
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Apr 27, 2026 • Orchard events • 6 min read
Read articleFrom Orchard Mapping to Bloom and Irrigation Events
Bloom and irrigation monitoring are useful because they connect a satellite signal to a date and a field record.
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May 4, 2026 • Trustworthy remote sensing • 6 min read
Read articleA Map Should Show Uncertainty
Confidence becomes useful when it changes what the team checks next.