Mar 23, 2026 • Satellite monitoring • 5 min read
An Orchard Is Not a Single Image
Orchard mapping becomes more useful when it reads seasonal behaviour instead of one day’s colour.
Blog
Farmbit Blog
Short reads on orchard timing, scouting layers, and where to start the next walk.
Archive
- Read article
-
Mar 30, 2026 • Orchard phenology • 6 min read
Read articleFrom NDVI to a Phenological Fingerprint
Phenological features make satellite curves easier to compare, explain, and validate locally.
-
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.
-
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.
-
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.
-
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.