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Sentinel-2 Rice Growth Stages Monitoring with artificial intelligence
Application Monitoring Stage against Rice / Standing Crop with Sentinel-2 Satellite Imagery via artificial intelligence. The model is based on field observations combined with satellite data. This map is based on the results of the analysis every 5 days if there are <30% cloud coverage. The accuracy model itself is 90%, then the results of field validation vary from 74-85%. The phases considered are:
1. Fallow/Bare land phase: This phase consists of empty land after planting
2. Flooding Phase: This phase shows that the air is sufficiently inundated enough to make the soil invisible
3. Vegetative phase: This phase starts with the sowing plants marked by inundation of land until tall plants cover the soil.
4. Reproductive stage: This stage of rice is peaked green and panicles appear.
5. Ripening phase: This phase is grain filled and have yellow appearance and ready to harvest.
The work of the Agency for Agricultural Research and Development (Balitbangtan). For more information, visit www.katam.litbang.pertanian.go.id/SC
What's New in the Latest Version 1.0.3
Last updated on Oct 21, 2020
1.0.3: Updating a key
1.0.2: Adding province, regency, sub-district boundary
1.0.1: UI modifications and fixing sub-district's json
1.0.0: UI modifications
0.0.8: Add user's marker capability
0.0.7: Fixing the table data source
0.0.6: Changed zoom mechanism and data is changed using proportional method
0.0.5: Add version text, fixing overflow table
0.0.4: Full functionality with searchable administration and tested in Pie and Oreo
0.0.3: Add API Key to release mode
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Monitoring of Sentinel-2 Rice
1.0.3 by Badan Litbang Pertanian
Oct 21, 2020