Timon/SmartCane
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Author SHA1 Message Date
Timon 4cd62ab82e Enhance report utility functions and add validation scripts 
- Updated `create_CI_map` and `create_CI_diff_map` functions to enforce a 1:1 aspect ratio for consistent map sizing.
- Modified `ci_plot` function to adjust widths of arranged maps for better layout.
- Changed raster merging method in `aggregate_per_field_mosaics_to_farm_level` from `mosaic` to `merge` for improved handling of field data.
- Introduced `test_kpi_validation.R` script to validate the structure of KPI RDS files, ensuring expected KPIs are present.
- Added `test_overview_maps_aggregation.R` script to test the aggregation pipeline for overview maps, including loading field mosaics, creating a farm-level mosaic, and generating visualizations.
 2026-02-11 14:32:36 +01:00
Timon e16677eb78 aura until word creation works. word cration itself needs more work. 2026-02-04 12:24:02 +01:00
Timon c313f87959 fixed issue 110 moving stuff to 00 common 2026-02-03 16:14:10 +01:00
Timon 14300f6832 updating inbetween stuff, not finished yet 2026-02-02 12:07:10 +01:00
Timon 4d6bba828f refactored 10 20 2026-01-29 21:10:24 +01:00
Timon 458b8247be Cleanup: Fix CI formula, reorganize shell scripts and test files 
- Fixed CI calculation: changed from NDVI (NIR-Red)/(NIR+Red) to correct NIR/Green-1 formula in:
  * process_single_tile() function
  * create_ci_band() utility function
  * Updated create_mask_and_crop() documentation

- Renamed numbered shell scripts for clarity (matching R script numbering):
  * 01_run_planet_download -> 10_planet_download.sh
  * 02_run_ci_extraction -> 20_ci_extraction.sh
  * 03_run_growth_model -> 30_growth_model.sh
  * 04_run_mosaic_creation -> 40_mosaic_creation.sh
  * 09_run_calculate_kpis -> 80_calculate_kpis.sh
  * 10_run_kpi_report -> 90_kpi_report.sh

- Archived obsolete shell scripts to old_sh/:
  * build_mosaic.sh, build_report.sh, interpolate_growth_model.sh
  * 05_run_dashboard_report.sh, 06_run_crop_messaging.sh
  * 11_run_yield_prediction.sh/ps1
  * runcane.sh, runpython.sh, smartcane.sh, update_RDS.sh

- Deleted test/debug files and temporary outputs:
  * analyze_*.R, benchmark_gpu_vs_cpu.py, convert_angata_harvest.py
  * debug_mosaic.R, examine_kpi_results.R, generate_sar_report.R
  * inspect_8band_structure.R, inspect_tif_bands.R
  * old_working_utils.R, predict_harvest_operational.R
  * run_kpi_calculation.R, run_report.R, simple_sar_test.R
  * data_validation_tool/, harvest_ci_pattern_analysis.png, kpi_debug.out

- Enhanced harvest prediction: Added threshold tuning (0.40-0.45) and field type handling

- Enhanced mosaic creation: Improved tile detection and routing logic
 2026-01-14 16:58:51 +01:00
Timon b7ef583efa Rename: number utils to match their main scripts 2026-01-14 11:16:23 +01:00
Renamed from r_app/ci_extraction_utils.R (Browse further)