SmartCane/old_sh/11_run_yield_prediction.sh
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

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#!/bin/bash
# 11_RUN_YIELD_PREDICTION.sh
# ==========================
# Script to run yield prediction model comparison
# This compares CI-only vs CI+Ratoon models
#
# Usage: ./11_run_yield_prediction.sh [project_dir]
# - project_dir: Project directory name (default: esa)
# Set default project
PROJECT_DIR=${1:-esa}
echo "=== Running Yield Prediction Comparison ==="
echo "Project: $PROJECT_DIR"
echo "Timestamp: $(date)"
echo ""
# Run the R script
Rscript r_app/11_yield_prediction_comparison.R "$PROJECT_DIR"
echo ""
echo "=== Yield Prediction Comparison Complete ==="
echo "Check output/reports/yield_prediction/ for results"