Timon
458b8247be
- 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
27 lines
837 B
PowerShell
27 lines
837 B
PowerShell
# 11_RUN_YIELD_PREDICTION.ps1
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# ==========================
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# PowerShell script to run yield prediction model comparison
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# This compares CI-only vs CI+Ratoon models
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#
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# Usage: .\11_run_yield_prediction.ps1 [project_dir]
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# - project_dir: Project directory name (default: esa)
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param(
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[string]$ProjectDir = "esa"
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)
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Write-Host "=== Running Yield Prediction Comparison ===" -ForegroundColor Cyan
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Write-Host "Project: $ProjectDir"
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Write-Host "Timestamp: $(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')"
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Write-Host ""
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# Set R executable path
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$RPath = "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe"
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# Run the R script
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& $RPath "r_app\11_yield_prediction_comparison.R" $ProjectDir
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Write-Host ""
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Write-Host "=== Yield Prediction Comparison Complete ===" -ForegroundColor Green
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Write-Host "Check output/reports/yield_prediction/ for results"
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