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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
.github aura until word creation works. word cration itself needs more work. 2026-02-04 12:24:02 +01:00
.vscode Fix CI report pipeline: update tmap v4 syntax, add continuous color scales, fix formatting 2025-06-19 20:37:20 +02:00
laravel_app Remove public/build and public/vendor from Git tracking 2025-09-05 16:53:35 +02:00
old_sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
python_app wip 2026-02-10 19:56:57 +01:00
r_app Enhance report utility functions and add validation scripts 2026-02-11 14:32:36 +01:00
renv klaar voor testen, wat plaatjes e.d. aangepast 2025-06-24 21:02:54 +02:00
webapps Merge branch 'code-improvements' of https://github.com/TimonWeitkamp/smartcane_experimental_area into code-improvements 2026-02-10 11:34:40 +01:00
.gitignore Update .gitignore to include cache files, enhance R Markdown report paths, and improve KPI calculation script for clarity and error handling 2026-02-10 17:50:12 +01:00
.renvignore updated website and small things 2026-01-14 11:02:45 +01:00
.Rprofile Add reproducible R package management system 2025-06-24 14:51:22 +02:00
10_planet_download.sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
20_ci_extraction.sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
30_growth_model.sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
40_mosaic_creation.sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
80_calculate_kpis.sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
90_kpi_report.sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
install.packages build version of r.lock 2023-10-16 17:20:46 +02:00
package_manager.log klaar voor testen, wat plaatjes e.d. aangepast 2025-06-24 21:02:54 +02:00
r_app.Rproj adding docx 2025-03-25 10:42:04 +01:00
README.md Enhance report utility functions and add validation scripts 2026-02-11 14:32:36 +01:00
renv.lock wip 2026-01-12 14:55:25 +01:00

README.md

SmartCane - Agricultural Intelligence Platform

A multi-stage satellite imagery processing system for crop health analysis and harvest predictions in sugarcane farming operations.

Overview

SmartCane processes 4-band satellite imagery (RGB + NIR) into actionable crop health insights using a sophisticated data pipeline spanning Python, R, and PHP. The system integrates satellite data from Planet Labs with field-level analysis, automated reporting, and harvest forecasting.

Core Features

  • Weekly Satellite Monitoring: 4-band GeoTIFF imagery acquisition and processing
  • Chlorophyll Index (CI) Analysis: Crop health assessment with multi-temporal smoothing
  • Field-Level KPI Calculation: Uniformity metrics, gap detection, weed risk assessment
  • Harvest Forecasting: ML-powered yield predictions with growth trajectory analysis
  • Automated Reporting: Weekly Word/HTML reports with field-specific alerts and recommendations

Last Updated: February 2026

Maintained By: Resilience BV

Repository: https://github.com/TimonWeitkamp/smartcane_experimental_area