Timon/SmartCane
1
1
Fork 0
Code Issues Pull requests Actions Packages Projects Releases Wiki Activity
496 commits 1 branch 0 tags 252 MiB
R 28.6%
PHP 19.5%
Blade 14.3%
Python 12%
JavaScript 11.2%
Other 14.3%
Find a file
Timon 711a005e52 Enhance functionality and maintainability across multiple scripts 
- Updated settings.local.json to include new read permissions for r_app directory.
- Adjusted the harvest readiness condition in 80_utils_cane_supply.R to lower the imminent probability threshold.
- Removed unused get_status_trigger function from 80_utils_common.R to streamline code.
- Added total area analyzed feature in 90_CI_report_with_kpis_agronomic_support.Rmd, including area calculations in summary tables.
- Updated translations_90.json to include new keys for total area analyzed and area label.
- Created create_field_checklist.R and create_field_checklist.py scripts to generate Excel checklists from GeoJSON data, sorting fields by area and splitting assignments among team members.
2026-03-18 14:17:54 +01:00
.claude Enhance functionality and maintainability across multiple scripts 2026-03-18 14:17:54 +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 feat: Add implementation guide for SmartCane code improvements 2026-02-19 15:03:14 +01:00
old_sh Cleanup: Fix CI formula, reorganize shell scripts and test files 2026-01-14 16:58:51 +01:00
python_app Update environment configuration and requirements; specify package versions and clean up dependencies 2026-02-24 15:19:58 +01:00
r_app Enhance functionality and maintainability across multiple scripts 2026-03-18 14:17:54 +01:00
renv Add ignored directories to renv settings for better version control management 2026-02-16 15:34:00 +01:00
webapps Fix hectares and acres calculation and display 2026-02-26 09:33:19 +01:00
.gitignore Refactor code structure for improved readability and maintainability 2026-03-10 16:53:09 +01:00
.renvignore Add ignored directories to renv settings for better version control management 2026-02-16 15:34:00 +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
CODE_MERGE_GUIDE_LARAVEL.md Update environment configuration and requirements; specify package versions and clean up dependencies 2026-02-24 15:19:58 +01:00
create_field_checklist.py Enhance functionality and maintainability across multiple scripts 2026-03-18 14:17:54 +01:00
create_field_checklist.R Enhance functionality and maintainability across multiple scripts 2026-03-18 14:17:54 +01:00
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 updated renv.lock 2026-02-19 10:51:38 +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