20 lines
964 B
Markdown
20 lines
964 B
Markdown
# SmartCane - Agricultural Intelligence Platform
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A multi-stage satellite imagery processing system for crop health analysis and harvest predictions in sugarcane farming operations.
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## Overview
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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.
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### Core Features
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- **Weekly Satellite Monitoring**: 4-band GeoTIFF imagery acquisition and processing
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- **Chlorophyll Index (CI) Analysis**: Crop health assessment with multi-temporal smoothing
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- **Field-Level KPI Calculation**: Uniformity metrics, gap detection, weed risk assessment
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- **Harvest Forecasting**: ML-powered yield predictions with growth trajectory analysis
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- **Automated Reporting**: Weekly Word/HTML reports with field-specific alerts and recommendations
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