Farm Information
Loan Application
Credit application details and loan requirements
Amount in thousands (e.g., 50000 = Rp 50,000,000)
Loan duration in months
Indonesian Farm Locations
Pins sit in rural paddies, highlands, and estate belts — not city centres
Click the map to drop a farm pin · drag to fine-tune · then Analyze Credit Risk
Satellite & Weather Images
Analytics Ready
Click "Analyze Credit Score" to view satellite imagery and weather data analysis
Click "Analyze Credit Score" to view satellite imagery and weather data analysis
Credit Assessment
Satellite, weather, and farm evidence for banker review
Credit Assessment Result
Credit Score
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Risk Rating
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Approval Probability
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Interest Rate
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Loan Assessment Details
Requested Amount:
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Max Approved Amount:
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Loan Term:
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Basel III Risk Parameters
Expected Credit Loss
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Probability of Default
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Loss Given Default
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Data Sources & Technical Details
Google Earth Engine:
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NASA Cropland & Vegetation:
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Weather APIs:
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Feature Processing Summary
Satellite Features:
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Weather Features:
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Credit Score Drivers
SHAP Analysis:Shows how each feature contributed to the final credit score (from baseline to prediction).
Risk Mitigation Recommendations
Satellite Data Access Failed
API Status:
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GFSAD Error:
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MODIS Error:
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Recommendation:
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