📊 Earth Data Analysis Dashboard
🧠 Advanced Climate and Agricultural Data Intelligence
📤 Data Upload & Processing
Load and analyze your environmental data
Maximum file size: 100MB
📋 Dataset Overview
Data quality and statistical summary
📊 Total Records:
15,742 climate observations
📅 Date Range:
2019-2024 (5 years)
🔢 Features:
23 environmental parameters
❌ Missing Data:
0.02% (Excellent quality)
📊 Data Quality:
98.7% High Quality
🌡️ Climate Data Visualization
Interactive charts and trends
📈 Temperature Trends (2019-2024)
🌡️ Interactive Temperature Chart
Showing 5-year climate patterns
Average: 24.3°C | Min: -2.1°C | Max: 47.8°C
Showing 5-year climate patterns
Average: 24.3°C | Min: -2.1°C | Max: 47.8°C
🌧️ Precipitation Patterns
☔ Rainfall Distribution Analysis
Annual precipitation: 456mm
Seasonal variations mapped
Annual precipitation: 456mm
Seasonal variations mapped
💧 Soil Moisture & Crop Health
🌱 Agricultural Health Index
Soil moisture correlation with yield
Optimal range: 35-65%
Soil moisture correlation with yield
Optimal range: 35-65%
📊 Statistical Analysis
Feature importance and correlations
🎯 Feature Importance Ranking:
🌡️ Temperature:
92% importance
🌧️ Precipitation:
87% importance
💧 Soil Moisture:
78% importance
🌫️ Humidity:
65% importance
🌬️ Wind Speed:
45% importance
🔗 Correlation Heatmap
📊 Feature Correlation Matrix
Strong correlations identified
Temperature ↔ Evaporation: 0.85
Strong correlations identified
Temperature ↔ Evaporation: 0.85
🚨 Drought Risk Assessment:
Current Risk Level:
HIGH RISK
Risk Score:
73/100
✅ Data Quality Report
Detailed quality metrics
🌡️ Temperature:
0.01% missing | Range: -5°C to 50°C | Mean: 24.3°C | Quality: 99.9%
🌧️ Precipitation:
0.05% missing | Range: 0-250mm | Mean: 38.2mm | Quality: 99.8%
💧 Humidity:
0.02% missing | Range: 15-95% | Mean: 56.7% | Quality: 99.9%
🌱 Soil Moisture:
0.03% missing | Range: 10-70% | Mean: 42.1% | Quality: 99.9%
🌫️ Evapotranspiration:
0.01% missing | Range: 1-12mm/day | Mean: 5.8mm/day | Quality: 100%
📊 Data Completeness Over Time
📈 Data availability timeline
Consistent 99%+ completeness
No significant gaps detected
Consistent 99%+ completeness
No significant gaps detected
🔮 Predictive Insights
AI-powered forecasting and recommendations
📅 30-Day Drought Forecast:
Predicted Risk Level:
HIGH RISK
Confidence Level:
94.2% accuracy
Days Until Peak Risk:
12-15 days
💡 AI Recommendations:
- 🚰 Implement water conservation measures immediately
- 🌾 Adjust irrigation schedules for critical crops
- 📊 Monitor soil moisture levels every 2 days
- 🚨 Activate drought response protocol
- 💧 Increase water storage capacity
📈 30-Day Drought Probability Timeline
📊 Risk probability over next 30 days
Peak risk: Days 12-18 (85% probability)
Recovery expected: Day 25+
Peak risk: Days 12-18 (85% probability)
Recovery expected: Day 25+
🗺️ Regional Risk Map
🌍 Geographic risk distribution
Northern regions: HIGH RISK
Southern regions: MODERATE RISK
Northern regions: HIGH RISK
Southern regions: MODERATE RISK
🤖 Model Performance:
Overall Accuracy:
94.2%
False Positive Rate:
3.1%
Early Warning Success:
96.8%
📋 Export & Actions
Download reports and take actions
✅ Analysis Status:
Data Processing:
✅ Complete
Statistical Analysis:
✅ Complete
Predictive Modeling:
✅ Complete
Visualization:
✅ Complete
Export Ready:
✅ Ready