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Real-time crop health monitoring across Odisha

Total Fields

2,847

+12% from last month

Healthy Fields

2,681

94.2% health rate

Active Alerts

23

3 critical issues

Accuracy Rate

99.7%

ML prediction model

Crop Health Trends

District Distribution

Recent Alerts

Critical: Pest Detection in Cuttack

Field ID: CUT-2847 - Brown planthopper detected

2 hours ago

Warning: Low NDVI in Puri

Field ID: PUR-1523 - Vegetation stress detected

4 hours ago

Info: Irrigation Scheduled

Field ID: BAL-3421 - Automated irrigation triggered

6 hours ago

Quick Actions

Real-time Monitoring

Advanced satellite + drone NDVI mapping with sub-meter precision

Live Monitoring Active
Last Update: 2 minutes ago
Accuracy: 99.7%

NDVI Heat Map

NDVI Scale
0.0-0.3
0.3-0.6
0.6-1.0

Current Readings

Active Satellites 12
Drone Coverage 85%
Data Points/Hour 2,847
Processing Delay < 2 min

Field Health Summary

Healthy
2,681 fields
Moderate Risk
143 fields
High Risk
23 fields

Recent Detections

Pest Activity Critical
Field CUT-2847 • 15 min ago
Low NDVI Warning
Field PUR-1523 • 32 min ago
Growth Anomaly Info
Field BAL-3421 • 1 hour ago

Live Data Stream

Timestamp Field ID NDVI Source Status Action
14:32:15 CUT-2847 0.24 Satellite Critical
14:31:42 PUR-1523 0.45 Drone Warning
14:30:18 BAL-3421 0.78 Satellite Healthy

Predictive Analytics

Advanced ML models identify stress zones 7-14 days ahead

14-Day Forecast

AI-powered predictive intelligence for proactive intervention

Model Accuracy: 99.7%
Today
Normal
Day 2
Normal
Day 5
Caution
Day 7
Caution
Day 10
Risk
Day 12
Risk
Day 14
Monitor

Stress Zone Predictions

Risk Assessment

High Risk Critical
23 fields
Predicted in 7-10 days
Medium Risk Warning
87 fields
Predicted in 5-7 days
Low Risk Monitor
156 fields
Predicted in 10-14 days

ML Model Performance

Prediction Accuracy
99.7%
Early Detection Rate
94.2%
False Positive Rate
2.8%
Processing Speed
< 1 min
Last Model Update
2 hours ago

Recommended Interventions

Immediate Pest Control
Fields: CUT-2847, PUR-1523
Urgent
Deploy targeted pesticide application within 24 hours
Irrigation Adjustment
Fields: BAL-3421, KHO-1892
3 days
Increase irrigation frequency to prevent stress
Nutrient Supplementation
Fields: GAN-5634, JAG-2341
7 days
Apply nitrogen-rich fertilizer to boost growth

Prediction History

Prediction Date Field ID Predicted Risk Actual Outcome Accuracy Action Taken
2024-01-15 CUT-2847 High Risk Confirmed 100% Pest control applied
2024-01-14 PUR-1523 Medium Risk Confirmed 100% Irrigation increased
2024-01-13 BAL-3421 Low Risk No Issues 100% Monitoring continued

Field Mapping

Seamless drill-down from district to village level with interactive heat maps

Interactive Field Map

Health Status
Healthy (0.7-1.0)
Moderate (0.4-0.7)
Critical (0.0-0.4)

Field Details

Click on a field to view details

District Summary

Total Fields 2,847
Healthy 2,681
At Risk 143
Critical 23

Quick Actions

Coverage Area

45,230

hectares

Active Farmers

12,456

registered

Data Points

1.2M

daily

Accuracy Rate

99.7%

prediction

Alerts & Notifications

Real-time alerts and proactive notifications for crop management

Critical Alerts

8

Requires immediate action

Warning Alerts

23

Monitor closely

Info Alerts

45

General updates

Resolved

156

Last 24 hours

Active Alerts

Critical 2 minutes ago

Severe Pest Infestation Detected

Brown planthopper outbreak detected in Field CUT-2847. Immediate intervention required to prevent crop loss.

Field: CUT-2847 District: Cuttack Farmer: Rajesh Kumar
Warning 15 minutes ago

Low NDVI Values Detected

Vegetation stress indicators showing decline in Field PUR-1523. Consider irrigation adjustment.

Field: PUR-1523 District: Puri Farmer: Sunita Patel
Info 1 hour ago

Irrigation Schedule Completed

Automated irrigation system successfully completed scheduled watering for Field BAL-3421.

Field: BAL-3421 District: Balasore Farmer: Amit Singh
Success 2 hours ago

Pest Control Treatment Successful

Pest control intervention in Field KHO-1892 shows positive results. NDVI values improving.

Field: KHO-1892 District: Khordha Farmer: Priya Sharma

Notification Settings

Email Notifications

Receive alerts via email

SMS Alerts

Critical alerts only

Push Notifications

Real-time browser alerts

Quick Actions

Alert Statistics

Today 76 alerts
This Week 342 alerts
This Month 1,247 alerts
Response Time < 5 min

Analytics & Reports

Comprehensive insights and detailed reporting for data-driven decisions

Crop Health Trends

Performance Metrics

Overall Health Score
94%
Prediction Accuracy
99.7%
Alert Response Rate
87%
Data Coverage
96%

Quick Stats

Fields Monitored 2,847
Data Points Today 45,230
Alerts Generated 76
Reports Created 12

District Performance

Crop Health Distribution

Recent Reports

Weekly Crop Health Summary

Generated 2 hours ago • 45 pages

Predictive Analytics Report

Generated yesterday • 28 pages

District Performance Analysis

Generated 3 days ago • 62 pages

Report Templates

Export Options

Settings

Configure system preferences and account settings

General Settings

System Preferences

Choose your preferred language

Set your local time zone

Choose date display format

Dashboard Preferences

How often to update data

Starting page when you log in

Quick Actions

System Status

API Status Online
Data Sync Active
Last Backup 2 hours ago
Storage Used 2.3 GB / 10 GB

Support