Emergency Response Management - seojedaperez/IgnisMap GitHub Wiki
IgnisMap provides comprehensive emergency response management capabilities through AI-powered fire prediction, real-time monitoring, and tactical coordination systems. The system integrates Azure cloud services to deliver intelligent fire risk assessment, tactical planning, and multi-agency resource coordination for emergency organizations. 2
graph TB
subgraph "Emergency Response Ecosystem"
IgnisMap["IgnisMap PWA<br/>Emergency Response Platform"]
subgraph "Core Components"
WelcomeScreen["Organization Setup<br/>WelcomeScreen"]
ZoneConfig["Zone Configuration<br/>Geographic Monitoring"]
Dashboard["Emergency Dashboard<br/>Operations Center"]
BiodiversityAnalysis["Environmental Impact<br/>Biodiversity Analysis"]
end
subgraph "Emergency Services Integration"
FireDept["Fire Departments<br/>Municipal Services"]
CivilProtection["Civil Protection<br/>Regional Agencies"]
ForestService["Forest Services<br/>Wildland Management"]
Environmental["Environmental Officers<br/>Conservation Groups"]
end
IgnisMap --> WelcomeScreen
IgnisMap --> ZoneConfig
IgnisMap --> Dashboard
IgnisMap --> BiodiversityAnalysis
WelcomeScreen --> FireDept
WelcomeScreen --> CivilProtection
WelcomeScreen --> ForestService
WelcomeScreen --> Environmental
end
The emergency response system follows a cloud-native architecture with Azure services providing real-time data processing, AI analysis, and coordination capabilities. 3
graph TB
subgraph "Emergency Response Architecture"
subgraph "Frontend Layer"
App["App.tsx<br/>Main Application"]
EmergencyDashboard["EmergencyDashboard<br/>Operations Interface"]
RiskMeter["RiskMeter<br/>Risk Assessment Display"]
AlertsList["AlertsList<br/>Active Alerts Management"]
ResourceAllocation["ResourceAllocation<br/>Resource Coordination"]
end
subgraph "Context Management"
EmergencyProvider["EmergencyProvider<br/>Emergency State"]
AlertProvider["AlertProvider<br/>Alert Management"]
WeatherProvider["WeatherProvider<br/>Weather Data"]
MicrosoftAIProvider["MicrosoftAIProvider<br/>AI Services"]
end
subgraph "Service Layer"
azureService["azureService<br/>Azure Integration"]
windAnalysisService["windAnalysisService<br/>Wind Pattern Analysis"]
biodiversityService["biodiversityAssessmentService<br/>Environmental Risk"]
tacticalService["tacticalFirefightingService<br/>Tactical Planning"]
end
subgraph "Azure Infrastructure"
AzureMaps["Azure Maps<br/>Geospatial Services"]
AzureOpenAI["Azure OpenAI<br/>AI Analysis"]
CosmosDB["Cosmos DB<br/>Emergency Database"]
CognitiveServices["Cognitive Services<br/>Image Analysis"]
Functions["Azure Functions<br/>Data Processing"]
EventHubs["Event Hubs<br/>Real-time Streaming"]
end
App --> EmergencyProvider
EmergencyDashboard --> azureService
EmergencyDashboard --> windAnalysisService
EmergencyDashboard --> biodiversityService
EmergencyDashboard --> tacticalService
azureService --> AzureMaps
azureService --> AzureOpenAI
azureService --> CosmosDB
azureService --> CognitiveServices
Functions --> EventHubs
Functions --> CosmosDB
end
The system implements a comprehensive emergency response workflow from detection through tactical deployment. 4
sequenceDiagram
participant NASA as "NASA FIRMS<br/>Satellite Data"
participant EventHub as "Event Hubs<br/>Data Ingestion"
participant Functions as "Azure Functions<br/>Processing"
participant AI as "Azure OpenAI<br/>Analysis"
participant CosmosDB as "Cosmos DB<br/>Storage"
participant Dashboard as "Emergency Dashboard<br/>Operations"
participant Responders as "Emergency Teams<br/>Field Operations"
NASA->>EventHub: Real-time fire detection data
EventHub->>Functions: ProcessSatelliteData trigger
Functions->>AI: Analyze fire risk and patterns
AI->>Functions: Risk assessment and predictions
Functions->>CosmosDB: Store analysis results
Functions->>Dashboard: Real-time alert generation
Dashboard->>Responders: Tactical plans and alerts
Responders->>Dashboard: Status updates and feedback
Dashboard->>CosmosDB: Update operational status
Emergency organizations configure their capabilities and monitoring zones through the IgnisMap setup process. 5
graph TD
subgraph "Organization Setup Process"
Start["Organization Registration"] --> OrgType["Select Organization Type"]
OrgType --> FireDept["Fire Department<br/>Municipal Services"]
OrgType --> Medical["Medical Services<br/>Emergency Medical"]
OrgType --> Police["Police Forces<br/>Law Enforcement"]
OrgType --> CivilProt["Civil Protection<br/>Regional Coordination"]
OrgType --> Other["Other Organizations<br/>Specialized Services"]
FireDept --> Capabilities["Define Capabilities"]
Medical --> Capabilities
Police --> Capabilities
CivilProt --> Capabilities
Other --> Capabilities
Capabilities --> ContactInfo["Contact Information<br/>Phone, Radio, Email"]
ContactInfo --> ZoneSetup["Monitoring Zone Setup"]
ZoneSetup --> Dashboard["Access Emergency Dashboard"]
end
subgraph "Capability Categories"
Capabilities --> FireSuppression["Fire Suppression<br/>Equipment & Personnel"]
Capabilities --> Evacuation["Evacuation Services<br/>Transportation & Coordination"]
Capabilities --> Medical["Medical Response<br/>Emergency Care"]
Capabilities --> Communication["Communication Systems<br/>Radio & Digital"]
Capabilities --> AerialSupport["Aerial Support<br/>Aircraft & Drones"]
end
The system provides continuous monitoring with intelligent alert generation based on multiple data sources and AI analysis. 6
graph TB
subgraph "Monitoring and Alert System"
subgraph "Data Sources"
SatelliteData["NASA FIRMS<br/>Satellite Fire Data"]
WeatherData["Weather APIs<br/>Meteorological Data"]
HistoricalData["Historical Patterns<br/>Fire History"]
VegetationData["Vegetation Index<br/>Fuel Load Assessment"]
end
subgraph "AI Processing Pipeline"
DataIngestion["Data Ingestion<br/>Event Hubs"]
AIAnalysis["Azure OpenAI<br/>Risk Assessment"]
PatternRecognition["Pattern Recognition<br/>Cognitive Services"]
RiskCalculation["Risk Calculation<br/>Confidence Scoring"]
end
subgraph "Alert Generation"
AlertEngine["Alert Engine<br/>Intelligent Filtering"]
PriorityAssignment["Priority Assignment<br/>Critical/High/Medium/Low"]
NotificationSystem["Notification System<br/>Multi-channel Alerts"]
end
subgraph "Dashboard Display"
ActiveAlerts["Active Alerts<br/>Real-time Display"]
RiskMetrics["Risk Metrics<br/>Visual Indicators"]
WeatherDisplay["Weather Conditions<br/>Current & Forecast"]
ResourceStatus["Resource Status<br/>Availability Tracking"]
end
SatelliteData --> DataIngestion
WeatherData --> DataIngestion
HistoricalData --> AIAnalysis
VegetationData --> AIAnalysis
DataIngestion --> AIAnalysis
AIAnalysis --> PatternRecognition
PatternRecognition --> RiskCalculation
RiskCalculation --> AlertEngine
AlertEngine --> PriorityAssignment
PriorityAssignment --> NotificationSystem
NotificationSystem --> ActiveAlerts
ActiveAlerts --> RiskMetrics
RiskMetrics --> WeatherDisplay
WeatherDisplay --> ResourceStatus
end
IgnisMap generates AI-powered tactical plans and coordinates resource allocation across multiple agencies. 7
graph TB
subgraph "Tactical Planning System"
subgraph "Analysis Components"
WindAnalysis["Wind Pattern Analysis<br/>windAnalysisService"]
BiodiversityRisk["Biodiversity Risk Assessment<br/>Environmental Impact"]
InfrastructureRisk["Infrastructure Risk<br/>Critical Assets"]
WaterSources["Water Source Identification<br/>Supply Planning"]
FirebreakDesign["Firebreak Strategy<br/>Containment Planning"]
end
subgraph "Resource Management"
FireStations["Fire Stations<br/>Personnel & Equipment"]
Aircraft["Aircraft Resources<br/>Aerial Support"]
WaterSupply["Water Sources<br/>Supply Points"]
Personnel["Personnel Allocation<br/>Team Assignments"]
Equipment["Equipment Tracking<br/>Asset Management"]
end
subgraph "Tactical Plan Generation"
AIPlanning["Azure OpenAI<br/>Plan Generation"]
PlanOptimization["Plan Optimization<br/>Resource Efficiency"]
DeploymentStrategy["Deployment Strategy<br/>Tactical Coordination"]
ContingencyPlanning["Contingency Planning<br/>Alternative Scenarios"]
end
subgraph "Operational Coordination"
MultiAgency["Multi-Agency Coordination<br/>Unified Command"]
CommunicationPlan["Communication Plan<br/>Coordination Protocols"]
StatusTracking["Status Tracking<br/>Real-time Updates"]
PerformanceMetrics["Performance Metrics<br/>Effectiveness Monitoring"]
end
WindAnalysis --> AIPlanning
BiodiversityRisk --> AIPlanning
InfrastructureRisk --> AIPlanning
WaterSources --> AIPlanning
FirebreakDesign --> AIPlanning
FireStations --> PlanOptimization
Aircraft --> PlanOptimization
WaterSupply --> PlanOptimization
Personnel --> PlanOptimization
Equipment --> PlanOptimization
AIPlanning --> DeploymentStrategy
PlanOptimization --> DeploymentStrategy
DeploymentStrategy --> ContingencyPlanning
ContingencyPlanning --> MultiAgency
MultiAgency --> CommunicationPlan
CommunicationPlan --> StatusTracking
StatusTracking --> PerformanceMetrics
end
The emergency response system is built on a robust Azure cloud infrastructure designed for high availability and scalability. 8
graph TB
subgraph "Azure Emergency Response Infrastructure"
subgraph "Critical Services ($115-150/month)"
AzureMaps["emergency-app-maps<br/>Azure Maps S1<br/>$50-80/month"]
CosmosDB["emergency-app-cosmos<br/>Cosmos DB<br/>$25-40/month"]
Functions["emergency-app-functions<br/>Azure Functions<br/>$10-20/month"]
OpenAI["emergency-openai<br/>Azure OpenAI<br/>$30-50/month"]
end
subgraph "Supporting Services ($50-120/month)"
EventHubs["emergency-app-events<br/>Event Hubs<br/>$30-50/month"]
CognitiveServices["emergency-app-cognitive<br/>Cognitive Services<br/>$30-50/month"]
KeyVault["emergency-app-vault<br/>Key Vault<br/>$5-10/month"]
AppInsights["emergency-app-insights<br/>Application Insights<br/>$10-20/month"]
Storage["emergencystorage<br/>Storage Account<br/>$5-10/month"]
end
subgraph "Database Containers"
Organizations["Organizations<br/>Partition: /organizationType"]
MonitoringZones["MonitoringZones<br/>Partition: /organizationId"]
FireAlerts["FireAlerts<br/>Partition: /organizationId"]
TacticalPlans["TacticalPlans<br/>Partition: /organizationType"]
SatelliteData["SatelliteData<br/>Partition: /satellite<br/>TTL: 30 days"]
WeatherData["WeatherData<br/>Partition: /location<br/>TTL: 7 days"]
ResourceAllocation["ResourceAllocation<br/>Partition: /organizationId"]
AuditLog["AuditLog<br/>Partition: /organizationId"]
end
AzureMaps --> Functions
CosmosDB --> Functions
Functions --> OpenAI
Functions --> CognitiveServices
EventHubs --> Functions
KeyVault --> Functions
Functions --> AppInsights
Functions --> Storage
CosmosDB --> Organizations
CosmosDB --> MonitoringZones
CosmosDB --> FireAlerts
CosmosDB --> TacticalPlans
CosmosDB --> SatelliteData
CosmosDB --> WeatherData
CosmosDB --> ResourceAllocation
CosmosDB --> AuditLog
end
The system processes multiple data streams in real-time to provide comprehensive situational awareness for emergency responders. 9
flowchart TD
subgraph "External Data Sources"
NASA["NASA FIRMS<br/>Fire Detection<br/>15-minute updates"]
Weather["Open-Meteo API<br/>Weather Forecasts<br/>Hourly updates"]
EFFIS["EFFIS<br/>European Fire Data<br/>Historical patterns"]
NOAA["NOAA Weather<br/>Advanced Meteorology<br/>Professional models"]
end
subgraph "Data Ingestion Layer"
EventHub["Event Hubs<br/>satellite-data<br/>4 partitions"]
Functions["Azure Functions<br/>ProcessSatelliteData<br/>AnalyzeFireRisk"]
end
NASA --> EventHub
Weather --> Functions
EFFIS --> EventHub
NOAA --> Functions
EventHub --> Functions