Climate Action and Sustainability

class CarbonTrackingEngine {
  constructor(
    private emissionFactors: EmissionFactorsDatabase,
    private behaviorAnalyzer: SustainableBehaviorAnalyzer,
    private impactCalculator: EnvironmentalImpactCalculator
  ) {}

  async setupPersonalCarbonTracking(
    user: UserProfile,
    trackingPreferences: TrackingPreferences
  ): Promise<CarbonTrackingSystem> {
    
    return {
      automaticTracking: await this.setupAutomaticTracking(user),
      manualLogging: await this.setupManualLogging(trackingPreferences),
      impactVisualization: await this.createImpactVisualization(user),
      goalSetting: await this.setupCarbonGoals(user),
      offsetRecommendations: await this.createOffsetRecommendations(user)
    };
  }

  private async setupAutomaticTracking(user: UserProfile): Promise<AutomaticTrackingSystem> {
    return {
      // Transportation tracking
      transportation: {
        locationTracking: this.enablePrivacyFirstLocationTracking(),
        transportModeDetection: this.detectTransportationModes(),
        routeOptimization: this.suggestSustainableRoutes(),
        publicTransitIntegration: this.integrateWithPublicTransit()
      },

      // Energy consumption tracking
      energyConsumption: {
        smartMeterIntegration: this.integrateWithSmartMeters(user.location),
        applianceTracking: this.trackApplianceUsage(),
        renewableEnergyTracking: this.trackRenewableEnergyUsage(),
        energyEfficiencyTips: this.provideEnergyEfficiencyTips()
      },

      // Consumption tracking
      consumptionTracking: {
        purchaseTracking: this.trackSustainablePurchases(),
        foodImpactTracking: this.trackFoodConsumption(),
        wasteTracking: this.trackWasteGeneration(),
        recyclingTracking: this.trackRecyclingBehavior()
      },

      // Real-time impact calculation
      realTimeCalculation: {
        instantFeedback: this.provideInstantImpactFeedback(),
        dailySummaries: this.generateDailyImpactSummaries(),
        weeklyAnalysis: this.generateWeeklyAnalysis(),
        monthlyReports: this.generateMonthlyReports()
      }
    };
  }

  async calculateRealTimeImpact(
    userAction: UserAction,
    context: EnvironmentalContext
  ): Promise<EnvironmentalImpact> {
    
    const baseImpact = await this.emissionFactors.getEmissionFactor(
      userAction.type, 
      userAction.parameters, 
      context.location
    );

    // Adjust for context and user-specific factors
    const adjustedImpact = this.adjustForContext(baseImpact, context, userAction);
    
    // Calculate comparative impact
    const alternatives = await this.calculateAlternatives(userAction, context);
    const savings = this.calculatePotentialSavings(adjustedImpact, alternatives);

    return {
      carbonFootprint: adjustedImpact,
      waterFootprint: this.calculateWaterFootprint(userAction, context),
      wasteGeneration: this.calculateWasteGeneration(userAction, context),
      biodiversityImpact: this.calculateBiodiversityImpact(userAction, context),
      alternatives: alternatives,
      potentialSavings: savings,
      recommendations: this.generateRecommendations(userAction, alternatives)
    };
  }
}

class CommunitySustainabilityPlatform {
  
  async createSustainabilityCommunity(
    communityProfile: CommunityProfile,
    sustainabilityGoals: SustainabilityGoal[]
  ): Promise<SustainabilityCommunitySystem> {
    
    return {
      collectiveActionOrganizer: await this.setupCollectiveActions(),
      challengeSystem: await this.createCommunityChallenge System(),
      resourceSharing: await this.setupResourceSharing(),
      knowledgeSharing: await this.createKnowledgeSharing(),
      impactAmplification: await this.setupImpactAmplification()
    };
  }

  private async setupCollectiveActions(): Promise<CollectiveActionSystem> {
    return {
      // Community-wide sustainability initiatives
      communityInitiatives: {
        energyCooperatives: this.facilitateEnergyCooperatives(),
        communityGardens: this.organizeCommunityGardens(),
        carSharing: this.facilitateCarSharing(),
        toolLibraries: this.setupToolLibraries(),
        repairCafes: this.organizeRepairCafes()
      },

      // Collective purchasing power
      groupPurchasing: {
        renewableEnergy: this.facilitateGroupRenewableEnergy(),
        sustainableProducts: this.organizeGroupPurchasing(),
        electricVehicles: this.facilitateEVGroupBuying(),
        energyAudits: this.organizeGroupEnergyAudits()
      },

      // Community advocacy
      advocacy: {
        localPolicyAdvocacy: this.facilitatePolicyAdvocacy(),
        corporateEngagement: this.organizeCorporateEngagement(),
        governmentPetitions: this.facilitateGovernmentPetitions(),
        sustainabilityEducation: this.organizeEducationCampaigns()
      },

      // Impact amplification
      impactMultiplier: {
        viralChallenges: this.createViralSustainabilityChallenges(),
        socialProof: this.leverageSocialProof(),
        peerInfluence: this.facilitatePeerInfluence(),
        communityRecognition: this.createRecognitionSystems()
      }
    };
  }

  // Gamified community challenges
  private async createCommunityChallengeSystem(): Promise<CommunityChallenge System> {
    return {
      // Time-based challenges
      challenges: {
        carbonFreeWeek: this.createCarbonFreeWeekChallenge(),
        zeroWasteMonth: this.createZeroWasteMonthChallenge(),
        renewableEnergyChallenge: this.createRenewableEnergyChallenge(),
        sustainableTransportChallenge: this.createTransportChallenge(),
        localFoodChallenge: this.createLocalFoodChallenge()
      },

      // Progressive difficulty levels
      difficultyProgression: {
        beginnerChallenges: this.createBeginnerSustainabilityChallenges(),
        intermediateChallenges: this.createIntermediateChallenges(),
        advancedChallenges: this.createAdvancedChallenges(),
        expertChallenges: this.createExpertChallenges()
      },

      // Social mechanics
      socialMechanics: {
        teamFormation: this.enableTeamChallengeFormation(),
        peerSupport: this.facilitatePeerSupport(),
        mentorship: this.connectExperiencedSustainabilityMentors(),
        communityLeaderboards: this.createCommunityLeaderboards()
      },

      // Real-world impact tracking
      impactTracking: {
        aggregateImpact: this.trackAggregateEnvironmentalImpact(),
        localEcosystemImpact: this.trackLocalEcosystemImpact(),
        economicImpact: this.trackEconomicImpact(),
        socialImpact: this.trackSocialImpact()
      }
    };
  }
}

class SustainableConsumptionAssistant {
  
  async createConsumptionGuidanceSystem(
    user: UserProfile,
    consumptionPatterns: ConsumptionPattern[]
  ): Promise<ConsumptionGuidanceSystem> {
    
    return {
      productEvaluator: await this.setupProductEvaluator(),
      alternativesSuggester: await this.setupAlternativesSuggester(),
      circularEconomyIntegrator: await this.setupCircularEconomyIntegration(),
      consumptionOptimizer: await this.setupConsumptionOptimizer(),
      wastePrevention: await this.setupWastePrevention()
    };
  }

  private async setupProductEvaluator(): Promise<ProductEvaluationSystem> {
    return {
      // Real-time product sustainability scoring
      sustainabilityScoring: {
        lifecycleAssessment: this.calculateProductLifecycleImpact(),
        carbonFootprint: this.calculateProductCarbonFootprint(),
        waterFootprint: this.calculateProductWaterFootprint(),
        socialImpact: this.assessProductSocialImpact(),
        packaging: this.evaluatePackagingSustainability()
      },

      // Product alternatives recommendation
      alternativesEngine: {
        sustainableAlternatives: this.findSustainableAlternatives(),
        localAlternatives: this.findLocalAlternatives(),
        circularAlternatives: this.findCircularEconomyAlternatives(),
        diyAlternatives: this.suggestDIYAlternatives()
      },

      // Purchase decision support
      decisionSupport: {
        needsAssessment: this.assessPurchaseNecessity(),
        durabilityEvaluation: this.evaluateProductDurability(),
        repairability: this.assessRepairability(),
        endOfLifeOptions: this.evaluateEndOfLifeOptions()
      },

      // Ethical considerations
      ethicalEvaluation: {
        laborPractices: this.evaluateLaborPractices(),
        animalWelfare: this.evaluateAnimalWelfare(),
        fairTrade: this.checkFairTradeStatus(),
        communityImpact: this.assessCommunityImpact()
      }
    };
  }

  // AI-powered shopping assistant
  async provideShoppingGuidance(
    shoppingContext: ShoppingContext,
    productQuery: ProductQuery
  ): Promise<ShoppingGuidance> {
    
    // Analyze shopping context and intent
    const intentAnalysis = await this.analyzeShoppingIntent(shoppingContext, productQuery);
    const sustainabilityPreferences = await this.getUserSustainabilityPreferences(shoppingContext.user);
    
    // Generate personalized recommendations
    return {
      // Primary recommendations
      primaryRecommendations: {
        mostSustainable: await this.findMostSustainableOptions(productQuery),
        bestValue: await this.findBestSustainableValue(productQuery),
        localOptions: await this.findLocalSustainableOptions(productQuery, shoppingContext.location)
      },

      // Alternative approaches
      alternativeApproaches: {
        borrowOrRent: await this.findBorrowingOptions(productQuery, shoppingContext.location),
        secondHand: await this.findSecondHandOptions(productQuery, shoppingContext.location),
        diyOptions: await this.findDIYOptions(productQuery),
        sharing: await this.findSharingOptions(productQuery, shoppingContext.location)
      },

      // Impact information
      impactInformation: {
        environmentalImpact: await this.calculateEnvironmentalImpact(productQuery),
        alternatives Impact: await this.compareAlternativeImpacts(productQuery),
        longTermSavings: await this.calculateLongTermSavings(productQuery),
        communityBenefit: await this.calculateCommunityBenefit(productQuery, shoppingContext.location)
      },

      // Behavioral nudges
      behavioralNudges: {
        reflectionPrompts: this.createReflectionPrompts(intentAnalysis),
        delayPrompts: this.createDelayPrompts(intentAnalysis),
        alternativeFraming: this.createAlternativeFraming(intentAnalysis),
        socialNorms: this.provideSocialNormInformation(shoppingContext)
      }
    };
  }
}

class ClimateEducationSystem {
  
  async createClimateEducationPlatform(
    learnerProfile: LearnerProfile,
    educationGoals: EducationGoal[]
  ): Promise<ClimateEducationPlatform> {
    
    return {
      adaptiveLearning: await this.setupAdaptiveLearning(learnerProfile),
      interactiveSimulations: await this.createInteractiveSimulations(),
      localImpactEducation: await this.createLocalImpactEducation(learnerProfile.location),
      actionBasedLearning: await this.setupActionBasedLearning(),
      communityEducation: await this.setupCommunityEducation()
    };
  }

  private async setupAdaptiveLearning(profile: LearnerProfile): Promise<AdaptiveLearningSystem> {
    return {
      // Personalized learning paths
      personalizedPaths: {
        currentKnowledgeAssessment: this.assessCurrentClimateKnowledge(profile),
        learningStyleAdaptation: this.adaptToLearningStyle(profile.learningStyle),
        interestBasedCustomization: this.customizeBasedOnInterests(profile.interests),
        skillLevelProgression: this.createSkillLevelProgression(profile)
      },

      // Microlearning modules
      microlearning: {
        dailyClimateFacts: this.createDailyClimateFacts(),
        weeklyDeepDives: this.createWeeklyDeepDives(),
        monthlyProjects: this.createMonthlyProjects(),
        seasonalChallenges: this.createSeasonalChallenges()
      },

      // Interactive content
      interactiveContent: {
        climateSimulations: this.createClimateSimulations(),
        carbonCalculators: this.createInteractiveCarbonCalculators(),
        ecosystemExplorations: this.createEcosystemExplorations(),
        futureScenarios: this.createFutureScenarioSimulations()
      },

      // Real-world connections
      realWorldConnections: {
        localClimateImpacts: this.showLocalClimateImpacts(profile.location),
        personalActionImpacts: this.connectPersonalActionsToGlobalImpact(),
        communityProjects: this.connectToLocalCommunityProjects(profile.location),
        careerConnections: this.showClimateCareerOptions(profile.interests)
      }
    };
  }

  // AR-based environmental education
  async createAREnvironmentalExperiences(): Promise<AREducationSystem> {
    return {
      // Visualizing invisible impacts
      impactVisualization: {
        carbonVisualization: this.visualizeCarbonEmissions(),
        pollutionVisualization: this.visualizeAirQualityData(),
        biodiversityVisualization: this.visualizeBiodiversityLoss(),
        climateChangeVisualization: this.visualizeClimateChangeEffects()
      },

      // Virtual field trips
      virtualFieldTrips: {
        renewableEnergyFacilities: this.createRenewableEnergyTours(),
        sustainableFarms: this.createSustainableFarmTours(),
        wasteManagementFacilities: this.createWasteManagementTours(),
        conservationProjects: this.createConservationProjectTours()
      },

      // Interactive demonstrations
      interactiveDemonstrations: {
        energyEfficiencyDemos: this.createEnergyEfficiencyDemonstrations(),
        sustainableLivingDemos: this.createSustainableLivingDemonstrations(),
        circularEconomyDemos: this.createCircularEconomyDemonstrations(),
        ecosystemDynamicsDemos: this.createEcosystemDynamicsDemonstrations()
      }
    };
  }
}

class ClimateDataIntegrationEngine {
  
  async integrateClimateData(
    userLocation: Location,
    dataPreferences: DataPreferences
  ): Promise<ClimateDataSystem> {
    
    return {
      realTimeEnvironmentalData: await this.setupRealTimeEnvironmentalMonitoring(),
      climateProjections: await this.setupClimateProjections(userLocation),
      policyTracking: await this.setupClimatePolicy Tracking(userLocation),
      opportunityMapping: await this.setupOpportunityMapping(userLocation),
      impactVisualization: await this.setupImpactVisualization()
    };
  }

  private async setupRealTimeEnvironmentalMonitoring(): Promise<EnvironmentalMonitoringSystem> {
    return {
      // Air quality monitoring
      airQuality: {
        realTimeAQI: this.getRealTimeAirQuality(),
        pollutantBreakdown: this.getPollutantBreakdown(),
        healthRecommendations: this.generateHealthRecommendations(),
        trendAnalysis: this.analyzeAirQualityTrends()
      },

      // Climate monitoring
      climateMonitoring: {
        temperatureTrends: this.monitorTemperatureTrends(),
        precipitationPatterns: this.monitorPrecipitationPatterns(),
        extremeWeatherAlerts: this.provideExtremeWeatherAlerts(),
        seasonalChanges: this.trackSeasonalChanges()
      },

      // Biodiversity monitoring
      biodiversityMonitoring: {
        speciesObservations: this.integrateWithCitizenScience(),
        habitatHealth: this.monitorHabitatHealth(),
        migrationPatterns: this.trackMigrationPatterns(),
        ecosystemServices: this.assessEcosystemServices()
      }
    };
  }
}

class CarbonOffsetIntegration {
  
  async setupCarbonOffsetSystem(
    user: UserProfile,
    carbonFootprint: CarbonFootprint
  ): Promise<CarbonOffsetSystem> {
    
    return {
      offsetCalculation: await this.calculateOptimalOffsets(carbonFootprint),
      projectSelection: await this.setupProjectSelection(user.preferences),
      impactTracking: await this.setupOffsetImpactTracking(),
      communityOffsets: await this.setupCommunityOffsetPrograms(),
      transparencySystem: await this.setupOffsetTransparency()
    };
  }

  private async setupProjectSelection(preferences: UserPreferences): Promise<ProjectSelectionSystem> {
    return {
      // Verified offset projects
      verifiedProjects: {
        forestConservation: this.curateBestForestConservationProjects(),
        renewableEnergy: this.curateBestRenewableEnergyProjects(),
        energyEfficiency: this.curateBestEnergyEfficiencyProjects(),
        agriculturalCarbon: this.curateBestAgriculturalCarbonProjects(),
        directAirCapture: this.curateBestDirectAirCaptureProjects()
      },

      // Impact-based selection
      impactOptimization: {
        costEffectiveness: this.optimizeForCostEffectiveness(),
        additionalityMaximization: this.maximizeAdditionality(),
        co Benefits: this.optimizeForCoBenefits(),
        permanence: this.optimizeForPermanence()
      },

      // Personal connection
      personalConnection: {
        localProjects: this.prioritizeLocalProjects(preferences.location),
        causeAlignment: this.alignWithPersonalCauses(preferences.causes),
        transparency: this.ensureProjectTransparency(),
        visitableProjects: this.highlightVisitableProjects(preferences.location)
      }
    };
  }
}

class GlobalClimateActionPlatform {
  
  async deployGlobalClimateAction(): Promise<GlobalClimateStrategy> {
    return {
      regionalAdaptation: await this.createRegionalClimateAdaptations(),
      culturalIntegration: await this.integrateCulturalClimateWisdom(),
      policyIntegration: await this.integrateWithClimatePolicy(),
      scientificIntegration: await this.integrateWithClimateScience(),
      movementBuilding: await this.supportClimateMovementBuilding()
    };
  }

  private async createRegionalClimateAdaptations(): Promise<RegionalClimateAdaptation> {
    return {
      // Climate-specific regional needs
      arcticRegions: this.adaptForArcticClimateIssues(),
      tropicalRegions: this.adaptForTropicalClimateIssues(),
      desertRegions: this.adaptForDesertificationIssues(),
      coastalRegions: this.adaptForSeaLevelRiseIssues(),
      mountainRegions: this.adaptForMountainClimateIssues(),

      // Economic context adaptation
      developedCountries: this.adaptForDevelopedCountryContext(),
      developingCountries: this.adaptForDevelopingCountryContext(),
      leastDevelopedCountries: this.adaptForLDCContext(),
      smallIslandStates: this.adaptForSmallIslandContext()
    };
  }
}

class OroecoStylePlatform {
  async deployComprehensiveSustainabilityPlatform(): Promise<SustainabilityPlatform> {
    return {
      carbonTracking: this.implementAutomaticCarbonTracking(),
      socialEngagement: this.createSustainabilitySocialNetwork(),
      financialIncentives: this.integrateSustainabilityFinancialBenefits(),
      localAction: this.connectToLocalSustainabilityOpportunities(),
      impactVisualization: this.createPersonalImpactVisualization()
    };
  }
}