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Deep learning driven spatiotemporal prediction of global carbon emissions from container shipping

Hongchu Yu, Chenxi Jiang, Qinglong Fang, Tianming Wei, Lei Xu

2025Transportation Research Part D Transport and Environment7 citationsDOI

Topics & Concepts

Environmental scienceDeep learningPort (circuit theory)Mean squared errorContainer (type theory)Carbon cycleMeteorologySimilarity (geometry)PollutionScheduling (production processes)Dual (grammatical number)Computer scienceAir pollutionRemote sensingTraining (meteorology)Global changeGreenhouse gasEarth system scienceSatelliteCarbon fluxChannel (broadcasting)Environmental pollutionIndex (typography)Control (management)Atmospheric modelSatellite imageryMaritime Transport Emissions and EfficiencyMaritime Navigation and SafetyVehicle emissions and performance
Deep learning driven spatiotemporal prediction of global carbon emissions from container shipping | Litcius