EarthArXiv @eartharxiv@qoto.org

Interpretability on agile machine learning models for hydrological predictions: A case study in the mega-disaster in Rio Grande do Sul, Brazil, in May 4 2024
https://doi.org/10.31223/X5FQ46 #Hydrology #Explicability #Flood #MachineLearning #PermutationImportance #AccumulatedLocalEffects

The effects of stress gradients on faulting and dike emplacement, with applications to Santorini and Iceland
https://doi.org/10.31223/X5KH8W #PhysicalSciencesAndMathematics #Stress-homogenisation #StressGradients #Faults #Dikes #Geophysics #Volcanology #Earthquakes #Iceland #Santorini

Beyond Boundary Lines: Emerging Innovative Trends in Geospatial Data for Decision-Making
https://doi.org/10.31223/X5Q71Q #EarthSciences #PhysicalSciencesAndMathematics #GeospatialData #ArtificialIntelligence #DeepLearning #SustainableDevelopmentGoals(sdgs) #DisasterResponse #UrbanDevelopment #Decision-makingProcesses

The effects of stress gradients on faulting and dike emplacement, with applications to Santorini and Iceland
https://doi.org/10.31223/X5KH8W #PhysicalSciencesAndMathematics #Stress-homogenisation #StressGradients #Faults #Dikes #Geophysics #Volcanology #Earthquakes #Iceland #Santorini

Beyond Boundary Lines: Emerging Innovative Trends in Geospatial Data for Decision-Making
https://doi.org/10.31223/X5Q71Q #EarthSciences #PhysicalSciencesAndMathematics #GeospatialData #ArtificialIntelligence #DeepLearning #SustainableDevelopmentGoals(sdgs) #DisasterResponse #UrbanDevelopment #Decision-makingProcesses

Cambrian foreland phosphogenesis in the Khuvsgul Basin of Mongolia
https://doi.org/10.31223/X5V141 #EarthSciences #Geochemistry #Geology #Sedimentology #Stratigraphy #TectonicsAndStructure #CollisionalTectonics #EarthHistory #Geochemistry #Geochronology #Paleontology #Phosphogenesis #Stratigraphy

AI-Driven Decision-Making for Water Resources Planning and Hazard Mitigation Using Automated Multi Agents
https://doi.org/10.31223/X5ZQ57 #CivilEngineering #ComputationalEngineering #ComputerAndSystemsArchitecture #ComputerEngineering #EcologyAndEvolutionaryBiology #Education #Engineering #EnvironmentalEngineering #GeotechnicalEngineering #HigherEducation #HydraulicEngineering #OperationsResearch,SystemsEngineeringAndIndustrialEngineering #RiskAnalysis #ScholarshipOfTeachingAndLearning #SystemsEngineering #TerrestrialAndAquaticEcology #TransportationEngineering #WaterResourcesPlanning #HazardMitigation #Ai-drivenAgents #Multi-agentSystem #Decision-making #BudgetOptimization. #HazardMitigation #Ai-drivenAgents #Multi-agentSystem #Decision-making #BudgetOptimization

A 3D Darcy-scale reactive transport modeling of experimental wormhole formation in limestone under geological CO2 storage conditions
https://doi.org/10.31223/X53H75 #TransportPhenomena #CarbonCaptureAndStorage #RockHeterogeneity #Fluid-rockInteraction #ReactiveTransportModeling #DigitalRock

Variation of climate and its temporal shifts across an altitudinal gradient of tropical rainforests of Sri Lanka
https://doi.org/10.31223/X5772R #ForestSciences #ClimateVariability #DiurnalTemperatureRange #MaximumTemperature #MinimumTemperature #With-yearVariation

Approach to setting the attribution of CO2 reductions for CCU fuels — Toward a system counting fuel selection as an emission reduction effort
https://doi.org/10.31223/X5C139 #EnvironmentalStudies #Co2Reductions #Hydrogen #SyntheticFuel #IpccGuidelines #ParisAgreement #Lca #EmissionCountingRules #NationalGhgInventory #AvoidingDoubleCounting #RenewableEnergyDirective:Red #CarbonFootprint #DirectAirCapture:Dac #Ndc:NationallyDeterminedContributions #InternationalStandardisation #Ccu（carbonCaptureAndUtilisation）

Emulator-based Bayesian calibration of a subglacial drainage model
https://doi.org/10.31223/X5GQ68 #EarthSciences #Glaciology #PhysicalSciencesAndMathematics #GlacierHydrology #Ice-sheetModelling #SubglacialProcesses #BayesianInference

Beyond fractures: the role of bedding planes in fluid flow pathways within a well-bedded carbonate sequence
https://doi.org/10.31223/X5MH7T #EarthSciences #PhysicalSciencesAndMathematics #FluidFlow #Fractures #BeddingPlanes #Connectivity #ParisBasin #DoggerFormation

Improved Streamflow Simulations in Hydrologically Diverse Basins using Physically Informed Deep Learning Models
https://doi.org/10.31223/X5R72D #CivilEngineering #Engineering #Hydrology #Lstm #DeepLearning #Streamflow #PhysicallyInformedModels #Large-sampleHydrology. #DeepLearning #Streamflow #PhysicallyInformedModels #Large-sampleHydrology

An environmental modeling algorithm to predict naturalized hydrology and water allocation status at human-influenced gauged sites: case study, Otago New Zealand
https://doi.org/10.31223/X5VX3M #PhysicalSciencesAndMathematics #BaseModels #EnsembleMachineLearning #MetaModel #SustainabilityModel #NaturalisedHydrology #UncertaintyQuantification #DefaultAbstractionLimits #DefaultAllocationRates #CatchmentAllocationStatus #OtagoNewZealand

Unlocking Geological Hydrogen Storage with Ammonia: An Effort for Net-Zero Future
https://doi.org/10.31223/X54D96 #Education #Engineering #NetZero #H2Carrier #Nh3Energy #Hydrogeochemical

Quantifying the benefits of nature-based solutions in urban drainage on headwater stream water quality
https://doi.org/10.31223/X58722 #TerrestrialAndAquaticEcology #- nature-basedSolutions(nbs) #- urbanWaterQuality #- greenInfrastructure #- vegetatedDrainageDitches #- pollutantLoad #- urbanStreamSyndrome

Efficacy of Recent Prescribed Burning and Land Management on Wildfire Burn Severity and Smoke Emissions in the Western United States
https://doi.org/10.31223/X5CX2W #EnvironmentalSciences #PrescribedFires #Wildfires #FineParticulateMatter(pm2.5) #LandManagement

Global drivers of forest loss at 1 km resolution
https://doi.org/10.31223/X5HQ6K #ComputerSciences #EnvironmentalSciences #GeographicInformationSciences #RemoteSensing #DriversOfForestLoss #DeepLearning #RemoteSensing #MachineLearning #Deforestation #Agriculture #ForestDisturbanceAttribution

Heat Vulnerability Analysis And Mapping (HEVAM): Analysis of United States power grids vulnerability to climate changes
https://doi.org/10.31223/X5ND9V #CivilAndEnvironmentalEngineering #ElectricalAndComputerEngineering #EnvironmentalEngineering #PowerAndEnergy #HeatMaps #U.s.PowerGrids #SubstationComponents #Cmip #Transmission #Distribution #ComponentFailureRates #TemperatureExposure

A Novel Model to Assess the Greenhouse Effect
https://doi.org/10.31223/X5S72Q #EnvironmentalSciences #Back-radiation #CarbonCycle #ClimateModel #Co2-concentration #GlobalWarming #GreenhouseEffect #GreenhouseGases #LatentHeatRemovalEffect #SaturationOfAbsorption #SecondLowOfThermodynamics