EarthArXiv @eartharxiv@social.cleverlibre.org

Better Localized Predictions with Out-of-Scope Information and Explainable AI: One-Shot SAR Backscatter Nowcast Framework with Data from Neighboring Region
https://doi.org/10.31223/X5P95M #CivilEngineering #Engineering #GeotechnicalEngineering #HydraulicEngineering #Sar #DeepLearning #RemoteSensing #ImageSynthesis #ExplainableAi

Projected Changes in Hot, Dry and Compound Hot-Dry Extremes over Global Land Regions
https://doi.org/10.31223/X5T08W #AtmosphericSciences #Climate #Meteorology #OceanographyAndAtmosphericSciencesAndMeteorology #PhysicalSciencesAndMathematics #HotDryExtremes #CompoundEvents #Cmip6 #Projections

From space-time landslide susceptibility to landslide risk forecast
https://doi.org/10.31223/X5XT1F #EarthSciences #OtherEarthSciences #PhysicalSciencesAndMathematics #Space-timeStatistics;DynamicLandslideSusceptibility;LandslideRisk;FutureProjections

Small data problems in deep learning applications with remote sensing: A review
https://doi.org/10.31223/X52H3B #ArtificialIntelligenceAndRobotics #OtherEarthSciences #RemoteSensing #CrossValidation #EnsembleLearning #Multi-taskLearning #WeaklySupervisedLearning #ActiveLearning #Semi-supervisedLearning #TransferLearning #Process-awareAi #Self-supervisedLearning #Zero-shotLearning #Few-shotLearning #UavImagery #DeepLearning #MachineLearning #DataSparsity #LimitedAnnotatedData #LimitedLabeledData #LimitedSampleSize #Process-awareAi #Self-supervisedLearning #Zero-shotLearning #Few-shotLearning #UavImagery #DeepLearning #MachineLearning #RemoteSensing #LimitedAnnotatedData #LimitedLabeledData #LimitedSampleSize

Small data problems in deep learning applications with remote sensing: A review
https://doi.org/10.31223/X52H3B #ArtificialIntelligenceAndRobotics #OtherEarthSciences #RemoteSensing #CrossValidation #EnsembleLearning #Multi-taskLearning #WeaklySupervisedLearning #ActiveLearning #Semi-supervisedLearning #TransferLearning #Process-awareAi #Self-supervisedLearning #Zero-shotLearning #Few-shotLearning #UavImagery #DeepLearning #MachineLearning #DataSparsity #LimitedAnnotatedData #LimitedLabeledData #LimitedSampleSize #Process-awareAi #Self-supervisedLearning #Zero-shotLearning #Few-shotLearning #UavImagery #DeepLearning #MachineLearning #RemoteSensing #LimitedAnnotatedData #LimitedLabeledData #LimitedSampleSize

Characterising the flow-boundary zone in fluidised granular currents
https://doi.org/10.31223/X56958 #PhysicalSciencesAndMathematics #PyroclasticDensityCurrent #DenseGranularCurrent #Flow-boundaryZone #Volcanology #Modelling

Seismic Stratigraphy of Contourite Drift Deposits Associated with the Loop Current on the Eastern Campeche Bank, Gulf of Mexico
https://doi.org/10.31223/X5Q67N #GeophysicsAndSeismology #Oceanography #Sedimentology #Stratigraphy #LoopCurrent #GulfOfMexico #SedimentDrift #MultichannelSeismicSurvey #MarineGeophysics #YucatanStrait #ContouriteDrift #Miocene #Oligocene #Eocene #Cretaceous-paleogeneBoundary #DsdpSite95

Formation of back-arc basins by lithospheric warping: examples of the Andaman, Bismarck and Banda Sea basins
https://doi.org/10.31223/X5B09X #EarthSciences

GIS-Based Modelling of Soil Erosion Risk categories County Antrim, Northern Ireland
https://doi.org/10.31223/X5FT13 #EnvironmentalSciences #PhysicalSciencesAndMathematics #GisModelling #Soil #Erosion #Risk #Antrim #NorthernIreland #Soil #Erosion #NorthernIreland

Diamond open access with preregistration: a new publishing model for palaeontology
https://doi.org/10.31223/X5KH30 #EarthSciences #Paleontology #AcademicPublishing #DiamondOpenAccess #ResearchPreregistration #PeerReviewSystems #Palaeontology

Assessment of Oceanographic Conditions during the North Atlantic EXport Processes in the Ocean from RemoTe Sensing (EXPORTS) Field Campaign
https://doi.org/10.31223/X5C097 #Biogeochemistry #OceanographyAndAtmosphericSciencesAndMeteorology #CarbonExport #NorthAtlanticBloom #PhytoplantonBloom #OceanPhysics #EddyDynamics

Assessing Decadal Variability of Subseasonal Forecasts of Opportunity using Explainable AI
https://doi.org/10.31223/X5GQ1C #AtmosphericSciences #Climate #OceanographyAndAtmosphericSciencesAndMeteorology #PhysicalSciencesAndMathematics #ForecastsOfOpportunity #SubseasonalPredictability #ExplainableMachineLearning #DecadalVariability #SubseasonalPredictability #ExplainableMachineLearning #DecadalVariability

A new OSL dose model to account for post-depositional mixing of sediments
https://doi.org/10.31223/X5MH39 #EarthSciences #StatisticalModels #StatisticsAndProbability #OpticallyStimulatedLuminescence #Single-grainDoseDistributions #VerticalMixingOfSediments #BayesianInference #MaximumLikelihoodEstimation #AsymmetricLaplacianMixtureModel

Automated shear-wave splitting analysis for single- and multi- layer anisotropic media
https://doi.org/10.31223/X5R67Z #EarthSciences #GeophysicsAndSeismology #PhysicalSciencesAndMathematics #PassiveSeismology #SeismicAnisotropy #Python #Software

Climate controls on compound solar and wind droughts in Australia
https://doi.org/10.31223/X5W09W #Climate #PhysicalSciencesAndMathematics #RenewableEnergy #Wind #Solar #CompoundEvents #ModesOfVariability

Investigating the Relationship Between Sea Surface Temperature and the Mechanical Efficiency of Tropical Cyclones
https://doi.org/10.31223/X50Q11 #PhysicalSciencesAndMathematics #Hurricanes #Climate #Mafalda #HeatEngine

Multivariate Analysis and Anomaly Detection of U.S. Reservoir Sedimentation Dataset
https://doi.org/10.31223/X54H3Z #Engineering #ReservoirSedimentation #ReservoirCapacityLoss #MachineLearning #EmpiricalDataAnalytics #AnomalyDetection #MultivariateAnalysis

Non-structural Flood Mitigation Optimization at Community Scale: Middle Cedar Case Study
https://doi.org/10.31223/X5867M #CivilAndEnvironmentalEngineering #CivilEngineering #Engineering #EnvironmentalEngineering #RiskAnalysis #Flood #Mitigation #Cost-benefitAnalysis #Optimization

Volcanic lightning reveals umbrella cloud dynamics of the January 2022 Hunga Tonga-Hunga Ha’apai eruption
https://doi.org/10.31223/X5D09J #Volcanology #HungaTonga-hungaHa’apai #VolcanicLightning #Satellite #UmbrellaCloud

Diamond open access with preregistration: a new publishing model for palaeontology
https://doi.org/10.31223/X57679 #EarthSciences #Paleontology #AcademicPublishing #DiamondOpenAccess #ResearchPreregistration #PeerReviewSystems #Palaeontology