EarthArXiv @eartharxiv@qoto.org

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

ChatGPT as a mapping assistant: A novel method to enrich maps with generative AI and content derived from street-level photographs
https://doi.org/10.31223/X5HQ1P #ArtificialIntelligenceAndRobotics #ComputerSciences #GeographicInformationSciences #Geography #OtherComputerSciences #OtherGeography #SpatialScience #Chatgpt #Mapping #Giscience #Mapillary #Openstreetmap #Street-levelPhotos #ComputerVision #LargeLanguageModels #Llm #VolunteeredGeographicInformation #Vgi

Ensemble modeling of the two-dimensional stochastic confined groundwater flow through the evolution of the hydraulic head's probability density function
https://doi.org/10.31223/X5ND5B #CivilAndEnvironmentalEngineering #-two-dimensional-stochasticGroundwaterFlow-lagrangian-eulerianFokker-planckEquation-upscaling-monteCarloSimulation

Is Snow Drought a Messenger for the Upcoming Severe Drought Period? A Case Study in the Upper Mississippi River Basin
https://doi.org/10.31223/X5S678 #EnvironmentalMonitoring #EnvironmentalSciences #WaterResourceManagement

Crowded and warmer: unequal dengue risk at high spatial resolution across a megacity of India
https://doi.org/10.31223/X5WW9V #EcologyAndEvolutionaryBiology #Dengue #DengueRiskMap #DengueInDelhi #High-spatialResolution #UrbanHeterogeneity #TransmissionHotspots #UrbanHeat #PopulationDensity #VectorialCarryingCapacity.