EarthArXiv @eartharxiv@qoto.org

mineralML: Leveraging Machine Learning for Probabilistic Mineral Classification
https://doi.org/10.31223/X53J2M #EarthSciences #Geochemistry #Geology #PhysicalSciencesAndMathematics #Probability #StatisticalMethodology #StatisticsAndProbability #Volcanology #MachineLearning #Mineralogy #Eds #NeuralNetworks #Petrology #Volcanology #Ebsd #Geochemistry

No place to hide? Regional resilience and vulnerability to global catastrophic risk
https://doi.org/10.31223/X56B60 #Agriculture #EarthSciences #EnvironmentalSciences #EnvironmentalStudies #FoodScience #ForestSciences #Geography #PublicHealth #GlobalCatastrophicRisk #NuclearWar #Pandemic #Hemp #VolcanicEruption #NearEarthObject #GeomagneticStorm #AbruptSunlightReductionScenario #GlobalCatastrophicInfrastructureLoss #GlobalCatastrophicBiologicalRisk #Resilience #Vulnerability

Seismic and infrasound signals from the 2023 explosive eruption sequence of Shishaldin Volcano, Alaska
https://doi.org/10.31223/X5B198 #GeophysicsAndSeismology #Volcanology #Seismic #Infrasound #Seismoacosutic #Shishaldin

Satellite Validation of Citizen Science Marine Pollution Data: Multi-Site Correlation Analysis of Sentinel-2 Floating Debris Index and EyeSea Ground-Truth Reports
https://doi.org/10.31223/X5FV1F #EnvironmentalIndicatorsAndImpactAssessment #EnvironmentalMonitoring #NaturalResourcesAndConservation #MarineDebris #FloatingDebrisIndex #Sentinel-2 #CitizenScience #Groud-truthValidation #RemoteSensing #MarinePollution #SeasonalDecomposition #CostalMonitoring

Machine Learning Based Alum Dosing Optimization for Adaptive Water Quality Management in Treatment Plant
https://doi.org/10.31223/X5KJ3B #CivilAndEnvironmentalEngineering #EnvironmentalEngineering #WaterQuality #HaldaRiver #AlumDosing #WaterTreatment

The Use of an Alum-Based Coagulant “Bucochem” for the Cleaning of Natural Water from Styrene/Divinylbenzene Microplastics
https://doi.org/10.31223/X5QB6N #OtherLifeSciences #MicroplasticParticles #DecontaminationOfWater #Coagulation #Alum-basedCoagulants #SedimentCompaction

Geological controls on Underground Hydrogen Storage in depleted gas fields
https://doi.org/10.31223/X5V18J #EarthSciences #EnvironmentalSciences #Geology #Oil,Gas,AndEnergy #OtherCivilAndEnvironmentalEngineering #Sustainability #UndergroundHydrogenStorage #Heterogeneity #Screening #DepletedGasFields #SiteSelection #BunterSandstone

Decadal Evolution of Supraglacial Hydrology on the Nivlisen Ice Shelf: From Localized Ponding to Spatially Synchronized Hydrofracture Forcing (2015-2026)
https://doi.org/10.31223/X5ZV13 #ComputationalEngineering #EarthSciences #EnvironmentalSciences #MaterialsScienceAndEngineering #MechanicalEngineering #Physics #EastAntarctica #NivlisenIceShelf #Hydrofracture #SupraglacialMeltPond #StressIntensityFactor

mineralML: Leveraging Machine Learning for Probabilistic Mineral Classification
https://doi.org/10.31223/X53J2M #EarthSciences #Geochemistry #Geology #PhysicalSciencesAndMathematics #Probability #StatisticalMethodology #StatisticsAndProbability #Volcanology #MachineLearning #Mineralogy #Eds #NeuralNetworks #Petrology #Volcanology #Ebsd #Geochemistry

Nearly three decades of laser altimetry reveal strong regional contrasts and glacier-driven ice losses in Greenland
https://doi.org/10.31223/X57B5X #EarthSciences #PhysicalSciencesAndMathematics #GreenlandIceSheet #LaserAltimetry #MassChange #IceDynamics #SeaLevel

Seasonal Anomaly Detection in the Halda River Using a Multivariate Deep Learning Framework
https://doi.org/10.31223/X5C186 #CivilAndEnvironmentalEngineering #EarthSciences #Engineering #MechanicalEngineering #HaldaRiver #AnomalyDetection #WaterQuality #UnsupervisedDeepLearning #SeasonalAnalysis

Spatiotemporal relationships, influencing factors and policy implications of coastal man–land system spatial resilience based on interpretable machine learning models: A case study of China’s southeastern coastal region
https://doi.org/10.31223/X5GV0C #Geography #CoastalMan-landSystem #SpatialResilience #InterpretableMachineLearning #Threshold #SoutheasternCoastalRegion

Research on marine litter detection based on CNN-Transformer heterogeneous parallelism
https://doi.org/10.31223/X5MJ3N #ElectricalAndComputerEngineering #MarineLitterDetection #ObjectDetection #Cnn-transformer #DeepLearning #LightweightModel #ComputerVision

InSARLite: An Open-Source GUI for Streamlined InSAR Time Series Processing
https://doi.org/10.31223/X5RB5K #GraphicsAndHumanComputerInterfaces #OtherEarthSciences #ProgrammingLanguagesAndCompilers #Insar #Gmtsar #Gui #Python

Uncertainty-Aware Bayesian Machine Learning for Landslide Susceptibility Mapping: in the Chattogram Metropolitan Hill System, Bangladesh
https://doi.org/10.31223/X55J40 #CivilAndEnvironmentalEngineering #Engineering #LandslideSusceptibility;BayesianInference;GaussianProcesses;UncertaintyQuantification;Scai.

SIM4Action: An Interactive Platform for Social-Environmental Systems Mapping and Causal Analysis
https://doi.org/10.31223/X5976W #EnvironmentalEngineering #EnvironmentalStudies #HydraulicEngineering #LifeSciences #SystemsMapping #CausalAnalysis #Socio-environmentalSystems #NetworkAnalysis #ParticipatoryModelling #AdaptiveManagement #ParticipatoryModelling #CausalSystemsMapping #AdaptiveManagement #Socio-environmentalSystems

An assessment of small rural and micro-enterprises as pathways out of poverty. Insights from KwaZulu-Natal Province, South Africa
https://doi.org/10.31223/X5F18T #InternationalAndAreaStudies #RuralEntrepreneurship #MicroAndSmallEnterprises(mses) #PovertyAlleviation #LivelihoodStrategies #Kwazulu-natal

Atsusa samusa mo higan made: Statistical validation of a Japanese weather proverb across eight stations over 76 years
https://doi.org/10.31223/X5XZ0F #EarthSciences #PhysicalSciencesAndMathematics #WeatherProverb #Equinox #ChangePointDetection #Pelt #ClimateChange #Japan #SeasonalTransition #FolkloreVerification

Geospatial Modelling of Vegetation Dynamics and Carbon Sequestration Capacity in Ekiti State, Nigeria Using MODIS Data and CASA Models.
https://doi.org/10.31223/X52R2C #EnvironmentalMonitoring #GeographicInformationSciences #NaturalResourcesAndConservation #NaturalResourcesManagementAndPolicy #PhysicalAndEnvironmentalGeography #RemoteSensing #SpatialScience #Sustainability #NetPrimaryProductivity(npp) #EnhancedVegetationIndex(evi) #CarbonBudget #LightUseEfficiency(lue)

On the Origin of Directional Variability in Earthquake Response Spectra: A Stochastic Covariance Framework
https://doi.org/10.31223/X5KR21 #CivilAndEnvironmentalEngineering #EarthSciences #Engineering #GeophysicsAndSeismology #Directionality #ResponseSpectra #PeakFactor #SampleCovariance #Near-faultGroundMotions #Polarization