EarthArXiv @eartharxiv@qoto.org

Quantifying greenspace using deep learning in Karachi, Pakistan
https://doi.org/10.31223/X5ZM22 #EnvironmentalPublicHealth #OtherComputerSciences #Greenspace #DeepLearning #SatelliteImagery

Assessing the relative importance of methane super-emitters and diffuse area sources in quantifying total emissions for oil and gas production areas in Algeria
https://doi.org/10.31223/X5396Q #PhysicalSciencesAndMathematics #Methane #OilAndGas #Emissions #ClimateChange #Super-emitters #Algeria

Pb diffusion in magnetite: dating magnetite crystallization and the timing of remanent magnetization in banded iron formation
https://doi.org/10.31223/X5Q37M #PhysicalSciencesAndMathematics #Magnetite #PbDiffusion #BandedIronFormation(bif) #RemanentMagnetization #ClosureTemperature #OpeningTemperature #U-pbGeochronology

Water discharge and sediment flux intermittency in the fluvial Escanilla Formation, Spain: Implications for changes in stratigraphic architecture
https://doi.org/10.31223/X57378 #EarthSciences #PhysicalSciencesAndMathematics #MiddleEoceneEscanillaFormation #Paleohydraulics #Intermittency #MiddleEocene #EscanillaFormation #Paleohydraulics #Intermittency

Deep Learning Models Filter Out Local Errors in Hydrological Data
https://doi.org/10.31223/X5BT15 #PhysicalSciencesAndMathematics #TransferLearning #Hydrology #Streamflow #DeepLearning #Lstm

Glacial Isostatic Adjustment modelling of the mid-Holocene sea-level highstand of Singapore and Southeast Asia
https://doi.org/10.31223/X5R37X #EarthSciences #Mid-holoceneHighstand;GlacialIsostaticAdjustment;SoutheastAsia;Sensitivity;TreasureMap;Preservation.

Does Productive Safety Net Program Enhance Livelihoods? Insights from Vulnerable Households in Wolaita Zone, Ethiopia
https://doi.org/10.31223/X5VT0F #Agriculture #Livelihood #TreatmentEffectsModel #ProductiveSafetyNetProgram #Impact #Ethiopia

Tectonic-metamorpic evolution of the Cretaceous Kluane Schist, southwest Yukon
https://doi.org/10.31223/X50M3R #PhysicalSciencesAndMathematics #BuchanMetamorphism #PhaseEquilibriaModelling #NorthAmericanCordillera #MetamorphicFieldGradient #InsularTerraneAccretion #WaterActivity

State-Level Multidimensional Agricultural Drought Susceptibility and Risk Assessment for Agriculturally Prominent Areas
https://doi.org/10.31223/X5495N #Education #AgriculturalDroughtVulnerability #RiskAssessment #AgriculturalSusceptibility #DroughtExposure

Development and validation of an Alaskan coupled storm surge, tide, wind wave, and sea ice forecasting system
https://doi.org/10.31223/X5837K #CivilAndEnvironmentalEngineering #StormSurge #SeaIce #WindWave #ForecastingSystem #Tide

Ferric iron in magmatic clinopyroxene, Part I: re-evaluating stoichiometric estimates of iron valence with implications for clinopyroxene componentry
https://doi.org/10.31223/X5CT03 #Geochemistry #Clinopyroxene #FerricIron #Stoichiometry #OxygenFugacity

Applying Machine Learning to Characterize and Transport the Relationship Between Seismic Structure and Surface Heat Flux
https://doi.org/10.31223/X5HM21 #GeophysicsAndSeismology #Glaciology #HeatFlow #SeismicTomography #MachineLearning #HeatGenerationAndTransport #Glaciology #Antarctica

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

Ferric iron in magmatic clinopyroxene, Part II: iron valence systematics in clinopyroxene crystals from ocean island basalts with implications for oxybarometry
https://doi.org/10.31223/X5N959 #Geochemistry #Clinopyroxene #FerricIron #OceanIslandBasalt #OxygenFugacity

Geochemistry, classification characteristics and mineralization potential of Pegmatites from Oke Ode, Kwara-State, Northeastern, Nigeria: implications for provenance and weathering history
https://doi.org/10.31223/X5S09Z #PhysicalSciencesAndMathematics

Automated finding, segmenting, and measuring of grains in images of fluvial sediments – the potential of transfer learning in deep neural networks
https://doi.org/10.31223/X51H31 #EarthSciences #PhysicalSciencesAndMathematics #GrainSize #ImageSegmentation #MachineLearning #NeuralNetwork #FluvialGravel #SedimentAnalysis

Innovating and networking global geochemical data resources through OneGeochemistry
https://doi.org/10.31223/X5595Z #Biogeochemistry #Cosmochemistry #DatabasesAndInformationSystems #Geochemistry #Geology #PlanetaryBiogeochemistry #PlanetaryGeochemistry #PlanetaryGeology #Volcanology #Geochemistry #Data #Standardisation #Modelling #Vision #Cosmochemistry

Flood Sequence Mapping with Multimodal Remote Sensing Under the Influence of Dense Vegetation: Mississippi River Case Study
https://doi.org/10.31223/X5909M #CivilAndEnvironmentalEngineering #CivilEngineering #HydraulicEngineering #MultimodalRemoteSensing #FloodMapping #Quantile-basedCorrection #Geo-topoAnalysis

Physical vulnerability curve construction and quantitative risk assessment of a typhoon-triggered debris flow via numerical simulation: A case study of Zhejiang Province, SE China
https://doi.org/10.31223/X5DT1S #EarthSciences #Typhoon-triggeredDebrisFlow;PhysicalVulnerabilityCurve;NumericalSimulation;QuantitativeRiskAssessment

Physical vulnerability curve construction and quantitative risk assessment of a typhoon-triggered debris flow via numerical simulation: A case study of Zhejiang Province, SE China
https://doi.org/10.31223/X5DT1S #EarthSciences #Typhoon-triggeredDebrisFlow;PhysicalVulnerabilityCurve;NumericalSimulation;QuantitativeRiskAssessment