EarthArXiv @eartharxiv@qoto.org

A new chronostratigraphic anchor for the early Cambrian: Integrating δ¹³C chemostratigraphy and Bayesian astrochronology in West Gondwana (Anti-Atlas, Morocco)
https://doi.org/10.31223/X5116B #EarthSciences #EarlyCambrian #Chronostratigraphy #CarbonIsotope #BayesianAstrochronology #Cyclostratigraphy #EarezeExcursion #TrilobiteFirstOccurrence #Terreneuvian-series2Boundary #Ani-atlas #Morocco

Machine learning approaches to Landsat change detection analysis
https://doi.org/10.31223/X54Q99 #EnvironmentalHealthAndProtection #EnvironmentalIndicatorsAndImpactAssessment #EnvironmentalMonitoring #EnvironmentalSciences #NaturalResourcesAndConservation #NaturalResourcesManagementAndPolicy #OtherEnvironmentalSciences #Sustainability #Xai #Gee #Lulc #SequentialImageryStacks #Ccdc #Lstm #VirtualConstellations #ChangeAttribution #ExplainableMachineLearning #ImageComposition #Genai #GenerativeArtificalIntelligence #EarthObservation #RemoteSensing #EthicalAnalysis #Fair #Care #MachineLearning #Post-classificationComparison #Rnn #Cnn #NeuralNetwork #RandomForest #GoogleEarthEngine #LandsatHarmonization #SensorHarmonization #LandsatMachineLearning #LandsatReview #LandsatChangeDetection #LandsatTimeSeries #TimeSeries #ChangeDetection #Landsat

Spatial and temporal variations in slip rate over millions of years on an extensional fault system: implications for seismic hazard
https://doi.org/10.31223/X58F3H #TectonicsAndStructure

Global deep learning model for delineation of optically shallow and optically deep water in Sentinel-2 imagery
https://doi.org/10.31223/X5D742 #EnvironmentalIndicatorsAndImpactAssessment #EnvironmentalMonitoring #EnvironmentalSciences #NaturalResourcesAndConservation #Sustainability #WaterResourceManagement #PythonTool #EarthObservation #RemoteSensingOfEnvironment #RemoteSensing #ExplainableAi #Xai #CoastalEcosystems #CoastalRemoteSensing #RandomForest #RecursiveFeatureElimination #Sentinel-2 #SeafloorReflection #NeuralNetwork #OpticallyDeepWater #OpticallyShallowWater #DeepLearning #MachineLearning #AquaticRemoteSensing #Bathymetry

FluvDepoSet: A dataset of synthetic 3D models of fluvial deposits
https://doi.org/10.31223/X5HX8D #Geology #Geomorphology #NumericalAnalysisAndScientificComputing #Sedimentology #Stratigraphy #Subsurface #StratigraphicModeling #MeanderingRiver #LandscapeEvolutionModel #MachineLearning #SensitivityAnalysis

Reframing natural organic matter research through compositional data analysis
https://doi.org/10.31223/X51X7P #LifeSciences #Coda #Ft-icrMs #Nmr #OrbitrapMassSpectrometry #Eem #Parafac #SumConstraint #Ft-icrMs #Nmr #Eem #Parafac #SumConstraint #OrbitrapMassSpectrometry

Reframing natural organic matter research through compositional data analysis
https://doi.org/10.31223/X51X7P #LifeSciences #Coda #Ft-icrMs #Nmr #OrbitrapMassSpectrometry #Eem #Parafac #SumConstraint #Ft-icrMs #Nmr #Eem #Parafac #SumConstraint #OrbitrapMassSpectrometry

WS3: An open-source Python framework for integrated simulation and optimization of forest landscape and wood supply systems
https://doi.org/10.31223/X55R1X #ForestManagement #OperationsResearch,SystemsEngineeringAndIndustrialEngineering #ForestManagement #DecisionSupportSystems #ForestEstateModelling #Optimization #Simulation #SpatialModelling #Reproducibility #Open-sourceSoftware

Nutrition in Abrupt Sunlight Reduction Scenarios: analysis and prevention of malnutrition in low-income regions
https://doi.org/10.31223/X59F12 #Agriculture #FoodScience #LifeSciences #MedicineAndHealthSciences #PublicHealth #GlobalCatastrophicRisk #Nutrition #ExistentialRisk #ResilientFood #FoodSecurity #NuclearWinter #Low-incomeCountries

WS3: An open-source Python framework for integrated simulation and optimization of forest landscape and wood supply systems
https://doi.org/10.31223/X55R1X #ForestManagement #OperationsResearch,SystemsEngineeringAndIndustrialEngineering #ForestManagement #DecisionSupportSystems #ForestEstateModelling #Optimization #Simulation #SpatialModelling #Reproducibility #Open-sourceSoftware

Nutrition in Abrupt Sunlight Reduction Scenarios: analysis and prevention of malnutrition in low-income regions
https://doi.org/10.31223/X59F12 #Agriculture #FoodScience #LifeSciences #MedicineAndHealthSciences #PublicHealth #GlobalCatastrophicRisk #Nutrition #ExistentialRisk #ResilientFood #FoodSecurity #NuclearWinter #Low-incomeCountries

Calcareous nannofossil assemblages from El Kef (Tunisia) reveal strong regional and bathymetric controls on Northern Hemisphere recovery patterns following the Cretaceous/Paleogene (K/Pg) mass extinction
https://doi.org/10.31223/X5F74C #EarthSciences #PhysicalSciencesAndMathematics #CalcareousNannoplankton #Cretaceous/paleogene #MassExtinction #Paleoecology

Dense neural network outperforms other machine learning models for scaling-up lichen cover maps in Eastern Canada
https://doi.org/10.31223/X5JX7B #EnvironmentalSciences #NaturalResourceEconomics #NaturalResourcesManagementAndPolicy #PhysicalSciencesAndMathematics #Sustainability #Lichen #RemoteSensing #NeuralNetwork #Caribou #Cnn #CaribouManagment #Sentinel-2 #MachineLearning #Canada #Uav #Drone #LichenMapping #ScalingUp #ModelComparison #LandManagement

Variational numerical-modelling strategies for the simulation of driven free-surface waves
https://doi.org/10.31223/X5PR06 #Engineering #PhysicalSciencesAndMathematics #NumericalWaveTank #Verification #ValidationAgainstRogue-waveTankExperiments

Reconstructing Nineteenth-Century River Water Levels with Transformer-Based Computer Vision
https://doi.org/10.31223/X5TF1Q #EnvironmentalStudies #PhysicalAndEnvironmentalGeography #Hydrology #Limnology #HistoricalEcology #ComputerVision #Bavaria #19thCentury #DataRescue #WaterLevel #OpenScienceData #ArchivesOfSocieties

Global Biosphere Productivity Response to Atlantic Meridional Overturning Circulation Collapse During Heinrich Stadial 4
https://doi.org/10.31223/X5Z741 #Biogeochemistry #Climate #Triple-oxygenIsotope #Paleoclimate #IceCore #Amoc

Informing landfill emission reporting programs through remote sensing
https://doi.org/10.31223/X52X70 #EarthSciences #Landfill #Methane #Emissions #Reporting #RemoteSensing #CarbonMapper

A City Under Heat: Assessing urban heat island impacts on mortality risk from non-communicable diseases in metropolitan zones of Mexico, 2003-2019
https://doi.org/10.31223/X56N0T #PublicHealth #UrbanHeatIsland #Non-communicableDiseases #MortalityRisk #SpatialEpidemiology #Vulnerability

Toward Greater Clarity: Reanalyzing Solomon’s Depiction of the Ross Ice Shelf Atmospheric Dynamic
https://doi.org/10.31223/X5BF2R #Education #PhysicalSciencesAndMathematics #SocialAndBehavioralSciences #TheColdestMarch #CaptainScott #SouthPoleRun #RossIceShelf #TheColdestMarcH #Solomon'sSpeculations #Solomon'sMisinterpretations #YaleUniversityPressError #AcademicPublishingAccountability #ScientificMisrepresentation

Tides of change: an exploratory qualitative study on the health risks of an AMOC collapse in Europe, with a focus on Germany
https://doi.org/10.31223/X5G46D #PublicHealth #Amoc #ClimateChange #Europe #Germany #Health #HealthSystems #Preparedness #Resilience #WeatherExtremes #TippingPoints