cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18475110
title: Aluminium and Magnesium Comparison Open Science Requirement - Particle Design, Fabrication, and Measurement

description: This work follows an open-science data-sharing approach by providing the numerical output tables underlying the final FTIR spectrafigures for aluminum (Al) and magnesium (Mg) particle samples, along with the essential metadata needed for reuse. Measurements were collectedon a Thermo Fisher Nicolet 8700 FTIR using an unpolarized PIKE VeeMAX III specular reflection accessory at 30° incidence, with spectra reported inabsorbance-style units derived from reflectance. The shared materials include the spectral axis in wavenumber, the plotted ordinate, a clear statement ofconversions/corrections applied, and a documented MATLAB-based processing workflow used to generate the final plotted results. Samples consist ofrandomly oriented particles in a 2D array on a substrate. This report enables others to interpret the dataset and reproduce the reported spectra andderived peak metrics.
description: This report summarizes initial, batch-scalable production protocolsfor experimentally realizing and validating optically engineered aerosolparticle geometries motivated by prior simulation-led design efforts forMars atmospheric radiative manipulation. The emphasis is on micron-scalemetallic nanoribbons, whose resonance footprint has shown strong promisein simulation and experimental studies. We describe an end-to-end onsubstrateworkflow that uses negative-tone photolithography to definesacrificial polymer pillars with intentionally randomized in-plane ribbon orientations,followed by electron-beam evaporation to form both (i) elevatednanoribbon particles and (ii) a continuous metallic backplane that enablesreflectance-mode Fourier-transform infrared (FTIR) spectroscopy by providinga bright baseline and converting resonant scattering into a measurablereflectance reduction. An oxygen plasma undercut step is included to minimizeresist-related optical parasitics, and an optional lift-off/sonicationroute is outlined for producing free particles when required. To broadenthe experimental validation set, we additionally document exploratory fabricationof aluminum nanorings and monolayer graphene nanodisks; thesesmaller-feature, curvature-sensitive geometries motivate higher-fidelity patterningapproaches such as e-beam lithography, and highlight on-substratemeasurement as an ongoing characterization bottleneck. This workflow wascarried out in the Department of Electrical and Computer Engineering atNorthwestern University.
DOI: 10.5281/zenodo.18475111
title: Aluminium and Magnesium Comparison Open Science Requirement - Particle Design, Fabrication, and Measurement

description: This work follows an open-science data-sharing approach by providing the numerical output tables underlying the final FTIR spectrafigures for aluminum (Al) and magnesium (Mg) particle samples, along with the essential metadata needed for reuse. Measurements were collectedon a Thermo Fisher Nicolet 8700 FTIR using an unpolarized PIKE VeeMAX III specular reflection accessory at 30° incidence, with spectra reported inabsorbance-style units derived from reflectance. The shared materials include the spectral axis in wavenumber, the plotted ordinate, a clear statement ofconversions/corrections applied, and a documented MATLAB-based processing workflow used to generate the final plotted results. Samples consist ofrandomly oriented particles in a 2D array on a substrate. This report enables others to interpret the dataset and reproduce the reported spectra andderived peak metrics.
description: This report summarizes initial, batch-scalable production protocolsfor experimentally realizing and validating optically engineered aerosolparticle geometries motivated by prior simulation-led design efforts forMars atmospheric radiative manipulation. The emphasis is on micron-scalemetallic nanoribbons, whose resonance footprint has shown strong promisein simulation and experimental studies. We describe an end-to-end onsubstrateworkflow that uses negative-tone photolithography to definesacrificial polymer pillars with intentionally randomized in-plane ribbon orientations,followed by electron-beam evaporation to form both (i) elevatednanoribbon particles and (ii) a continuous metallic backplane that enablesreflectance-mode Fourier-transform infrared (FTIR) spectroscopy by providinga bright baseline and converting resonant scattering into a measurablereflectance reduction. An oxygen plasma undercut step is included to minimizeresist-related optical parasitics, and an optional lift-off/sonicationroute is outlined for producing free particles when required. To broadenthe experimental validation set, we additionally document exploratory fabricationof aluminum nanorings and monolayer graphene nanodisks; thesesmaller-feature, curvature-sensitive geometries motivate higher-fidelity patterningapproaches such as e-beam lithography, and highlight on-substratemeasurement as an ongoing characterization bottleneck. This workflow wascarried out in the Department of Electrical and Computer Engineering atNorthwestern University.
DOI: 10.57761/833k-9d56
title: USGS Water Levels

description: Joseph Janssen
janssenj@stanford.edu
description: This dataset was downloaded through the R dataRetrieval USGS library. Code for downloading and processing this data can be found here: [https://github.com/HydroML/digitalWatershed.](<https://github.com/HydroML/digitalWatershed>)



Although some of the observations found in this dataset can also be found in the CASGEM well dataset, most of the wells are unique. It is unclear why some wells appear in both datasets while others only appear in one.
DOI: 10.34740/kaggle/dsv/14723459
title: Berita UNDIP
DOI: 10.5281/zenodo.18475181
title: IODP Expedition 334 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18475182
title: IODP Expedition 334 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18475195
title: A Conceptual Framework for AI-Driven Autonomous Navigation and Debris Avoidance in Interplanetary Space Missions: Integrating CR3BP Dynamics, Stochastic Modeling, Bayesian Inference, and Physics-Informed Neural Networks

description: This conceptual paper presents a framework for interplanetary spacecraft navigation and debris avoidance, integrating Circular Restricted Three-Body Problem (CR3BP) dynamics with invariant manifolds, stochastic differential equations (SDEs) for perturbation modeling, global sensitivity analysis through Sobol indices, and Hamiltonian-preserving physics-informed neural networks (H-PINNs) with Proximal Policy Optimization (PPO) augmented by entropy regularization and recurrent neural networks (RNN/LSTM) for delayed Markov Decision Processes (MDPs) and interpretable decision-making. It includes Unscented Kalman Filters (UKF) with algorithmic details and Mars-specific applications, Approximate Bayesian Computation (ABC), multi-agent collision avoidance using B-plane parameters with collision probability gradients and game-theoretic coordination, solar radiation pressure modeling, structural uncertainty quantification distinguishing aleatoric and epistemic types using Gaussian Processes (GP) for discrepancy, and Fokker-Planck equations for probability evolution. Applications are tailored to Mars missions, including entry navigation with stochastic atmospheric density modeling, rover autonomy, and sample return; lunar missions with PINNs for trajectory prediction, thermal management with radiative heat transfer constraints, and low-thrust propulsion in CR3BP; asteroid missions for exploration and mining; and deep space missions such as asteroid exploration and outer planet probes. Validation uses NASA SPICE kernels integrated with CR3BP coordinate transformations, 10,000-run Monte Carlo simulations, Pareto optimality for trade-offs in Delta-v, arrival time, and collision risks, ensuring compliance with COSPAR planetary protection guidelines for Mars special regions. The framework is supported by mathematical derivations, including PINN loss functions for CR3BP with symplectic integration, non-spherical harmonics (J2/J3), Poincaré maps for stability, convergence proofs for PINNs under SDE noise, reproducible Python simulations, quantitative statistics, Popperian falsifiability criteria, computational complexity analysis for onboard RAD750 processors, Lyapunov stability for neural controllers, quantization error analysis in fixed-point arithmetic, Fisher information matrix for sensor sensitivity, stress testing for sensor failures, Yarkovsky effect on debris, and debris modeling as stochastic fluid.
DOI: 10.34740/kaggle/dsv/14723478
title: Berita UNNES
DOI: 10.5281/zenodo.18460664
title: Extracting complete resonance characteristics from the phase of physical signals - Data and figures

description: This repository contains the data used in the article "Extracting complete resonance characteristics from the phase of physical signals", as well as the figures.



data folder



gratings_Magnusson.csv: dataframe corresponding to the grating exhibiting a Gires-Tournois effect. The column "lbd" corresponds to the wavelength in nm, while the columns "Re" and "Im" are the real and imaginary parts of the zeroth reflection coefficient.

Smatrix__1port__Fabry_Perot.mat: S-parameters of the 1D Fabry-Perot cavity in the RF regime. The reflection coefficient S11 is used in the article.



figures folder: all the figures from the article.
DOI: 10.5281/zenodo.18475205
title: IODP Expedition 335 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18460663
title: Extracting complete resonance characteristics from the phase of physical signals - Data and figures

description: This repository contains the data used in the article "Extracting complete resonance characteristics from the phase of physical signals", as well as the figures.



data folder



gratings_Magnusson.csv: dataframe corresponding to the grating exhibiting a Gires-Tournois effect. The column "lbd" corresponds to the wavelength in nm, while the columns "Re" and "Im" are the real and imaginary parts of the zeroth reflection coefficient.

Smatrix__1port__Fabry_Perot.mat: S-parameters of the 1D Fabry-Perot cavity in the RF regime. The reflection coefficient S11 is used in the article.



figures folder: all the figures from the article.
DOI: 10.5281/zenodo.18475204
title: IODP Expedition 335 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18475161
title: Brian Terlaje (LiDAR) May 27 2025

description: This orthomosaic of Yona, Guam was created from 60 images taken on May 27 2025, at 200ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.21227/35xy-0x40
title: "Dataset for ThermiQuant\u2122 VitroMini: A Compact Dual-Sided Heater\u2013Imager Platform for Quantitative Colorimetric Isothermal Nucleic"

description: "Objective: Maintaining precise isothermal conditions in portable nucleic acid amplification tests (NAATs) is critical for reproducible results but remains challenging with conventional single-sided thin-film heaters, which exhibit temperature gradients and strong dependence on ambient conditions. To close this gap, we engineered ThermiQuant\u2122 VitroMini, a dual-sided heater design that achieves volumetric-level temperature uniformity using thin-film heaters while preserving optical transparency for real-time colorimetric loop-mediated isothermal amplification (LAMP) analysis on microfluidic paper-based analytical devices (\u00b5PADs). Methods: The device integrates two independently regulated indium tin oxide (ITO) heaters (8 \u03a9 each) controlled by independent  proportional\u2013integral\u2013derivative (PID) algorithms. Heaters were evaluated under controlled ambient environments of 4 \u00b0C (refrigerated), 23 \u00b0C (room temperature), and 50 \u00b0C (oven). Analytical tests were performed using a colorimetric LAMP assay targeting the SARS-CoV-2 orf7ab gene on \u00b5PADs preloaded with dried LAMP reagents, with time-lapse images (30 seconds interval) analyzed via Amplimetrics\u2122 software. Results: VitroMini maintained 65 \u00b1 0.5 \u00b0C across 4 to 50 \u00b0C ambient conditions and achieved a limit of detection of 50 copies\/reaction (6.7 copies\/\u00b5L), with quantification times (Tq) linearly correlated with log10 DNA concentration. Conclusion: Dual-sided heating eliminated temperature bias, condensation artifacts, and ambient-dependent variability while preserving optical transparency for real-time LAMP quantification. Significance: ThermiQuant\u2122 VitroMini bridges the gap between benchtop volumetric heaters and portable diagnostic devices, offering a compact, low-power, and field-deployable platform for decentralized molecular diagnostics and One Health applications.  "
DOI: 10.34740/kaggle/dsv/14723501
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7284/133148
title: Gravimeter data collected during research cruise SR1713 using a Bell BGM-3 instrument system onboard the platform RV Sally Ride

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.18475215
title: Denise Selk (LiDAR) June 11 2025

description: This orthomosaic of Inalåhan, Guam was created from 114 images taken on June 11 2025, at 150ft AGL, with a DJI Matrice 350 . The mission was planned using the DJI Pilot application and post-processed using DJI Terra.

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization. All drone imagery was obtained in accordance with FAA guidelines and applicable local laws, with all necessary authorizations secured to ensure safe and legal operation.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.6073/pasta/2343e96d1cfcff1a5a11fb51f5d1052b
title: Weight, sex, age, beam diameter, antler points and teat length for harvested deer from 1984-2025 in Black Rock Forest, Cornwall, NY.

description: Data from white-tailed deer harvested within Black Rock Forest, Cornwall, New York are collected annually. Trained staff measure mass, antler beam diameter, and teat length (since 2010), estimate age via dentition, count antler points, and assess sex on all field-dressed deer. Heart girth, measured as chest circumference, was recorded from 1984 to 1998.
DOI: 10.5281/zenodo.18351784
title: The Impact of Social Marketing Practices in Promoting Digital Etiquette A Descriptive and Analytical Study on a Sample of Fallujah University Students
DOI: 10.5281/zenodo.18475239
title: The Impact of Social Marketing Practices in Promoting Digital Etiquette A Descriptive and Analytical Study on a Sample of Fallujah University Students
DOI: 10.25345/c5tb0z82j
title: MassIVE MSV000100702 - A pathogenic AMPA receptor gating mutation disrupts synapse mitochondrion axis and stalls synapse maturation
title: AMPA receptors (AMPARs) are central regulators of excitatory synaptic transmission and play critical roles in activity dependent synapse maturation and circuit development. De novo missense mutations in AMPAR subunits have been widely linked to neurodevelopmental disorders (NDDs). Despite this, how these variants lead to neuronal dysfunction remain poorly understood. Here, we investigate the consequences of a recurrent pathogenic mutation in the GluA1 subunit (GRIA1 p.A636T), which alters AMPAR gating properties and is associated with autism spectrum disorder and intellectual disability. We developed a GluA1A636T knockin mouse model, we show that GluA1A636T mice exhibit impairments in hippocampal dependent learning and working memory accompanied by reduced baseline activity of CA1 neurons in vivo. Mass spectrometry based quantitative proteomic analyses of juvenile and adult hippocampal samples revealed that the A636T mutation significantly alters synaptic protein expression at both ages. Notably, the mutation drives a robust upregulation of mitochondrial proteins specifically in adult mice. Consistent with this, dendritic mitochondria in adult GluA1A636T mice exhibited altered morphology and increased oxidative stress. Electrophysiological analyses further revealed abnormalities in synaptic function, including reduced basal excitatory transmission, persistence of functionally silent synapses in adulthood, and altered synaptic plasticity consistent with impaired synapse maturation. Together, these findings demonstrate that a pathogenic AMPAR gating mutation disrupts the coordinated development of synaptic and metabolic programs in the hippocampus, linking altered excitatory signaling to delayed mitochondrial stress and enduring circuit dysfunction. Our study provides a developmental framework for understanding how disease associated AMPAR variants impair brain function and highlights synapse mitochondria coupling as a critical axis in glutamate receptor ionotropic (GRI) disorders.
DOI: 10.18738/t8/et7twe
title: NMR data for beta alanine 13C/12C analysis by 1H NMR

description: NMR data for beta alanine 13C/12C analysis by 1H NMR
DOI: 10.25345/c5pk07f85
title: MassIVE MSV000100703 - Reliable Identification of Cardiac Maturation Markers Using Robust and Flexible Label-Free Proteomic Quantitation by Spectral Counting of Relatively Abundant Proteins
title: proteomes of the Human Embryonic Kidney (HEK) cells, the human induced pluripotent stem cells (hiPSCs), and the human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs).
DOI: 10.5281/zenodo.18473115
title: Oil droplet size distribution entrained by random waves

description: The uploaded files contain the complete dataset from a series of laboratory experiments conducted to investigate the droplet size distribution under random breaking waves. In these experiments, three oil types, Troll B, Oseberg Blend, and Grane, were continuously released to form a surface slick. A random wave field was generated to replicate open-ocean conditions, using a JONSWAP spectrum combined with superimposed high-frequency sinusoidal waves representing swell. Each experiment repeated five times to account for experimental uncertaainties. NetCDF files contain the droplets information such as diameter and type (oil, bubble, bubbles covered with oil etc.). Three ADV files with the .dat extension correspond to three repeated measurements of single-point velocity. In addition, time series records from the wave gauges are included as .txt files.