cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18474985
title: IODP Expedition 321 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: 10.25934/pr00012488.0
title: Available datapackage for study 'Implementation of COVID-19 Testing Strategies in Community Health Centers'

description: This project is part of a competitive revision to accelerate COVID-19 testing in underserved populations. The overall aim is to implement strategies to expand COVID testing in hotspot communities in MA, through 6 community health center (CHC)-community partnerships. A base strategy will be implemented at all sites. A tailored strategy unique to local populations will be added and tested in a stepped wedge design.
DOI: 10.6073/pasta/fd64cb00d28de175c94aeb69db4603dd
title: Hourly water chemistry measurements at the mouth of West Falmouth Harbor, MA, USA from 2005 to 2019 and 2023

description: West Falmouth Harbor (West Falmouth, MA, USA) has been experiencing a dramatic increase in nitrogen loading from an upgradient municipal wastewater treatment facility since the early 2000s. As part of a long-term study into the effects of this nitrogen enrichment, we have been measuring water chemistry at the mouth of the harbor to calculate exchange between the harbor and adjacent coastal waters of Buzzards Bay. Water samples were taken hourly over 24- to 48-hour periods during several periods in 2005-2009, 2014, 2017, 2019, and 2023. Data from 2005-2009 were collected year-round; samples from 2014 and later were collected during June through August. Samples were processed for ammonium, phosphate, nitrate + nitrite, total nitrogen, and total phosphorus unless otherwise notated. During some sampling years, additional samples were run for silicate, chlorophyll, total dissolved nitrogen, total dissolved phosphorus, dissolved organic carbon, particulate organic carbon, and particulate organic nitrogen. Salinity is reported for all samples. Samples were collected with an ISCO autosampler and stored on ice until analysis. Full analysis details and quality control methods are available in Hayn et al. 2014 (doi: 10.1007/s12237-013-9699-8) and Hayn 2025 (doi: 10.7298/btm6-ba76).
DOI: 10.5281/zenodo.18474667
title: SuperDARN data in netCDF format (2011-Jan)

description: 2011-Jan SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6537706
title: SuperDARN data in netCDF format (2011-Jan)

description: 2011-Jan SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.18391600
title: Oran displacement time series
DOI: 10.6084/m9.figshare.31244934
title: Drought impacts on photosynthesis and thermoprotective mechanisms in tropical hardwood seedlings

description: Global demand for tropical hardwood is increasing, necessitating a deeper understanding of species-specific resilience to climate stressors. While drought impacts on tree physiology are well-documented, the interplay and potential trade-offs between key thermoprotective mechanisms, stomatal regulation via abscisic acid (ABA) and biochemical protection via isoprenoid emissions, remain poorly understood, especially in tropical hardwoods. We conducted a leaf-gas exchange and chlorophyll fluorescence experiment with seedlings of <i>Astronium fraxinifolium</i> (Anacardiaceae), <i>Cariniana legalis</i> (Lecythidaceae), and <i>Handroanthus serratifolius</i> (Bignoneaceae), grown under well-watered and water-stress conditions in a Atlantic rainforest located in the region of southern Bahia (Brazil). All species showed reduced net CO<sub>2</sub> assimilation and stomatal conductance under drought. However, only <i>H. serratifolius</i> accumulated significant ABA, correlating with severe photosynthetic decline and poor recovery. In contrast, <i>A. fraxinifolium</i> maintained isoprene emissions independent of photosynthesis, indicating a costly but effective non-stomatal protection strategy. <i>C. legalis</i> showed an intermediate response with low ABA and moderate isoprene emissions. These findings highlight a trade-off: reliance on ABA-mediated stomatal closure conserves water but limits carbon gain and recovery, while sustained isoprenoid investment may enhance drought resilience. This insight into species-specific strategies aids in selecting trees for reforestation amid increasing climate change.
DOI: 10.6084/m9.figshare.31244934.v1
title: Drought impacts on photosynthesis and thermoprotective mechanisms in tropical hardwood seedlings

description: Global demand for tropical hardwood is increasing, necessitating a deeper understanding of species-specific resilience to climate stressors. While drought impacts on tree physiology are well-documented, the interplay and potential trade-offs between key thermoprotective mechanisms, stomatal regulation via abscisic acid (ABA) and biochemical protection via isoprenoid emissions, remain poorly understood, especially in tropical hardwoods. We conducted a leaf-gas exchange and chlorophyll fluorescence experiment with seedlings of <i>Astronium fraxinifolium</i> (Anacardiaceae), <i>Cariniana legalis</i> (Lecythidaceae), and <i>Handroanthus serratifolius</i> (Bignoneaceae), grown under well-watered and water-stress conditions in a Atlantic rainforest located in the region of southern Bahia (Brazil). All species showed reduced net CO<sub>2</sub> assimilation and stomatal conductance under drought. However, only <i>H. serratifolius</i> accumulated significant ABA, correlating with severe photosynthetic decline and poor recovery. In contrast, <i>A. fraxinifolium</i> maintained isoprene emissions independent of photosynthesis, indicating a costly but effective non-stomatal protection strategy. <i>C. legalis</i> showed an intermediate response with low ABA and moderate isoprene emissions. These findings highlight a trade-off: reliance on ABA-mediated stomatal closure conserves water but limits carbon gain and recovery, while sustained isoprenoid investment may enhance drought resilience. This insight into species-specific strategies aids in selecting trees for reforestation amid increasing climate change.
DOI: 10.57783/1tvm-qr36
title: New Jersey HCUP
DOI: 10.25934/pr00012600.0
title: Available datapackage for study 'The Cherokee Nation Community-Driven Program for Testing and Contact Tracing (Cherokee PROTECT)'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.34740/kaggle/dsv/14723334
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18475050
title: IODP Expedition 323 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.18475049
title: IODP Expedition 323 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: 10.6084/m9.figshare.31244953
title: TEM-EDS spectra data

description: TEM-EDS spectra data for manuscript of “Zeng et al. 2026 Impact-driven Cr-Fe-O vaporization and deposition on the Moon”
DOI: 10.6084/m9.figshare.31244953.v1
title: TEM-EDS spectra data

description: TEM-EDS spectra data for manuscript of “Zeng et al. 2026 Impact-driven Cr-Fe-O vaporization and deposition on the Moon”
DOI: 10.34740/kaggle/dsv/14723355
title: Berita UII
DOI: 10.34740/kaggle/dsv/14723358
title: Dataset jadwal event lariku.info
DOI: 10.5281/zenodo.18450455
title: Deformation of Hydrous δ-AlOOH and δ-H as a Potential Source of Intra-Slab Seismic Anisotropy in the Mid-Mantle

description:   The dataset includes in situ and recovered-sample data from deformation experiments on δ-AlOOH and δ-H aggregates. It includes electron backscatter diffraction (EBSD) mapping files (.cpr and .crc) and transmission two-dimensional X-ray diffraction (2D-XRD) patterns collected at BL04B1 beamline of synchrotron facility of SPring-8, Hyogo, Japan.
DOI: 10.5281/zenodo.18450456
title: Deformation of Hydrous δ-AlOOH and δ-H as a Potential Source of Intra-Slab Seismic Anisotropy in the Mid-Mantle

description:   The dataset includes in situ and recovered-sample data from deformation experiments on δ-AlOOH and δ-H aggregates. It includes electron backscatter diffraction (EBSD) mapping files (.cpr and .crc) and transmission two-dimensional X-ray diffraction (2D-XRD) patterns collected at BL04B1 beamline of synchrotron facility of SPring-8, Hyogo, Japan.
DOI: 10.5281/zenodo.18462142
title: Data Analysis Results for: Solar Neutrino Probes of Light New Physics: Updated Limits from LUX-ZEPLIN Experiment

description: This dataset contains the numerical analysis results and source data files (in ASCII .txt format) associated with the research paper titled "Solar Neutrino Probes of Light New Physics: Updated Limits from LUX-ZEPLIN Experiment".

The data specifically covers the exclusion limits (90% C.L.) derived from the latest LUX-ZEPLIN (LZ) electron recoil (ER) datasets via elastic neutrino-electron scattering. The analysis results included in this repository pertain to:





Universal light mediator models: Constraints for scalar, vector, and tensor interactions consistent with Lorentz invariance.




Anomaly-free leptophilic U(1)′ gauge extensions: Results for models featuring new vector mediators associated with Le−Lμ, Le−Lτ, Lμ−Lτ, and Le+2Lμ+2Lτ symmetries.



Data Format: The provided files are in plain text (ASCII .txt) format. Each file represents the 90% Confidence Level (C.L.) upper limit curve for a specific model. The data is organized in columns:





Column 1: Mediator Mass (mϕ, mZ′, or mT) in MeV.




Column 2: Coupling Constant (gϕ, gZ′, or gT).



Software & Visualization: To ensure reproducibility, this repository includes an interactive Jupyter Notebook(plot_limits.ipynb) used to generate the exclusion limit plots presented in the manuscript.





File: plot_limits.ipynb




Function: Automatically reads the provided .txt data files (upper_limits_90CL_...) and generates high-quality PDF plots comparing the results from the 2022 and 2024 LZ datasets.




Requirements: Python 3, Jupyter Notebook (or JupyterLab), matplotlib, numpy.




Usage: Simply place the notebook in the same directory as the data files, open it, and run all cells.
DOI: 10.5281/zenodo.18462143
title: Data Analysis Results for: Solar Neutrino Probes of Light New Physics: Updated Limits from LUX-ZEPLIN Experiment

description: This dataset contains the numerical analysis results and source data files (in ASCII .txt format) associated with the research paper titled "Solar Neutrino Probes of Light New Physics: Updated Limits from LUX-ZEPLIN Experiment".

The data specifically covers the exclusion limits (90% C.L.) derived from the latest LUX-ZEPLIN (LZ) electron recoil (ER) datasets via elastic neutrino-electron scattering. The analysis results included in this repository pertain to:





Universal light mediator models: Constraints for scalar, vector, and tensor interactions consistent with Lorentz invariance.




Anomaly-free leptophilic U(1)′ gauge extensions: Results for models featuring new vector mediators associated with Le−Lμ, Le−Lτ, Lμ−Lτ, and Le+2Lμ+2Lτ symmetries.



Data Format: The provided files are in plain text (ASCII .txt) format. Each file represents the 90% Confidence Level (C.L.) upper limit curve for a specific model. The data is organized in columns:





Column 1: Mediator Mass (mϕ, mZ′, or mT) in MeV.




Column 2: Coupling Constant (gϕ, gZ′, or gT).



Software & Visualization: To ensure reproducibility, this repository includes an interactive Jupyter Notebook(plot_limits.ipynb) used to generate the exclusion limit plots presented in the manuscript.





File: plot_limits.ipynb




Function: Automatically reads the provided .txt data files (upper_limits_90CL_...) and generates high-quality PDF plots comparing the results from the 2022 and 2024 LZ datasets.




Requirements: Python 3, Jupyter Notebook (or JupyterLab), matplotlib, numpy.




Usage: Simply place the notebook in the same directory as the data files, open it, and run all cells.
DOI: 10.5281/zenodo.18475066
title: IODP Expedition 324 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.18475065
title: IODP Expedition 324 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.18154567
title: Mathematical Representation of Mathematical Phenomena Based on the Unified Dual Magnetic Current Model
DOI: 10.17909/v28p-z130
title: TESS Dataset
DOI: 10.5281/zenodo.18475078
title: Macroeconomic effects on the relationship between working capital and firm performance
DOI: 10.5281/zenodo.18475079
title: Macroeconomic effects on the relationship between working capital and firm performance
DOI: 10.5281/zenodo.18142171
title: Unified dual Magnetic currents deciphering mathematical conjectures validating physico mathematical phenomena
DOI: 10.5281/zenodo.18142170
title: Unified dual Magnetic currents deciphering mathematical conjectures validating physico mathematical phenomena
DOI: 10.5683/sp3/rapf46
title: Replication Data for: Preliminary identification of cognitive phenotypes in temporal lobe epilepsy and genetic generalized epilepsy using robotic assessment

description: This dataset was collected using Kinarm Robotic Assessment for the purpose of measuring cognitive function of people with epilepsy. This dataset includes participants with Temporal Lobe Epilepsy, and Genetic Generalized Epilepsy. Excluded groups include participants with bilateral temporal lobe epilepsy, juvenile absence epilepsy, childhood absence epilepsy, neurodegenerative disease comorbidity, (ex. dementia, stroke, etc...), significant intellectual disability, inability to speak and understand English, and/or brain surgery. Age range included is 18 to 65 years old. This study was supported by Queen’s University Faculty of Health Sciences and the PSI Foundation.
description: Kinarm
description: Addition of article citation
DOI: 10.25934/pr00012601.0
title: Available datapackage for study 'COVID-19: Implementing Community-Based Approaches to Increase SARS-CoV-2 Testing Among an Underserved and Vulnerable Hispanic Population'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5281/zenodo.18475011
title: GEOS-GSI GridComp TROPICS assimilation configuration archive

description: This archive contains the GEOS-GSI GridComp configuration and supporting files used for the TROPICS assimilation experiment described in the associated manuscript. It is provided to support transparency and reproducibility of the experiment setup.
DOI: 10.5281/zenodo.18475010
title: GEOS-GSI GridComp TROPICS assimilation configuration archive

description: This archive contains the GEOS-GSI GridComp configuration and supporting files used for the TROPICS assimilation experiment described in the associated manuscript. It is provided to support transparency and reproducibility of the experiment setup.
DOI: 10.5281/zenodo.18226533
title: List of National Nature Reserves in China

description: This dataset is a manually translated English version of the original Chinese shapefile and tabular data representing all National Nature Reserves (NNRs) in China. The original data includes names of the reserves, spatial attributes, and key ecological information. 

This dataset was prepared to support academic transparency and accessibility in international publications.
DOI: 10.5281/zenodo.18226534
title: List of National Nature Reserves in China

description: This dataset is a manually translated English version of the original Chinese shapefile and tabular data representing all National Nature Reserves (NNRs) in China. The original data includes names of the reserves, spatial attributes, and key ecological information. 

This dataset was prepared to support academic transparency and accessibility in international publications.
DOI: 10.5281/zenodo.17217593
title: Supplemental Materials: How Can Collaborative Work Shape the Evolution of a Project Management Teaching Tool?
DOI: 10.5281/zenodo.17217594
title: Supplemental Materials: How Can Collaborative Work Shape the Evolution of a Project Management Teaching Tool?
DOI: 10.5281/zenodo.18475012
title: Dataset for "Ultrathin amorphous p-type tellurium oxide films enabled by cryogenic deposition"

description: This dataset is for the paper "Ultrathin amorphous p-type tellurium oxide films enabled by cryogenic deposition" that will be published.
DOI: 10.5281/zenodo.18475013
title: Dataset for "Ultrathin amorphous p-type tellurium oxide films enabled by cryogenic deposition"

description: This dataset is for the paper "Ultrathin amorphous p-type tellurium oxide films enabled by cryogenic deposition" that will be published.
DOI: 10.5281/zenodo.18475088
title: IODP Expedition 327 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.18475089
title: IODP Expedition 327 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: 10.6084/m9.figshare.31244884
title: misteli_optoloop_FigS4C

description: Figure S4C data
DOI: 10.6084/m9.figshare.31244884.v1
title: misteli_optoloop_FigS4C

description: Figure S4C data