cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2qs04p
title: CCDC 2525512: Experimental Crystal Structure Determination

description: Related Article: Gang Chen|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qs05q
title: CCDC 2525513: Experimental Crystal Structure Determination

description: Related Article: Gang Chen|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.29320697
title: Dataset for: Photo-based individual identification is more reliable than visible implant elastomer tags or toe tipping in young agile frogs

description: ID_dataset_VIE_toeclip_photo: comma-separated text file containing individual-identification data from each checking event, as well as the originally applied marking codes for each individual. "Age" indicates the number of days after egg collection.ID_based_on_metamorph_photos: comma-separated text file containing individual-identification results based on the comparison photos captured at the start of metamorphosis vs. photos captured c.a. two-three months later. The quality of images featuring metamorphs is indicated as well. "Age" indicates the number of days after egg collection.HotSpotter_results: comma-separated text file containing individual-identification results by HotSpotter (software performance and observer performance).HotSpotter_matching_images: screen shots of the query results of matching image pairs in HotSpotter. The "exclude" folder contains those individuals on which VIE was detectable to some extent on at least one of the two images. Note that when showing images for comparison, HotSpotter displays the best match as rank=0 instead of rank=1.
DOI: 10.6084/m9.figshare.29320697.v1
title: Dataset for: Photo-based individual identification is more reliable than visible implant elastomer tags or toe tipping in young agile frogs

description: ID_dataset_VIE_toeclip_photo: comma-separated text file containing individual-identification data from each checking event, as well as the originally applied marking codes for each individual. "Age" indicates the number of days after egg collection.ID_based_on_metamorph_photos: comma-separated text file containing individual-identification results based on the comparison photos captured at the start of metamorphosis vs. photos captured c.a. two-three months later. The quality of images featuring metamorphs is indicated as well. "Age" indicates the number of days after egg collection.HotSpotter_results: comma-separated text file containing individual-identification results by HotSpotter (software performance and observer performance).HotSpotter_matching_images: screen shots of the query results of matching image pairs in HotSpotter. The "exclude" folder contains those individuals on which VIE was detectable to some extent on at least one of the two images. Note that when showing images for comparison, HotSpotter displays the best match as rank=0 instead of rank=1.
DOI: 10.5281/zenodo.18616596
title: Data and Sample code for Decoupling of Hydrometeorological Responses to Atmospheric Rivers in Semi-Arid, Topographically Complex Basins: A Case Study of the Yellow River

description: Precipitation Event Data (Shapefiles)EPEs_Final_Data_PathCenter3_.shp: Geographic data for Extreme Precipitation Events (EPEs) in the YRB. Files with suffixes like `_total`, `_peak`, and `_depth` represent the total volume, maximum intensity, and average precipitation depth of each event, respectively .`EPEs_Final_Data_PathCenter3_D01` to `D08`: Sub-regional datasets for the eight major sections of the Yellow River Basin (e.g., UL, LL, LH, IA, HL, LS, SH, DH).

Hydrological and Association Data (CSV Files)FloodEvents2.csv: A comprehensive inventory of identified flood events, including peak discharge and duration.MatchedFloodARs_with_organized_ARs.csv: Database linking specific flood events to their corresponding Atmospheric River occurrences.rivid_discharge_data4.csv: Daily discharge time series and reconstructed runoff sequences for the study period.ARs_Precip_Track_Intersect_Matches_50km_Buffer.csv: Spatial intersection data between AR moisture corridors and precipitation tracks, used to evaluate moisture-to-runoff conversion.ClimateIndicator.csv: Interdecadal climate indices used to analyze the influence of thermodynamic warming on AR intensity.

Geospatial and Code Resourcesaccurate_hachures.gpkg: GeoPackage containing topographic features and mountain range alignments (e.g., Qinling, Taihang) used for terrain-based comparative analysis.SampleCode.zip: Python scripts for AR tracking, Hausdorff distance-based precipitation matching, and Copula-based multivariate statistical modeling.
DOI: 10.5281/zenodo.18616597
title: Data and Sample code for Decoupling of Hydrometeorological Responses to Atmospheric Rivers in Semi-Arid, Topographically Complex Basins: A Case Study of the Yellow River

description: Precipitation Event Data (Shapefiles)EPEs_Final_Data_PathCenter3_.shp: Geographic data for Extreme Precipitation Events (EPEs) in the YRB. Files with suffixes like `_total`, `_peak`, and `_depth` represent the total volume, maximum intensity, and average precipitation depth of each event, respectively .`EPEs_Final_Data_PathCenter3_D01` to `D08`: Sub-regional datasets for the eight major sections of the Yellow River Basin (e.g., UL, LL, LH, IA, HL, LS, SH, DH).

Hydrological and Association Data (CSV Files)FloodEvents2.csv: A comprehensive inventory of identified flood events, including peak discharge and duration.MatchedFloodARs_with_organized_ARs.csv: Database linking specific flood events to their corresponding Atmospheric River occurrences.rivid_discharge_data4.csv: Daily discharge time series and reconstructed runoff sequences for the study period.ARs_Precip_Track_Intersect_Matches_50km_Buffer.csv: Spatial intersection data between AR moisture corridors and precipitation tracks, used to evaluate moisture-to-runoff conversion.ClimateIndicator.csv: Interdecadal climate indices used to analyze the influence of thermodynamic warming on AR intensity.

Geospatial and Code Resourcesaccurate_hachures.gpkg: GeoPackage containing topographic features and mountain range alignments (e.g., Qinling, Taihang) used for terrain-based comparative analysis.SampleCode.zip: Python scripts for AR tracking, Hausdorff distance-based precipitation matching, and Copula-based multivariate statistical modeling.
DOI: 10.57760/sciencedb.j00113.00274
title: The data of the article "Modeling study of synergistic effects of neutral beam injection hot ions on helicon wave current drive in HL-3 tokamak"
title: The data of the article "Modeling study of synergistic effects of neutral beam injection hot ions on helicon wave current drive in HL-3 tokamak"

description: The data related to the article "Modeling study of synergistic effects of neutral beam injection hot ions on helicon wave current drive in HL-3 tokamak" was published in the journal of Chinese Physics B. It contains an Excel file, which is described below:The file contains radial profile data with the following parameters: the normalized radius (rho); the electron temperature (Te, in keV); the electron density (ne, in m⁻³); the hot hydrogen ion temperature (Thot H, in keV); the hot hydrogen ion density (nhot H, in m⁻³); the deuterium ion temperature (TD, in keV); the deuterium ion density (nD, in keV); the carbon impurity ion temperature (TC, in keV); and the carbon impurity ion density (nC, in m⁻³).
description: The data related to the article "Modeling study of synergistic effects of neutral beam injection hot ions on helicon wave current drive in HL-3 tokamak" was published in the journal of Chinese Physics B. It contains an Excel file, which is described below:The file contains radial profile data with the following parameters: the normalized radius (rho); the electron temperature (Te, in keV); the electron density (ne, in m⁻³); the hot hydrogen ion temperature (Thot H, in keV); the hot hydrogen ion density (nhot H, in m⁻³); the deuterium ion temperature (TD, in keV); the deuterium ion density (nD, in keV); the carbon impurity ion temperature (TC, in keV); and the carbon impurity ion density (nC, in m⁻³).
DOI: 10.5281/zenodo.18618413
title: Data and analysis scripts for: Diminished subsurface oxygen maximum linked to collapsing North Pacific Central Mode Water

description: The folder contains the MATLAB code and data to re-create Figures 1-5 and S1-8 within the submission by Xu et al. Diminished subsurface oxygen maximum linked to  collapsing North Pacific Central Mode Water.  

.
DOI: 10.5281/zenodo.18373720
title: Data and analysis scripts for: Diminished subsurface oxygen maximum linked to collapsing North Pacific Central Mode Water

description: The folder contains the MATLAB code and data to re-create Figures 1-5 and S1-8 within the submission by Xu et al. Diminished subsurface oxygen maximum linked to  collapsing North Pacific Central Mode Water.  

.
DOI: 10.6084/m9.figshare.29917115
title: Data and code for: A cross-site comparison reveals limited geographic variation in risk avoidance of snowshoe hares

description: Data on snowshoe hare and predator spatial and temporal activity in winter collected by accelerometers, GPS units and trail cameras in three study sites (Wisconsin, Isle Royale and Yukon) with corresponding meteorological data and raster layers as well as analytical codes.
DOI: 10.6084/m9.figshare.29917115.v1
title: Data and code for: A cross-site comparison reveals limited geographic variation in risk avoidance of snowshoe hares

description: Data on snowshoe hare and predator spatial and temporal activity in winter collected by accelerometers, GPS units and trail cameras in three study sites (Wisconsin, Isle Royale and Yukon) with corresponding meteorological data and raster layers as well as analytical codes.
DOI: 10.34740/kaggle/ds/9180619
title: Audio Dataset (Reverberant)
DOI: 10.5281/zenodo.18449230
title: Supplemental data to the manuscript "Modelling the mean inner potential of alloyed and strained materials"

description: This is supplemental data to the manuscript "Modelling the mean inner potential of alloyed and strained materials". 

Motivation

The mean inner potential (MIP) is defined as the average Coulomb potential within a crystal, where the reference point for the Coulomb potential is set to zero in vacuum. It depends on the surface of the material and is sensitive to the redistribution of charge due to bonds in the crystal. Thus, it cannot be approximated with isolated atom data. The MIP for many semiconductors have been computed using density functional theory or measured experimentally using electron holography in the last years. However, values for alloyed and/or strained materials are not known or hardly reported. In the above mentioned work MIPs for strained GaP (uniaxially, biaxially and hydrostatically), alloyed but unstrained AlGaAs, InGaP and GeSi, as well as GeSi stressed to Si were computed with the Wien2k code.  Two prominent effects have been isolated: (1) The MIP behaves linear with concentration under alloying, if the volume stays constant. (2) The MIP scales with the ratio of the volumes before and after the volume change yielding a bowing of the MIP with concentration for alloyed materials. Both effects influence each other only negligibly.  The suggested model describes the computed data not perfectly but rather well compared to experimental precission.

Description of the files

The dataset uploaded here contains all structures used for the paper as well as the input files for Wien2k (version 24.1) computations as well as  V96.out files. The latter contain the evaluation of the Coulomb potentials and MIPs for the strained 1x1x1 slab models as well as 2x1x2 supercells for the unstrained AlGaAs, InGaP, GeSi as well as GeSi stressed to Si. They can be found in the files strain_111.tgz, AlGaAs_11_2.tgz, InGaP_11_2.tgz, GeSi_11_2.tgz and BiaxiallyStressedTernary_GeSi.tgz, respectively. Output of the Wien2k computations and Coulomb potentials in the cells were in the order of 200-500GB per material system and could not be uploaded due to memory limitations on Zenodo. They can be made available on special request. 

The go_lapw5.tgz files contains python and matlab scripts that were used for setting up the slabs and supercells as well for preparing and driving the output of the Coulomb potential from the Wien2k computation. A program integrate_from_rho reads the Coulomb potential and processes it to MIPs.  More details on the scripts as well as the workflow of the scripts are given in the Readme.txt files within the tarball go_lapw5.tgz. All scripts are meant to be executed from bash shell under linux and some will certainly fail to run under proprietary operating systems.  

The file ModelAmorphousCarbon.tgz contains the application of the proposed model to the density dependence of the MIP of amorphous carbon.
DOI: 10.5281/zenodo.18449229
title: Supplemental data to the manuscript "Modelling the mean inner potential of alloyed and strained materials"

description: This is supplemental data to the manuscript "Modelling the mean inner potential of alloyed and strained materials". 

Motivation

The mean inner potential (MIP) is defined as the average Coulomb potential within a crystal, where the reference point for the Coulomb potential is set to zero in vacuum. It depends on the surface of the material and is sensitive to the redistribution of charge due to bonds in the crystal. Thus, it cannot be approximated with isolated atom data. The MIP for many semiconductors have been computed using density functional theory or measured experimentally using electron holography in the last years. However, values for alloyed and/or strained materials are not known or hardly reported. In the above mentioned work MIPs for strained GaP (uniaxially, biaxially and hydrostatically), alloyed but unstrained AlGaAs, InGaP and GeSi, as well as GeSi stressed to Si were computed with the Wien2k code.  Two prominent effects have been isolated: (1) The MIP behaves linear with concentration under alloying, if the volume stays constant. (2) The MIP scales with the ratio of the volumes before and after the volume change yielding a bowing of the MIP with concentration for alloyed materials. Both effects influence each other only negligibly.  The suggested model describes the computed data not perfectly but rather well compared to experimental precission.

Description of the files

The dataset uploaded here contains all structures used for the paper as well as the input files for Wien2k (version 24.1) computations as well as  V96.out files. The latter contain the evaluation of the Coulomb potentials and MIPs for the strained 1x1x1 slab models as well as 2x1x2 supercells for the unstrained AlGaAs, InGaP, GeSi as well as GeSi stressed to Si. They can be found in the files strain_111.tgz, AlGaAs_11_2.tgz, InGaP_11_2.tgz, GeSi_11_2.tgz and BiaxiallyStressedTernary_GeSi.tgz, respectively. Output of the Wien2k computations and Coulomb potentials in the cells were in the order of 200-500GB per material system and could not be uploaded due to memory limitations on Zenodo. They can be made available on special request. 

The go_lapw5.tgz files contains python and matlab scripts that were used for setting up the slabs and supercells as well for preparing and driving the output of the Coulomb potential from the Wien2k computation. A program integrate_from_rho reads the Coulomb potential and processes it to MIPs.  More details on the scripts as well as the workflow of the scripts are given in the Readme.txt files within the tarball go_lapw5.tgz. All scripts are meant to be executed from bash shell under linux and some will certainly fail to run under proprietary operating systems.  

The file ModelAmorphousCarbon.tgz contains the application of the proposed model to the density dependence of the MIP of amorphous carbon.
DOI: 10.15468/dl.4fdxx8
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nigella sativa"
 ]
}

 The dataset includes 587 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010927-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we7xvx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Iphigenia ratnagirica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010926-260208012135463/datasets/export for details.
DOI: 10.4121/080b1341-44a7-4640-a3ce-4fc3d6a2d719
title: Data supporting the publication: Active Site Determination of Heterogenized Molecular Electrocatalysts

description: In this data set we include all experimental data collected and analyzed for the article "Active Site Determination of Heterogenized Molecular Electrocatalysts". In this research we perform an in‐depth Cyclic Voltammetry analysis to study the effect of catalyst aggregation and quantify the number of electroactive sites on carbon supports. We show that FeTPP (Iron(III)meso‐tetraphenylporphyrin chloride) gives a non‐linear electroactive response when loading is varied, allowing for the identification of distinct loading regions of insufficient, optimal, and excessive coverage. This includes all raw data collected and excels files containing the calculations performed. These include cyclic voltammetry data and UV-vis Spectrometer data. the file RAWdataCV contains all necessary data to obtain Figures: 2, 5, S4, S5, S6, S7, S8, S9the file RAWdataUVvis contains all necessary data to obtain Figure 3
DOI: 10.4121/080b1341-44a7-4640-a3ce-4fc3d6a2d719.v1
title: Data supporting the publication: Active Site Determination of Heterogenized Molecular Electrocatalysts

description: In this data set we include all experimental data collected and analyzed for the article "Active Site Determination of Heterogenized Molecular Electrocatalysts". In this research we perform an in‐depth Cyclic Voltammetry analysis to study the effect of catalyst aggregation and quantify the number of electroactive sites on carbon supports. We show that FeTPP (Iron(III)meso‐tetraphenylporphyrin chloride) gives a non‐linear electroactive response when loading is varied, allowing for the identification of distinct loading regions of insufficient, optimal, and excessive coverage. This includes all raw data collected and excels files containing the calculations performed. These include cyclic voltammetry data and UV-vis Spectrometer data. the file RAWdataCV contains all necessary data to obtain Figures: 2, 5, S4, S5, S6, S7, S8, S9the file RAWdataUVvis contains all necessary data to obtain Figure 3
DOI: 10.15468/dl.4vgabs
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((5.06141 45.85483,5.06254 45.83999,5.11138 45.8542,5.11088 45.86033,5.06141 45.85483))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is one of (Aves, Squamata, Cheloniidae, Amphibia, Insecta, Mammalia)",
 "Year 2016-2026"
 ]
}

 The dataset includes 227 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010930-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wk8t5
title: Occurrence Download

description: A dataset containing 587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nigella sativa"
 ]
}

 The dataset includes 587 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010929-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data237
title: Modelling airborne inoculum dynamics and disease progression of the red leaf blotch of almond in Catalonia, NE Spain

description: Red leaf blotch (RLB) of almond, caused by the fungus Polystigma amygdalinum P.F. Cannon, is one of the most important leaf diseases affecting almond trees (Prunus dulcis (Mill.) D.A. Webb) in the Mediterranean basin and Middle East regions. From 2019 to 2021, airborne ascospores were monitored on a daily scale through Hirst-type air samplers in two almond orchards located in Lleida (NE Spain) and quantified through qPCR methods. In the same locations, red leaf blotch incidence and severity were evaluated weekly in 2021. Weather data (direct and derived variables) is also provided, from two automatic weather stations located near the almond orchards, for potential epidemiologic studies.
description: Funders:

 -Agency name: INIA (Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria)
 -Project ID: RTA2017-0009-C04-01
 
 -Agency name: AEI (Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación)
 -Project ID: PID2020-114648RR-C31
DOI: 10.34740/kaggle/ds/9406141
title: Audio Dataset (Anechoic)
DOI: 10.15468/dl.mfhjs3
title: Occurrence Download

description: A dataset containing 2426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceiba speciosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2426 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010928-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz3xy3
title: Occurrence Download

description: A dataset containing 25420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-2000.0",
 "GadmGid is one of (THA, MYS, SGP)",
 "Geometry POLYGON((99 1,105 1,105 7,99 7,99 1))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 25420 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010932-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18618907
title: Raw vegetation data and statistical analysis outputs supporting a study on vegetation dynamics under different post-fire restoration strategies in Pinus brutia ecosystems.

description: This dataset contains raw vegetation data (Supplementary Material S1) and the corresponding statistical analysis outputs (Supplementary Material S2) supporting a study on Vegetation dynamics under different post-fire restoration strategies in Pinus brutia ecosystems.

The files are provided solely for peer-review purposes to allow assessment of data quality, analytical procedures, and result robustness. The dataset is not intended for public use at this stage.