cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6cs3za
title: Occurrence Download

description: A dataset listing the 439 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Albania",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset's 439 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015596-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5x4a4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ceratina nigrolabiata Friese, 1896",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015653-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18126/s5j2-a428
title: High-Throughput DFT data for screening of halide perovskite photocatalysts
DOI: 10.15468/dl.5athjr
title: Occurrence Download

description: A dataset containing 1837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Spain, Portugal)",
 "TaxonKey is Lynx pardinus (Temminck, 1827)"
 ]
}

 The dataset includes 1837 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015654-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pq9zm
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Bombus gerstaeckeri Morawitz, 1881",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 147 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015655-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crth8t
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lithurgus cornutus (Fabricius, 1787)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 31 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015656-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55guzn
title: Occurrence Download

description: A dataset containing 43610 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SBC LTER Darwin Core Archive: Kelp Forest Reef Fish Abundance"
 ]
}

 The dataset includes 43610 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015657-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64t8wy
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Megachile albisecta (Klug, 1817)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 58 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015658-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcjqqn
title: Occurrence Download

description: A dataset containing 1883 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charitospiza eucosma Oberholser, 1905"
 ]
}

 The dataset includes 1883 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015660-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bt3p8
title: Occurrence Download

description: A dataset containing 76953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notophthalmus viridescens (Rafinesque, 1820)"
 ]
}

 The dataset includes 76953 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015659-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7ybx3
title: Occurrence Download

description: A dataset containing 7076556 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Great Backyard Bird Count"
 ]
}

 The dataset includes 7076556 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015638-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rd7mn
title: Occurrence Download

description: A dataset containing 1098 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Megachile ericetorum Lepeletier, 1841",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1098 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015661-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjxw8v
title: Occurrence Download

description: A dataset containing 10706 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasylirion Zucc."
 ]
}

 The dataset includes 10706 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015662-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13921507
title: Survey simulation output files, presented at the May 2024 "Science with NEO Surveyor" Workshop in San Diego, CA, USA

description: Included here are output files from a series of simulations run using the NEO Surveyor Survey Simulation tool.  These files were first provided to the community at the Science with NEO Surveyor Workshop in San Diego, CA, in May 2024.

Each simulation has three output files:



*_props.tbl which gives the properties of the input population for the simulation, including name, size, geometric V-band albedo, absolute magnitude, and orbital parameters

*_flux.tbl which provides detection information for each object that would have been detected by NEO Surveyor, including its NC1 and NC2 magnitudes and SNRs, as well as earth-to-spacecraft position vector at the time of detection; these data are intended to be analogous to what would be provided from the detection tables that will be archived with IRSA

*_geom.tbl which provides the heliocentric distance, observer distance, and phase angle for each object at each detection; these data are to facilitate thermal modeling, assuming perfect orbit knowledge


The populations simulated here are:



NEO_SSR1: A simulated population of 25,000 NEOs with size of 140m and larger

50m_60m_NEO_SSR1: A simulated population of 10,000 NEOs with sizes between 50 and 60 m

small_MBA_SSR_0000: A simulated population of ~10,000 main belt asteroids with sizes ranging from 400m to 10km 

neos_of_interest: A selection of 13 real NEOs with known or assumed properties

mbas_of_interest: A selection of 28 real MBAs with known or assumed properties 

comets_of_interest: A selection of 7 real comets with known or assumed properties (note, fluxes provided are nucleus-only)


Two other files are provided:



photo_params.dat which provides the current best estimate (as of May 2024) for the values of the magnitude zero-points and band centers for each band

neo_surveyor_pointing_list.dat which provides a sequence of field centers, solar elongations, and spacecraft positions and velocities for the nominal survey pattern and orbit used for the simulations


Acknowledgment: If you use any of these data products for a publication please cite Mainzer et al. 2023, PSJ, 4, 224, doi:10.3847/PSJ/ad0468, and include the following acknowledgment: "This publication makes use of software and data products from the NEO Surveyor mission, which is a joint project of the University of California, Los Angeles and the Jet Propulsion Laboratory/California Institute of Technology, funded by the National Aeronautics and Space Administration."
DOI: 10.5281/zenodo.13921506
title: Survey simulation output files, presented at the May 2024 "Science with NEO Surveyor" Workshop in San Diego, CA, USA

description: Included here are output files from a series of simulations run using the NEO Surveyor Survey Simulation tool.  These files were first provided to the community at the Science with NEO Surveyor Workshop in San Diego, CA, in May 2024.

Each simulation has three output files:



*_props.tbl which gives the properties of the input population for the simulation, including name, size, geometric V-band albedo, absolute magnitude, and orbital parameters

*_flux.tbl which provides detection information for each object that would have been detected by NEO Surveyor, including its NC1 and NC2 magnitudes and SNRs, as well as earth-to-spacecraft position vector at the time of detection; these data are intended to be analogous to what would be provided from the detection tables that will be archived with IRSA

*_geom.tbl which provides the heliocentric distance, observer distance, and phase angle for each object at each detection; these data are to facilitate thermal modeling, assuming perfect orbit knowledge


The populations simulated here are:



NEO_SSR1: A simulated population of 25,000 NEOs with size of 140m and larger

50m_60m_NEO_SSR1: A simulated population of 10,000 NEOs with sizes between 50 and 60 m

small_MBA_SSR_0000: A simulated population of ~10,000 main belt asteroids with sizes ranging from 400m to 10km 

neos_of_interest: A selection of 13 real NEOs with known or assumed properties

mbas_of_interest: A selection of 28 real MBAs with known or assumed properties 

comets_of_interest: A selection of 7 real comets with known or assumed properties (note, fluxes provided are nucleus-only)


Two other files are provided:



photo_params.dat which provides the current best estimate (as of May 2024) for the values of the magnitude zero-points and band centers for each band

neo_surveyor_pointing_list.dat which provides a sequence of field centers, solar elongations, and spacecraft positions and velocities for the nominal survey pattern and orbit used for the simulations


Acknowledgment: If you use any of these data products for a publication please cite Mainzer et al. 2023, PSJ, 4, 224, doi:10.3847/PSJ/ad0468, and include the following acknowledgment: "This publication makes use of software and data products from the NEO Surveyor mission, which is a joint project of the University of California, Los Angeles and the Jet Propulsion Laboratory/California Institute of Technology, funded by the National Aeronautics and Space Administration."
DOI: 10.6084/m9.figshare.27020530.v2
title: Iran's_River_Data

description: This is a water chemistry database for Iranian rivers.
DOI: 10.5066/p9wysbbn
title: Supplemental Results from: Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends

description: These data contain the supplementary results corresponding with the journal article: Using mobile acoustic monitoring and false-positive N-mixture models to estimate bat abundance and population trends by Udell et al. (2024) in Ecological Monographs. These results contain the findings from the North American Bat Monitoring Program's (NABat) "Summer Abundance Status and Trends" analyses which used mobile transect acoustic data for three species (tricolored bat, little brown bat, and big brown bat). Data from the entire summer season (May 1–Aug 31) were used in the modeling process. Here, tabular data for each species include predictions (with uncertainty) of relative abundance (and trends over time) in the summer maternity season (May1 - July 16) from 2012-2020. Predictions for status and trends are provided for each species at four different spatial resolutions: 1) across the modeled species ranges, 2) at the state or province level, 3) at the NABat grid cell (10km x 10km scale) level, and 4) for each sampled transect. Predictions were produced using an analytical pipeline supported by web-based infrastructure, Bayesian hierarchical modeling, and 'false-positive N-mixture model' framework which analyzed mobile transect acoustics to model the relative abundance distribution (and trends over time) of each species while accounting for imperfect detection and species misclassification. Tabular files provided include: 1) range-wide average relative abundance predictions by year for each species, 2) range-wide trends in average relative abundance for each species, 3) regional (state/province) average relative abundance by year for each species, 4) regional (state/province) trends in average relative abundance for each species, 5) grid cell-level predictions of relative abundance by year for each species, 6) grid cell-level trends (overall change from 2012-2020) for each species (one file per species), and 7) transect-level estimates of relative abundance by year for each species. Estimates include means, medians, standard deviations, and the 95% Bayesian credible intervals. These data can be cross-referenced to the 'knitted' NABat master sample for CONUS, Canada, and Alaska (NABat_grid_covariates.shp, which is available on ScienceBase).
DOI: 10.5281/zenodo.12523228
title: Galvanising the Open Access Community: A Study on the Impact of Plan S - Data and Code

description: This repository contains the datasets and code underpinning Chapter 3 "Counterfactual Impact Evaluation of Plan S" of the report "Galvanising the Open Access Community: A Study on the Impact of Plan S" commissioned by the cOAlition S to scidecode science consulting.

Two categories of files are part of this repository:

1. Datasets 

The 21 CSV source files contain the subsets of publications funded by the funding agencies that are part of this study. These files have been provided by OA.Works, with whom scidecode has collaborated for the data collection process. Data sources and collection and processing workflows applied by OA.Works are described on their website and specifically at https://about.oa.report/docs/data.

The file "plan_s.dta" is the aggregated data file stored in the format ".dta", which can be accessed with STATA by default or with plenty of programming languages using the respective packages, e.g., R or Python. 

2. Code files

The associated code files that have been used to process the data files are:

  - data_prep_and_analysis_script.do  - coef_plots_script.R

The first file has been used to process the CSV data files above for data preparation and analysis purposes. Here, data aggregation and data preprocessing is executed.  Furthermore, all statistical regressions for the ounterfactual impact evaluation are listed in this code file. The second code file "coef_plots_script.R" uses the computed results of the counterfactual impact evaluation to create the final graphic plots using the ggplot2 package.

The first ".do" file has to be run in STATA, the second one (".R") requires the use of an integrated development environment for R. 
Further Information are avilable in the final report and via the followng URLs:

https://www.coalition-s.org/
https://scidecode.com/
https://oa.works/
https://openalex.org/https://sites.google.com/view/wbschmal
DOI: 10.5281/zenodo.12523229
title: Galvanising the Open Access Community: A Study on the Impact of Plan S - Data and Code

description: This repository contains the datasets and code underpinning Chapter 3 "Counterfactual Impact Evaluation of Plan S" of the report "Galvanising the Open Access Community: A Study on the Impact of Plan S" commissioned by the cOAlition S to scidecode science consulting.

Two categories of files are part of this repository:

1. Datasets 

The 21 CSV source files contain the subsets of publications funded by the funding agencies that are part of this study. These files have been provided by OA.Works, with whom scidecode has collaborated for the data collection process. Data sources and collection and processing workflows applied by OA.Works are described on their website and specifically at https://about.oa.report/docs/data.

The file "plan_s.dta" is the aggregated data file stored in the format ".dta", which can be accessed with STATA by default or with plenty of programming languages using the respective packages, e.g., R or Python. 

2. Code files

The associated code files that have been used to process the data files are:

  - data_prep_and_analysis_script.do  - coef_plots_script.R

The first file has been used to process the CSV data files above for data preparation and analysis purposes. Here, data aggregation and data preprocessing is executed.  Furthermore, all statistical regressions for the ounterfactual impact evaluation are listed in this code file. The second code file "coef_plots_script.R" uses the computed results of the counterfactual impact evaluation to create the final graphic plots using the ggplot2 package.

The first ".do" file has to be run in STATA, the second one (".R") requires the use of an integrated development environment for R. 
Further Information are avilable in the final report and via the followng URLs:

https://www.coalition-s.org/
https://scidecode.com/
https://oa.works/
https://openalex.org/https://sites.google.com/view/wbschmal
DOI: 10.5517/ccdc.csd.cc2jm2lv
title: CCDC 2342037: Experimental Crystal Structure Determination

description: Related Article: Ahmed Said Mohamed, Isabelle Jourdain, Michael Knorr, Stephanie Beffy, Abdirahman Elmi, Farhan Siddique, Samir Chtita, Carsten Strohmann, Annika Schmidt, Mostafa A. Hussien|2025|J.Mol.Struct.|1321|140108|doi:10.1016/j.molstruc.2024.140108
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.cc2jm2py
title: CCDC 2342040: Experimental Crystal Structure Determination

description: Related Article: Ahmed Said Mohamed, Isabelle Jourdain, Michael Knorr, Stephanie Beffy, Abdirahman Elmi, Farhan Siddique, Samir Chtita, Carsten Strohmann, Annika Schmidt, Mostafa A. Hussien|2025|J.Mol.Struct.|1321|140108|doi:10.1016/j.molstruc.2024.140108
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.cc2jzvlz
title: CCDC 2353352: Experimental Crystal Structure Determination

description: Related Article: Anton S. Zakharov, Danil V. Krutin, Pavel O. Mosalyov, Elena Yu. Tupikina, Alexander S. Antonov, Peter M. Tolstoy, Valeriya V. Mulloyarova|2024|Phys.Chem.Chem.Phys.(PCCP)|26|24488|doi:10.1039/D4CP01895H
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.cc2k1vl2
title: CCDC 2355274: Experimental Crystal Structure Determination

description: Related Article: Busra Kaya, Henry Smith, Yanbing Chen, Mahan Gholam Azad, Tiffany M. Russell, Vera Richardson, Paul V. Bernhardt, Mahendiran Dharmasivam, Des R. Richardson|2024|Chemical Science|15|15109|doi:10.1039/D4SC04339A
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.cc2kfc7m
title: CCDC 2366330: Experimental Crystal Structure Determination

description: Related Article: Patrick J. Sutter, Ben Walker, Kristiana Kasper, Volga Kojasoy, Dean J. Tantillo, Daniel Romo|2024|J.Org.Chem.|89|14209|doi:10.1021/acs.joc.4c01638
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.cc2kfc8n
title: CCDC 2366331: Experimental Crystal Structure Determination

description: Related Article: Patrick J. Sutter, Ben Walker, Kristiana Kasper, Volga Kojasoy, Dean J. Tantillo, Daniel Romo|2024|J.Org.Chem.|89|14209|doi:10.1021/acs.joc.4c01638
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.