cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2kfj7s
title: CCDC 2366485: Experimental Crystal Structure Determination

description: Related Article: Zhi-Long Li, Ming Zhu, Feng-Wen Zhang, Kun Ding, Hao-Fei Ni, Meng-Meng Lun, Yi Zhang, Da-Wei Fu|2024|J.Mater.Chem.C|12|14354|doi:10.1039/D4TC02784A
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: 10.15468/dl.rtyn99
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Xiphophorus couchianus (Girard, 1859)"
 ]
}

 The dataset includes 82 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041394-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25800706
title: Synthetic data set -- training and test data

description: This dataset contains the synthetic data generated by an agent-based disease spread model, and the results from calibration tests on that data.For full synthetic data and calibration results, download "Data.zip."For only synthetic data, download only "Training Data.zip" and "Test Data.zip." To be consistent with code, place "Training Data" and "Test Data" in a folder called "Data".<b>Contents</b>This dataset contains training and test data sets. The data is either generated in the “one-parameter case” or “two-parameter case”, where the one-parameter case is only run with one sub-population, while the two-parameter case has two sub-populations. Training data associated with calibration method 1 is generated along a discrete grid of parameter values, while training data associated with calibration method 2 is generated along continuous, randomly generated parameter values.<b>High-level organization of data</b><b>Synthetic data:</b>- Training Data - One-parameter case - Calibration method 1 - Calibration method 2 - Two-parameter case - Calibration method 1 - Calibration method 2- Test Data - One-parameter case - Two-parameter case<br><b>Calibration results:</b>- ABC_2D_Results- ABC_Results- MCMC_results - One-Pop - Two-Pop- Brute_force_posterior_estimation - One-Pop - Two-Pop<b>Data format</b>new_I_data: contains a numpy array of new infections at each time step, indexed by (simulation run, time step, sub-population). (sub-population index is dropped for datasets with only one sub-population)constant_parameters_values: csv file containing simulation information that stays constant throughout all included runs. Includes population information, including number of sub-populations, geometric centers of sub-populations, the geometric width and height (spread) of sub-populations, sub-population sizes in terms of number of agents, infection distance d_IU, fractions of sub-populations that are initially susceptible, exposed, infected, or removed/recovered, incubation and infection period information, time stepping and total time information. variable_parameter_values: csv file containing simulation information that varies between included runs. Includes mobility, jumping probability, and random seed values, indexed by run.Calibration results can be analyzed and visualized with the following codes:- ABC_2D_Results: ABC_2D_main.ipynb- ABC_Results: ABC_main.ipynb- MCMC_results/One-Pop and Brute_force_posterior_estimation/One-Pop: CalibrationMethod1_process_results.ipynb- MCMC_results/Two-Pop and Brute_force_posterior_estimation/Two-Pop: CalibrationMethod1_2D_process_results.ipynb<b>License</b>This work is licensed under CC BY 4.0
DOI: 10.6084/m9.figshare.25800706.v1
title: Synthetic data set -- training and test data

description: This dataset contains the synthetic data generated by an agent-based disease spread model, and has been used for calibration method testing.
DOI: 10.6084/m9.figshare.25800706.v2
title: Synthetic data set -- training and test data

description: This dataset contains the synthetic data generated by an agent-based disease spread model, and the results from calibration tests on that data.For full synthetic data and calibration results, download "Data.zip."For only synthetic data, download only "Training Data.zip" and "Test Data.zip." To be consistent with code, place "Training Data" and "Test Data" in a folder called "Data".<b>Contents</b>This dataset contains training and test data sets. The data is either generated in the “one-parameter case” or “two-parameter case”, where the one-parameter case is only run with one sub-population, while the two-parameter case has two sub-populations. Training data associated with calibration method 1 is generated along a discrete grid of parameter values, while training data associated with calibration method 2 is generated along continuous, randomly generated parameter values.<b>High-level organization of data</b><b>Synthetic data:</b>- Training Data - One-parameter case - Calibration method 1 - Calibration method 2 - Two-parameter case - Calibration method 1 - Calibration method 2- Test Data - One-parameter case - Two-parameter case<br><b>Calibration results:</b>- ABC_2D_Results- ABC_Results- MCMC_results - One-Pop - Two-Pop- Brute_force_posterior_estimation - One-Pop - Two-Pop<b>Data format</b>new_I_data: contains a numpy array of new infections at each time step, indexed by (simulation run, time step, sub-population). (sub-population index is dropped for datasets with only one sub-population)constant_parameters_values: csv file containing simulation information that stays constant throughout all included runs. Includes population information, including number of sub-populations, geometric centers of sub-populations, the geometric width and height (spread) of sub-populations, sub-population sizes in terms of number of agents, infection distance d_IU, fractions of sub-populations that are initially susceptible, exposed, infected, or removed/recovered, incubation and infection period information, time stepping and total time information. variable_parameter_values: csv file containing simulation information that varies between included runs. Includes mobility, jumping probability, and random seed values, indexed by run.Calibration results can be analyzed and visualized with the following codes:- ABC_2D_Results: ABC_2D_main.ipynb- ABC_Results: ABC_main.ipynb- MCMC_results/One-Pop and Brute_force_posterior_estimation/One-Pop: CalibrationMethod1_process_results.ipynb- MCMC_results/Two-Pop and Brute_force_posterior_estimation/Two-Pop: CalibrationMethod1_2D_process_results.ipynb<b>License</b>This work is licensed under CC BY 4.0
DOI: 10.15468/dl.fscepr
title: Occurrence Download

description: A dataset containing 1161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-94.63181 28.92867,-89.61069 28.92867,-89.61069 32.54036,-94.63181 32.54036,-94.63181 28.92867))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Campsis radicans (L.) Bureau"
 ]
}

 The dataset includes 1161 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041395-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g3464
title: Occurrence Download

description: A dataset containing 185305 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)"
 ]
 }
 }
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 "TaxonKey is Acronicta rumicis Linnaeus, 1758"
 ]
}

 The dataset includes 185305 records from 617 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041369-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e226901
title: VA All Employee Survey (AES) 2018

description: VA All Employee Survey (AES) 2018 deidentified individual-level public release data file.<br><br>The All VA Survey was launched in 1997, rebranded as the All Employee Survey (AES) in 2001, and VA has administered the AES every year since 2006.<br><br>The AES 2018 consists of the following:<br><br><b>Deidentified Individual-level Public Release AES Data File</b> - In 2018, VA merged the AES and the Federal Employee Viewpoint Survey (FEVS), which is a government-wide employee-perception survey conducted by the Office of Personnel Management (OPM). The merge means the included FEVS items are offered to all employees and benefit from the AES's high response rate, and we can quickly share results down to the small-team level where they're most actionable. These files have deidentified individual responses for all FEVS items.<br><br><b>AES-FEVS Percents Public Data Report</b> - These files have FEVS items reported as percents (as required by Federal statute).
description: Veterans Affairs employees.
DOI: 10.3886/e226901v1
title: VA All Employee Survey (AES) 2018

description: VA All Employee Survey (AES) 2018 deidentified individual-level public release data file.<br><br>The All VA Survey was launched in 1997, rebranded as the All Employee Survey (AES) in 2001, and VA has administered the AES every year since 2006.<br><br>The AES 2018 consists of the following:<br><br><b>Deidentified Individual-level Public Release AES Data File</b> - In 2018, VA merged the AES and the Federal Employee Viewpoint Survey (FEVS), which is a government-wide employee-perception survey conducted by the Office of Personnel Management (OPM). The merge means the included FEVS items are offered to all employees and benefit from the AES's high response rate, and we can quickly share results down to the small-team level where they're most actionable. These files have deidentified individual responses for all FEVS items.<br><br><b>AES-FEVS Percents Public Data Report</b> - These files have FEVS items reported as percents (as required by Federal statute).
description: Veterans Affairs employees.
DOI: 10.25549/pcra-c14-140884
title: Renewal, no. 105 (June/July 1983)

description: [description english/roman)] Renewal, no. 105 (June/July 1983). Published six times per year.
DOI: 10.15468/dl.87xzvj
title: Occurrence Download

description: A dataset containing 1404807 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Harvard University Herbaria: All Records"
 ]
}

 The dataset includes 1404807 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014643-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5xrdx
title: Occurrence Download

description: A dataset containing 63092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ephedra Tourn. ex L."
 ]
}

 The dataset includes 63092 records from 671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070599-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ajkrm
title: Occurrence Download

description: A dataset containing 1024281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Archilochus colubris (Linnaeus, 1758)",
 "Year 2015-2019"
 ]
}

 The dataset includes 1024281 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079304-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v66uvj
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraceradocus miersi (Pfeffer, 1888)"
 ]
}

 The dataset includes 59 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-140825
title: Renewal, no. 104 (Apr./May 1983)

description: [description english/roman)] Renewal, no. 104 (Apr./May 1983). Published six times per year.
DOI: 10.15468/dl.t584f8
title: Occurrence Download

description: A dataset containing 285489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is Global soil organisms",
 "OccurrenceStatus is Present",
 "Repatriated is true"
 ]
}

 The dataset includes 285489 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033996-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvaunt
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Prunus subcoriacea (Chodat & Hassl.) Koehne"
 ]
}

 The dataset includes 74 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117902-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-142170
title: God working with them: being eighteen years of Congo evangelistic mission history, 1938

description: [description english/roman)] William F.P. Burton's history of the first 18 years of the Congo Evangelistic Mission (CEM) [320 pages]. The book includes: CEM basic tenets of faith, list of serving missionaries, etc.
DOI: 10.15468/dl.4cwezv
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Vireo sclateri",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088826-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.blgchl
title: Occurrence Download

description: A dataset containing 291542 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Canadian Museum of Nature Herbarium"
 ]
}

 The dataset includes 291542 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004862-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-142110
title: God working with them: being eighteen years of Congo evangelistic mission history, 1938

description: [description english/roman)] William F.P. Burton's history of the first 18 years of the Congo Evangelistic Mission (CEM) [320 pages]. The book includes: CEM basic tenets of faith, list of serving missionaries, etc.
DOI: 10.15468/dl.gz2sxb
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Gallicolumba keayi (W.E.Clarke, 1900)"
 ]
}

 The dataset includes 53 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129218-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j4v7h
title: Occurrence Download

description: A dataset containing 1634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Barbados",
 "Depth 200.0-9999.0m"
 ]
}

 The dataset includes 1634 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001381-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-142172
title: God working with them: being eighteen years of Congo evangelistic mission history, 1938

description: [description english/roman)] William F.P. Burton's history of the first 18 years of the Congo Evangelistic Mission (CEM) [320 pages]. The book includes: CEM basic tenets of faith, list of serving missionaries, etc.
DOI: 10.15468/dl.d8mqdx
title: Occurrence Download

description: A dataset containing 72801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carya Nutt."
 ]
}

 The dataset includes 72801 records from 445 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070591-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fth8y2
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteromirafra ruddi (Grant, 1908)"
 ]
}

 The dataset includes 824 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0391329-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-142136
title: God working with them: being eighteen years of Congo evangelistic mission history, 1938

description: [description english/roman)] William F.P. Burton's history of the first 18 years of the Congo Evangelistic Mission (CEM) [320 pages]. The book includes: CEM basic tenets of faith, list of serving missionaries, etc.
DOI: 10.15468/dl.y3pren
title: Occurrence Download

description: A dataset containing 897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus ×polyanthemoides Boreau",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 897 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181201-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6y93d
title: Occurrence Download

description: A dataset containing 3377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Rumex ×pratensis Mert. & W.D.J.Koch"
 ]
}

 The dataset includes 3377 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024381-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zchqvq
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anoplophora chinensis (Forster, 1771)"
 ]
}

 The dataset includes 257 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006547-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-142083
title: God working with them: being eighteen years of Congo evangelistic mission history, 1938

description: [description english/roman)] William F.P. Burton's history of the first 18 years of the Congo Evangelistic Mission (CEM) [320 pages]. The book includes: CEM basic tenets of faith, list of serving missionaries, etc.
DOI: 10.25549/pcra-c14-140144
title: Renewal, no. 91 (Feb./Mar. 1981)

description: [description english/roman)] Renewal, no. 91 (Feb./Mar. 1981). Published six times per year.
DOI: 10.15468/dl.p6nmab
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia mauli Parr, 1960",
 "Year 1950-2000"
 ]
}

 The dataset includes 86 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009035-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxfuk5
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anoplophora chinensis (Forster, 1771)"
 ]
}

 The dataset includes 257 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006551-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j92y4d
title: Occurrence Download

description: A dataset containing 33683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudotsuga menziesii (Mirb.) Franco"
 ]
}

 The dataset includes 33683 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024371-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7d4sc
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pythiogeton ramosum Minden"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024514-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bsxph
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiloglanis anoterus Crass, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024515-250525065834625/datasets/export for details.