cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24435034.v2
title: SmallMammalsCooccur

description: Corresponding publication:Costa, A. P. L., Winck, G. R., Teixeira, B. R., Gentile, R., Vieira, E. M., Pardini, R., Püttker, T., D’Andrea, P. S. and C. S. Andreazzi. 2023. Ecological interactions without co-occurrence are not evidence of spillover risk: Predicting the impact of landscape conversion on small mammal occurrence and the transmission of parasites in the Atlantic Forest. Under submissionData LocationsGeographic locations of data collection: Brazilian Atlantic Forest (see publication for more details)Methodological InformationMethods of data collection/generation: see manuscript for detailsThe authors respectfully request to be contacted by researchers interested in the raw data of small mammal occurrences.Contact InformationName: Ana Paula Lula CostaAffiliation: Laboratório de Biologia e Parasitologia de Mamíferos Silvestres Reservatórios, Instituto Oswaldo Cruz, Fiocruz, Rio de Janeiro, RJ, Brazil.ORCID ID: https://orcid.org/0000-0003-4854-160XEmail: anapaulalula@gmail.comCode and Data overviewCodeAll analyses were made in R.Script for network analysesCosta.2023-Hmsc_CentralHosts.RScript for constructing Hmsc model and analyzing its parametersCosta.2023-Hmsc_Cooccur.RDataSmall mammal occurrence matrixcom.f_pa.csvcoordinates of each landscape used as sample sites for small mammal communitiesbuffer_id.csvLandscape metrics calculated for each sample siteland.feat.na.e.csvSmall mammal species traitsTrData2.csvSmall mammal phylogenetic treeSmallmammals_maxlike_nf.nwkModule clustering and categorization of small mammal species based on their centrality valuesNet_metrics.csvcentral_res.csv
DOI: 10.15468/dl.3h7hhh
title: Occurrence Download

description: A dataset containing 21299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pygoscelis papua (J.R.Forster, 1781)"
 ]
}

 The dataset includes 21299 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002635-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr37973.v2
title: National Corrections Reporting Program, 1991-2018: Selected Variables
title: Version 2

description: The National Corrections Reporting Program (NCRP) compiles offender-level data on admissions and releases from state prison, post-confinement community supervision and year-end prison custody records. The data are used to monitor the nation's correctional population and address specific policy questions related to recidivism, prisoner reentry, and trends in demographic characteristics of the incarcerated and community supervision populations. The Bureau of Justice Statistics (BJS) has administered the NCRP since 1983. Abt Associates has served as the NCRP data collection agent since October 2010. As with all other BJS data collections, participation is voluntary, and not all states submit NCRP data each year.
This version of the NCRP data contains data for term records, prison admissions, prison releases, and year-end prison population counts. The data files have selected variables making the data suitable for public release. The complete version of NCRP data is classified as restricted access. Please search for ICPSR No. 37971 to find the analogous complete version of this file.
description: Datasets: 
DS0: Study-Level Files
DS1: Term Records
DS2: Prison Admissions
DS3: Prison Releases
DS4: Year-end Population
description: All persons admitted to state prison, released from state prison, or in state prison at year-end from 1991 to 2018 in the United States. Smallest Geographic Unit: State
description: mail questionnaireSome values in the date variables are likely entry mistakes by the state. Users should run frequencies prior to analysis to identify outliers.
DOI: 10.15468/dl.t9fqnw
title: Occurrence Download

description: A dataset containing 5035 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The comprehensive checklist and extended occurrence and reference datasets of myxomycetes of Ukraine"
 ]
}

 The dataset includes 5035 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002636-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13902380
title: Database from Large-Eddy Simulations of a Supersonic Jet Flow (Re= 1.6x10E6 , M=1.4) - Database 1 of 6

description: Numerical Database from Large-Eddy Simulations of a Supersonic Jet Flow (Re= 1.6x10E6 , M=1.4) - Database 1 / 6Authors: Diego F. Abreu, João Luiz F. Azevedo, Carlos Junqueira-Junior

This database presents unsteady calculated data derived from large-eddy simulations (LES) of a supersonic jet flow utilizing the FLEXI solver (https://numericsresearchgroup.org/codes.html#codes_flexi). The operational parameters for the jet flow include a Mach number of 1.4 and a Reynolds number of 1.58E6 referenced to the nozzle exit diameter, corresponding to a perfectly expanded supersonic condition. The pressure and temperature of the jet flow match those of the surrounding ambient conditions.

The dataset originates from six numerical simulations employing various mesh resolutions and polynomial orders, along with different boundary conditions. These calculations were performed to investigate the impact of mesh resolution, polynomial order, and boundary conditions on LES of the supersonic jet flow in the absence of nozzle effects. The database encompasses a collection of probes and planes extracted from the 3-D domain as outlined in the attached README.md file. 

For further details regarding these probes and planes, as well as information on the numerical simulations, please refer to the supplemental-material-database.pdf file. The database is divided into six parts. The present set of data is number one.

This database is associated with the manuscript entitled "Assessment of Jet Inflow Condition on the Development of Supersonic Jet Flows". The numerical data presented herein were previously published in the work entitled "Accuracy Assessment of Discontinuous Galerkin Spectral Element Method in Simulating Supersonic Free Jets" (https://doi.org/10.1007/s40430-024-04788-z) and the Ph.D. Thesis "Study of Turbulent Supersonic Jet Flows and the Influence of Nozzle-Exit Boundary Conditions on the Jet Initial Development".
DOI: 10.15468/dl.ek5gzv
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Croatia",
 "Country is Serbia",
 "Country is Hungary",
 "Country is Czechia",
 "Country is Austria"
 ]
 },
 "TaxonKey is Diabrotica virgifera LeConte, 1868"
 ]
}

 The dataset includes 93 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002139-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykri9w
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptomona erythrocephala (Olivier, 1790)"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001922-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0cs3vw
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epitrix hirtipennis (Melsheimer, 1847)"
 ]
}

 The dataset includes 151 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002370-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vzyho
title: Occurrence Download

description: A dataset containing 8084 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysolina americana (Linnaeus, 1758)"
 ]
}

 The dataset includes 8084 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000432-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7prck
title: Occurrence Download

description: A dataset containing 2121659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Syrphidae",
 "Year 2000-2024"
 ]
}

 The dataset includes 2121659 records from 1454 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002629-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqtnpw
title: Occurrence Download

description: A dataset containing 53023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sagittarius serpentarius (J.F.Miller, 1779)"
 ]
}

 The dataset includes 53023 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002638-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utehj7
title: Occurrence Download

description: A dataset containing 3679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Squamata)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-92.7026998480032 15.337461962011,-92.4630948619937 15.337461962011,-92.4630948619937 15.5194300098052,-92.7026998480032 15.5194300098052,-92.7026998480032 15.337461962011))"
 ]
}

 The dataset includes 3679 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008490-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guyw2m
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mesembryanthemum delum L.Bolus"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139173-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h33psr
title: Occurrence Download

description: A dataset containing 106097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bubo bubo (Linnaeus, 1758)"
 ]
}

 The dataset includes 106097 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0305690-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c62g6c
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tagetes subulata Cerv."
 ]
}

 The dataset includes 870 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004416-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10571936
title: Ion Implantation Sensor and Process Target Data for Predicting Ion Beam Tuning in Semiconductor Manufacturing

description: Dataset Description:

This dataset is designed to predict ion beam tuning setup processes in semiconductor manufacturing, in terms of tuning success or failure, and tuning duration. It is split into X and y to allow for supervised learning approaches.



X represents the current equipment condition and the process targets of the currently processed and the upcoming lot, as defined within recipes.

y represents the ion beam tuning setup report, which informs about the tuning success ratio and tuning duration. These setups are necessary, when switching between recipes to prepare the equipment for processing the next lot. y contains three labels, enabling classification of (1) tuning success or fail, and (2) prolonged tuning, as well as (3) estimation of tuning duration as a regression task.


About X:

Each lot is processed with a specific recipe to achieve the process target. The tuning takes place before the first wafer of the to-be-tuned recipe is processed. Each row in X includes logistical information such as the equipment used for processing and parsed recipe / process target information for the current and upcoming lot. The majority of data consists out of aggregated metrics of equipment-internally tracked sensor traces, recording physical parameters such as gas flows, temperatures, voltages and currents. When analyzed in conjunction with the processed recipe, these sensors provide insights into the current equipment condition. 

About y:

The setup_result column indicates the success or failure of tuning - with setup_result=0 indicating tuning success, while setup_result=1 signals tuning failure. If the first tuning attempt fails, there may be follow-up attempts, but these are not included in this dataset. The duration column represents the tuning duration in seconds, as used for regression analysis. The duration_interval column is a binary label for prolonged tunings, i.e. duration_interval=1 for instances, which take more than 6 minutes to tune.

For reproducibility of the corresponding paper's results:



The dataset contains the same carefully curated subset of features.

The train_test_split() has already been performed, thus we provide x_train and x_valid separately.

To reduce the effect of outliers in the data, the sensor data has already been scaled, as derived from x_train.


In summary, these datasets (X, y) provide comprehensive information for predicting ion beam tuning in semiconductor manufacturing, making it a valuable resource for researchers and practitioners in the field.

Python Code for Reproducibility:

Furthermore, we share a jupyter notebook ionbeamtuning.ipynb with Python code to train the best performing model on the provided data, as described in the paper. To execute the code, you may need to install any missing packages specified in the requirements.txt, as indicated within the notebook.
DOI: 10.15468/dl.rd299g
title: Occurrence Download

description: A dataset containing 10541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tagetes minuta L."
 ]
}

 The dataset includes 10541 records from 413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004392-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc85zr
title: Occurrence Download

description: A dataset containing 7641505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus corax Linnaeus, 1758"
 ]
}

 The dataset includes 7641505 records from 1430 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004412-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-43419
title: Redemption tidings, vol. 12, nos. 1-25, 1 Jan. - 18 Dec. 1936

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 4 Dec. 1936) except vol. 12, no. 25.
DOI: 10.34816/ifao.archives.217652
title: FONDS SERGE SAUNERON_nb_1965_04836

description: Référence : nb_1965_04836<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.hz7tse
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Passiflora zapalinamensis Kuethe, Encina & Cruz-Anaya"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067428-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217653
title: FONDS SERGE SAUNERON_nb_1965_04837

description: Référence : nb_1965_04837<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.vpbcxz
title: Occurrence Download

description: A dataset containing 1341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puccinia alnetorum Gäum., Puccinia arenariae (Schumach.) J.Schröt.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1341 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250774-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-43415
title: Redemption tidings, vol. 12, nos. 1-25, 1 Jan. - 18 Dec. 1936

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 4 Dec. 1936) except vol. 12, no. 25.
DOI: 10.34816/ifao.archives.217654
title: FONDS SERGE SAUNERON_nb_1965_04838

description: Référence : nb_1965_04838<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.4e6sfs
title: Occurrence Download

description: A dataset containing 1367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Graphium eurypylus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1367 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192750-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217655
title: FONDS SERGE SAUNERON_nb_1965_04839

description: Référence : nb_1965_04839<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.dsuawv
title: Occurrence Download

description: A dataset containing 3432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Certhionyx variegatus",
 "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 3432 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065155-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217656
title: FONDS SERGE SAUNERON_nb_1965_04840

description: Référence : nb_1965_04840<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.25549/pcra-c14-43381
title: Redemption tidings, vol. 12, nos. 1-25, 1 Jan. - 18 Dec. 1936

description: [description english/roman)] Issued fortnightly (every two weeks). "A full gospel magazine for all believers" -- subtitle. Includes Tidings from our missionaries in each issue (1 Jan. - 4 Dec. 1936) except vol. 12, no. 25.
DOI: 10.15468/dl.8hty3n
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labeobarbus boulengeri Vreven, Musschoot, Snoeks & Schliewen, 2016"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0323369-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.217657
title: FONDS SERGE SAUNERON_nb_1965_04841

description: Référence : nb_1965_04841<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.217658
title: FONDS SERGE SAUNERON_nb_1965_04842

description: Référence : nb_1965_04842<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.217659
title: FONDS SERGE SAUNERON_nb_1965_04843

description: Référence : nb_1965_04843<br />Site : Esna<br />Secteur : Mur extérieur nord (Temple de Khnoum); Temple de Khnoum<br />Type : photographie<br />
DOI: 10.15468/dl.q8aruc
title: Occurrence Download

description: A dataset containing 31235 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eupsittula nana (Vigors, 1830)"
 ]
}

 The dataset includes 31235 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188107-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzsg2x
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypsugo bemainty Goodman et al., 2015)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069952-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.