cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr07973
title: Deterrent Effects of Arrests and Imprisonment in the United States, 1960-1977
title: Archival Version

description: Emerging from the tradition of econometric models of deterrence and crime, this study attempts to improve estimates of how crime rates are affected by the apprehension and punishment of persons charged with criminal activity. These data are contained in two files: Part 1, State Data, consists of a panel of observations from each of the 50 states and contains information on crime rates, clearance rates, length of time served, probability of imprisonment, socioeconomic factors such as unemployment rates, population levels, and income levels, and state and local expenditures for police protection. Part 2, SMSA Data, consists of a panel of 77 SMSAs and contains information on crime rates, clearance rates, length of time served, probability of imprisonment, socioeconomic factors such as employment rates, population levels, and income levels, and taxation and expenditure information.
description: Datasets: DS0: Study-Level Files DS1: State Data DS2: SMSA Data
DOI: 10.15468/dl.k4xu79
title: Occurrence Download

description: A dataset containing 46214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "TaxonKey is Quercus canariensis Willd."
 ]
}

 The dataset includes 46214 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022819-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf597m
title: Occurrence Download

description: A dataset containing 372203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Circus pygargus (Linnaeus, 1758)"
 ]
}

 The dataset includes 372203 records from 1427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022789-250127130748423/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.30948659
title: Data for "Echo chambers are defined by conflict, not isolation"

description: This database provides the code and data used for a study into the debate on Black Pete ("Zwarte Pete") in the Netherlands from 4th of December 2017 until 7th of May 2019. Due to the sensitive character of this data (relating to political beliefs), we only share tweet-ids and the mention sentiment (positive, negative, ambiguous) expresses towards the mentioned user in each tweet. We derived this sentiment with a fastText machine learning model, which we will not share in line with ethical guidelines. The article with details on the classification will be published in Sociological Science.
DOI: 10.6084/m9.figshare.30948659.v1
title: Data for "Echo chambers are defined by conflict, not isolation"

description: This database provides the code and data used for a study into the debate on Black Pete ("Zwarte Pete") in the Netherlands from 4th of December 2017 until 7th of May 2019. Due to the sensitive character of this data (relating to political beliefs), we only share tweet-ids and the mention sentiment (positive, negative, ambiguous) expresses towards the mentioned user in each tweet. We derived this sentiment with a fastText machine learning model, which we will not share in line with ethical guidelines. The article with details on the classification will be published in Sociological Science.
DOI: 10.15468/4h4t69
title: Taxonomic revision of the Carebara oni species group, with descriptions of two new species from Vietnam (Hymenoptera, Formicidae, Myrmicinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Matsuura, Kohei, Hosoishi, Shingo, Pham, Hong Thai (2025): Taxonomic revision of the Carebara oni species group, with descriptions of two new species from Vietnam (Hymenoptera, Formicidae, Myrmicinae). Deutsche Entomologische Zeitschrift 72 (2): 377-393, DOI: 10.3897/dez.72.171173AbstractThe myrmicine genus Carebara is comprised of subterranean ants mainly distributed in tropical and subtropical regions. Based on morphological characters found in the major and minor worker subcastes, we established that the Carebara oni species group is comprised of three species: C. eguchii sp. nov., C. bifida sp. nov., and C. oni (Terayama). The two new species were collected from Mt. Phansipan and Cuc Phuong National Park, respectively, in northern Vietnam. Members of this species group are distinguished from other congeners by the massive mesosoma in major workers, the pronounced median clypeal projections in minor workers, and the nine-segmented antennae and six-toothed mandibles in both worker subcastes. Herein, we describe the new species, provide diagnostic characters for the species group, and present a worker-based identification key to species.
DOI: 10.15468/fexnua
title: Description of two new species of Psilochasmus Lühe, 1909 (Digenea, Psilostomidae), with remarks on the diversity of the genus and a key to its species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Achatz, Tyler J., Morton, Lauren B., Orlofske, Sarah A., Brant, Sara V., Montes, Martin M., Bondone, Federico, Tkach, Vasyl V. (2025): Description of two new species of Psilochasmus Lühe, 1909 (Digenea, Psilostomidae), with remarks on the diversity of the genus and a key to its species. ZooKeys 1254: 149-170, DOI: 10.3897/zookeys.1254.162728AbstractPsilochasmus Lühe, 1909 is a small genus of psilostomid digeneans parasitic in birds and characterized by the presence of a retractable tail-like structure at the posterior end of the body. Despite its low diversity, the taxonomic history of the genus is tumultuous, with opinions varying from recognizing only a single species to 11 nominal species. In this study, newly generated and previously available sequences of nuclear ribosomal DNA operon (ITS 1 + 5.8S + ITS 2; 28 S) and partial NADH dehydrogenase (nad 1) mtDNA gene sequences of Psilochasmus spp. from Europe (Palearctic), North America (Nearctic) and South America (Neotropics) were used to assess the diversity of Psilochasmus spp. and explore the phylogenetic interrelationships among members of genus and to distinguish between species. Based on combined morphological and molecular data, descriptions of two new Psilochasmus species from Europe and North America, Psilochasmus slavaukrainii sp. nov. and Psilochasmus urbeni sp. nov., are provided, as well as the first morphological description of P. oxyurus specimens linked to DNA sequence data. In addition, a key to the identification of Psilochasmus spp. recognized as a result of this study has been constructed.
DOI: 10.15468/dl.56yuyv
title: Occurrence Download

description: A dataset listing the 260 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((29.81917 -27.48997,29.81404 -27.4974,29.80694 -27.52779,29.80673 -27.53354,29.81086 -27.56213,29.81965 -27.57838,29.81925 -27.581,29.82112 -27.58815,29.82264 -27.60202,29.82737 -27.612,29.82755 -27.61271,29.82808 -27.61379,29.8282 -27.61374,29.83448 -27.62701,29.8383 -27.63103,29.83876 -27.63196,29.85136 -27.64481,29.85413 -27.64773,29.85435 -27.64785,29.85855 -27.65213,29.88412 -27.66623,29.91323 -27.67302,29.9403 -27.672,29.94246 -27.6721,29.95909 -27.66836,29.97819 -27.67675,30.0126 -27.68028,30.04633 -27.67327,30.07543 -27.65655,30.09649 -27.63208,30.10555 -27.61666,30.10604 -27.61581,30.10853 -27.61145,30.11034 -27.60845,30.11167 -27.60617,30.11224 -27.60515,30.12061 -27.59089,30.13048 -27.56528,30.13137 -27.5382,30.12321 -27.51212,30.10673 -27.48937,30.08342 -27.472,30.08091 -27.47064,30.06985 -27.46451,30.06776 -27.46338,30.06511 -27.46199,30.06457 -27.46156,30.05249 -27.44616,30.02506 -27.42851,30.00919 -27.42431,30.00417 -27.42076,29.97159 -27.41089,29.9372 -27.41134,29.93127 -27.41331,29.92997 -27.41326,29.90181 -27.41965,29.89593 -27.42182,29.87031 -27.43556,29.8645 -27.44132,29.85615 -27.44593,29.84957 -27.4534,29.83095 -27.4692,29.81917 -27.48997))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Plantae, Tracheophyta)"
 ]
}

 The dataset's 260 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018474-241107131044228/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.27811290
title: data_code.zip

description: this study proposes a novel Multimodal Historical Street Identification Network (MHSI-Net) that integrates street-related semantics to identify streets from specific construction periods in historical maps. It comprises three primary modules: multimodal representation learning, multimodal interactive fusion, and an interpretable attention-enhanced method. These modules are designed to extract features of street morphology from street images and network structure from street graph, facilitate cross-scale semantic fusion and capture local-global connections, and ultimately improve identification accuracy and interpretability.
DOI: 10.6084/m9.figshare.27811290.v2
title: data_code.zip

description: this study proposes a novel Multimodal Historical Street Identification Network (MHSI-Net) that integrates street-related semantics to identify streets from specific construction periods in historical maps. It comprises three primary modules: multimodal representation learning, multimodal interactive fusion, and an interpretable attention-enhanced method. These modules are designed to extract features of street morphology from street images and network structure from street graph, facilitate cross-scale semantic fusion and capture local-global connections, and ultimately improve identification accuracy and interpretability.
DOI: 10.6084/m9.figshare.27811290.v1
title: data_code.zip

description: this study proposes a novel Multimodal Historical Street Identification Network (MHSI-Net) that integrates street-related semantics to identify streets from specific construction periods in historical maps. It comprises three primary modules: multimodal representation learning, multimodal interactive fusion, and an interpretable attention-enhanced method. These modules are designed to extract features of street morphology from street images and network structure from street graph, facilitate cross-scale semantic fusion and capture local-global connections, and ultimately improve identification accuracy and interpretability.
DOI: 10.6084/m9.figshare.27325698
title: Dataset of Reinforcement and Width Estimation in GMAW Weld Bead Process

description: In the first CSV file, named 'data.csv', the first columns describe the timestamp of the acquisition in hour:minute:second miliseconds format starting from the hour the experiment was registered, a Boolean flag for when Arc is open or closed, the position of the torch in mm, its speed in mm/s, voltage in Volts, current in Amperes, and wire-feed speed in m/min. The follow columns are the pixels of the thermographic image, with each row corresponding to a different measurement and a different image. This way, each column starting from "1x1" column represents the XY axes pixel values. The second CSV file, named 'scan.csv', contains 181 columns. The first 2 columns are related to the values of calibration of height and width of each pixel in the image. The follow three columns are the position of the sample, the width and the reinforcement. The remaining rows contain the measured pixels from the laser beam line. Each row corresponds to a different measurement and a different position of scanning. The data.cnf file contains essential information about the test parameters under which the data, later recorded in data.csv, was collected. Meanwhile, the data.stm file stores the sequence of stimuli transmitted to the welding source during the experiment. In this file, it is possible to see four lines of information regarding the steps of the experiment. The first number in each line is the step identification, followed by Welding Speed(mm/s), Welding Voltage(V), Wire feed speed (m/min) and Arc status (boolean). Both of these files are used in the Thermo Data Welding software. The met-data.dat file has the data regarding the profile of penetration as seen in a macrograpric analysis. It is composed by two rows: The first one is related to the data processing configuration values such as height in the left side (mm), height in the right side (mm), total length of the part (mm), pixels for the gausian filter, pixel thresholds and pixel cleaning kernel. The following row has the data for the penetration profile itself in an array.
DOI: 10.6084/m9.figshare.27325698.v1
title: Dataset of Reinforcement and Width Estimation in GMAW Weld Bead Process

description: In the first CSV file, named 'data.csv', the first columns describe the timestamp of the acquisition in hour:minute:second miliseconds format starting from the hour the experiment was registered, a Boolean flag for when Arc is open or closed, the position of the torch in mm, its speed in mm/s, voltage in Volts, current in Amperes, and wire-feed speed in m/min. The follow columns are the pixels of the thermographic image, with each row corresponding to a different measurement and a different image. This way, each column starting from "1x1" column represents the XY axes pixel values. The second CSV file, named 'scan.csv', contains 181 columns. The first 2 columns are related to the values of calibration of height and width of each pixel in the image. The follow three columns are the position of the sample, the width and the reinforcement. The remaining rows contain the measured pixels from the laser beam line. Each row corresponds to a different measurement and a different position of scanning. The data.cnf file contains essential information about the test parameters under which the data, later recorded in data.csv, was collected. Meanwhile, the data.stm file stores the sequence of stimuli transmitted to the welding source during the experiment. In this file, it is possible to see four lines of information regarding the steps of the experiment. The first number in each line is the step identification, followed by Welding Speed(mm/s), Welding Voltage(V), Wire feed speed (m/min) and Arc status (boolean). Both of these files are used in the Thermo Data Welding software. The met-data.dat file has the data regarding the profile of penetration as seen in a macrograpric analysis. It is composed by two rows: The first one is related to the data processing configuration values such as height in the left side (mm), height in the right side (mm), total length of the part (mm), pixels for the gausian filter, pixel thresholds and pixel cleaning kernel. The following row has the data for the penetration profile itself in an array.
DOI: 10.15468/dl.q2jjpc
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "DwcaExtension is http://rs.tdwg.org/ac/terms/Multimedia",
 "OccurrenceStatus is Present",
 "Year 2021-2024"
 ]
}

 The dataset includes 232 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018480-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84swnn
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lorostema Motschulsky, 1865"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018481-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxu62n
title: Occurrence Download

description: A dataset listing the 96 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Romania",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryophyta",
 "Year 2017-2024"
 ]
}

 The dataset's 96 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018476-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmae8q
title: Occurrence Download

description: A dataset containing 21299789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2019-2024"
 ]
}

 The dataset includes 21299789 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018479-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an8ndy
title: Occurrence Download

description: A dataset containing 849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris chrysophylla Howell"
 ]
}

 The dataset includes 849 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254351-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4yedz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus leansanicus Ulbr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263022-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn2kdn
title: Occurrence Download

description: A dataset containing 1350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mexico, Guatemala)",
 "TaxonKey is Alouatta pigra Lawrence, 1933",
 "Year 1950-2023"
 ]
}

 The dataset includes 1350 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263127-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewffhx
title: Occurrence Download

description: A dataset containing 118213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adoxa moschatellina L.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 118213 records from 772 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263119-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5t7zv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astragalus longilobus E.Peter",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263024-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fhdnb
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "TaxonKey is Digitaria insularis (L.) Mez ex Ekman"
 ]
}

 The dataset includes 623 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001641-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vebkc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus rubellus Gontsch."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079158-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpu3dy
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "TaxonKey is Cotoneaster raboutensis Flinck, J.Fryer, Garraud, B.Hylmö & J.Zeller"
 ]
}

 The dataset includes 94 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007833-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99wqtz
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Annona cherimola Mill."
 ]
}

 The dataset includes 120 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001664-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzkh4z
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afrocardium richardi (Audouin, 1826)"
 ]
}

 The dataset includes 483 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053492-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzng2q
title: Occurrence Download

description: A dataset containing 594424 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 594424 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122255-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyyt58
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus rubrifolius V.V.Nikitin ex Kovalevsk."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079168-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.