cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.64aasv
title: Occurrence Download

description: A dataset containing 608049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 608049 records from 583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015893-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/rc23-9b12
title: COMARUM SO pollen surface sample dataset

description: Raw data for the COMARUM SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/abef-qb22
title: KARRA pollen surface sample dataset

description: Raw data for the KARRA pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/8g8q-nz81
title: JOHANNES IVERSEN SO pollen surface sample dataset

description: Raw data for the JOHANNES IVERSEN SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.17632/srkp2j4v93.2
title: A Dataset for the Classification of Different Kurdish Dialects

description: Kurdish is an Indo-Iranian language that is largely spoken by people of Kurdish descent in the countries of Turkey, Iraq, Iran, and Syria. It contains a number of regional dialects, the most common of which is Northern Kurdish (also known as Kurmanji or Badini), while Central Kurdish (also known as Sorani) is spoken in some regions of Iraq and Iran. A unique Kurdish dialect, Hawrami, often referred to as Gorani, is the primary language spoken in the Hawraman area, which spans portions of western Iran and northeastern Iraq. Despite the fact that the dialects have separate pronunciations, vocabularies, and certain grammatical distinctions, they share a common core. In spite of the difficulties, the Kurdish language continues to be an essential component of Kurdish identity and cultural legacy. It plays an essential role in the protection and promotion of the distinct cultural identity of the Kurdish people.

The concepts of language and dialect recognition are intricately interconnected within the fields of linguistics and natural language processing. Having a good dataset for Kurdish dialect recognition improves identification and classification, natural language processing applications for Kurdish, preservation of Kurdish linguistic heritage, cultural insights, customized content and services for users, empowerment of local businesses, and a benchmark for evaluating dialect recognition systems.

The presented dataset was gathered by numerous members of the University of Halabja's Computer Science Department's teaching staff over the course of several months. During each stage of the data collecting process, the established policies, procedures, and guidelines were adhered to. This included taking into consideration the ages as well as the genders of the speakers who were included in the dataset. The recordings are taken from a variety of TV programmes and TV interviews that were broadcast on Speda tv, NRT, and GK Sat. There were 2000 instances of the Sorani dialect, 2000 examples of the Badini dialect, and 2000 examples of the Hawrami dialect. The total duration of this dataset is 6000 s, and the duration of each sample is precisely one second.

The dataset labeling procedure that has been suggested consists of two consecutive stages. Initially, it is necessary to categorize the distinct sounds of each dialect, namely Sorani, Badini, and Hawrami, into different directories. Following this, it is recommended that the files included inside these folders be systematically labeled from 1 to 2000, according to the prescribed scheme: for Sorani files, the labels should range from s1 to s2000; for Badini files, the labels should range from b1 to b2000; and for Hawrami files, the labels should range from h1 to h2000.
DOI: 10.15468/dl.mujm26
title: Occurrence Download

description: A dataset containing 143 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 Protoribates Berlese, 1908",
 "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 143 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015926-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/d6va-pq53
title: TERTE LAKE A pollen surface sample dataset

description: Raw data for the TERTE LAKE A pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.17632/9zy2h6tnjw.1
title: Supplementary Table 3: Results of WoE and FR

description: The calculation results of Weight of Evidence (WoE) and Frequency Ratio (FR) for the factors Land Use/Land Cover (LULC), Soil Type (STy), and Soil Texture (STe) were obtained using manual classification methods.
DOI: 10.21233/n16f-5h91
title: SARDLUP QUQU pollen surface sample dataset

description: Raw data for the SARDLUP QUQU pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.17632/xj843tpnk4.1
title: Targeted deletion of FGF23 in adipocytes rescues metabolic dysregulation of diet-induced obesity in female mice

description: Supplementary data
DOI: 10.21233/bsae-pm82
title: ANGMAGSSALIK pollen surface sample dataset

description: Raw data for the ANGMAGSSALIK pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/3r4p-5803
title: SERMERIUT B pollen surface sample dataset

description: Raw data for the SERMERIUT B pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/07r5-8q09
title: HUGIN SO pollen surface sample dataset

description: Raw data for the HUGIN SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/h48j-d179
title: POTAMOGETON SO pollen surface sample dataset

description: Raw data for the POTAMOGETON SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/jmmw-7a53
title: BRAMGAS SO pollen surface sample dataset

description: Raw data for the BRAMGAS SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/gnx9-mk81
title: MUNIN SO pollen surface sample dataset

description: Raw data for the MUNIN SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.gqy6k6
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.5.215_2",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015927-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s3jwa
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nematistius pectoralis Gill, 1862"
 ]
}

 The dataset includes 386 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015928-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/bdg3-dn64
title: PETERS BUGT SO pollen surface sample dataset

description: Raw data for the PETERS BUGT SO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/1k8j-7292
title: RUNDESO pollen surface sample dataset

description: Raw data for the RUNDESO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.c6wcug
title: Occurrence Download

description: A dataset containing 95 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 Chamobates borealis (Trägårdh, 1902)",
 "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 95 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015930-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bnsfv
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nematistius pectoralis Gill, 1862"
 ]
}

 The dataset includes 386 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015929-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/lyvxmy
title: Bank Account Structure and Couples’ Relationship Dynamics Study 1, 2017

description: 230 male–female couples (460 individuals) were recruited via social media, Craigslist, word-of-mouth at bridal shows, wedding blogs, and mailing letters to customers on a jeweler’s mailing list for a 2-year longitudinal study examining the transition to marriage. To be eligible, both partners had to be entering their first marriage and currently be either (1) engaged to be married or (2) married for less than 1 year. The couple had to consist of one male and one female and be currently living in the United States. They were also required to have entirely separate bank accounts at study entry, a requirement they were unaware of when completing the screener. On average, partners had known each other for 5 years and were romantically involved for 3 years. Ten percent of couples had children. Partners’ median age was 28 (range: 18–58), and the median household income was $50,000 (range: $0–$450,000); 52% had earned at least a bachelor’s degree, and 74% identified as White or Caucasian. After completing the intake survey, couples were assigned to one of three bank account structure conditions. In the Separate Condition, couples were told to continue using separate checking and savings accounts. In the Joint Condition, couples were told to open and only use joint checking and/or savings account(s). In the No-Intervention Condition, couples were told that they could manage their money however they liked. Across all three conditions, participants independently completed 5 follow-up assessments over the course of the study: 3, 6, 9, 12, and 24 months after the intake survey. The surveys contained a variety of measures commonly used in relationships research (e.g., Couples Satisfaction Index, Funk and Rogge, 2007), as well as many measures assessing the couples' finances and financial attitudes (e.g., Financial Harmony Scale, Rick, Small, and Finkel, 2011). This research was approved by The University of Michigan’s Institutional Review Board (# HUM00058917).
DOI: 10.21233/p2z9-7126
title: LANGESO pollen surface sample dataset

description: Raw data for the LANGESO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15139/s3/uoxdlp
title: Bank Account Structure and Couples’ Relationship Dynamics Study 2, 2022

description: 507 participants who identified as married and living in the United States were recruited from Prolific for this online study investigating the effect of bank account structure on relationship quality. The majority of participants were in different-gender couples (94.8%). Participants had been married an average of 15 years (range: less than 1 month to 55 years) and 70% had children. Participants’ median age was 40 (range: 21–78), and the median household income was $84,000 (range: $2,000–$1,300,000); 68% had earned at least a bachelor’s degree, and 85% identified as White or Caucasian. Refer to the OSF link under "Related Material" for additional descriptive statistics. Participants completed a 10-minute online survey about themselves, their marriage, and their finances. In randomized order, participants reported: whether they and their spouse had completely separate, partially merged, or completely merged checking and/or savings account(s); financial harmony; theirs and their spouse's communal and exchange norm adherence; financial communality within the marriage; financial goal alignment, transparency, and conversation frequency. This research was approved by Indiana University’s Institutional Review Board (# 1707369558).
DOI: 10.21233/w120-m667
title: QUQERTAT pollen surface sample dataset

description: Raw data for the QUQERTAT pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/7kxh-em19
title: SOMMERSO pollen surface sample dataset

description: Raw data for the SOMMERSO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/ejxj-8y75
title: KLARESO pollen surface sample dataset

description: Raw data for the KLARESO pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/hqt6-sb16
title: HOU1 pollen surface sample dataset

description: Raw data for the HOU1 pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/m8a5-7j48
title: HOU2 pollen surface sample dataset

description: Raw data for the HOU2 pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/38yg-a562
title: HOU3 pollen surface sample dataset

description: Raw data for the HOU3 pollen surface sample dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.6084/m9.figshare.18415925.v1
title: Diversity of spatiotemporal coding reveals specialized visual processing streams in the mouse cortex

description: Here provides the datasets and code files for evaluating and re-producing results in Han et al., Nat Comm, 2022.
https://rdcu.be/cO33Q 
https://doi.org/10.1038/s41467-022-29656-z
<br>
Dataset-meta combines datasets 1-3 for multi-variant analysis of the tuning for spatiotemporal frequency and orientation.
<br>
These datasets include the calcium time courses, trial-averaged responses and tuning parameters of 89,377 L2/3 excitatory neurons in eight visual cortical areas in awake mice (Thy1-Gcamp6s, GP4.12).
<br>
Dataset 1 and 2 include neurons' responses to isotropic and anisotropic stimuli respectively, which were used for spatiotemporal tuning analysis.
Dataset 3 includes neurons' responses to stimuli of different spatial elongation, which were used for length/orientation tuning analysis.<br>

<br>
Timecourse_datasets contain the raw calcium time courses of cells, from which dataset1-3 were derived.<br>

<br>
Code file includes codes to (1) generate visual noise stimuli (2) parse the datasets and perform tuning analysis, clustering and tsne analysis.
<br>
DOI: 10.15468/dl.hsfh3u
title: Occurrence Download

description: A dataset containing 215 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 Chamobates cuspidatus (Michael, 1884)",
 "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 215 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015931-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/0dry-kx15
title: Colander Cave vertebrate fauna dataset

description: Raw data for the Colander Cave vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/yn6j-zq83
title: Lawyers Cave (Phalanges Phreatic Tube) vertebrate fauna dataset

description: Raw data for the Lawyers Cave (Phalanges Phreatic Tube) vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.17632/yms4s58gbb.1
title: Polar metabolite analysis of seafood samples by LC-MS/MS analysis

description: Raw data of LC-MS/MS analysis of research article "Metabolomic Characterisation and Key Flavour Profiles of Prawn, Scallop, Squid, Barramundi, Salmon, Snapper, and Tuna". Data of prawn, scallop, squid, barramundi, salmon, snapper, and tuna samples are provided here in their corresponding folders. Data of Pool Biological Quality Control (PBQC), generated by combining aliquotes of extracts of the samples, are also included.
DOI: 10.21233/fze2-9t90
title: Hole 52 vertebrate fauna dataset

description: Raw data for the Hole 52 vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.17632/w2rfvyx74r.1
title: Mendeley Supplemental Table 1

description: Mendeley Supplemental Table 1
DOI: 10.21233/mxe2-0516
title: Succor Creek flora, Watersnake locality pollen dataset

description: Raw data for the Succor Creek flora, Watersnake locality pollen dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/cqxg-jj52
title: El Cristal pollen dataset

description: Raw data for the El Cristal pollen dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/3e22-mt75
title: Ursus Cave (EcSr-47) vertebrate fauna dataset

description: Raw data for the Ursus Cave (EcSr-47) vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/pjte-1q41
title: Kya-wah-yew Cave (EcSt-2) vertebrate fauna dataset

description: Raw data for the Kya-wah-yew Cave (EcSt-2) vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/wrq3-5886
title: Dreamtime Cave vertebrate fauna dataset

description: Raw data for the Dreamtime Cave vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/9675-8d66
title: Grad Cave vertebrate fauna dataset

description: Raw data for the Grad Cave vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.y54yyb
title: Occurrence Download

description: A dataset containing 153 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 Eupelops torulosus (Koch, 1839)",
 "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 153 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015932-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/kbf9-xa44
title: Gooseberry Cave vertebrate fauna dataset

description: Raw data for the Gooseberry Cave vertebrate fauna dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.21233/7np1-zg92
title: Lindenfenn pollen dataset

description: Raw data for the Lindenfenn pollen dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.pfj3fw
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colostethus mertensi (Cochran & Goin, 1964)"
 ]
}

 The dataset includes 84 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015935-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10951773
title: Racial and Identity Profiling Act (RIPA) Appendix Tables 2024

description: This record includes the 2024 Appendix Tables from the 2023 Racial and Identity Profiling Act (RIPA) Board Report. These tables provide statistical analyses and summaries related to RIPA stop data collected across California for 2022. The tables offer insights into police encounters, including demographic breakdowns of individuals stopped, reasons for stops, search and arrest rates, and other outcomes based on identity characteristics. The data is in Excel format.
DOI: 10.5281/zenodo.10951774
title: Racial and Identity Profiling Act (RIPA) Appendix Tables 2024

description: This record includes the 2024 Appendix Tables from the 2023 Racial and Identity Profiling Act (RIPA) Board Report. These tables provide statistical analyses and summaries related to RIPA stop data collected across California for 2022. The tables offer insights into police encounters, including demographic breakdowns of individuals stopped, reasons for stops, search and arrest rates, and other outcomes based on identity characteristics. The data is in Excel format.
DOI: 10.15468/dl.2wkbg9
title: Occurrence Download

description: A dataset containing 279 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 Galumna lanceata (Oudemans, 1900)",
 "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 279 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015936-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11211708
title: Redding Police Department Hate Crime Incidents Report 2022-2023

description: This dataset, provided by the Redding Police Department in response to a Public Records Act request, contains information on reported hate crime incidents. It includes data from both 2022 and 2023. Due to changes in state reporting requirements, the format for collecting hate crime data was altered during this period. As a result, the 2022 data was not initially available in spreadsheet form and was manually added to the dataset for consistency with the 2023 data.

The dataset includes information on the nature of the hate crime incidents and relevant demographic details of the involved parties. It is formatted in Excel.