cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15874218
title: Preliminary Species Data for the INRF Djelfa Herbarium (2025)

description: This dataset provides a preliminary species checklist for the INRF Djelfa Herbarium, Algeria. The herbarium specimen photographs were originally taken in 2016 during a traineeship period, while the species data table was curated and updated in 2025.

The main deposit, INRF_Djelfa_Herbarium_SpeciesData_2025, includes:





INRF_Djelfa_Herbarium_SpeciesTable_v1_2025.csv — a curated table with detailed species records




README — providing additional notes, a full references list, and guidance on how to cite this work



⚠️ The original specimen images are not included in this Zenodo upload due to file size limitations but can be made available upon request for research purposes.

The species table includes the following columns:








Field
Description




ID
Unique identifier for each record


Scientific Name
Accepted Latin name following up-to-date taxonomy (tentative if partially illegible)


Name on Tag
Name exactly as handwritten on the original specimen label


Family
Botanical family name


Vernacular Names
Combined Arabic and Amazigh names, with multiple variants if documented


Source
References for vernacular names (published or oral folk usage); see References in README


Place of Collection
Standardized site name (spelling, capitalization, hyphens/spaces unified for consistency)


Date of Collection
Full date when available; if the day is missing, formatted as MM/YYYY


Collector
Name of the collector, marked as ‘tentative’ if unclear


Notes
Relevant clarifications such as ID uncertainty, incomplete tags, local name context, environment, habitat, or folk usage information






 




Notes are primarily based on handwritten information on specimen tags and sheet inscriptions, with emphasis on scientific naming, collection details, and environmental context. Occasional annotations on local folk usage are included, but such information is relatively limited in this version.

This record is shared to support open-access research on Algerian flora, herbarium-based documentation, and conservation efforts.

Please cite this Zenodo record when using this dataset.
DOI: 10.5281/zenodo.15874219
title: Preliminary Species Data for the INRF Djelfa Herbarium (2025)

description: This dataset provides a preliminary species checklist for the INRF Djelfa Herbarium, Algeria. The herbarium specimen photographs were originally taken in 2016 during a traineeship period, while the species data table was curated and updated in 2025.

The main deposit, INRF_Djelfa_Herbarium_SpeciesData_2025, includes:





INRF_Djelfa_Herbarium_SpeciesTable_v1_2025.csv — a curated table with detailed species records




README — providing additional notes, a full references list, and guidance on how to cite this work



⚠️ The original specimen images are not included in this Zenodo upload due to file size limitations but can be made available upon request for research purposes.

The species table includes the following columns:








Field
Description




ID
Unique identifier for each record


Scientific Name
Accepted Latin name following up-to-date taxonomy (tentative if partially illegible)


Name on Tag
Name exactly as handwritten on the original specimen label


Family
Botanical family name


Vernacular Names
Combined Arabic and Amazigh names, with multiple variants if documented


Source
References for vernacular names (published or oral folk usage); see References in README


Place of Collection
Standardized site name (spelling, capitalization, hyphens/spaces unified for consistency)


Date of Collection
Full date when available; if the day is missing, formatted as MM/YYYY


Collector
Name of the collector, marked as ‘tentative’ if unclear


Notes
Relevant clarifications such as ID uncertainty, incomplete tags, local name context, environment, habitat, or folk usage information






 




Notes are primarily based on handwritten information on specimen tags and sheet inscriptions, with emphasis on scientific naming, collection details, and environmental context. Occasional annotations on local folk usage are included, but such information is relatively limited in this version.

This record is shared to support open-access research on Algerian flora, herbarium-based documentation, and conservation efforts.

Please cite this Zenodo record when using this dataset.
DOI: 10.15468/dl.6arbr7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE2395"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007947-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gup9zz
title: Occurrence Download

description: A dataset containing 53982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vireo gilvus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 53982 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007921-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v5exh
title: Occurrence Download

description: A dataset containing 2980569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vireo gilvus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 2980569 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007922-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5meevp
title: Occurrence Download

description: A dataset containing 11900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus articulatus",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11900 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007948-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmkb44
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago lanceolata",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007950-250711103210423/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.29554217.v1
title: Supplementary Data.zip

description: <b>Context</b><br>Supporting data for the study "<b>Machine Learning and Experimental Validation Reveal Autophagy-Linked Biomarkers in Microvascular Injury after Cardiac Ischemia/Reperfusion</b>". Contains raw/original files for Supplementary Figure 1 and Supplementary Table 1 in the manuscript.<br><br><b>**File Contents**</b> <br>1. `Supplementary Figure 1.tif` <br> - <b>Electrocardiograms (ECGs)​</b>​ from an animal cardiac ischemia-reperfusion model​<b>​Evans blue/TTC staining​</b>​​<b>​Echocardiograms​</b>​​<b>​Indian ink microvascular perfusion staining​</b><br> <br>2. `Supplementary Table 1.docx` <br> -<b>This table contains the qPCR primer sequences presented in the manuscript.</b>
DOI: 10.15468/dl.25brth
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAE2396"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007951-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqrpsu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vireo gilvus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007952-250711103210423/datasets/export for details.
DOI: 10.15468/dl.gv8ekz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.89089815597156 51.95235014274386,103.89134788540956 51.95235014274386,103.89134788540956 51.95279987218186,103.89089815597156 51.95279987218186,103.89089815597156 51.95235014274386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuscuta"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007953-250711103210423/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.29554550
title: "Epistemology of the Social Sciences: The Human as a Limit

description: "This is a theoretical essay submitted as a preprint. It proposes a novel epistemological framework for the evaluation of social systems, integrating material, psychological, and relational dimensions."
DOI: 10.6084/m9.figshare.29554550.v1
title: "Epistemology of the Social Sciences: The Human as a Limit

description: "This is a theoretical essay submitted as a preprint. It proposes a novel epistemological framework for the evaluation of social systems, integrating material, psychological, and relational dimensions."
DOI: 10.15468/dl.zrgxdn
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-57.88823 -27.42227,-56.92642 -27.42227,-56.92642 -26.72918,-57.88823 -26.72918,-57.88823 -27.42227))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 131 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007954-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssp8sq
title: Occurrence Download

description: A dataset containing 500000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is 500,000 plant Specimens from PE Herbarium in China from 1950 to 1999"
 ]
}

 The dataset includes 500000 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007941-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zypk38
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veronica arvensis",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007955-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj8p5z
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vireo gilvus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007956-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.364ues
title: Occurrence Download

description: A dataset containing 4620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Etheostoma fusiforme"
 ]
}

 The dataset includes 4620 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007957-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9ge7w
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Megacormus"
 ]
}

 The dataset includes 65 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007958-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdarsw
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veronica peregrina",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007959-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgj6zp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB2807"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007962-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7juseg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Leiothlypis peregrina)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007963-250711103210423/datasets/export for details.
DOI: 10.15468/dl.2yz9uz
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buxus sempervirens"
 ]
}

 The dataset's 26 records were derived from 1248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007949-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9gqwy
title: Occurrence Download

description: A dataset containing 108612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus glycyphyllos"
 ]
}

 The dataset includes 108612 records from 968 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007896-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/7qyqjo
title: Badanie występowania intencji dobrowolnych odejść pracowniczych w organizacjach

description: W pliku znajduje się baza danych dotycząca występowania intencji dobrowolnych odejść pracowniczych wśród pracowników polskich firm. Poszczególne kolumny zawierają dane demograficzne i zawodowe respondentów oraz ich odpowiedzi na pytania ankiety dotyczące czynników sprzyjających planowaniu odejścia z firmy. Kolejne pytania w ankiecie dotyczyły kryteriów, takich jak:r1 – wynagrodzenie, r2 – satysfakcja z pracy, r3 – poczucie sprawiedliwości, r4 – możliwości awansu, r5 – możliwości rozwoju zawodowego, r6 – wydajność pracy, r7 – warunki pracy, r8 – atmosfera w zespole, r9 – uznanie i nagrody, r10 – relacje z przełożonymi, r11 – stabilność zatrudnienia, r12 – komunikacja w firmie, r13 – równowaga między życiem zawodowym a prywatnym, r14 – niezależność w pracy, r15 – poziom autonomii w pracy, r16 – odpowiedzialność zawodowa, r17 – zaangażowanie w pracę, r18 – możliwość pracy zdalnej, r19 – elastyczne godziny pracy, r20 – poczucie wypalenia zawodowego, r21 – obciążenie pracą, r22 – czas dojazdu do pracy, r23 – uznanie w pracy, r24 – zarządzanie organizacją, r25 – monotonność pracy, r26 – reputacja pracodawcy, r27 – kultura organizacyjna. Każde z tych kryteriów było oceniane przez respondentów na 5-stopniowej skali Likerta. Każdy wiersz (reprezentujący respondenta) opatrzony jest etykietą, którą jest wskazanie, czy pracownik wykazuje intencję odejścia z organizacji (1) czy też nie (0). Baza danych składa się z odpowiedzi 1030 respondentów. Jest ona w formacie xlsx. Umożliwia ona na przykład tworzenie modeli predykcyjnych opartych na uczeniu maszynowym czy dany pracownik jest zagrożony wystąpieniem dobrowolnego odejścia pracowniczego. Z danymi najlepiej pracować z wykorzystaniem oprogramowania, takiego np. jak Python lub R.
DOI: 10.17909/ymmx-c968
title: HD60435 Contemporaneous with SALT
DOI: 10.60629/tt59-4h06
title: Data set for the article Common Grounds. Life and Ethnography on the Mobius Strip

description: <p>The data presented here was generated during fieldwork conducted as part of the research project &#34;Pomiędzy prekaryjnością a prestiżem. Praca migrantów w branży tanecznej w dobie kryzysu.&#34;, number 2021/40/C/HS3/00086, and underwent significant processing before publication in Ethnologia Europaea 53(1). </p>
DOI: 10.15468/dl.ws4nhz
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Occurrence evidence, Living Specimen)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lefroyothrips lefroyi"
 ]
}

 The dataset includes 94 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060188-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft665a
title: Occurrence Download

description: A dataset containing 3219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis aureus",
 "MediaType is Image"
 ]
}

 The dataset includes 3219 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060189-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16528927
title: Survey Insight Perplexity_Gemini

description: Dataset for Research Paper

A Comparative Analysis Using System Usability Scale For Answering Inferential QuestionThat will be published on iceeie Conference 2025https://iceeie.um.ac.id
DOI: 10.5281/zenodo.16528928
title: Survey Insight Perplexity_Gemini

description: Dataset for Research Paper

A Comparative Analysis Using System Usability Scale For Answering Inferential QuestionThat will be published on iceeie Conference 2025https://iceeie.um.ac.id