cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aw4xvf
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Muscicapa epulata (Cassin, 1855)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 670 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082251-250525065834625/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.29310668.v25
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.6084/m9.figshare.29367305.v19
title: Syllogistic reasoning pdf v1-2-3-4 NEW

description: Logic and being
DOI: 10.15468/dl.ssgcuq
title: Occurrence Download

description: A dataset containing 5923 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",
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "Year 1901-2025"
 ]
}

 The dataset includes 5923 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082250-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckr6v4
title: Occurrence Download

description: A dataset containing 575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Muscicapa gambagae (Alexander, 1901)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 575 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082252-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4b4xc
title: Occurrence Download

description: A dataset containing 1478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is Bryophyta",
 "GadmGid is ETH"
 ]
}

 The dataset includes 1478 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082253-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qdraz
title: Occurrence Download

description: A dataset listing the 315489 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidoptera"
 ]
}

 The dataset's 315489 records were derived from 11160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082244-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15159/phytop.125
title: Parika

description: Phytoplankton biomass, diversity and abundance in samples collected from Lake Parika during the period 1953-1996.
DOI: 10.15468/dl.2m9x2w
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hadogenes hahni (Peters, 1862))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 96 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012395-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15180662
title: Health Facilities in Malawi

description: This is a dataset of health facilities in Malawi created by combining coordinates from Malawi Health Facility Registry (https://zipatala.health.gov.mw/ ) for Malawi and those from DHIS2. In this dataset, we excluded district and central hospitals together with facilities that have user fees.
DOI: 10.5281/zenodo.15180663
title: Health Facilities in Malawi

description: This is a dataset of health facilities in Malawi created by combining coordinates from Malawi Health Facility Registry (https://zipatala.health.gov.mw/ ) for Malawi and those from DHIS2. In this dataset, we excluded district and central hospitals together with facilities that have user fees.
DOI: 10.15468/dl.pyy47f
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linnaea borealis L.",
 "Geometry POLYGON((-4.47763888888889 56.7401388888889, -2.79986111111111 56.7401388888889, -2.79986111111111 57.4134722222222, -4.47763888888889 57.4134722222222, -4.47763888888889 56.7401388888889))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 627 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012400-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6dfz46vh7w.1
title: Machine-learning-for-lactating-performance

description: This upload contains the dataset and code for the article "Harnessing Advanced Machine Learning Models for Precision Prediction of Lactation Performance and Health Risks in Large Dairy Herds". Includes:

Dataset: 5 years of records (19,798 cows) with milk yield, health events, environmental data, and dietary details.

Code: Python/R scripts for preprocessing, regression/classification models (RF, XGBoost), SHAP analysis, and visualizations.
DOI: 10.17632/zrc6jm2jsd.1
title: Tracing Sediment Source from the Nangqian Basin in the Eastern Tibetan Plateau Using Detrital Zircons: Insight into River and Paleoclimate Evolution

description: Table S1.The zircon U-Pb age data set is derived from detrital zircons within sediments of different periods in the Nangqian Basin, located in the upper reaches of the Mekong River.
DOI: 10.5281/zenodo.15020577
title: Geosocial Media's Perspective on Energy: A Text Classification Approach using Natural Language Processing

description: This repository contains the code, datasets and supplementary materials used in the study "Geosocial Media’s Perspective on Energy: A Text Classification Approach using Natural Language Processing". The aim of the study was to examine public opinion on fossil fuels, nuclear energy, and renewable sources (solar and wind) using Twitter ("X") data and natural language processing techniques. The following materials are included:



Labeled Tweet datasets ("labeled_datasets.zip"): Manually labeled samples for each energy source, used to train and validate NLP models. Tweets are labeled as "in favor", "against", "neither", or "irrelevant" based on their stance towards the given energy topic.

Labeled validation datasets ("labeled_validationsets.zip"): Subsets of the annotated tweets reserved for model evaluation. These were used to benchmark BERTweet and GPT model performance in stance detection.

Interactive HTML maps ("html visualisations.zip"): Visual representations of tweet relevance and stance over time and space, including associated word clouds that highlight frequently used terms. These tools allow users to explore how public opinion has evolved across regions and events.

geo_dicts.zip and world-administrative-boundaries.zip: These files contain necessary geographic data for location tagging and administrative boundary assignment.

code.ipynb: The Jupyter notebook that demonstrates the analysis workflow.


NB: The restricted-access code to the full Twitter datasets is also needed to execute code.ipynb in its entirety. You can request access via this Zenodo link.
DOI: 10.5281/zenodo.15020578
title: Geosocial Media's Perspective on Energy: A Text Classification Approach using Natural Language Processing

description: This repository contains the code, datasets and supplementary materials used in the study "Geosocial Media’s Perspective on Energy: A Text Classification Approach using Natural Language Processing". The aim of the study was to examine public opinion on fossil fuels, nuclear energy, and renewable sources (solar and wind) using Twitter ("X") data and natural language processing techniques. The following materials are included:



Labeled Tweet datasets ("labeled_datasets.zip"): Manually labeled samples for each energy source, used to train and validate NLP models. Tweets are labeled as "in favor", "against", "neither", or "irrelevant" based on their stance towards the given energy topic.

Labeled validation datasets ("labeled_validationsets.zip"): Subsets of the annotated tweets reserved for model evaluation. These were used to benchmark BERTweet and GPT model performance in stance detection.

Interactive HTML maps ("html visualisations.zip"): Visual representations of tweet relevance and stance over time and space, including associated word clouds that highlight frequently used terms. These tools allow users to explore how public opinion has evolved across regions and events.

geo_dicts.zip and world-administrative-boundaries.zip: These files contain necessary geographic data for location tagging and administrative boundary assignment.

code.ipynb: The Jupyter notebook that demonstrates the analysis workflow.


NB: The restricted-access code to the full Twitter datasets is also needed to execute code.ipynb in its entirety. You can request access via this Zenodo link.
DOI: 10.17632/rf2rwxpnpx.1
title: Education of nursing care robots

description: This is the result of the questionnaire survey of 7 students from a nursing care course in Japan after they experienced nursing care robots to understand their advantages and disadvantages.
DOI: 10.17632/rf2rwxpnpx.2
title: Education of nursing care robots

description: This is the result of the questionnaire survey of 7 students from a nursing care course in Japan after they experienced nursing care robots to understand their advantages and disadvantages.
DOI: 10.15468/dl.pmjpjb
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hadogenes hahni (Peters, 1862))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 96 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012398-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15084293
title: Geosocial Media's Perspective on Energy: A Text Classification Approach using Natural Language Processing

description: This repository contains the restricted access Tweet datasets used in the study "Geosocial Media’s Perspective on Energy: A Text Classification Approach using Natural Language Processing". The aim of the study was to examine public opinion on fossil fuels, nuclear energy, and renewable sources (solar and wind) using Twitter data and natural language processing techniques. The following materials are included:



Raw Tweet datasets ("Twitter_API_datasets.zip"): Three separate CSV files containing English-language tweets related to fossil energy, nuclear energy, and solar & wind energy, collected using the Twitter Academic Research API v2. Each dataset spans a different time range depending on data availability.


Note:These restricted-access Tweet datasets are required to fully execute the analysis provided in the public Zenodo repository, which contains the code, labeled datasets, interactive maps, and supplementary materials used in the study. Users may request access to these raw Twitter datasets here to replicate and validate the study’s findings.
DOI: 10.5281/zenodo.15084294
title: Geosocial Media's Perspective on Energy: A Text Classification Approach using Natural Language Processing

description: This repository contains the restricted access Tweet datasets used in the study "Geosocial Media’s Perspective on Energy: A Text Classification Approach using Natural Language Processing". The aim of the study was to examine public opinion on fossil fuels, nuclear energy, and renewable sources (solar and wind) using Twitter data and natural language processing techniques. The following materials are included:



Raw Tweet datasets ("Twitter_API_datasets.zip"): Three separate CSV files containing English-language tweets related to fossil energy, nuclear energy, and solar & wind energy, collected using the Twitter Academic Research API v2. Each dataset spans a different time range depending on data availability.


Note:These restricted-access Tweet datasets are required to fully execute the analysis provided in the public Zenodo repository, which contains the code, labeled datasets, interactive maps, and supplementary materials used in the study. Users may request access to these raw Twitter datasets here to replicate and validate the study’s findings.
DOI: 10.17632/8c4vk794tn
title: The Global Trends in Research on Foreign Investment Attraction from 2014 to 2023

description: Data The Global Trends in Research on Foreign Investment Attraction from 2014 to 2023
DOI: 10.17632/8c4vk794tn.1
title: The Global Trends in Research on Foreign Investment Attraction from 2014 to 2023

description: Data The Global Trends in Research on Foreign Investment Attraction from 2014 to 2023
DOI: 10.25549/inscriptifact-ouc111354953
title: List, PNN, KTU 4.695

description: [Text Description:] Ugaritic Tablet KTU 4.695 ❧ [Text or Publication Number Note:] KTU 4.695; KTU2 4.695; KTU3 4.695; CTU 4.695; CAT 4.695; RS 20.198 A ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.25549/inscriptifact-ouc111116103
title: Temple administrative record, UT 1599-15

description: [Text Description:] Temple administrative record. ❧ [Text or Publication Number Note:] UT 1599-15 ❧ [Excavation Description:] Jokha ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Square clay tablet, pink-orange color with black spots on obverse. LABEL: "1599" in black ink, "15" in red ink. 4.5 x 4cm. ❧ [Physical Object Note:] Reign of Amar-Sin, third dynastic king.
DOI: 10.15468/dl.4z0sto
title: Occurrence Download

description: A dataset containing 17969383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 2000-2020",
 "Geometry POLYGON((-125.04639 44.74673,-114.93896 44.74673,-114.93896 49.46812,-125.04639 49.46812,-125.04639 44.74673))",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17969383 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001995-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111354838
title: List, PNN, KTU 4.687

description: [Text Description:] Ugaritic Tablet KTU 4.687 ❧ [Text or Publication Number Note:] KTU 4.687; KTU2 4.687; KTU3 4.687; CTU 4.687; CAT 4.687; RS 20.002; DO 5265 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.15468/dl.zsdesy
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is false",
 "Year 1950-2019",
 "TaxonKey is Saguinus oedipus (Linnaeus, 1758)"
 ]
}

 The dataset includes 244 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010494-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111354840
title: List, towns, KTU 4.686

description: [Text Description:] Ugaritic Tablet KTU 4.686 ❧ [Text or Publication Number Note:] KTU 4.686; KTU2 4.686; KTU3 4.686; CTU 4.686; CAT 4.686; RS 19.259 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.25549/inscriptifact-ouc111286994
title: Sherd Inscribed, Hebrew, IAA 1996-3296

description: [Text Description:] hnn… ❧ [Text or Publication Number Note:] IAA 1996-3296, IAA 96-3296 ❧ [Excavation Description:] Found in Jerusalem, City of David ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Incised jar fragment, incised before firing ❧
DOI: 10.15468/dl.qws3bv
title: Occurrence Download

description: A dataset containing 1844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1389.0",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Atractylis cancellata L.",
 "Year 1990-2022"
 ]
}

 The dataset includes 1844 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204800-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111287101
title: Sherd Inscribed, Hebrew, IAA 1996-3296

description: [Text Description:] hnn… ❧ [Text or Publication Number Note:] IAA 1996-3296, IAA 96-3296 ❧ [Excavation Description:] Found in Jerusalem, City of David ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Incised jar fragment, incised before firing ❧
DOI: 10.25549/inscriptifact-ouc111287107
title: Incised jar fragment, IAA 96-3365

description: [Text Description:] yod ❧ [Text or Publication Number Note:] IAA 96-3365 ❧ [Medium:] Clay ❧ [Script Note:] Hebrew ❧ [Physical Object Description:] Incised jar fragment ❧
DOI: 10.15468/dl.wjqs44
title: Occurrence Download

description: A dataset containing 10894 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Claoxylon A.Juss."
 ]
}

 The dataset includes 10894 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204812-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111354292
title: Record, total quantities of grain by royal farm, supplied for food and fodder, KTU 4.636

description: [Text Description:] Ugaritic Tablet KTU 4.636 ❧ [Text or Publication Number Note:] KTU 4.636; KTU2 4.636; KTU3 4.636; CTU 4.636; CAT 4.636; RS 19.097; DO 5077 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.15468/dl.yxmcbu
title: Occurrence Download

description: A dataset containing 921876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "Geometry POLYGON((-99.03076 17.59298,-94.72412 18.09495,-95.99854 18.76201,-96.3501 19.34354,-96.55884 19.80353,-97.31689 20.82929,-105.84229 22.42245,-104.91943 19.79901,-103.16162 18.63714,-101.62354 18.09495,-99.03076 17.59298))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 921876 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200761-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111158080
title: Record (transfer of land holdings), KTU 4.425

description: [Text or Publication Number Note:] KTU 4.425, KTU2 4.425, KTU3 4.425, CTU 4.425, CAT 4.425 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.gnzchv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((161.05767 -43.17383,186.94233 -43.17383,186.94233 -32.82617,161.05767 -32.82617,161.05767 -43.17383))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Delentaria E.J.H.Corner, 1970"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0421006-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111158111
title: Record (transfer of land holdings), KTU 4.425

description: [Text or Publication Number Note:] KTU 4.425, KTU2 4.425, KTU3 4.425, CTU 4.425, CAT 4.425 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111158084
title: Record (quantities of grain), KTU 4.426

description: [Text or Publication Number Note:] KTU 4.426, KTU2 4.426, KTU3 4.426, CTU 4.426, CAT 4.426 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.indykl
title: Occurrence Download

description: A dataset containing 318316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tyrannus forficatus (Gmelin, 1789)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 318316 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005921-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111113568
title: Butcher's bill, UT 1599-10

description: [Text Description:] Butcher's bill: sheep, goat, lamb. ❧ [Text or Publication Number Note:] UT 1599-10 ❧ [Excavation Description:] Drehem ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Small clay tablet, beige-brown color. LABEL: "1599" in pencil, "10" in black ink. 2 x 2cm.
DOI: 10.15468/dl.vrzs6b
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chondrostylis Boerl."
 ]
}

 The dataset includes 94 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204809-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111355044
title: List, PNN, KTU 4.695

description: [Text Description:] Ugaritic Tablet KTU 4.695 ❧ [Text or Publication Number Note:] KTU 4.695; KTU2 4.695; KTU3 4.695; CTU 4.695; CAT 4.695; RS 20.198 A ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform
DOI: 10.15468/dl.tkbcbx
title: Occurrence Download

description: A dataset containing 2115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "TaxonKey is Burseraceae"
 ]
}

 The dataset includes 2115 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014659-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.