cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48425/uzzz59iz
title: Protocol_S_grubbing_transect

description: Grubbing transects are 30 meters long and done in moss tundra, disturbed moss tundra and dryas ridge vegetation sites from corner to corner along the right side of the site when facing uphill. The recordings reflect current year's grubbing. The categories are picking, bulldozing and cratering and these categories are measured as presence or absence per centimeter.
DOI: 10.18167/dvn1/wmk4gm
title: "Grand Plateau" permanent plots first census, 1992-94, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 1992-94 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.17632/35z23s55jh.1
title: Appendices - Clinical characteristics of vitiligo among patients in south western Uganda.

description: This data set contains appendices that were used in approval of the study and data collection, to determine the clinical characteristics of vitiligo among patients attending the skin clinic at Mbarara Regional Referral Hospital in south western Uganda.
DOI: 10.17632/p8xfmhs54v
title: Thesis Dataset

description: This is a Dataset for testing a gamification-based digital health education application.
DOI: 10.17632/p8xfmhs54v.1
title: Thesis Dataset

description: This is a Dataset for testing a gamification-based digital health education application.
DOI: 10.17632/4fsmj9fysd.1
title: Estimation of Carbonate System Parameters over an Oyster Reef using Uncrewed Aircraft Systems (UAS) imagery and Autonomous Surface Vessel (ASV) Data

description: The rds code files support the study titled "Estimation of Carbonate System Parameters over an Oyster Reef using Uncrewed Aircraft Systems (UAS) imagery and Autonomous Surface Vessel (ASV) Data". It includes code for estimating TA, pCO₂, and salinity 
carbonate system algorithms. These algorithms are used to generate time-series maps of TA and pCO₂ over the oyster reef, using chlorophyll-a (Chl-a) images derived from UAS imagery and sea surface salinity (SSS) images obtained from CDOM maps, based on the salinity–CDOM linear regression model developed in this study.
DOI: 10.5066/f7bv7fjj
title: Densities of Hexagenia mayfly nymphs in western Lake Erie, 1999-2014

description: Densities of Hexagenia spp. mayfly nymphs by age class are presented from 1999 through 2014. This range is significant in that it includes the year of peak abundance following recovery from nearly 4 decades of near extirpation (~1960 through the mid-1990s) through a period of decline. This range overlaps with fluctuations in abundance of other potentially relevant species, such as Round Goby and Dreissena spp. mussels. A novelty of these data is the separation of age classes, which provides for potentially novel approaches to assessing mayfly trends.
DOI: 10.15468/dl.yerejr
title: Occurrence Download

description: A dataset containing 5703 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MICA - Muskrat occurrences collected by VMM in Flanders, Belgium"
 ]
}

 The dataset includes 5703 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003905-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mtqr3
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-32.64368 35.2853,-23.72602 35.2853,-23.72602 40.93587,-32.64368 40.93587,-32.64368 35.2853))",
 "TaxonKey is Myosotis azorica H.C.Watson",
 "Year 1975-2025"
 ]
}

 The dataset includes 109 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003906-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/dgrjqy
title: "Grand Plateau" permanent plots fourth census, 2008, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2008 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/ibqlbl
title: "Grand Plateau" permanent plots fifth census, 2012, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2012 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/jbwzhp
title: "Grand Plateau" permanent plots seventh census, 2017, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2017 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.6084/m9.figshare.28677197
title: Data.xlsx

description: A total of 80 elderly women with knee OA were enrolled in this study. Radiographic severity was assessed with the Kellgren-Lawrence (K/L) scale, we divided the subjects into early (1-2) and late (3-4) according to the K/L stage. HRQoL assessment was conducted using the MOS item Short-Form 36 (SF-36). The association of HRQoL with knee OA severity was estimated using logistic regression. Applied a random forest model to assess the importance and accuracy of relevant variables in the occurrence of OA. The LASSO (Least Absolute Shrinkage and Selection Operator) regression was then used to identify key factors associated with OA, which were incorporated into the development of a risk prediction nomogram model. Furthermore, a receiver operating characteristic (ROC) curve was constructed to evaluate the model's discriminative ability for OA.
DOI: 10.6084/m9.figshare.28677197.v1
title: Data.xlsx

description: A total of 80 elderly women with knee OA were enrolled in this study. Radiographic severity was assessed with the Kellgren-Lawrence (K/L) scale, we divided the subjects into early (1-2) and late (3-4) according to the K/L stage. HRQoL assessment was conducted using the MOS item Short-Form 36 (SF-36). The association of HRQoL with knee OA severity was estimated using logistic regression. Applied a random forest model to assess the importance and accuracy of relevant variables in the occurrence of OA. The LASSO (Least Absolute Shrinkage and Selection Operator) regression was then used to identify key factors associated with OA, which were incorporated into the development of a risk prediction nomogram model. Furthermore, a receiver operating characteristic (ROC) curve was constructed to evaluate the model's discriminative ability for OA.
DOI: 10.15468/dl.b5jnsq
title: Occurrence Download

description: A dataset containing 35448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "GadmGid is AUS.9_1",
 "TaxonKey is Sarcophilus harrisii (Boitard, 1841)"
 ]
}

 The dataset includes 35448 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003907-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5001
title: Tridis
DOI: 10.18167/dvn1/8y1ebd
title: "Grand Plateau" permanent plots sixth census, 2015, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2015 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/fpjyxv
title: "Balenfois" permanent plots first census, 2010, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2010 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/kovhki
title: "Parare-Arataye" permanent plots first census, 1985, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 1985 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.17909/5j4a-9j04
title: PIE/PIE+ HST data

description: MAST observations and auto-generated data products arising from the PIE and PIE+ programs, described in Beckett et al. 2025. High-level science products (catalogs, white-light images, aligned images) are not included in this DOI
DOI: 10.5281/zenodo.15096326
title: Europe Goes on Holiday. The European Parliament's contribution to the making of a common tourism policy
title: Europe Goes on Holiday. Der Beitrag des Europäischen Parlaments zur Gestaltung einer gemeinsamen Tourismuspolitik

description: The dataset presents a collection of data on the contribution of the European Parliament to the making of a European tourism policy, gathered by the author throughout her postdoctoral research activities in the fields of the history of European tourism policies and the history of European integration.

More specifically, the dataset is based on a search in the Official Journal of the European Union (English version), with a view to retrieve the written questions addressed to the European Commission and the European Council by the Members of the European Parliament (Meps) on tourism-related issues between 1979 and 1999. For each question the following information was noted in an Excel spreadsheet: CELEX number, Date, Titel, Theme(s), place(s) mentioned in the question, the institution to which the request is addressed (Commission or Council), political affiliation and nationality of the Mep(s).

The time span takes into account the legislative periods of the European Parliament. It begins with the year of the first direct election of the European Parliament and ends with the fourth legislative period of the European Parliament, i.e. the end of the 1990s.

The dataset aims to shed light on a little-investigated aspect of the history of European integration and provides data that can be of interest for studies on the social, political, economic and environmental history of Europe as a whole and of each member state.
DOI: 10.5281/zenodo.15096327
title: Europe Goes on Holiday. The European Parliament's contribution to the making of a common tourism policy
title: Europe Goes on Holiday. Der Beitrag des Europäischen Parlaments zur Gestaltung einer gemeinsamen Tourismuspolitik

description: The dataset presents a collection of data on the contribution of the European Parliament to the making of a European tourism policy, gathered by the author throughout her postdoctoral research activities in the fields of the history of European tourism policies and the history of European integration.

More specifically, the dataset is based on a search in the Official Journal of the European Union (English version), with a view to retrieve the written questions addressed to the European Commission and the European Council by the Members of the European Parliament (Meps) on tourism-related issues between 1979 and 1999. For each question the following information was noted in an Excel spreadsheet: CELEX number, Date, Titel, Theme(s), place(s) mentioned in the question, the institution to which the request is addressed (Commission or Council), political affiliation and nationality of the Mep(s).

The time span takes into account the legislative periods of the European Parliament. It begins with the year of the first direct election of the European Parliament and ends with the fourth legislative period of the European Parliament, i.e. the end of the 1990s.

The dataset aims to shed light on a little-investigated aspect of the history of European integration and provides data that can be of interest for studies on the social, political, economic and environmental history of Europe as a whole and of each member state.
DOI: 10.18167/dvn1/hjbafi
title: "Parare-Arataye" permanent plots second census, 1995, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 1995 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/pgybd1
title: "Parare-Arataye" permanent plots fourth census, 2010, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2010 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.5281/zenodo.15096567
title: Conifer  Lumen  Segmentation  (CoLuS) Dataset

description: Conifer  Lumen  Segmentation  (CoLuS) Dataset used in the publication "Towards ROXAS AI: Deep learning for faster and more accurate conifer cell analysis". More details found in the Github repository: https://marckatzenmaier.github.io/TowardsRoxasAI
DOI: 10.5281/zenodo.8369375
title: Conifer  Lumen  Segmentation  (CoLuS) Dataset

description: Conifer  Lumen  Segmentation  (CoLuS) Dataset used in the publication "Towards ROXAS AI: Deep learning for faster and more accurate conifer cell analysis". More details found in the Github repository: https://marckatzenmaier.github.io/TowardsRoxasAI
DOI: 10.5281/zenodo.8369376
title: Conifer  Lumen  Segmentation  (CoLuS) Dataset

description: Conifer  Lumen  Segmentation  (CoLuS) Dataset used in the publication "Towards ROXAS AI: Deep learning for faster and more accurate conifer cell analysis". More details found in the Github repository: https://marckatzenmaier.github.io/TowardsRoxasAI
DOI: 10.18167/dvn1/hqv80p
title: "Parare-Arataye" permanent plots third census, 2007, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2007 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/addkcm
title: "Parare-Arataye" permanent plots fifth census, 2017, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2017 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.15468/dl.6s6s6g
title: Occurrence Download

description: A dataset containing 1264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fitzroya cupressoides (Molina) I.M.Johnst."
 ]
}

 The dataset includes 1264 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003908-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/oo1b1o
title: "Petit Plateau" permanent plots seventh census, 2017, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 2017 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.18167/dvn1/swaoei
title: "Petit Plateau" permanent plots first census, 1992, Nouragues forest

description: Forest censuses from the Nouragues research station, CNRS, French Guiana, in the Guyafor network. This dataset gathered trees location, botanical identification and size measurement from the 1992 census. The mission of the Nouragues research Station is to foster scientific research in tropical rain forests, at a site remote from major human activities. Guyafor Data Dictionary
DOI: 10.3886/e224423
title: State Summaries_Guam | Department of Veterans Affairs Open Data Portal

description: This project includes a pdf capture of a webpage and the underlying data for the visualizations.<br>State Summaries capture major facts about the Veteran population, including gender, age, population projections etc., and VA's presence in each state, including facilities and expenditures. The reports are produced by VA's National Center for Veterans Analysis and Statistics.
DOI: 10.3886/e224423v1
title: State Summaries_Guam | Department of Veterans Affairs Open Data Portal

description: This project includes a pdf capture of a webpage and the underlying data for the visualizations.<br>State Summaries capture major facts about the Veteran population, including gender, age, population projections etc., and VA's presence in each state, including facilities and expenditures. The reports are produced by VA's National Center for Veterans Analysis and Statistics.
DOI: 10.15468/dl.5jgaxe
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-34.86669 32.92389,-20.53701 32.92389,-20.53701 41.55623,-34.86669 41.55623,-34.86669 32.92389))",
 "TaxonKey is Cerastium azoricum Hochst. ex Seub.",
 "Year 1975-2025"
 ]
}

 The dataset includes 186 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003909-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfvz37
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea nitens Prain & Burkill"
 ]
}

 The dataset includes 134 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003911-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwuftv
title: Occurrence Download

description: A dataset containing 23945388 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 23945388 records were derived from 58203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003877-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323853
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.hfn4hm
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus indicus Desmarest, 1819"
 ]
}

 The dataset includes 207 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022941-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwrha3
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-125.50438 40.47724,-112.33658 40.47724,-112.33658 50.64096,-125.50438 50.64096,-125.50438 40.47724))",
 "TaxonKey is Haplotrematidae"
 ]
}

 The dataset includes 805 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062628-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111323856
title: Cuneiform Tablet

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.hm695r
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Felicia muricata (Thunb.) Nees",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 740 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056751-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt6f86
title: Occurrence Download

description: A dataset containing 978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vespadelus caurinus (Thomas, 1914)"
 ]
}

 The dataset includes 978 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053168-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.