cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28597211
title: Raw Dataset (PFN1-PI-RPL)

description: There is little information about the molecular processes that make up the interaction between the endometrium and the developing embryo, which is essential for successful continuation of pregnancy. Despite extensive research, recurrent pregnancy loss (RPL) remains a mystery in half of cases. Profilin-1 (PFN1) is a dominant regulatory protein in the cytoskeletal network. The aim of this study was to investigate the role of serum PFN1 in patients with primary idiopathic RPL (PI-RPL). A prospective cohort study was conducted with non-pregnant PI-RPL patients and healthy controls. After blood collection and centrifugation, serum samples were stored under appropriate conditions to be analyzed simultaneously after completion of sample collection from all participants. Serum PFN1 levels were measured using an enzyme-linked immunosorbent assay and compared between groups. The study was completed with 38 and 36 participants in the PI-RPL and control groups, respectively. PFN1 levels were significantly lower in the PI-RPL group compared to the control group (20.8±13.0 vs. 42.0±22.3, p=0.023), while baseline characteristics and inflammatory status, as determined by blood count-derived inflammatory indices, did not differ. However, PFN1 values did not appear to have high diagnostic accuracy, as the area under the curve was 0.654. On the other hand, according to the estimated marginal means of PFN1 levels, a value of 16.7 ng/dL is 68% predictive of PI-RPL. Our results show an association between low PFN1 levels and an increased risk of PI-RPL. However, further studies with larger sample sizes are needed to validate a cut-off value and improve its relevance.
DOI: 10.15468/dl.x4f8kr
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anchoviella perfasciata (Poey, 1860)"
 ]
}

 The dataset includes 216 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008815-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhu4kk
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Engraulis eurystole (Swain & Meek, 1884)"
 ]
}

 The dataset includes 845 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008818-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayxf2w
title: Occurrence Download

description: A dataset listing the 14438 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.67315 17.41812,-87.28422 17.38668,-87.25131 20.16544,-89.62278 20.17995,-89.67315 17.41812))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 14438 records were derived from 449 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008794-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atq5vz
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oomyzus incertus (Ratzeburg, 1844)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008820-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e222901
title: National Neighborhood Data Archive (NaNDA): Hospitals by Census Tract and ZCTA, 2023

description: This dataset contains measures of the number and density of hospitals per United States Census Tract or ZIP Code Tabulation Area (ZCTA) in 2023. The dataset includes four separate files for four different geographic areas (GIS shapefiles from the United States Census Bureau). The four geographies include:Census Tract 2010Census Tract 2020ZIP Code Tabulation Area (ZCTA) 2010ZIP Code Tabulation Area (ZCTA) 2020Information about which dataset to use can be found in the Usage Notes section of the user guide.<br>
description: Smallest Geographic Unit: Census Tract
DOI: 10.5066/p9u3lc5t
title: Lake Sturgeon Spawning in Fall Creek, Cayuga Lake, NY

description: In June 2017, Lake Sturgeon were observed spawning in Fall Creek, a tributary to Cayuga Lake, NY. The spawning site was just downstream of Ithaca Falls, the first impassible barrier. Data were collected to quantify the stream habitat use by the Lake Sturgeon. These were the first sturgeon observed spawning in a Cayuga Lake tributary recorded in the New York Department of Environmental Conservation historical fish records. Habitat and egg deposition data were collected at 10 stations on 15 cross stream transects, spaced at least 10 m apart. Eggs were collected with using 7 cm diameter core sampler at least 3 stations on each transect. Water depth, stream velocity, and substrate composition data were collected at each station. Eggs were counted, identified, and determined to be alive or dead at Tunison Laboratory of Aquatic Science. These data will allow the quantification of Lake Sturgeon microhabitat selection for egg deposition during the spawning run.
DOI: 10.6084/m9.figshare.28597160
title: GI-00308-2024. PP1 an PP2. AJP. Supplemental material.docx

description: GI-00308-2024. PP1 an PP2. AJP. Supplemental material
DOI: 10.15468/dl.n8dew4
title: Occurrence Download

description: A dataset containing 740150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 2017-2017"
 ]
}

 The dataset includes 740150 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008813-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx63dt
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beaucarnea recurvata (K.Koch & Fintelm.) Lem."
 ]
}

 The dataset includes 830 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008822-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znjk82
title: Occurrence Download

description: A dataset containing 791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larra bicolor Fabricius, 1804",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 791 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008825-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wezeu
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Hypopachus variolosus (Cope, 1866))"
 ]
}

 The dataset's 1 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008817-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuxrtk
title: Occurrence Download

description: A dataset containing 1108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diadema savignyi (Audouin, 1809)"
 ]
}

 The dataset includes 1108 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008826-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfzuwh
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "GadmGid is BRA.19_1",
 "TaxonKey is Thinouia Triana & Planch."
 ]
}

 The dataset includes 49 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008827-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1crqb3g
title: Concentrations of 1,4-Dioxane, Per- and Polyfluorinated Substances (PFAS), Chlorofluorocarbons (CFCs), Methyl Tert-Butyl Ether (MTBE), and Trihalomethanes (THMs) in Groundwater, Nassau County, New York, 2019-2022

description: This data release contains 1-4 dioxane, per- and polyfluoroalkyl substances (PFAS), chlorofluorocarbons (CFCs), methyl tert-butyl ether (MTBE), and trihalomethanes (THMs) concentration data from groundwater samples collected from 78 monitoring wells in Nassau County New York. Samples were collected from May 2019 through December 2022 at wells ranging in depth from twenty-three feet to 875 feet. All wells were sampled with a submersible pump and a subset of five wells were sampled using a dual membrane passive diffusion sampler for method comparison. Water-quality field parameters (water temperature, pH, turbidity, specific conductance, and dissolved oxygen) were measured during each site visit and are included. Samples were analyzed for 28 PFAS compounds and 15 volatile organic compounds (VOCs; 1,4-dioxane, MTBE, and several CFCs and THMs). Field replicates, field blanks, equipment blanks, source solution blanks, and laboratory-control samples were collected for quality assurance and quality control purposes and are included. Laboratory-control samples for PFAS included isotope dilution standard recoveries, method blanks, instrument blanks, and blank and matrix spike isotope dilution standard recoveries. Laboratory-control samples for VOCs included surrogate recoveries and a laboratory matrix spike to evaluate extraction efficiency and matrix interference on a sample-specific basis.
DOI: 10.5281/zenodo.15024743
title: Data to reproduce results presented in the paper "Individual tree characteristics and plasticity to climate conditions modulate resistance to bark beetle attack in Pinus uncinata"

description: This data was collected between June and July 2023 in the Alt Pirineu Natural Park (north-west of Catalonia). It consists of two files: 



Growth_and_Resin_ducts.csv: Contains ring width and resin duct metrics for each year and tree.

Dendrometric_characteristics_and_competition.csv: Contains tree status, DBH, basal area, and competition index for each tree.


Tree codes consist of two letters corresponding to the sample plot, followed by two numbers representing the sampled tree, and ending with two numbers and a letter (A or B) indicating the replicate.
DOI: 10.5281/zenodo.15024744
title: Data to reproduce results presented in the paper "Individual tree characteristics and plasticity to climate conditions modulate resistance to bark beetle attack in Pinus uncinata"

description: This data was collected between June and July 2023 in the Alt Pirineu Natural Park (north-west of Catalonia). It consists of two files: 



Growth_and_Resin_ducts.csv: Contains ring width and resin duct metrics for each year and tree.

Dendrometric_characteristics_and_competition.csv: Contains tree status, DBH, basal area, and competition index for each tree.


Tree codes consist of two letters corresponding to the sample plot, followed by two numbers representing the sampled tree, and ending with two numbers and a letter (A or B) indicating the replicate.
DOI: 10.5281/zenodo.15020505
title: UNIVERSAL THEORY OF THE QUANTUM OCEAN OF LIGHT: SYNTHESIS OF PHYSICS, MATHEMATICS, AND SPIRITUAL ENLIGHTENMENT
DOI: 10.25810/jck1-hf50.83
title: US Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - February 2025

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15468/dl.t3yht3
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeveria novogaliciana J.Reyes, Brachet & O.González"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008828-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/tai04
title: Final energy consumption by agriculture and forestry sector – tonne of oil equivalent per hectare of UAA
title: Energetischer Endverbrauch nach Land- und Forstwirtschaft – Tonne Öläquivalent pro Hektar der landwirtschaftlichen Nutzfläche
title: Consommation finale d’énergie du secteur de l’agriculture et sylviculture — tonne d’équivalent pétrole par hectare de superficie agricole utilisée

description: This indicator expresses the sum of the energy supplied to agriculture for all energy uses.
description: Cet indicateur exprime la somme de l'énergie fournie à l'agriculture pour toutes les utilisations énergétiques.
description: Dieser Indikator drückt die Summe der Energie aus, die der Landwirtschaft für alle Energienutzung zugeführt wird.
DOI: 10.15468/dl.yt6gcm
title: Occurrence Download

description: A dataset listing the 21014 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibia"
 ]
}

 The dataset's 21014 records were derived from 7941 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008824-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wa9guh
title: Occurrence Download

description: A dataset containing 32288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-134.55581 26.25956,-59.32728 26.25956,-59.32728 57.6959,-134.55581 57.6959,-134.55581 26.25956))",
 "TaxonKey is Lythrum salicaria"
 ]
}

 The dataset includes 32288 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001858-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwe75m
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Paruromys dominator"
 ]
}

 The dataset includes 101 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001859-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtfmf7
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haemadipsa rjukjuana"
 ]
}

 The dataset includes 101 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001861-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j39mxv
title: Occurrence Download

description: A dataset containing 600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea rubens",
 "Year 1910-1956"
 ]
}

 The dataset includes 600 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001860-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17451975
title: Underlying data for: The Impact of Promoter Variants in Interleukin-18 on  Susceptibility to Ankylosing Spondylitis  in a sample of Iraqi Patients

description: This file contains the underlying tables and figures (Word document) for the study.
DOI: 10.6084/m9.figshare.30451754
title: Supplementary Material for: Predicting CKD in Type 2 Diabetes Using Natural Language Processing on Healthcare Data

description: Background: Persons with type 2 diabetes mellitus (T2DM) attending hospitals frequently experience major complications. We assessed the potential use of unstructured free-text data extracted from electronic health records (EHRs) using natural language processing (NLP) and machine learning (ML) to develop a predictive model for chronic kidney disease (CKD) in T2DM.
Methods: This multicenter retrospective study included data from eight Spanish hospitals (2013–2018), extracted using NLP and ML techniques (EHRead®) based on SNOMED CT terminology. From a cohort of individuals with T2DM, we identified those with and without CKD at inclusion. Among individuals without CKD, we trained and validated a two-year predictive model for CKD development. The model showing the best balance between performance and clinical interpretability was selected for integration into a web-based tool to support early detection and risk stratification.
Results: Of 588,786 individuals with T2DM, 316,597 were included for model development [training: 291,429 (92.1%); validation: 25,168 (7.9%); CKD incidence: 15.4% and 18.4%, respectively]. A high proportion of missing data was observed in key clinical variables. Among models evaluated, logistic regression (LR) achieved the best performance (AUC-ROC 0.72) using 27 predictors. Both a reduced 10-predictor model and a clinically refined 8-predictor model showed comparable performance to the full model in training and validation cohorts. The clinically refined model was selected for implementation in the web-based tool.
Conclusions: Unstructured EHR data enabled the development of a predictive model for two-year CKD risk in persons with T2DM. Improving EHR data completeness remains essential to enhance future predictive modeling.
DOI: 10.6084/m9.figshare.30451754.v1
title: Supplementary Material for: Predicting CKD in Type 2 Diabetes Using Natural Language Processing on Healthcare Data

description: Background: Persons with type 2 diabetes mellitus (T2DM) attending hospitals frequently experience major complications. We assessed the potential use of unstructured free-text data extracted from electronic health records (EHRs) using natural language processing (NLP) and machine learning (ML) to develop a predictive model for chronic kidney disease (CKD) in T2DM.
Methods: This multicenter retrospective study included data from eight Spanish hospitals (2013–2018), extracted using NLP and ML techniques (EHRead®) based on SNOMED CT terminology. From a cohort of individuals with T2DM, we identified those with and without CKD at inclusion. Among individuals without CKD, we trained and validated a two-year predictive model for CKD development. The model showing the best balance between performance and clinical interpretability was selected for integration into a web-based tool to support early detection and risk stratification.
Results: Of 588,786 individuals with T2DM, 316,597 were included for model development [training: 291,429 (92.1%); validation: 25,168 (7.9%); CKD incidence: 15.4% and 18.4%, respectively]. A high proportion of missing data was observed in key clinical variables. Among models evaluated, logistic regression (LR) achieved the best performance (AUC-ROC 0.72) using 27 predictors. Both a reduced 10-predictor model and a clinically refined 8-predictor model showed comparable performance to the full model in training and validation cohorts. The clinically refined model was selected for implementation in the web-based tool.
Conclusions: Unstructured EHR data enabled the development of a predictive model for two-year CKD risk in persons with T2DM. Improving EHR data completeness remains essential to enhance future predictive modeling.
DOI: 10.15468/dl.hdm957
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pteropus giganteus"
 ]
}

 The dataset includes 195 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001863-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rkcsq
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Rousettus celebensis"
 ]
}

 The dataset includes 488 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001864-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z6qnj
title: Occurrence Download

description: A dataset containing 3175157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "Month is March",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3175157 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001843-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cw4ad
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Telangana, Andhra Pradesh)",
 "TaxonKey is Sarada superba"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001865-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.