cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34810/data2925
title: Replication Data for: Improving voltage support in islanded AC microgrids during unbalanced short-circuit faults

description: This dataset contains the measurements corresponding to the experimental results reported in the associated publication. All tests were carried out in the Microgrid Laboratory of the EPSEVG (Escola Politècnica Superior d’Enginyeria de Vilanova i la Geltrú, Universitat Politècnica de Catalunya – UPC) under controlled operating conditions. The results are stored in .mat format and can be easily plotted using the MATLAB script provided alongside the data.
DOI: 10.15468/dl.96wc9h
title: Occurrence Download

description: A dataset containing 1093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Observation, Human Observation)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Scomber scombrus",
 "Year 1970-1997"
 ]
}

 The dataset includes 1093 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s874w
title: Occurrence Download

description: A dataset containing 21483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.783250672014002 48.02693719875621, 16.94875753519702 48.01658441974593, 16.96411383425317 48.12842805046223, 16.798246587426476 48.13880714691595, 16.783250672014002 48.02693719875621))"
 ]
}

 The dataset includes 21483 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010934-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvn3mn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.99242 43.64569,3.87170 43.64569,3.87170 43.99726,2.99242 43.99726,2.99242 43.64569))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coenagrion pulchellum"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010940-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzwvtf
title: Occurrence Download

description: A dataset containing 3584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parthenium hysterophorus",
 "Year 2000-2026"
 ]
}

 The dataset includes 3584 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010935-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73r94h
title: Occurrence Download

description: A dataset containing 11044 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is VIT-Paleonthotheca (The Natural History Museum of Alava)"
 ]
}

 The dataset includes 11044 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010936-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy5rge
title: Occurrence Download

description: A dataset containing 3231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Scomber scombrus",
 "Year 1998-2026"
 ]
}

 The dataset includes 3231 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010941-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxx89d
title: Occurrence Download

description: A dataset containing 108273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cricotopus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 108273 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010888-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd3hqn
title: Occurrence Download

description: A dataset containing 181530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caretta caretta",
 "Year 1900-2026"
 ]
}

 The dataset includes 181530 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010884-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytac8j
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is VIT-Paleonthotheca (The Natural History Museum of Alava)",
 "Locality is Urrunaga"
 ]
}

 The dataset includes 137 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010942-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18478899
title: HOMA-IR Values in Overweight/Obesity Subjects with and without Sarcopenia

description: The project contains the following extended data :

-        STROBE-checklist.doc (completed STROBE checklist for cross sectional study)

-        Informed Consent HOMA IR.docx (Interview and Physical Examination Guide used to collect participant information)

-      Cover Letter.docx

-      HOMA IR in overweight obesity.xlsx

The project contains the following underlying data : HOMA IR in overweight obesity.xlsx (this file contains patient data, including sex, age, BMI, comorbidities (DM, heart disease, CKD, Chronic Hepatitis B), Hand grip test and category, gait speed and category, BIA and category, HOMA-IR and category, sarcopenia category.
DOI: 10.5281/zenodo.18478898
title: HOMA-IR Values in Overweight/Obesity Subjects with and without Sarcopenia

description: The project contains the following extended data :

-        STROBE-checklist.doc (completed STROBE checklist for cross sectional study)

-        Informed Consent HOMA IR.docx (Interview and Physical Examination Guide used to collect participant information)

-      Cover Letter.docx

-      HOMA IR in overweight obesity.xlsx

The project contains the following underlying data : HOMA IR in overweight obesity.xlsx (this file contains patient data, including sex, age, BMI, comorbidities (DM, heart disease, CKD, Chronic Hepatitis B), Hand grip test and category, gait speed and category, BIA and category, HOMA-IR and category, sarcopenia category.
DOI: 10.15468/dl.2gx28u
title: Occurrence Download

description: A dataset containing 2939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.6.8_1",
 "Geometry POLYGON((5.18798 49.45439,5.18003 49.47225,5.14604 49.46914,5.11481 49.46763,5.10167 49.46153,5.11166 49.45678,5.10674 49.44434,5.10036 49.44434,5.10789 49.42714,5.11608 49.4214,5.10854 49.41289,5.12984 49.40535,5.13311 49.41436,5.16342 49.4219,5.19421 49.43107,5.18324 49.43746,5.18389 49.45253,5.18798 49.45439))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2939 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010943-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9z3st
title: Occurrence Download

description: A dataset containing 8605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Castor fiber"
 ]
}

 The dataset includes 8605 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010944-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxn9g4
title: Occurrence Download

description: A dataset containing 4097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diadema setosum"
 ]
}

 The dataset includes 4097 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010947-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj326w
title: Occurrence Download

description: A dataset containing 8914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Belone belone",
 "Year 1970-1997"
 ]
}

 The dataset includes 8914 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010946-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18618970
title: Global-scale streamflow simulation framework used in the paper of "Abrupt surface water decline during 2023–2024 recording warming"

description: Summary:

This repository contains the data and source code for a global-scale streamflow simulation framework utilizing an ensemble of machine learning models. The methodology addresses the challenge of hydrological variability by implementing a climate-zone-specific training approach.

Key technical features:



Specialized ensembles: The framework employs five machine learning architectures: Random Forest, Gradient Boosting, SVM, Neural Networks, and Gaussian Process Regression.

Climate segmentation: Basins are categorized using an Aridity Index (AI) threshold of 0.65.

Asymmetric weighting: To mitigate common overestimation issues in arid hydrology, dry-region models are trained with a 2x penalty for overestimation errors.

Bayesian Model Averaging (BMA): Individual model outputs are integrated using climate-zone-specific BMA weights to produce a robust final simulation.


Dataset contents:



Input data: Compiled monthly training features, observed monthly streamflow for 150 basins, optimized hyperparameters, and geospatial shapefiles.

Output data: Fully trained model objects, calibrated annual time series, and performance evaluation visualizations.

Source code: A comprehensive MATLAB script for data imputation, model training, and metric calculation (NSE, KGE, PBIAS) (see     step3_ML_DL_fulltraining_inputs_outputs.m).


Temporal Coverage: 1991 – 2024.
DOI: 10.15468/dl.b3u886
title: Occurrence Download

description: A dataset containing 15706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urogale everetti, Herpestes javanicus auropunctatus, Herpestes brachyurus, Herpestes edwardsi, Herpestes fuscus, Herpestes javanicus, Herpestes semitorquatus, Herpestes smithii, Herpestes urva, Herpestes vitticollis, Herpestes naso)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Unknown evidence, Machine Observation, Occurrence evidence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15706 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010945-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kckn4a
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bredia longiradiosa C.Chen"
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179568-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pszrb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus alnobetula (Ehrh.) K.Koch",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191195-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qxjua
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pleurophascaceae)"
 ]
}

 The dataset includes 466 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161179-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq72zz
title: Occurrence Download

description: A dataset containing 943 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonopsis moschata Miq.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 943 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191196-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82kdjf
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pleurastraceae)"
 ]
}

 The dataset includes 177 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161178-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zscqgy
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scutellaria strigillosa Hemsl.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 177 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191197-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrvxxr
title: Occurrence Download

description: A dataset containing 584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pedicularis yezoensis Maxim.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 584 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191198-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3f97u
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus subcrataegifolius (H.Lév. & Vaniot) Lév.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 156 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191199-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sk657
title: Occurrence Download

description: A dataset containing 399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalotaxus harringtonia (Knight ex J.Forbes) K.Koch",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 399 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191202-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y73ug5
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archips audax Razowski, 1977",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188547-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rs4vq
title: Occurrence Download

description: A dataset containing 1117227 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-115.39854 27.95523,-113.76351 25.97106,-112.50318 24.02947,-109.8122 22.05381,-108.5178 22.25819,-108.99468 23.65477,-110.83409 26.34575,-112.33286 28.21922,-115.39854 27.95523))"
 ]
}

 The dataset includes 1117227 records from 842 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262917-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytpz9a
title: Occurrence Download

description: A dataset containing 285752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2022-11-13",
 "EventDate is less than or equal to 2022-12-13",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 285752 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241662-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r85bwy
title: Occurrence Download

description: A dataset containing 2193426 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tringa melanoleuca (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 2193426 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282903-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67czqb
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aralia chinensis L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 424 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262905-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112048712
title: Cuneiform Tablet 1913.14.1506, Spurlock 1913.14.1506

description: [Text Description:] Account concerning silver, barley, and refined bitumen ❧ [Text or Publication Number Note:] Spurlock 1913.14.1506; CDLI P421358 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Light Brown (5YR 6.5/4) Dark Gray (N 3/ 6.6% R) ❧ [Physical Object Note:] 10.1 x 6.9 x 2.9 cm (213g)
DOI: 10.15468/dl.48ayxj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Tangara argentea",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086788-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anerzz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrophoma cercidis Sousa da Câmara",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Switzerland",
 "Country is Switzerland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0402193-210914110416597/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112048714
title: Cuneiform Tablet 1913.14.1506, Spurlock 1913.14.1506

description: [Text Description:] Account concerning silver, barley, and refined bitumen ❧ [Text or Publication Number Note:] Spurlock 1913.14.1506; CDLI P421358 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Light Brown (5YR 6.5/4) Dark Gray (N 3/ 6.6% R) ❧ [Physical Object Note:] 10.1 x 6.9 x 2.9 cm (213g)
DOI: 10.15468/dl.2aw6fb
title: Occurrence Download

description: A dataset containing 13930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Schinus terebinthifolia Raddi"
 ]
}

 The dataset includes 13930 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259199-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65mqwq
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranalisma humile (Rich. ex Kunth) Hutch."
 ]
}

 The dataset includes 215 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099800-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.