cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uxkkx8
title: Occurrence Download

description: A dataset containing 263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex cryptolepis Mack.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 263 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163657-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdtbpn
title: Occurrence Download

description: A dataset containing 6754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Osmoderma eremita, Osmoderma eremita (Scopoli, 1763))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Occurrence evidence)",
 {
 "not" : {
 "Country" : [
 "is one of (Åland Islands, China, Afghanistan, Hong Kong, Ireland, Korea (Democratic People’s Republic of), Korea, Republic of, Mongolia, United States of America, unknown or invalid, Kenya, Kosovo)"
 ]
 }
 }
 ]
}

 The dataset includes 6754 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141645-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucptec
title: Occurrence Download

description: A dataset containing 41115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marattiopsida"
 ]
}

 The dataset includes 41115 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021705-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6aebn
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex geyeri Boott",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 194 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163689-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3ktcz
title: Occurrence Download

description: A dataset containing 2389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus sanguinea Pall.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2389 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017143-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jpvrm
title: Occurrence Download

description: A dataset containing 72533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-79.93652 -5.00339,-65.1709 -5.00339,-65.1709 12.64034,-79.93652 12.64034,-79.93652 -5.00339))",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72533 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021706-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t4xpb
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex fissa Mack.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 86 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163679-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggynhr
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hemorrhois ravergieri (Ménétries, 1832)"
 ]
}

 The dataset includes 91 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079739-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy5g4v
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anastraphia oviedoae Ventosa & P.Herrera"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141647-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bemyv
title: Occurrence Download

description: A dataset containing 26344785 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poaceae"
 ]
}

 The dataset includes 26344785 records from 2511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021706-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h9upt
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Orsilochides Kirkaldy, 1909"
 ]
}

 The dataset includes 404 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128167-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.opumnb
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mostuea batesii Baker",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 107 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009360-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxyx6x
title: Occurrence Download

description: A dataset containing 2766 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Phyllastrephus icterinus (Bonaparte, 1850)"
 ]
}

 The dataset includes 2766 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027638-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuyh05
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "TaxonKey is Alcelaphus buselaphus (Pallas, 1766)"
 ]
}

 The dataset includes 391 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009360-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8dz9u
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coregonus nasus (Pallas, 1776)"
 ]
}

 The dataset includes 702 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134550-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uunvb
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diploclisia glaucescens (Blume) Diels"
 ]
}

 The dataset includes 524 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027656-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwlqyo
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristiophorus japonicus Günther, 1870"
 ]
}

 The dataset includes 90 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009360-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2s972a
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vanilla giulianettii F.M.Bailey"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132718-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byy279
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia melanocoma C.Jeffrey"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132719-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3twy3t
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Justicia furcata (Nees) Jacq."
 ]
}

 The dataset includes 237 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347760-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw73op
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coccoloba costata C.Wright"
 ]
}

 The dataset includes 257 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009360-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jcy2x
title: Occurrence Download

description: A dataset containing 1387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laeonereis Hartman, 1945"
 ]
}

 The dataset includes 1387 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141757-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wpa2n
title: Occurrence Download

description: A dataset containing 1889 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Caprimulgus manillensis Walden, 1875"
 ]
}

 The dataset includes 1889 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027640-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mp4wfj
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblyraja jenseni (Bigelow & Schroeder, 1950)"
 ]
}

 The dataset includes 146 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027645-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk4spf
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spectrunculus grandis (Günther, 1877)"
 ]
}

 The dataset includes 230 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009360-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s78lxo
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Somniosus antarcticus Whitley, 1939"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029007-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th3s2b
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Floribundaria walkeri (Renauld & Cardot) Broth."
 ]
}

 The dataset includes 77 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088293-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twadwr
title: Occurrence Download

description: A dataset containing 2900 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tsuga diversifolia (Maxim.) Mast."
 ]
}

 The dataset includes 2900 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132720-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4kb8v
title: Occurrence Download

description: A dataset containing 99512 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblyraja radiata (Donovan, 1808)"
 ]
}

 The dataset includes 99512 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027658-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azklw4
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monardella pringlei A.Gray"
 ]
}

 The dataset includes 37 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011906-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zquhhn
title: Occurrence Download

description: A dataset containing 7052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophylax nigromaculatus (Hallowell, 1861)"
 ]
}

 The dataset includes 7052 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088310-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7gmqs
title: Occurrence Download

description: A dataset containing 15718 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Daphniphyllaceae)"
 ]
}

 The dataset includes 15718 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027652-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aiov14
title: Occurrence Download

description: A dataset containing 30197 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données du Parc national des Pyrénées - Données 'Flore remarquable' du Parc national des Pyrénées"
 ]
}

 The dataset includes 30197 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009361-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaxcun
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triatoma dispar Lent, 1950"
 ]
}

 The dataset includes 348 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101691-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xgvxr
title: Occurrence Download

description: A dataset containing 274679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Meles meles (Linnaeus, 1758), Meles meles marianensis Graells, 1897, Meles meles meles, Meles meles milleri Baryshnikov, Puzachenko & Abramov, 2003)",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Occurrence evidence, Material sample, Living Specimen)",
 {
 "not" : {
 "Country" : [
 "is one of (China, Israel, Japan, Korea (Democratic People’s Republic of), Korea, Republic of, Mongolia, Kazakhstan, United States of America, Palestine, State of, unknown or invalid, Tajikistan, Kosovo)"
 ]
 }
 }
 ]
}

 The dataset includes 274679 records from 1716 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027651-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11236189
title: Anonymous train&test data for paper submission

description: Anonymous train&test data for paper submission
DOI: 10.5281/zenodo.11236190
title: Anonymous train&test data for paper submission

description: Anonymous train&test data for paper submission
DOI: 10.6084/m9.figshare.25766303
title: Individual and collaborative infographic design and cognitive strategies in visual literacy support process: a qualitative research perspective

description: This study examined the individual and collaborative infographic development processes of middle school students in a qualitative research context. In the first phase, individual and collaborative infographics were developed, a simultaneous think-aloud protocol and interviews were conducted. In the second phase, focus group interviews were conducted with 22 teachers. The findings of the study revealed that students who developed infographics individually and collaboratively completed their tasks at different stages. Protocol analysis data showed that individual and collaborative efforts were reflected in cognitive processes and that collaborative groups spent less time in testing and individual students spent less time in questioning. The findings showed that collaborative learning activities can support the learning process with components such as questioning, peer scaffolding, and sharing.
DOI: 10.6084/m9.figshare.25766303.v1
title: Individual and collaborative infographic design and cognitive strategies in visual literacy support process: a qualitative research perspective

description: This study examined the individual and collaborative infographic development processes of middle school students in a qualitative research context. In the first phase, individual and collaborative infographics were developed, a simultaneous think-aloud protocol and interviews were conducted. In the second phase, focus group interviews were conducted with 22 teachers. The findings of the study revealed that students who developed infographics individually and collaboratively completed their tasks at different stages. Protocol analysis data showed that individual and collaborative efforts were reflected in cognitive processes and that collaborative groups spent less time in testing and individual students spent less time in questioning. The findings showed that collaborative learning activities can support the learning process with components such as questioning, peer scaffolding, and sharing.
DOI: 10.6084/m9.figshare.25869154
title: Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features

description: Transfer learning is crucial for training models that generalize to unlabeled target populations using labeled source data, especially in real-world studies where label scarcity and covariate shift are common. While most research focuses on model estimation, there is limited literature on transfer inference for model accuracy despite its importance. We introduce a novel Doubly Robust Augmented Model Accuracy Transfer Inferen Ce (DRAMATIC) method for point and interval estimation of commonly used classification performance measures in an unlabeled target population with labeled source data. DRAMATIC derives and evaluates a potentially misspecified risk model for a binary response, leveraging high-dimensional adjustment features from both source and target data. It builds on an imputation model for the response mean and a density ratio model to characterize distributional shifts. The method constructs doubly robust estimators that are valid when either model is correctly specified and certain sparsity assumptions hold. Simulations show negligible bias in point estimation and satisfactory empirical coverage levels in confidence intervals. The utility of DRAMATIC is illustrated by transferring a genetic risk prediction model and its accuracy evaluation for type II diabetes across two patient cohorts in Mass General Brigham (MGB).