cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1063367.10fu
title: SH1063367.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1063387.10fu
title: SH1063387.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1063390.10fu
title: SH1063390.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3886/e238657
title: Qualitative Analysis of Women’s Reproductive Agency and Postpartum Family Planning in Maharashtra, India

description: This study is a qualitative examination of barriers to postpartum family planning (PPFP) access and use, conducted to understand the intersections between women’s reproductive
agency, fertility and contraceptive norms, and community interactions with
health providers.<br><br>Data presented here include de-identified excerpts from 60 in-depth interviews with postpartum women, husbands and mothers-in-law of postpartum women, frontline health workers and key community stakeholders in rural Maharashtra, India from March to May
2022. Semi-structured interviews included probes related to knowledge of
and access to PPFP services, contraceptive decision-making dynamics,
interactions with health providers, community norms related to fertility and
family planning, and existing and aspirational models for PPFP service
delivery.
description: Women 12 weeks postpartum or less<br>Husbands of
postpartum women<br>Mothers-in-law of postpartum women<br>Frontline health providers <br>Village leaders



.
description: Data were collected via one-on-one semi-structured interviews conducted in the local language (Marathi) and transcribed and translated into English. Categorized excerpts from the English translation are provided here.<br><br>The study included n=60 total interviews; n=20 with postpartum women, n=10 with husbands of postpartum women, n=10 with mothers-in-law of postpartum women, n=10 frontline health workers, and n=10 community leaders.<br><br>Full detail on recruitment, data collection, interview guides, and analytic approach can be found in the related forthcoming manuscript [DOI to be added upon publication].
DOI: 10.3886/e238657v1
title: Qualitative Analysis of Women’s Reproductive Agency and Postpartum Family Planning in Maharashtra, India

description: This study is a qualitative examination of barriers to postpartum family planning (PPFP) access and use, conducted to understand the intersections between women’s reproductive
agency, fertility and contraceptive norms, and community interactions with
health providers.<br><br>Data presented here include de-identified excerpts from 60 in-depth interviews with postpartum women, husbands and mothers-in-law of postpartum women, frontline health workers and key community stakeholders in rural Maharashtra, India from March to May
2022. Semi-structured interviews included probes related to knowledge of
and access to PPFP services, contraceptive decision-making dynamics,
interactions with health providers, community norms related to fertility and
family planning, and existing and aspirational models for PPFP service
delivery.
description: Women 12 weeks postpartum or less<br>Husbands of
postpartum women<br>Mothers-in-law of postpartum women<br>Frontline health providers <br>Village leaders



.
description: Data were collected via one-on-one semi-structured interviews conducted in the local language (Marathi) and transcribed and translated into English. Categorized excerpts from the English translation are provided here.<br><br>The study included n=60 total interviews; n=20 with postpartum women, n=10 with husbands of postpartum women, n=10 with mothers-in-law of postpartum women, n=10 frontline health workers, and n=10 community leaders.<br><br>Full detail on recruitment, data collection, interview guides, and analytic approach can be found in the related forthcoming manuscript [DOI to be added upon publication].
DOI: 10.17863/cam.122469
title: Research data supporting "Reducing coercive field and improving endurance in ferroelectric epitaxial HZO thin films via novel interface layer approach"

description: The dataset includes macroscopic electrical characterization of ferroelectric thin films and microscopic electrical characterization using piezo-response force microscopy, structural characterization using x-ray diffraction and transmission electron microscopy, stoichiometric analysis using rutherfod backscattering spectrometry, chemical analysis using x-ray photoelectron spectroscopy, and theoretical calculation using nudge elastic band calculations.
DOI: 10.15468/dl.j6j7hm
title: Occurrence Download

description: A dataset containing 3553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-61.64594 46.51313,-68.1347 49.40881,-80.49426 50.6003,-97.79765 56.12224,-114.79204 56.46517,-127.76958 53.08129,-126.22463 46.93675,-123.13474 36.10531,-111.39316 22.1247,-108.5211 21.64528,-105.26838 18.48515,-99.99674 15.37385,-94.50077 14.94081,-92.59401 14.39828,-89.56562 15.69804,-87.43453 17.95246,-86.20074 20.28374,-85.30344 23.20046,-79.91963 24.3296,-79.24666 27.55649,-80.14396 31.65095,-75.09664 34.93156,-72.96555 39.13774,-68.36688 42.53101,-62.64659 43.51497,-57.93576 45.82768,-61.64594 46.51313))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelecanus"
 ]
}

 The dataset includes 3553 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053291-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16980461
title: A Dual-Stream Spatio-Temporal Graph Neural Network for Dust Storm Forecasting and Attribution in the Sistan Basin

description:
DOI: 10.5281/zenodo.17426012
title: A Dual-Stream Spatio-Temporal Graph Neural Network for Dust Storm Forecasting and Attribution in the Sistan Basin

description:
DOI: 10.15468/dl.wnmtg8
title: Occurrence Download

description: A dataset containing 6833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada)",
 "TaxonKey is Glyptemys insculpta"
 ]
}

 The dataset includes 6833 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053292-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.17018.96969/1
title: AMV Concentrado datos CO2 Ventilation
DOI: 10.15468/dl.qm4skz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guatteria aliciae"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053295-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8de6gj
title: Occurrence Download

description: A dataset containing 100855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Parulidae"
 ]
}

 The dataset includes 100855 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053261-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.muhxeu
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.u5wvj2
title: Occurrence Download

description: A dataset containing 4653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Craugastor rhodopis"
 ]
}

 The dataset includes 4653 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053297-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7bu6n
title: Occurrence Download

description: A dataset containing 325670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus carolinensis",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 325670 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053265-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/iqyuca
title: Replication Data For: Procyclical Leverage and Crisis Probability in a Macroeconomic Model of Bank Runs

description: This is the replication package for "Procyclical Leverage and Crisis Probability in a Macroeconomic Model of Bank Runs," accepted in 2025 by the Journal of Political Economy: Macroeconomics.
DOI: 10.6084/m9.figshare.30170974
title: Ecological strategies and functional structure of bryophytes across environmental and spatial gradients in the Caatinga, Brazil

description: This folder contains all supplementary materials for this study. The files include spreadsheets with the raw data and detailed outputs from the statistical analyses.The material is organized into the following files:<b>SD1 – List of species organized by locality:</b> a list of species recorded in each of the 52 sampling localities.<b>SD2 – Functional matrix:</b> the functional trait matrix for each species.<b>SD3 – Environmental and spatial matrix:</b> the matrix containing environmental and spatial variables for each grid cell.<b>SD4 – Community matrix:</b> the community matrix showing species occurrence by grid cells.<b>SD5 – Script:</b> the complete R script used for all statistical analyses performed in this study.<b>SD6 – List of species:</b> a comprehensive list of all 450 taxa originally included in the dataset, before the exclusion of those lacking functional trait information.<b>SD7 – Functional Entities Results:</b> the results from the functional entity analysis, including the traits that define each entity, the species belonging to them, and their respective counts.<b>SD8 – Functional Entities Alpha Indices:</b> the alpha diversity indices calculated for functional entities within each grid cell.<b>SD9 – Statistical Results (Spearman Correlation, Funspace, RLQ, and Fourth-Corner):</b> the complete outputs from the Spearman’s correlation, Functional Space (Funspace), RLQ, and Fourth-Corner analyses<b>SD10 – GLM Results:</b> the complete outputs from the Generalized Linear Models.
DOI: 10.6084/m9.figshare.30170974.v2
title: Ecological strategies and functional structure of bryophytes across environmental and spatial gradients in the Caatinga, Brazil

description: This folder contains all supplementary materials for this study. The files include spreadsheets with the raw data and detailed outputs from the statistical analyses.The material is organized into the following files:<b>SD1 – List of species organized by locality:</b> a list of species recorded in each of the 52 sampling localities.<b>SD2 – Functional matrix:</b> the functional trait matrix for each species.<b>SD3 – Environmental and spatial matrix:</b> the matrix containing environmental and spatial variables for each grid cell.<b>SD4 – Community matrix:</b> the community matrix showing species occurrence by grid cells.<b>SD5 – Script:</b> the complete R script used for all statistical analyses performed in this study.<b>SD6 – List of species:</b> a comprehensive list of all 450 taxa originally included in the dataset, before the exclusion of those lacking functional trait information.<b>SD7 – Functional Entities Results:</b> the results from the functional entity analysis, including the traits that define each entity, the species belonging to them, and their respective counts.<b>SD8 – Functional Entities Alpha Indices:</b> the alpha diversity indices calculated for functional entities within each grid cell.<b>SD9 – Statistical Results (Spearman Correlation, Funspace, RLQ, and Fourth-Corner):</b> the complete outputs from the Spearman’s correlation, Functional Space (Funspace), RLQ, and Fourth-Corner analyses<b>SD10 – GLM Results:</b> the complete outputs from the Generalized Linear Models.
DOI: 10.6084/m9.figshare.30170974.v1
title: Ecological strategies and functional structure of bryophytes across environmental and spatial gradients in the Caatinga, Brazil

description: This folder contains all supplementary materials for this study. The files include spreadsheets with the raw data and detailed outputs from the statistical analyses.The material is organized into the following files:<b>SD1 – List of species organized by locality:</b> a list of species recorded in each of the 52 sampling localities.<b>SD2 – Functional matrix:</b> the functional trait matrix for each species.<b>SD3 – Environmental and spatial matrix:</b> the matrix containing environmental and spatial variables for each grid cell.<b>SD4 – Community matrix:</b> the community matrix showing species occurrence by grid cells.<b>SD5 – Script:</b> the complete R script used for all statistical analyses performed in this study.<b>SD6 – List of species:</b> a comprehensive list of all 450 taxa originally included in the dataset, before the exclusion of those lacking functional trait information.<b>SD7 – Functional Entities Results:</b> the results from the functional entity analysis, including the traits that define each entity, the species belonging to them, and their respective counts.<b>SD8 – Functional Entities Alpha Indices:</b> the alpha diversity indices calculated for functional entities within each grid cell.<b>SD9 – Statistical Results (Spearman Correlation, Funspace, RLQ, and Fourth-Corner):</b> the complete outputs from the Spearman’s correlation, Functional Space (Funspace), RLQ, and Fourth-Corner analyses<b>SD10 – GLM Results:</b> the complete outputs from the Generalized Linear Models.
DOI: 10.5281/zenodo.17308190
title: Left-handers activate more bilaterally than right-handers during a simple  motor task: a cross-sectional fNIRS study

description: This repository contains all the data and code needed to reproduce the analyses and figures from the study on hemodynamic lateralization measured by fNIRS during hand motor tasks in left-handed and right-handed individuals.

The repository contains 



raw .nirs files for the 25 right-handed and 25 left-handed individduals

the groupresult.mat files exported from Homer2 after preprocessing (for left-handed and right-handed)

the MATLAB post-processing script used to compute channels/Region Of Interest hemodynamic responses and laterality index

a summary spreadsheet with the per-subject/per-condition metrics and Laterality indices.
DOI: 10.5281/zenodo.17308191
title: Left-handers activate more bilaterally than right-handers during a simple  motor task: a cross-sectional fNIRS study

description: This repository contains all the data and code needed to reproduce the analyses and figures from the study on hemodynamic lateralization measured by fNIRS during hand motor tasks in left-handed and right-handed individuals.

The repository contains 



raw .nirs files for the 25 right-handed and 25 left-handed individduals

the groupresult.mat files exported from Homer2 after preprocessing (for left-handed and right-handed)

the MATLAB post-processing script used to compute channels/Region Of Interest hemodynamic responses and laterality index

a summary spreadsheet with the per-subject/per-condition metrics and Laterality indices.
DOI: 10.15468/dl.t3yvpj
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guatteria allenii"
 ]
}

 The dataset includes 80 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053298-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cjpsj
title: Occurrence Download

description: A dataset containing 514547 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 one of (Bufonia stricta, Grammosciadium macrodon, Verbascum morronense, Verbascum adenocaulon, Asterolasia beckersii, Felicia nordenstamii, Eumorphia prostrata, Papaver malviflorum, Salix cinerea, Eriogonum douglasii, Eriogonum mohavense, Ambrosia canescens, Calamus muelleri, Anigozanthos pulcherrimus, Crocus nubigena, Crocus roopiae, Crocus scardicus, Crocus sieheanus, Lepidium cardamine, Lepidium chichicara, Woodsia pulchella, Eremophila rarissima, Rinzia crassifolia, Eremophila decussata, Eremophila labrosa, Azara microphylla, Cryptantha calycotricha, Cryptantha marticorenae, Cryptantha wigginsii, Salix rizeensis, Salix petrophila, Salix retusoides, Salix ludibunda, Salix appendiculata, Hesperocnide tenella, Heteropterys cotinifolia, Eranthis cilicica, Eremophila regia, Nemesia arenifera, Eriogonum compositum, Eriogonum grande, Escallonia mollis, Galphimia glandulosa, Perrottetia longistylis, Lobostemon belliformis, Nemesia ionantha, Nemesia euryceras, Nemesia cynanchifolia, Verbascum ballsianum, Verbascum karlikdaghense, Lamourouxia viscosa, Papaver californicum, Verbascum lindae, Eremophila barbata, Eremophila gibbosa, Eremophila subfloccosa, Eremophila weldii, Rhoicissus revoilii, Papaver macrostomum, Erysimum serpentinicum, Felicia canaliculata, Goodia medicaginea, Helleborus orientalis, Escallonia angustifolia, Erysimum bulgaricum, Aristea montana, Crocus damascenus, Crocus imperati, Crocus minutus, Crocus roseoviolaceus, Cynanchum acutum, Botrychium neolunaria, Verbascum tschamlibelense, Verbascum subvacillans, Verbascum pterocladum, Verbascum pseudothapsus, Verbascum davisianum, Verbascum damascenum, Verbascum gnaphalodes, Anemone drummondii, Salix flueggeana, Diposis bulbocastanum, Mitrasacme nummularia, Verbascum oreophilum, Verbascum haussknechtii, Verbascum lyratifolium, Felicia rogersii, Erysimum carium, Verbascum ozturkii, Salix cantabrica, Salix silesiaca, Salix prolixa, Ambrosia psilostachya, Eriogonum eremicola, Erysimum hirschfeldioides, Ambrosia humi, Anigozanthos flavidus, Anigozanthos manglesii, Crocus antalyensioides, Salix breviserrata)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 514547 records from 1891 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053281-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74p6cz
title: Occurrence Download

description: A dataset containing 6 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 one of (Helichrysum ramosissimum Hook.)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012636-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyjpqj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Begonia leipingensis D.K.Tian, Li H.Yang & Chun Li)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012638-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s593ee
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "Country is China",
 "TaxonKey is Chrysolophus amherstiae (Leadbeater, 1829)",
 "Year 2019-2024"
 ]
}

 The dataset includes 434 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012637-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.