cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26023/10g8-65x4-q30z
title: VORTEX2: U.S. Profiler Imagery. Version 1.0

description: This dataset includes U.S. Profiler Imagery from the VORTEX2 field catalogs for 2009 and 2010. Both the 2009 and 2010 field phases cover approximately mid-April through June for those years. The images were collected from various stations across the United States. The files are in .gif format. See the catalog links in the related links section below to access the field catalogs.
DOI: 10.5281/zenodo.17262766
title: OPPORTUNITIES FOR USING INNOVATIVE STRATEGIES IN THE DEVELOPMENT OF REGIONAL INVESTMENT PROCESSES
DOI: 10.5281/zenodo.17262765
title: OPPORTUNITIES FOR USING INNOVATIVE STRATEGIES IN THE DEVELOPMENT OF REGIONAL INVESTMENT PROCESSES
DOI: 10.26023/7ren-03g9-es06
title: VORTEX2: NCEP Stage 2 Daily Precipitation Imagery. Version 1.0

description: This dataset includes NCEP Stage 2 Daily Precipitation Imagery from the VORTEX2 2009 and 2010 Field Catalogs. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. The files are in .gif format. See the catalog link in the related links section below to access the field catalog.
DOI: 10.15468/dl.azvuq5
title: Occurrence Download

description: A dataset containing 811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 60,-60 60,-60 90,-90 90,-90 60))"
 ]
}

 The dataset includes 811 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044971-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g62ybx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelmoschus moschatus",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044972-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fszzkn
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelmoschus moschatus",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044974-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew4x49
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelmoschus moschatus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044973-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zp2y3
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 60,-30 60,-30 90,-60 90,-60 60))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044975-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf8qvz
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 60,0 60,0 90,-30 90,-30 60))"
 ]
}

 The dataset includes 253 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044976-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/vbgc-ptnh-xb06
title: VORTEX2: NCEP Stage 4 Hourly Precipitation Imagery. Version 1.0

description: This dataset includes NCEP Stage 4 Hourly Precipitation Imagery from the VORTEX2 2009 and 2010 Field Catalogs. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. The files are in .gif format. See the catalog links in the related links section below to access the field catalogs.
DOI: 10.5281/zenodo.17262474
title: Cosmological implications of DESI DR2 BAO measurements in light of the latest ACT DR6 CMB data

description: Supplementary material to DESI's publication "Cosmological implications of DESI DR2 BAO measurements in light of the latest ACT DR6 CMB data" to comply with the data management plan.

The file includes the data and plot script needed to reproduce the figures in the paper.
DOI: 10.5281/zenodo.17262475
title: Cosmological implications of DESI DR2 BAO measurements in light of the latest ACT DR6 CMB data

description: Supplementary material to DESI's publication "Cosmological implications of DESI DR2 BAO measurements in light of the latest ACT DR6 CMB data" to comply with the data management plan.

The file includes the data and plot script needed to reproduce the figures in the paper.
DOI: 10.5281/zenodo.17262783
title: RAQAMLI TEXNOLOGIYALAR ASOSIDA TIKUV-TRIKOTAJ KORXONALARIDA ISHLAB CHIQARISHNI TASHKIL ETISHNING INNOVATSION YONDASHUVLARI
DOI: 10.5281/zenodo.17262784
title: RAQAMLI TEXNOLOGIYALAR ASOSIDA TIKUV-TRIKOTAJ KORXONALARIDA ISHLAB CHIQARISHNI TASHKIL ETISHNING INNOVATSION YONDASHUVLARI
DOI: 10.26023/3qng-1pnf-500s
title: VORTEX2: NCEP Stage 4 Six Hourly Precipitation Imagery. Version 1.0

description: This dataset includes NCEP Stage 4 Six Hourly Precipitation Imagery from the VORTEX2 2009 and 2010 Field Catalogs. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. The files are in .gif format. See the catalog links in the related links section below to access the field catalogs.
DOI: 10.6084/m9.figshare.30277066
title: Supplementary Material for: Optical Coherence Tomography Measurements Alteration in Patients with End-Stage Renal Disease after Hemodialysis

description: Objectives:
This systematic review and meta-analysis aimed to evaluate the effects of hemodialysis (HD) on ocular parameters in patients with end-stage renal disease (ESRD) using optical coherence tomography (OCT).
Methods:
Adhering to PRISMA guidelines, we conducted a comprehensive search of PubMed, Scopus, and Embase databases up to June 26, 2023. Eligible studies included original research investigating retinal and choroidal OCT measurements before and after HD in human subjects. Meta-analyses were conducted using Stata 16, calculating weighted mean differences (WMD) and standardized mean differences (SMD) with 95% confidence. Meta-regression and subgroup meta-analysis were carried out for suitable parameters.
Results:
26 studies on 1,430 participants were included. Meta-analysis revealed a significant reduction in subfoveal choroidal thickness post-HD in diabetic and mixed patient groups (SMD = -0.24, P &lt; 0.0001) but not in non-diabetic patients. No significant changes were observed in average choroidal thickness, foveal retinal thickness, peripapillary retinal nerve fiber layer thickness, or macular volume across all groups. Subgroup analyses based on OCT models, eye selection etc. largely mirrored overall findings, with some variations. Sensitivity analyses were generally consistent, and quality assessment indicated satisfactory to excellent study quality.

Conclusion:
Hemodialysis generally exerts minimal effects on various ocular parameters. However, a notable reduction in subfoveal choroidal thickness was observed in diabetic and mixed ESRD populations, suggesting increased vulnerability of choroidal tissues in these groups. These findings underscore the importance of regular ophthalmologic monitoring for ESRD patients undergoing HD, particularly those with diabetes. Future research should address existing heterogeneities and explore the long-term ocular implications of repeated HD sessions.
DOI: 10.6084/m9.figshare.30277066.v1
title: Supplementary Material for: Optical Coherence Tomography Measurements Alteration in Patients with End-Stage Renal Disease after Hemodialysis

description: Objectives:
This systematic review and meta-analysis aimed to evaluate the effects of hemodialysis (HD) on ocular parameters in patients with end-stage renal disease (ESRD) using optical coherence tomography (OCT).
Methods:
Adhering to PRISMA guidelines, we conducted a comprehensive search of PubMed, Scopus, and Embase databases up to June 26, 2023. Eligible studies included original research investigating retinal and choroidal OCT measurements before and after HD in human subjects. Meta-analyses were conducted using Stata 16, calculating weighted mean differences (WMD) and standardized mean differences (SMD) with 95% confidence. Meta-regression and subgroup meta-analysis were carried out for suitable parameters.
Results:
26 studies on 1,430 participants were included. Meta-analysis revealed a significant reduction in subfoveal choroidal thickness post-HD in diabetic and mixed patient groups (SMD = -0.24, P &lt; 0.0001) but not in non-diabetic patients. No significant changes were observed in average choroidal thickness, foveal retinal thickness, peripapillary retinal nerve fiber layer thickness, or macular volume across all groups. Subgroup analyses based on OCT models, eye selection etc. largely mirrored overall findings, with some variations. Sensitivity analyses were generally consistent, and quality assessment indicated satisfactory to excellent study quality.

Conclusion:
Hemodialysis generally exerts minimal effects on various ocular parameters. However, a notable reduction in subfoveal choroidal thickness was observed in diabetic and mixed ESRD populations, suggesting increased vulnerability of choroidal tissues in these groups. These findings underscore the importance of regular ophthalmologic monitoring for ESRD patients undergoing HD, particularly those with diabetes. Future research should address existing heterogeneities and explore the long-term ocular implications of repeated HD sessions.
DOI: 10.15468/dl.hqv65p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Desmodium sericocarpum",
 "Country is Mexico",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044956-250920141307145/datasets/export for details.
DOI: 10.26023/hq2b-17yy-c00n
title: VORTEX2: NEXRAD UDX (Rapid City, SD) Reflectivity and Velocity Imagery. Version 1.0

description: This dataset includes NEXRAD Reflectivity and Velocity Imagery from the VORTEX2 field catalogs for 2009 and 2010. These imagery products are taken from the NEXRAD station located in Rapid City, SD. The files are in .gif format. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. See the related links below to access the field catalogs for the exact time periods covered by this data set.
DOI: 10.15468/dl.pjj79v
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Christiana africana",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044980-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/y98tpj
title: Occurrence data for Annonaceae species in Madagascar and other western Indian Ocean islands

description: This dataset provides occurrence records of plant species from the family Annonaceae in Madagascar. It includes specimen-based documenting the rich diversity and distribution of this family across Madagascar's unique ecosystems. The dataset aims to support research, conservation planning, and biodiversity monitoring of Annonaceae in one of the world's most biodiverse regions. Each occurrence record corresponds to a unique collector + number combination. Specimens may be deposited in multiple herbaria, but individual barcodes and institutional data are not included in this dataset. The focus is on providing a research-ready database.
DOI: 10.15468/dl.cgar2y
title: Occurrence Download

description: A dataset containing 3479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 60,60 60,60 90,30 90,30 60))"
 ]
}

 The dataset includes 3479 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044978-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2jf5q
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 60,90 60,90 90,60 90,60 60))"
 ]
}

 The dataset includes 1683 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044979-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/f1zt-6204-yk0z
title: VORTEX2: NCEP GFS Forecast Imagery. Version 1.0

description: This dataset includes NCEP GFS Forecast Imagery from the VORTEX2 field catalogs for 2009 and 2010. The files are gif images. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. See the related links below to access the field catalogs for the exact time periods covered by this data set.
DOI: 10.5281/zenodo.13924918
title: LSTM-Transformer

description: This is the dataset used in the manuscript titled "A Hybrid LSTM-Transformer Deep Learning Model for Spatiotemporal Analysis of Precipitation-Evaporation Driven Spring Discharge" including monthly evaporation (EVP.csv), precipitation (PRE.xlsx), sunshine duration (SSD.csv), wind speed (WIN.csv), air pressure (PRS.csv), relative humid (RHU.csv), ground surface temperature (GST.csv), air temperature (TEM.csv) and spring discharge data (niangziguan_new.csv)
DOI: 10.5281/zenodo.13924984
title: LSTM-Transformer

description: This is the dataset used in the manuscript titled "A Hybrid LSTM-Transformer Deep Learning Model for Spatiotemporal Analysis of Precipitation-Evaporation Driven Spring Discharge" including monthly evaporation (EVP.csv), precipitation (PRE.xlsx), sunshine duration (SSD.csv), wind speed (WIN.csv), air pressure (PRS.csv), relative humid (RHU.csv), ground surface temperature (GST.csv), air temperature (TEM.csv) and spring discharge data (niangziguan_new.csv)
DOI: 10.5281/zenodo.17262795
title: DEVELOPING MATHEMATICAL IMAGINATION IN PRESCHOOL EDUCATION
DOI: 10.5281/zenodo.17262796
title: DEVELOPING MATHEMATICAL IMAGINATION IN PRESCHOOL EDUCATION
DOI: 10.26023/t6s2-6z0m-gg0j
title: VORTEX2: NCEP NAM Forecast Imagery. Version 1.0

description: This dataset includes NCEP NAM Forecast Imagery from the VORTEX2 field catalogs for 2009 and 2010. Both the 2009 and 2010 field phases cover approximately mid-April through June for those years. The files are gif images. See the catalog links in the related links section below to access the field catalogs.
DOI: 10.15468/dl.jrd36f
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corchorus siliquosus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044982-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/8tc4-fedp-gj06
title: VORTEX2: ESRL High Resolution Rapid Refresh RUC Forecast Imagery. Version 1.0

description: This dataset includes ESRL High Resolution Rapid Refresh RUC Forecast Imagery from the VORTEX2 2009 and 2010 Field Catalogs. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. The files are in .png format. See the catalog links in the related links section below to access the field catalogs.
DOI: 10.15468/dl.ct79ux
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 60,120 60,120 90,90 90,90 60))"
 ]
}

 The dataset includes 366 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044983-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psffqg
title: Occurrence Download

description: A dataset containing 1562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 60,150 60,150 90,120 90,120 60))"
 ]
}

 The dataset includes 1562 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044984-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/f9pv-2tnx-7814
title: VORTEX2: NCEP RUC Forecast Imagery. Version 1.0

description: This dataset includes NCEP RUC Forecast Imagery from the VORTEX2 2009 and 2010 Field Catalogs. Imagery files are only available for the VORTEX2 field phases for approximately May-June 2009 and April-June 2010. The files are gif images. See the catalog links in the related links section below to access the field catalogs.
DOI: 10.5281/zenodo.17262810
title: FROM LEDGERS TO ALGORITHMS: DIGITAL TRANSFORMATION IN PUBLIC SECTOR  ACCOUNTING
DOI: 10.5281/zenodo.17262809
title: FROM LEDGERS TO ALGORITHMS: DIGITAL TRANSFORMATION IN PUBLIC SECTOR  ACCOUNTING
DOI: 10.26023/edc3-w6a5-e30s
title: VORTEX2: GOES 12 4KM Channel 1 Visible Imagery. Version 1.0

description: This dataset includes GOES 12 4km Channel Visible Imagery from the 2009 field phase of the VORTEX2 field catalog. The files are jpg images. See the catalog link in the related links section below to access the field catalog.
DOI: 10.5281/zenodo.17262823
title: FIShBOT Archive 2025-10-04

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.5281/zenodo.17262822
title: FIShBOT Archive 2025-10-04

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.q36bbc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Entelea arborescens",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044985-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/n30e-91fq-sq12
title: VORTEX2: GOES 12 4KM Channel 3 Water Vapor Imagery. Version 1.0

description: This dataset includes GOES 12 4km Channel 3 Water Vapor Imagery from the VORTEX2 field catalog. The files are jpg images. See the catalog link in the related links section below to access the field catalog.
DOI: 10.15468/dl.br7npn
title: Occurrence Download

description: A dataset containing 1586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 60,180 60,180 90,150 90,150 60))"
 ]
}

 The dataset includes 1586 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044986-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjb9sz
title: Occurrence Download

description: A dataset containing 2489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rodentia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 30,-150 30,-150 60,-180 60,-180 30))"
 ]
}

 The dataset includes 2489 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044987-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17262829
title: IMPLEMENTATION OF INNOVATIVE TECHNIQUES IN FOREIGN LANGUAGE TEACHING  WRITING
DOI: 10.5281/zenodo.17262830
title: IMPLEMENTATION OF INNOVATIVE TECHNIQUES IN FOREIGN LANGUAGE TEACHING  WRITING
DOI: 10.26023/9rdn-nheb-yt05
title: VORTEX2: GOES 12 4KM Channel 4 Thermal IR Imagery. Version 1.0

description: This dataset includes GOES 12 4km Channel 4 Thermal IR Imagery from the VORTEX2 field catalog. The files are jpg images. See the catalog link in the related links section below to access the field catalog.