cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2qbmgt
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haptotrichion Paul G.Wilson"
 ]
}

 The dataset includes 53 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089810-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fhcvx
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haegiela P.S.Short & Paul G.Wilson"
 ]
}

 The dataset includes 183 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089798-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvfr7e
title: Occurrence Download

description: A dataset containing 7948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyalosperma Steetz"
 ]
}

 The dataset includes 7948 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089872-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z9nks
title: Occurrence Download

description: A dataset containing 4042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixodia R.Br."
 ]
}

 The dataset includes 4042 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089901-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94t94b
title: Occurrence Download

description: A dataset containing 17369 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptorhynchos Less."
 ]
}

 The dataset includes 17369 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097541-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq9na5
title: Occurrence Download

description: A dataset containing 8226 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucochrysum (DC.) Paul G.Wilson"
 ]
}

 The dataset includes 8226 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090051-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u75xaz
title: Occurrence Download

description: A dataset containing 2159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucogenes Beauverd"
 ]
}

 The dataset includes 2159 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090060-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2egftz
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odixia Orchard"
 ]
}

 The dataset includes 379 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090283-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6smhv
title: Occurrence Download

description: A dataset containing 9401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Millotia Cass."
 ]
}

 The dataset includes 9401 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090130-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7m5czm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Paraguay",
 "TaxonKey is Bothrops jararaca"
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080980-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cnwtx3v84f
title: Supplementary Figure 2. Time from hospital discharge to initiation of biologics, stratifying for admitting service.

description: Inpatient Management of Hidradenitis Suppurativa: A Single-Center Retrospective Study
DOI: 10.17632/cnwtx3v84f.1
title: Supplementary Figure 2. Time from hospital discharge to initiation of biologics, stratifying for admitting service.

description: Inpatient Management of Hidradenitis Suppurativa: A Single-Center Retrospective Study
DOI: 10.5281/zenodo.15824713
title: Flash Flood Events in West Africa: Event Descriptions and GRDC Streamflow Station Locations

description: This dataset compiles information on flash flood events across the West Africa domain (FlashFloodEvents.xslx)from multiple authoritative sources, covering the period from 2013 to 2023. The dataset is organized into five sheets:





Flash Flood Database: Extracted flash flood events from the Global Flash Flood Database specific to West Africa. For further details on this source, contact Andrew Kruczkiewicz (ajk2207@columbia.edu).




EMDAT: Flash flood events from the publicly accessible EMDAT database (https://emdat.be), filtered to include only events within the West Africa region.




Flood List: A comprehensive list of flood events across West Africa recorded on the Flood List website (https://floodlist.com/Africa). Flash flood events are specifically identified within this list.




Compiled events: A compiled master list of flash flooding events in West Africa, derived from the integration of the previous three sources: the Global Flash Flood Database, EMDAT, and Flood List.




Identified Flash Flood Events: A focused subset of flash flood events selected for EF5 evaluation, including only those events that appear in at least two of the source datasets.



Additionally, a detailed list of all river discharge monitoring stations from the Global Runoff Data Centre (GRDC) relevant to West Africa and Ghana is provided in the file GRDC_stations.xlsx. This includes station locations, descriptions, and other metadata useful for hydrological analysis and validation.

This dataset provides a valuable resource for flood risk assessment, hydrological studies, and regional disaster management planning in West Africa.
DOI: 10.5281/zenodo.15824712
title: Flash Flood Events in West Africa: Event Descriptions and GRDC Streamflow Station Locations

description: This dataset compiles information on flash flood events across the West Africa domain (FlashFloodEvents.xslx)from multiple authoritative sources, covering the period from 2013 to 2023. The dataset is organized into five sheets:





Flash Flood Database: Extracted flash flood events from the Global Flash Flood Database specific to West Africa. For further details on this source, contact Andrew Kruczkiewicz (ajk2207@columbia.edu).




EMDAT: Flash flood events from the publicly accessible EMDAT database (https://emdat.be), filtered to include only events within the West Africa region.




Flood List: A comprehensive list of flood events across West Africa recorded on the Flood List website (https://floodlist.com/Africa). Flash flood events are specifically identified within this list.




Compiled events: A compiled master list of flash flooding events in West Africa, derived from the integration of the previous three sources: the Global Flash Flood Database, EMDAT, and Flood List.




Identified Flash Flood Events: A focused subset of flash flood events selected for EF5 evaluation, including only those events that appear in at least two of the source datasets.



Additionally, a detailed list of all river discharge monitoring stations from the Global Runoff Data Centre (GRDC) relevant to West Africa and Ghana is provided in the file GRDC_stations.xlsx. This includes station locations, descriptions, and other metadata useful for hydrological analysis and validation.

This dataset provides a valuable resource for flood risk assessment, hydrological studies, and regional disaster management planning in West Africa.
DOI: 10.17632/xb7gm58d8h
title: Meta analysis of efficacy and safety of fire needle therapy for melasma

description: To systematically evaluate the clinical effectiveness of fire needle in treating melasma and provide advanced evidence-based basis for clinical treatment of melasma patients.
DOI: 10.15151/esrf-dc-2142507587
title: Nanoscale 3D characterization of an Al-1Fe-1Zr alloy for additive manufacturing

description: The Al-1Fe-1Zr alloy exploits the non-equilibrium solidification dynamics inherent to laser powder bed fusion, characterized by high thermal gradients and rapid solidification front velocities. Here, we investigate the alloy's 3D microstructure using state-of-the-art synchrotron-based nano-tomography techniques. High-resolution holographic and near-field ptychographic X-ray computed tomography were employed, achieving spatial resolutions as small as 57 nm. Our comparative analysis shows that near-field ptychographic tomography offers superior signal-to-noise ratio and spatial resolution, while holographic tomography allows for faster data acquisition with minimal loss in quality. These methods reveal the 3D distribution, morphology, and interconnectivity of Fe-rich and Zr-rich intermetallic phases. Complementary X-ray fluorescence computed tomography further provides quantitative local information on elemental wt%, revealing Fe and Zr distribution with a resolution of 0.1 wt%. The findings highlight key microstructural features that contribute to the alloy's enhanced strength and thermal conductivity, offering critical insights for optimizing its performance in LPBF applications.
DOI: 10.22033/esgf/cmip6.16365
title: IPSL IPSL-CM6A-ATM-ICO-MR model output prepared for CMIP6 HighResMIP

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.HighResMIP.IPSL.IPSL-CM6A-ATM-ICO-MR' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The IPSL-CM6A-ATM-ICO-MR climate model, released in 2021, includes the following components:
 atmos: DYNAMICO-LMDZ (NPv6; 64000-point icosahedral-hexagonal; 79 levels; top level 80000 m), land: ORCHIDEE (v2.2, Water/Carbon/Energy mode). 
The model was run by the Institut Pierre Simon Laplace, Paris 75252, France (IPSL) in native nominal resolutions: atmos: 100 km, land: 100 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.16367
title: IPSL IPSL-CM6A-ATM-ICO-VHR model output prepared for CMIP6 HighResMIP

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.HighResMIP.IPSL.IPSL-CM6A-ATM-ICO-VHR' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The IPSL-CM6A-ATM-ICO-VHR climate model, released in 2021, includes the following components:
 atmos: DYNAMICO-LMDZ (NPv6; 1024000-point icosahedral-hexagonal; 79 levels; top level 80000 m), land: ORCHIDEE (v2.2, Water/Carbon/Energy mode). 
The model was run by the Institut Pierre Simon Laplace, Paris 75252, France (IPSL) in native nominal resolutions: atmos: 25 km, land: 25 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.17065
title: UCSB E3SM1.0 model output prepared for CMIP6 ScenarioMIP

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.ScenarioMIP.UCSB.E3SM-1-0' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The E3SM 1.0 (Energy Exascale Earth System Model) climate model, released in 2018, includes the following components:
 aerosol: MAM4 with resuspension, marine organics, and secondary organics (same grid as atmos), atmos: EAM (v1.0, cubed sphere spectral-element grid; 5400 elements with p=3; 1 deg average grid spacing; 90 x 90 x 6 longitude/latitude/cubeface; 72 levels; top level 0.1 hPa), atmosChem: Troposphere specified oxidants for aerosols. Stratosphere linearized interactive ozone (LINOZ v2) (same grid as atmos), land: ELM (v1.0, cubed sphere spectral-element grid; 5400 elements with p=3; 1 deg average grid spacing; 90 x 90 x 6 longitude/latitude/cubeface; satellite phenology mode), MOSART (v1.0, 0.5 degree latitude/longitude grid), ocean: MPAS-Ocean (v6.0, oEC60to30 unstructured SVTs mesh with 235160 cells and 714274 edges, variable resolution 60 km to 30 km; 60 levels; top grid cell 0-10 m), seaIce: MPAS-Seaice (v6.0, same grid as ocean). 
The model was run by the Bren School of Environmental Science and Management, University of California, Santa Barbara. Mailing address: c/o Samantha Stevenson, 2400 Bren Hall, University of California Santa Barbara, Santa Barbara, CA 93106, USA (UCSB) in native nominal resolutions: aerosol: 100 km, atmos: 100 km, atmosChem: 100 km, land: 100 km, ocean: 50 km, seaIce: 50 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.17161
title: UCSB E3SM1.0 model output prepared for CMIP6 ScenarioMIP ssp370

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.ScenarioMIP.UCSB.E3SM-1-0.ssp370' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The E3SM 1.0 (Energy Exascale Earth System Model) climate model, released in 2018, includes the following components:
 aerosol: MAM4 with resuspension, marine organics, and secondary organics (same grid as atmos), atmos: EAM (v1.0, cubed sphere spectral-element grid; 5400 elements with p=3; 1 deg average grid spacing; 90 x 90 x 6 longitude/latitude/cubeface; 72 levels; top level 0.1 hPa), atmosChem: Troposphere specified oxidants for aerosols. Stratosphere linearized interactive ozone (LINOZ v2) (same grid as atmos), land: ELM (v1.0, cubed sphere spectral-element grid; 5400 elements with p=3; 1 deg average grid spacing; 90 x 90 x 6 longitude/latitude/cubeface; satellite phenology mode), MOSART (v1.0, 0.5 degree latitude/longitude grid), ocean: MPAS-Ocean (v6.0, oEC60to30 unstructured SVTs mesh with 235160 cells and 714274 edges, variable resolution 60 km to 30 km; 60 levels; top grid cell 0-10 m), seaIce: MPAS-Seaice (v6.0, same grid as ocean). 
The model was run by the Bren School of Environmental Science and Management, University of California, Santa Barbara. Mailing address: c/o Samantha Stevenson, 2400 Bren Hall, University of California Santa Barbara, Santa Barbara, CA 93106, USA (UCSB) in native nominal resolutions: aerosol: 100 km, atmos: 100 km, atmosChem: 100 km, land: 100 km, ocean: 50 km, seaIce: 50 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.
DOI: 10.22033/esgf/cmip6.16046
title: DWD MPI-ESM1.2-LR model output prepared for CMIP6 DCPP

description: Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets: These data include all datasets published for 'CMIP6.DCPP.DWD.MPI-ESM1-2-LR' with the full Data Reference Syntax following the template 'mip_era.activity_id.institution_id.source_id.experiment_id.member_id.table_id.variable_id.grid_label.version'.
 
 The MPI-ESM1.2-LR climate model, released in 2017, includes the following components:
 aerosol: none, prescribed MACv2-SP, atmos: ECHAM6.3 (spectral T63; 192 x 96 longitude/latitude; 47 levels; top level 0.01 hPa), land: JSBACH3.20, landIce: none/prescribed, ocean: MPIOM1.63 (bipolar GR1.5, approximately 1.5deg; 256 x 220 longitude/latitude; 40 levels; top grid cell 0-12 m), ocnBgchem: HAMOCC6, seaIce: unnamed (thermodynamic (Semtner zero-layer) dynamic (Hibler 79) sea ice model). 
The model was run by the Deutscher Wetterdienst, Offenbach am Main 63067, Germany (DWD) in native nominal resolutions: aerosol: 250 km, atmos: 250 km, land: 250 km, landIce: none, ocean: 250 km, ocnBgchem: 250 km, seaIce: 250 km. 

Project: These data have been generated as part of the internationally-coordinated Coupled Model Intercomparison Project Phase 6 (CMIP6; see also GMD Special Issue: http://www.geosci-model-dev.net/special_issue590.html). The simulation data provides a basis for climate research designed to answer fundamental science questions and serves as resource for authors of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC-AR6).

CMIP6 is a project coordinated by the Working Group on Coupled Modelling (WGCM) as part of the World Climate Research Programme (WCRP). Phase 6 builds on previous phases executed under the leadership of the Program for Climate Model Diagnosis and Intercomparison (PCMDI) and relies on the Earth System Grid Federation (ESGF) and the Centre for Environmental Data Analysis (CEDA) along with numerous related activities for implementation. The original data is hosted and partially replicated on a federated collection of data nodes, and most of the data relied on by the IPCC is being archived for long-term preservation at the IPCC Data Distribution Centre (IPCC DDC) hosted by the German Climate Computing Center (DKRZ).

The project includes simulations from about 120 global climate models and around 45 institutions and organizations worldwide. - Project website: https://pcmdi.llnl.gov/CMIP6.