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

description: A dataset containing 36463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scophthalmus aquosus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36463 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008083-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9f2x8
title: Occurrence Download

description: A dataset containing 1473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 1473 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008084-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csjjct
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Sex is Female",
 "TaxonKey is Rhincodon",
 "Year 1840-2025"
 ]
}

 The dataset includes 309 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008085-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4deae
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Camera trap records of small mammals from Jagdishpur, Kapilvastu, Nepal"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008086-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48670/mds-00363
title: Floating Sargassum algae detection Index from satellite observations
DOI: 10.15468/dl.g9tyws
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008089-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30698186
title: Data for "Long-term surveillance of a woodland salamander community with a review of long-term field studies in plethodontids"

description: These data are from a long-term study of a salamander community at Wooster Memorial Park (Ohio USA, 2014 - 2023). The data include information on population trends, surface activity patterns, habitat preferences, color morph frequencies, body size and body condition, likely hybridization patterns and a variety of other natural history data.
DOI: 10.6084/m9.figshare.30698186.v1
title: Data for "Long-term surveillance of a woodland salamander community with a review of long-term field studies in plethodontids"

description: These data are from a long-term study of a salamander community at Wooster Memorial Park (Ohio USA, 2014 - 2023). The data include information on population trends, surface activity patterns, habitat preferences, color morph frequencies, body size and body condition, likely hybridization patterns and a variety of other natural history data.
DOI: 10.15468/dl.nj77t3
title: Occurrence Download

description: A dataset containing 49039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scophthalmus maximus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49039 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008087-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011043
title: Impact of Treatment Strategy on Candidemia and Invasive Candidiasis:  A Patient Level Meta-Analysis

description: Fungal infections in the bloodstream, known as candidemia, are a serious health concern in hospitals. These infections are caused by Candida species, a type of fungus that can enter the bloodstream and lead to life-threatening illness. In the United States, Candida infections are one of the most common bloodstream infections in hospitalized patients. Candidemia can lead to longer hospital stays, higher medical costs, and an increased risk of death.

In recent years, a growing number of these infections have been caused by non-albicans species of Candida, which means that treatment choices have become more complicated. A newly emerging species, Candida auris, has posed additional challenges because it is often resistant to common antifungal treatments. Invasive candidiasis, another serious fungal infection, can be difficult to treat because the infection spreads to different parts of the body, making it harder for antifungal medications to reach affected areas.
New antifungal medications, such as rezafungin and certain triazole drugs, have been introduced to improve treatment outcomes. Rezafungin and triazole drugs works by blocking the production essential components of the fungal cell wall so that they become weak and are unable to survive. However, doctors and researchers still need a better understanding of how effective these newer treatments are compared to older options. 

This project will involve a systematic review and meta-analysis of existing research. A systematic review is a method used to collect and analyze findings from multiple studies on a particular topic, while a meta-analysis combines the results of these studies to identify overall trends. By analyzing data from multiple studies, we aim to provide clearer guidance on the best ways to treat these infections.
DOI: 10.5281/zenodo.17546719
title: Simultaneous measurements of solar wind from L1, shocked solar wind from Magnetosheath, and measures of geomagnetic response from ground-based indices

description: These data are compiled from other sources, and are used in the calcuations and simulations for the paper "Regression to the Mean of Extreme Geomagnetic Storms". 

Data.zip contains the curated data set of simultaneous measurements from L1 satellites and ground-based measurements. Simultaneous measurements made in the Magnetosheath, is currently still a private database, which is in the process of being published as a separate dataset. The methodology used to create this magnetosheath measurements is described by Michotte de Welle et al., 2024. Once published, we will update it onto this repository. Meanwhile, please contact the author for access to the dataset for the purposes of reviewing the results associated with the work. 

Here are the acknowledgements of the primary data sources: 

All data we have used is publicly available. We thank GSFC/SPDF OMNIWeb service for the WIND spacecraft measurements 33. The WIND spacecraft measurements of the solar wind propagated to the bow shock can be accessed from https://spdf.gsfc.nasa.gov/pub/data/omni/high_res_omni/sc_specific/. The MMS, Cluster, DoubleStar, and THEMIS data can be accessed from GSFC/SPDF web service https://spdf.gsfc.nasa.gov/. The polar cap index values PCN and PCS were downloaded from https://pcindex.org/archive. We thank Dr. Oleg Troshichev of the Arctic and Antarctic Research Institute for this data (https://pcindex.org/contacts). The auroral electrojet indices were downloaded from the SuperMAG database https://supermag.jhuapl.edu/indices/. For SuperMAG indices we gratefully acknowledge the SuperMAG collaborators (https://supermag.jhuapl.edu/info/?page=acknowledgement).
DOI: 10.15468/dl.925ry3
title: Occurrence Download

description: A dataset containing 14335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia trifida",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 14335 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008090-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48670/mds-00364
title: Global coastal satellite derived bathymetry static
DOI: 10.15468/dl.gmdfgg
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((128.975 48.046,129.25 48.046,129.25 48.192,128.975 48.192,128.975 48.046))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 338 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6dehu
title: Occurrence Download

description: A dataset containing 8195 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de anfibios - Museo de Herpetología de la Universidad de Antioquia"
 ]
}

 The dataset includes 8195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003816-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrgefz
title: Occurrence Download

description: A dataset containing 719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plebejus melissa samuelis"
 ]
}

 The dataset includes 719 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003817-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avfd8d
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lontra felina"
 ]
}

 The dataset includes 522 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003818-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30688034
title: <b>Quantile-Dependent Spillover Dynamics and Asymmetric Connectedness Between Green Bonds, Clean Energy, and Electric Vehicle Markets: Insight from Time and Frequency Analysis</b>

description: The dataset comprises of the return and decomposed data series which was analysed for the study with the above title.
DOI: 10.6084/m9.figshare.30688034.v1
title: <b>Quantile-Dependent Spillover Dynamics and Asymmetric Connectedness Between Green Bonds, Clean Energy, and Electric Vehicle Markets: Insight from Time and Frequency Analysis</b>

description: The dataset comprises of the return and decomposed data series which was analysed for the study with the above title.
DOI: 10.15468/dl.jsq43z
title: Occurrence Download

description: A dataset containing 21063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dermochelys coriacea",
 "Year 1964-2015"
 ]
}

 The dataset includes 21063 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003819-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13834330
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.n68wg9
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stenocereus standleyi"
 ]
}

 The dataset includes 269 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003820-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yauat2
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stenocereus kerberi"
 ]
}

 The dataset includes 183 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003821-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/2j0q-4f93
title: Minnesota HCUP
DOI: 10.57783/ychz-zh12
title: LibreChat-TEST
DOI: 10.25345/c5dr2pp0t
title: MassIVE MSV000099992 - Proteomic analysis of idiopathic pulmonary fibrosis (IPF) clinical samples
title: Micronized Folch extractions (MPLEx) were carried out on human lung tissue homogenates from 27 healthy donors and 16 donors with IPF to isolate proteins. Proteins were denatured in urea and digested with trypsin, and the resulting peptides were analyzed using data-independent acquisition (DIA). A pooled sample was fractionated on a C18 column into 24 sub-fractions and analyzed by data-dependent acquisition (DDA) to build a spectral library. DDA files were searched in FragPipe/MSFragger, and the resulting library was imported into DIA-NN for quantification of the DIA datasets.
DOI: 10.5281/zenodo.17685593
title: FIShBOT Archive 2025-11-23

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.17685594
title: FIShBOT Archive 2025-11-23

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: 10.57967/hf/7060
title: The_Incompleteness_of_Reasoning
DOI: 10.15468/dl.t3437e
title: Occurrence Download

description: A dataset containing 1223014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "Year 2016-2016"
 ]
}

 The dataset includes 1223014 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003814-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17685586
title: Reference Article Set for Systematic Review on Middleware Mobility Technologies (2000–2024)

description: This file contains the bibliographic reference set (RIS format) of 57 articles analyzed in the systematic literature review on middleware frameworks supporting seamless application mobility, conducted using PRISMA methodology
DOI: 10.5281/zenodo.17685587
title: Reference Article Set for Systematic Review on Middleware Mobility Technologies (2000–2024)

description: This file contains the bibliographic reference set (RIS format) of 57 articles analyzed in the systematic literature review on middleware frameworks supporting seamless application mobility, conducted using PRISMA methodology
DOI: 10.5281/zenodo.17685529
title: Measurment data of urban thermal comfort in four neighborhoods in Santiago de Chile

description: measurment data of urban thermal comfort in four neighborhoods in Santiago de Chile. Contains: air temperature, relative humidity, horizontal global solar radiation, globe temperarture, wind speed, UTCI. It is separated in two excel files, one for static measurementes in twelve points (shade and exposed in parallel), five minutes interval for 3 hours. And the other file, walking pedestrian routes, 5 seconds interval for 45 minutes, one route for each neighborhood.
DOI: 10.5281/zenodo.17685530
title: Measurment data of urban thermal comfort in four neighborhoods in Santiago de Chile

description: measurment data of urban thermal comfort in four neighborhoods in Santiago de Chile. Contains: air temperature, relative humidity, horizontal global solar radiation, globe temperarture, wind speed, UTCI. It is separated in two excel files, one for static measurementes in twelve points (shade and exposed in parallel), five minutes interval for 3 hours. And the other file, walking pedestrian routes, 5 seconds interval for 45 minutes, one route for each neighborhood.
DOI: 10.15468/dl.zefkff
title: Occurrence Download

description: A dataset containing 2755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abies religiosa"
 ]
}

 The dataset includes 2755 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003823-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p58pqk
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-146.33995 -24.66295,-15.66005 -24.66295,-15.66005 27.66295,-146.33995 27.66295,-146.33995 -24.66295))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diplazium hians"
 ]
}

 The dataset includes 391 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003824-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gk869
title: Occurrence Download

description: A dataset containing 2836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lontra longicaudis"
 ]
}

 The dataset includes 2836 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003825-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16908526
title: Geolocation-Corrected GEDI L2A Footprints in Japan (2019–2023)

description: Abstract

This dataset contains geolocation-corrected GEDI (Global Ecosystem Dynamics Investigation) L2A footprints collected between 2019 and 2023 across Japan. Utilizing publicly available DEM covering 153,670.85 km² of Japan’s land area, we applied correction methods to over 2.7 million forest footprints. Among them, 1.84 million observations were successfully corrected. Validation using independent airborne LiDAR-derived canopy height data demonstrated a significant accuracy improvement, with the relative root mean squared error reduced from 35.55% to 21.07%. 

Note that only footprints located within forested areas and covered by DEM data are retained, and footprints where correction failed have been excluded.

Sample codes for both the group-level and point-level geolocation correction methods are provided in the file Sample_codes.md.

---------------------------------------------------------------------------------------------------------------------------------------------

Time span: 2019–2023

Coordinate system: WGS84 (EPSG:4326)

---------------------------------------------------------------------------------------------------------------------------------------------

Variables in dataset








Column
Description




sen
Beam sensitivity (from original GEDI L2A)


G_ele
GEDI terrain elevation at the original footprint location(from original GEDI L2A)


TanX_ele
TanDEM or auxiliary DEM terrain elevation at the original footprint location(from original GEDI L2A)


algorithm
GEDI algorithm (from original GEDI L2A)


solar_elev
Solar elevation at acquisition time (from original GEDI L2A)


beams
GEDI beams id (from original GEDI L2A)


dates
Acquisition date (from original GEDI L2A)


orbit
GEDI orbit number (from original GEDI L2A)


orig_mae
Absolute difference between original GEDI terrain elevation and ALS DEM


best_mae
Absolute difference between corrected GEDI terrain elevation and ALS DEM


shift_x
Applied offset in the X direction (meters) for correction


shift_y
Applied offset in the Y direction (meters) for correction


year
Acquisition year


geometry
Corrected footprint location in EPSG:4326
DOI: 10.5281/zenodo.17685597
title: Geolocation-Corrected GEDI L2A Footprints in Japan (2019–2023)

description: Abstract

This dataset contains geolocation-corrected GEDI (Global Ecosystem Dynamics Investigation) L2A footprints collected between 2019 and 2023 across Japan. Utilizing publicly available DEM covering 153,670.85 km² of Japan’s land area, we applied correction methods to over 2.7 million forest footprints. Among them, 1.84 million observations were successfully corrected. Validation using independent airborne LiDAR-derived canopy height data demonstrated a significant accuracy improvement, with the relative root mean squared error reduced from 35.55% to 21.07%. 

Note that only footprints located within forested areas and covered by DEM data are retained, and footprints where correction failed have been excluded.

Sample codes for both the group-level and point-level geolocation correction methods are provided in the file Sample_codes.md.

---------------------------------------------------------------------------------------------------------------------------------------------

Time span: 2019–2023

Coordinate system: WGS84 (EPSG:4326)

---------------------------------------------------------------------------------------------------------------------------------------------

Variables in dataset








Column
Description




sen
Beam sensitivity (from original GEDI L2A)


G_ele
GEDI terrain elevation at the original footprint location(from original GEDI L2A)


TanX_ele
TanDEM or auxiliary DEM terrain elevation at the original footprint location(from original GEDI L2A)


algorithm
GEDI algorithm (from original GEDI L2A)


solar_elev
Solar elevation at acquisition time (from original GEDI L2A)


beams
GEDI beams id (from original GEDI L2A)


dates
Acquisition date (from original GEDI L2A)


orbit
GEDI orbit number (from original GEDI L2A)


orig_mae
Absolute difference between original GEDI terrain elevation and ALS DEM


best_mae
Absolute difference between corrected GEDI terrain elevation and ALS DEM


shift_x
Applied offset in the X direction (meters) for correction


shift_y
Applied offset in the Y direction (meters) for correction


year
Acquisition year


geometry
Corrected footprint location in EPSG:4326