cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y8rzhu
title: Occurrence Download

description: A dataset containing 1545 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Dioscorea sylvatica Eckl.",
 "TaxonKey is Dioscorea hemicrypta Burkill",
 "TaxonKey is Dioscorea elephantipes (L'Hér.) Engl.",
 "TaxonKey is Dioscorea strydomiana Wilkin",
 "TaxonKey is Dioscorea brownii Schinz"
 ]
}

 The dataset includes 1545 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004323-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8v2rx5
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Argentina",
 "Country is Paraguay",
 "Country is Bolivia (Plurinational State of)",
 "Country is Brazil",
 "Country is Uruguay"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aspidosperma quebracho-blanco Schltdl.",
 "Year 1000-2020"
 ]
}

 The dataset includes 271 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027293-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7cs9e
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vachellia pennatula (Schltdl. & Cham.) Seigler & Ebinger"
 ]
}

 The dataset includes 412 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060902-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmkjjt
title: Occurrence Download

description: A dataset listing the 2575 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colecção Botânica do Instituto de Investigação Agrária de Moçambique",
 "Geometry POLYGON((7.70362 -30.31371,64.29638 -30.31371,64.29638 -7.68629,7.70362 -7.68629,7.70362 -30.31371))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2575 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036942-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm32hm
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manis pentadactyla Linnaeus, 1758"
 ]
}

 The dataset includes 397 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046205-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atlrwv
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Helianthemum guerrae Sánchez-Gómez, J.S.Carrion & M.Á.Carrión",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004632-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.889zte
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polystichum scopulinum (D.C.Eaton) Maxon",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 265 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269922-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u32fy4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spirothelphusa verticalis (Rathbun, 1893)"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012764-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tq52z
title: Occurrence Download

description: A dataset containing 39973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ursidae"
 ]
}

 The dataset includes 39973 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339321-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9yzdy
title: Occurrence Download

description: A dataset containing 3592863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.2304 21.43614,-89.24842 17.31496,-85.18618 16.41057,-84.78831 21.43571,-88.2304 21.43614))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3592863 records from 734 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171185-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9hgtg
title: Occurrence Download

description: A dataset containing 1361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardisia japonica (Thunb.) Blume",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1361 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187304-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp3g74
title: Occurrence Download

description: A dataset containing 584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boehmeria platanifolia (Franch. & Sav.) C.H.Wright",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 584 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187298-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze5c7j
title: Occurrence Download

description: A dataset containing 1438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum obtusifolium Siebold & Zucc.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1438 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187280-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pvccc
title: Occurrence Download

description: A dataset listing the 3894904 species recorded in GBIF matching the query:
{ }

 The dataset's 3894904 records were derived from 59119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266326-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011705
title: Prediction of glucose dynamics by Bayesian modeling

description: Nowadays, we can witness the widespread use of Continuous Glucose Monitoring (CGM) portable devices. This project aims to build an almost real-time automatic alerting system to be deployed on glucose time-series. 
	We would like to leverage the Bayesian statistical framework of Gaussian Processes (GPs) for analyzing those glucose time-series. In particular, Bayesian models do have the advantage of updating dynamically themselves to the incoming new pieces of information. A second advantage relies on their intrinsic ability to be interpretable by their credible intervals. These credible intervals appeal clinician’s needs because they offer an intuitive quantification of the uncertainty of the statistical model (“Should I trust it?”). The third advantage relies on exploiting credible intervals as automatic alarms: each data-point which lies outside a credible interval, will trigger an alarm. Lastly, GPs are perfect for physiological time-series since they are non-stationary and non-linear.   
	However, the main disadvantage of GPs includes their computationally intensive nature. This issue hinders their adoption within in a tele-medicine setting since an alarm may be triggered after the pathological event had taken place, because the training of the algorithm is excessively slow. For that reason, we will try to use parallelized GPs which rely on multiple Graphics Processing Units (GPUs), thus mitigating the computational burden. 
In a nutshell, we will try to make GPs parallel by leveraging mixture-of-expert and sequential Monte Carlo. We will hope to use JAX Python library which enables GPUs computations. If everything works, we should provide a clinical meaningfulness to GPs (still to be established their use "on-line"), since at the moment GPs are just academic exercises (demonstrated use "off-line"). In other words, we want to transfer GPs as a statistical paradigm from academia towards the clinic. Indeed, GPs have already 20 years of literature showing its usefulness for biomedical time-series. Nevertheless, there is no use of GPs in the daily clinical practice, as yet. The main hindrance for such transfer of knowledge is the intrinsic computational complexity of GPs. 
	In conclusion, the project aims to build an automatic alarm system that may help in better stabilize blood sugar level in people wearing CGM devices. The main challenge will be to translate GPs’ statistical framework into a GPU-compatible Python library in order to speed up computation.
DOI: 10.17632/y6zxz5rfwh.1
title: Perchlorate radiolysis in silicate matrices and ice

description: The results of experiments and calculations of the perchlorate radiolysis in silicate matrices and ice on Mars and Europa. The "Experimental measurements" file contains the measurement results of the experiments. The "Calculations" file contains a detailed algorithm and the results of calculations of the radiation-chemical yield.
DOI: 10.5281/zenodo.17195600
title: Dataset for [Mesoporous biochar reshapes soil water dynamics under shallow groundwater: interactions with nitrogen management]

description: This dataset accompanies the manuscript “Mesoporous biochar reshapes soil water dynamics under shallow groundwater: interactions with nitrogen management” submitted to SOIL. It contains measurements of soil physical and chemical properties, soil water content (SWC) dynamics, tomato fruit quality parameters, and the R scripts used for statistical analysis and figure generation.

The data were collected during two tomato growing seasons (2022–2023) in a split-plot field experiment in the Nile Delta, Egypt. Treatments included mesoporous biochar (35 t ha⁻¹) and three nitrogen rates (100%, 80%, and 50% of recommended N).
DOI: 10.5281/zenodo.17195601
title: Dataset for [Mesoporous biochar reshapes soil water dynamics under shallow groundwater: interactions with nitrogen management]

description: This dataset accompanies the manuscript “Mesoporous biochar reshapes soil water dynamics under shallow groundwater: interactions with nitrogen management” submitted to SOIL. It contains measurements of soil physical and chemical properties, soil water content (SWC) dynamics, tomato fruit quality parameters, and the R scripts used for statistical analysis and figure generation.

The data were collected during two tomato growing seasons (2022–2023) in a split-plot field experiment in the Nile Delta, Egypt. Treatments included mesoporous biochar (35 t ha⁻¹) and three nitrogen rates (100%, 80%, and 50% of recommended N).
DOI: 10.17632/x6r7v2w47x
title: Influencing Factors of Ancient Tombs in China

description: Influencing Factors of Ancient Tombs in China
DOI: 10.17632/x6r7v2w47x.1
title: Influencing Factors of Ancient Tombs in China

description: Influencing Factors of Ancient Tombs in China
DOI: 10.15468/dl.mfd7q6
title: Occurrence Download

description: A dataset containing 856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes aegypti"
 ]
}

 The dataset includes 856 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016161-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bf5zgdx6g3
title: Beyond Research: Reframing Dermatology Residency Selection

description: Title: Beyond Research: Reframing Dermatology Residency Selection

 Authors: Mitchell Hanson, BS1*; Jake Nusynowitz, BS2,3*; John Trinidad, MD, MPH2十 
 
1Medical College of Georgia, Augusta, GA, USA
2Department of Dermatology, Massachusetts General Hospital, Boston, MA, USA
3Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA

Supplementary Material 1: Supplemental References
DOI: 10.17026/ar/dmslvd
title: PAN-00177424 - ring unspecified (period unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177424&lt;/p&gt;
description: Modified: 2025-07-24T10:15:36+02:00
DOI: 10.17632/bf5zgdx6g3.1
title: Beyond Research: Reframing Dermatology Residency Selection

description: Title: Beyond Research: Reframing Dermatology Residency Selection

 Authors: Mitchell Hanson, BS1*; Jake Nusynowitz, BS2,3*; John Trinidad, MD, MPH2十 
 
1Medical College of Georgia, Augusta, GA, USA
2Department of Dermatology, Massachusetts General Hospital, Boston, MA, USA
3Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA

Supplementary Material 1: Supplemental References
DOI: 10.17632/nvst2p8fd5
title: Media Choices Brazil

description: This dataset was obtained via an online survey with a convenience sample of 615 adult residents of Brazil. The survey was funded by a small grant for graduate student research and approved by the Institutional Review Board at the researchers’ university. The survey was developed in Qualtrics, and data collection, managed by Dynata, a research services company, occurred between February 19, 2024, and April 15, 2024. The survey lasted approximately 11.3 minutes.
The qualitative data collected in the survey was deleted to protect respondents' anonymity.
DOI: 10.17632/nvst2p8fd5.1
title: Media Choices Brazil

description: This dataset was obtained via an online survey with a convenience sample of 615 adult residents of Brazil. The survey was funded by a small grant for graduate student research and approved by the Institutional Review Board at the researchers’ university. The survey was developed in Qualtrics, and data collection, managed by Dynata, a research services company, occurred between February 19, 2024, and April 15, 2024. The survey lasted approximately 11.3 minutes.
The qualitative data collected in the survey was deleted to protect respondents' anonymity.
DOI: 10.17632/2rvp2tdkdv
title: Smart Retailing

description: Smart retailing Behavioural Intention among Malaysia
DOI: 10.17632/2rvp2tdkdv.1
title: Smart Retailing

description: Smart retailing Behavioural Intention among Malaysia
DOI: 10.15468/dl.gnaccc
title: Occurrence Download

description: A dataset containing 33865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Betula pendula"
 ]
}

 The dataset includes 33865 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016163-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wkfxx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenocissus vitacea",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016162-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.14767822
title: Microbiology sampling and DNA extraction from the Terrebonne Basin, Walker Ridge Block 313, Site H, Expedition UT-GOM2-2

description: These data include sample collection and limited DNA extraction of microbiology and contamination control samples. Subsamples were collected from conventional whole rounds (sample code MB and MBC) and sub-cored from cryogenically frozen and depressurized pressure core sections (sample code CRYO). See Expedition UT-GOM2-2 Methods: Microbiology (Flemings et al., 2025a, https://doi.org/10.5281/zenodo.13971228).

The attached readme file, previewed below, describes all the data files in this dataset and their contents. The readme file also contains links to where the data is presented in the expedition proceedings.

Additional data you might expect to find in this dataset can instead be found at the following locations:

Sample depths can be found in the curation dataset (http://doi.org/10.5281/zenodo.14926309). Download the file UT-GOM2-2 CORE LOG depths – sortable.xlsx. For conventional whole rounds, see tab “Section-piece log”, sample code “MB” for microbiology whole rounds, “MBC” for two microbiology whole rounds specifically for the University of Chicago. For CRYO whole rounds, see “CRYO”.  Subsampling and sub-coring depths can be found in the attached sub-sample log.
DOI: 10.15468/dl.58ywfj
title: Occurrence Download

description: A dataset containing 1062863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1992"
 ]
}

 The dataset includes 1062863 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016060-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/aspqhi
title: PAN-00104906 - coin/coin-related, Constantinus I (306-337), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00104906&lt;/p&gt;
description: Modified: 2025-05-06T16:36:35+02:00
DOI: 10.17632/9c9d3prfmv
title: Supplementary data - Donkey Milk: Seasonality and Heat Treatment
DOI: 10.17632/9c9d3prfmv.1
title: Supplementary data - Donkey Milk: Seasonality and Heat Treatment
DOI: 10.17632/6pvwstnzck
title: Calcium Isotope Fractionation in Plagioclase from Mafic-Ultramafic Rocks: Implications for Magmatic Processes and Planetary Differentiation

description: Here are a total of 10 tables. Table 1 shows the whole-rock major element compositions of the Panzhihua and Xiaohaizi intrusions; Table 2 presents the calcium isotope compositions of the whole-rock, clinopyroxene, and plagioclase in the two intrusions; Table 3 lists the Δ44/40CaPl-cpx values of samples in the two intrusions; Table 4 is the estimated Plagioclase-Melt Ca Fractionation Factors at 1273K; Table 5 is the estimated calcium isotopic composition of residual melts during the solidification of the lunar magma ocean;Table S1 shows the trace element data of clinopyroxene and plagioclase in the two intrusions; and Tables S2 to S5 respectively present the major element compositions of clinopyroxene and plagioclase in the Panzhihua and Xiaohaizi intrusions.
DOI: 10.17632/6pvwstnzck.1
title: Calcium Isotope Fractionation in Plagioclase from Mafic-Ultramafic Rocks: Implications for Magmatic Processes and Planetary Differentiation

description: Here are a total of 10 tables. Table 1 shows the whole-rock major element compositions of the Panzhihua and Xiaohaizi intrusions; Table 2 presents the calcium isotope compositions of the whole-rock, clinopyroxene, and plagioclase in the two intrusions; Table 3 lists the Δ44/40CaPl-cpx values of samples in the two intrusions; Table 4 is the estimated Plagioclase-Melt Ca Fractionation Factors at 1273K; Table 5 is the estimated calcium isotopic composition of residual melts during the solidification of the lunar magma ocean;Table S1 shows the trace element data of clinopyroxene and plagioclase in the two intrusions; and Tables S2 to S5 respectively present the major element compositions of clinopyroxene and plagioclase in the Panzhihua and Xiaohaizi intrusions.
DOI: 10.17026/ar/gzpsty
title: PAN-00177279 - ring unspecified (period unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177279&lt;/p&gt;
description: Modified: 2025-07-21T10:55:48+02:00
DOI: 10.17632/hf2dm2w6yc.1
title: Kral et al. 2025 (Molecular Cell)_Code
DOI: 10.5281/zenodo.16689630
title: Void gas molecular composition (C1-C5 hydrocarbon, CO2, and air) from the Terrebonne Basin, Walker Ridge Block 313, Site H, Expedition UT-GOM2-2

description: This dataset contains gas composition data from void gas samples (sample code VG). Void gases were extracted using a stainless-steel puncture sampler that was pushed through the core liner shortly after the core was collected onboard the Helix Q4000. Samples were analyzed onboard the Helix Q4000 using an Inficon Fusion MicroGC chromatograph with molecular sieve, PLOT Q columns, and thermal conductivity detector. Carbon dioxide, methane, ethane, propane, butane, isobutane, and pentane were measured. See Expedition UT-GOM2-2 Methods: Gas Geochemistry (Flemings et al., 2025a, https://doi.org/10.5281/zenodo.13971228).

The attached readme file, previewed below, describes the data file in this dataset and its contents. The readme file also contains links to where the data is presented in the expedition proceedings.

Additional data you might expect to find in this dataset can instead be found at the following locations:

The sample depths can be found in the curation dataset (http://doi.org/10.5281/zenodo.14926309). Download the file UT-GOM2-2 CORE LOG depths – sortable.xlsx, see tab “Sample-measurement log” sample code “VG”.

Gas composition of additional void samples, pressure cores, and dissociated gas hydrate can be found in the gas geochemistry dataset (https://doi.org/10.5281/zenodo.15626975).

Gas composition of headspace gas samples can be found in the gas geochemistry dataset (https://doi.org/10.5281/zenodo.14518633).
DOI: 10.17632/zhdxcvcp6k
title: Comparative Analysis of Influent and Effluent Measurements of Per- and Polyfluoroalkyl Substances (PFAS) at Wastewater Treatment Facilities Datasets

description: This dataset includes raw data for the publication "Comparative Analysis of Influent and Effluent Measurements of Per- and Polyfluoroalkyl Substances (PFAS) at Wastewater Treatment Facilities".