cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4zkj2a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((144.268673 -36.566631, 144.268673 -36.568877, 144.270919 -36.568877, 144.270919 -36.566631, 144.268673 -36.566631))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065686-240626123714530/datasets/export for details.
DOI: 10.15468/dl.sthbf5
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Country mismatch, The taxon ID was not used in backbone matching, The scientific name differs on the record from that found in the checklist, The backbone match found using the taxon IDs differs from what would be found if using the scientific names , Individual count invalid, Individual count conflicts with occurrence status)",
 "OccurrenceStatus is Present",
 "TaxonKey is Triacanthodidae"
 ]
}

 The dataset includes 161 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065685-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wp2t76
title: Occurrence Download

description: A dataset containing 39577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Country mismatch, The taxon ID was not used in backbone matching, The scientific name differs on the record from that found in the checklist, The backbone match found using the taxon IDs differs from what would be found if using the scientific names , Individual count invalid, Individual count conflicts with occurrence status)",
 "OccurrenceStatus is Present",
 "TaxonKey is Naso Lacepède, 1801"
 ]
}

 The dataset includes 39577 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065684-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bpmyv
title: Occurrence Download

description: A dataset containing 2882467 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "GadmGid is ZAF.1_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2882467 records from 566 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065607-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14767824
title: "Data From: Loss of meltwater from glaciers and snowpack may increase synchrony of river habitats and resources in mountain watersheds [Dataset].
title: Dunkle_etal_2025_Dataset.

description: Release for DOI as part of Ecology Manuscript Publishing Process
DOI: 10.5281/zenodo.14767825
title: "Data From: Loss of meltwater from glaciers and snowpack may increase synchrony of river habitats and resources in mountain watersheds [Dataset].
title: Dunkle_etal_2025_Dataset.

description: Release for DOI as part of Ecology Manuscript Publishing Process
DOI: 10.25934/pr00011304
title: AMR Surveillance Dashboard

description: Background

Antimicrobial resistance (AMR) is a growing global threat that occurs when bacteria, viruses, fungi, and parasites evolve to resist the drugs designed to kill them. This leads to longer hospital stays, higher medical costs, and increased mortality. One of the key challenges in tackling AMR is the lack of timely, actionable data that can help healthcare professionals and policymakers make informed decisions.

Proposed Research

This project aims to develop an interactive Antimicrobial Resistance Surveillance Dashboard based on research using data from Pfizer, obtained through Vivli's website. The dashboard will visualize resistance trends over time, identify geographic and demographic hotspots, track antibiotic usage patterns, and forecast emerging resistance threats using machine learning models. It will also include tools to assess intervention effectiveness and support appropriate antibiotic prescribing.

How the research will:

1. Improve Patient Outcomes
By identifying resistance trends and high-risk pathogens in specific populations (e.g., pediatric vs adult), clinicians can make better-informed treatment choices, reduce the use of ineffective antibiotics, and minimize complications or treatment delays.

2. Strengthen Antibiotic Stewardship
The project will include prescription appropriateness metrics and intervention impact assessments, helping hospitals and care providers monitor how well stewardship programs are working and where improvements are needed.

3. Inform Public Health Practice
The research will generate actionable insights on resistance hotspots, antibiotic consumption patterns, and predictive alerts, supporting health departments and public health authorities in resource allocation, awareness campaigns, and infection control strategies.

4. Strengthen Health Systems
By promoting data-driven decision-making, the project empowers healthcare systems to proactively respond to AMR challenges. The scalable and modular nature of the dashboard allows integration with hospital records, national surveillance programs, and international reporting frameworks.
DOI: 10.14459/2022mp1694401.002
title: HOMER - HPMC tool for Ontology-based Metadata Extraction and Re-use.

description: HOMER is a python-written metadata crawler that allows to automatically retrieve relevant research metadata from script-based workflows on HPC systems. The tool offers a flexible approach to metadata collection, as the metadata scheme can be read out from an ontology file.
DOI: 10.15468/dl.dnh8vk
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Parthenium hysterophorus L."
 ]
}

 The dataset's 1 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019126-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14830175
title: Supplemental information of "Improvement of a Single-Moment Cloud Microphysics Scheme Consistent with Dual-Polarization Radar"

description: This dataset contains parameters  for Equation 17, Equation 20, and Table 3, as presented in the manuscript "Improvement of a Single-Moment Cloud Microphysics Scheme Consistent with Dual-Polarization Radar".
DOI: 10.15468/dl.c65dh6
title: Occurrence Download

description: A dataset containing 5563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phakellia ventilabrum (Linnaeus, 1767)"
 ]
}

 The dataset includes 5563 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019133-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tq8hby
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((16.55685 48.28446,16.55136 48.26681,16.59893 48.24458,16.65793 48.2869,16.64146 48.30302,16.59207 48.30515,16.55685 48.28446))",
 "OccurrenceStatus is Present",
 "Year 2019-2025"
 ]
}

 The dataset includes 442 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019134-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14830615
title: TFB_CO2_CH4_rotational spectroscopy
DOI: 10.5281/zenodo.14830616
title: TFB_CO2_CH4_rotational spectroscopy
DOI: 10.15468/dl.vfxcpr
title: Occurrence Download

description: A dataset containing 146277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Specimen)",
 "Continent is one of (Africa, Europe, Asia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum nigrum L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 146277 records from 1283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019115-250127130748423/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.28217246.v1
title: The dataset supporting "Functional Interrogation of Neuronal Subtypes via Intersectional Expression of Optogenetic Actuator Reveals Non-linear Components in a Linear Circuit"

description: Here is the dataset supporting the work titled: "Functional Interrogation of Neuronal Subtypes via Intersectional Expression of Optogenetic Actuator Reveals Non-linear Components in a Linear Circuit" by Tiannuo Li*, Sandeep Kumar*, Hoikiu Poon, Andrew M Leifer, and Chaogu Zheng (*co-first authors)Link to the work: https://doi.org/10.1101/2025.02.03.636179 The dataset has three folders:whole_field_illumination: This folder contains the dataset related to the whole field illumination of all the strains used in this study. This dataset is used to generate the plots for Figure 2.targeted_illumination: This folder contains the dataset related to the targeted illumination at the head and/or tail of the three strains All TRN, ALM+PLM, and AVM+PLM. This dataset is used to generate the plots for Figure 3. Here is the order of stimulus intensities (in uW/mm2) in which the data is arranged in 1x9 cell: H=0, T=0; H= 0, T=40; H=0, T=80; H=40, T=0, H=40, T=40, H=40, T=80; H=80, T=0; H=80, T=40; and H=80, T=80.AVM_and_PLM_whole_field_illumination_multiple_intensity: This folder contains the dataset related to the whole field illumination of the AVM+PLM strain used in this study. This strain was illuminated with 20, 40, 80, 100, and 150 uW/mm2. This dataset is used to generate the plots for Figure 4.The code used to collect and analyze the behavioral dataset is available at https://github.com/leiferlab/kumar-touch-neuron-subtypes.git
DOI: 10.15468/dl.564e37
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxifraga hirsuta subsp. paucicrenata (Leresche ex Gillot) D.A.Webb"
 ]
}

 The dataset includes 752 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019135-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw2t24
title: Occurrence Download

description: A dataset containing 894336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Rutaceae)"
 ]
}

 The dataset includes 894336 records from 2418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019131-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1856961/2365326
title: Data for EMSL Project 48666 from October 2019
DOI: 10.15468/dl.hu6gah
title: Occurrence Download

description: A dataset containing 1118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Rattus rattus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1118 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010365-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5am4yc
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dunbaria debilis Baker"
 ]
}

 The dataset includes 198 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028173-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1857773/2365327
title: Data for EMSL Project 48666 from October 2019
DOI: 10.25582/data.2019-10.1857765/2365328
title: Data for EMSL Project 48666 from October 2019
DOI: 10.15468/dl.2xrstt
title: Occurrence Download

description: A dataset containing 16403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespa velutina Lepeletier, 1836",
 "Year is greater than or equal to 2020",
 "Year is less than or equal to 2022",
 "Country is Belgium"
 ]
}

 The dataset includes 16403 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004607-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjrtyp
title: Occurrence Download

description: A dataset containing 150359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Côte d’Ivoire"
 ]
}

 The dataset includes 150359 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010366-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbv9hb
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Stigmatura napensis Chapman, 1926"
 ]
}

 The dataset includes 949 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028153-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-01.1936432/2365329
title: Data for EMSL Project 48666 from January 2020
DOI: 10.15468/dl.z8dvcz
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Analyses of the recent components in the sand fraction of sediment core PS1402-2"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010366-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zepcyv
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dussumieria acuta Valenciennes, 1847"
 ]
}

 The dataset includes 491 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049932-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63pgv5
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianthus oliastrae Bacch., Brullo, Casti & Giusso"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028196-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1874721/2365330
title: Data for EMSL Project 48666 from October 2019
DOI: 10.15468/dl.g9chee
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "TaxonKey is Melanaphis sacchari (Zehntner, 1897)"
 ]
}

 The dataset includes 89 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010366-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-12.1899593/2365331
title: Data for EMSL Project 48666 from December 2019
DOI: 10.15468/dl.f2sxhg
title: Occurrence Download

description: A dataset containing 1287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epinephelus maculatus (Bloch, 1790)"
 ]
}

 The dataset includes 1287 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050017-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krw884
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosanthemum concavum L.Bolus"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028163-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-09.1841535/2365332
title: Data for EMSL Project 48666 from September 2019
DOI: 10.15468/dl.mrp06a
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Hemiptera - SNSD"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010366-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmxj2q
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.68564 42.63691,-5.66762 42.99163,-6.44851 42.98723,-6.5266 42.68771,-6.1722 42.56617,-5.78475 42.57723,-5.68564 42.63691))",
 "HasGeospatialIssue is false",
 "TaxonKey is Trifolium squamosum L."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049966-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kezggp
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianthus nardiformis Janka"
 ]
}

 The dataset includes 88 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028156-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1859403/2365333
title: Data for EMSL Project 48666 from October 2019
DOI: 10.25582/data.2019-06.1790638/2365334
title: Data for EMSL Project 48666 from June 2019
DOI: 10.15468/dl.2dg6hc
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.72109 42.63227,-5.73235 42.98328,-5.97439 43.0265,-6.46972 42.96474,-6.45283 42.66746,-6.12918 42.56805,-5.85618 42.60121,-5.72109 42.63227))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aegilops geniculata Roth"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049989-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwyntc
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncorhynchus chrysogaster (Needham & Gard, 1964)"
 ]
}

 The dataset includes 73 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010367-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqa8xt
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplopterygium volubile (Jungh.) Nakai"
 ]
}

 The dataset includes 103 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028212-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-01.1936452/2365335
title: Data for EMSL Project 48666 from January 2020
DOI: 10.15468/dl.fktr76
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia kotschyana Fenzl"
 ]
}

 The dataset includes 120 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051786-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gszm4i
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Analyses of the recent components in the sand fraction of sediment core PS1401-2"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010367-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1856968/2365336
title: Data for EMSL Project 48666 from October 2019
DOI: 10.15468/dl.z2uq6y
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dunbaria glandulosa (Dalzell & A.Gibson) Prain"
 ]
}

 The dataset includes 39 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028226-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2019-10.1858683/2365337
title: Data for EMSL Project 48666 from October 2019
DOI: 10.15468/dl.hgsewm
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fumana fontanesii Clauson"
 ]
}

 The dataset includes 89 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051811-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lm0pt0
title: Occurrence Download

description: A dataset containing 7360 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Figure 6) Occurrence of planktonic foraminifers and other selected constituents in samples from DSDP Hole 80-550"
 ]
}

 The dataset includes 7360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010367-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.