cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23523096
title: Experimental warming altered plant functional traits and their coordination in a permafrost ecosystem

description: The dataset shows the raw data for our paper ' Experimental warming altered plant functional traits and their coordination in a permafrost ecosystem', and contains a series of individual-level trait values and community-level trait means as well as functional diversity.
DOI: 10.6084/m9.figshare.23523096.v4
title: Experimental warming altered plant functional traits and their coordination in a permafrost ecosystem

description: The dataset shows the raw data for our paper ' Experimental warming altered plant functional traits and their coordination in a permafrost ecosystem', and contains a series of individual-level trait values and community-level trait means as well as functional diversity.
DOI: 10.15151/esrf-es-1244260388
title: CryoEM structure elucidation of Pannexin 3 isoform

description: Pannexins are homolgoues of gap junction channels that remain as single membrane channels to facilitate release of ATP and other ions through the channel pore. Pannexins are in three isoforms and we seek to study isoform 3 through cryoEM. PANX 3 is the shortest of the three isoforms and displays both calcium and atp release properties. The three isoforms differ in their pore organization and PANX3 displays the widest pore among the three from our earlier structure. We therefore seek to obtain an improved resolution structure of PANX3 at the ESRF CM01 cryoEM facility
DOI: 10.5281/zenodo.4701571
title: OBO Foundry ontologies

description: Snapshot of the OBO Foundry ontologies in 2022-03-16; the dataset used for the lexical analysis of the OBO Foundry ontologies.
DOI: 10.5281/zenodo.4701572
title: OBO Foundry ontologies

description: Snapshot of the OBO Foundry ontologies in 2021-04-19; the dataset used for the lexical analysis of the OBO Foundry ontologies.
DOI: 10.5281/zenodo.6363060
title: OBO Foundry ontologies

description: Snapshot of the OBO Foundry ontologies in 2022-03-16; the dataset used for the lexical analysis of the OBO Foundry ontologies.
DOI: 10.5281/zenodo.8098888
title: OBO Foundry ontologies

description: Snapshot of the OBO Foundry ontologies in 2022-03-16; the dataset used for the lexical analysis of the OBO Foundry ontologies.
DOI: 10.25934/pr00009058
title: DATA CHALLENGE- PREDICTIVE ANALYSIS OF AMR TRENDS FOR HEALTHCARE DECISION MAKING AND FORECASTING (PATHFINDER) | 1 DATASET

description: The translation of available antimicrobial resistance (AMR) surveillance data to observe trends and evolving patterns of microbial resistance to antimicrobial agents while forecasting and identifying regions at high risk of resistant cases and also serving as a decision support tool is an aspect of AMR surveillance and interpretation that is sparsely explored nationwide and uncommon on a global scale. 

Our objective is to create a robust predictive modelling algorithm of the global spatiotemporal trends of AMR for pathogen-antibiotic combinations that can effectively forecast and detect potential resistant outbreaks and also serve as a decision support tool that assists healthcare providers in making evidence-based decisions regarding the antibiotic selection and dosage. We aim to provide revolutionary insights that can inform targeted interventions, guide antimicrobial stewardship efforts nationally, promote appropriate antibiotic use and reduce the risk of resistance development.

Our dual-intervention approach involves training a predictive model with the surveillance information available in the datasets (minimal inhibitory concentrations [MICs], infection and genotype, year, microorganisms, and antimicrobials used) to generate variable-adjustable forecasts and also developing an algorithm that will integrate the antibiotic susceptibility information to assist in antibiotic prescription decision-making. These two-tiered interactive dashboards will be developed using Python and R libraries for predictive modelling, forecasting, and machine learning packages (Pandas, NumPy, Matplotlib, Seaborn, and fpp). The Streamlit framework will seamlessly integrate Python and create a dynamic and responsive dashboard. Surveillance datasets from the Vivli AMR Register (including the ATLAS dataset) will be requested to achieve the objectives.

The goal of our proposed problem statement is to build a dashboard, exportable as a tool, that can support clinicians’ antibiotic prescription decision-making for patients, facilitate the identification of emerging resistance patterns, forecast antibiotic-resistant projections, and estimate the futuristic public health impact of resistant cases for any filtered intending queries.
DOI: 10.57967/hf/0828
title: autotrain-data-extract-entities
DOI: 10.6084/m9.figshare.23607813
title: Github tutorials, SS2

description: mtx and metadata files for github tutorials
DOI: 10.5517/ccdc.csd.cc2fpr41
title: CCDC 2255223: Experimental Crystal Structure Determination

description: Related Article: Akash Singh, Ethan Crace, Yi Xie, David B. Mitzi|2023|Chem.Commun.|59|8302|doi:10.1039/D3CC01788E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fpr52
title: CCDC 2255224: Experimental Crystal Structure Determination

description: Related Article: Akash Singh, Ethan Crace, Yi Xie, David B. Mitzi|2023|Chem.Commun.|59|8302|doi:10.1039/D3CC01788E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.23607822
title: Github tutorials, 10X 3'-seq

description: mtx and metadata files for github tutorials
DOI: 10.5281/zenodo.7415344
title: Understanding the robustness of spectral-temporal metrics across the global Landsat archive from 1984-2019 – a quantitative evaluation: extended material

description: This dataset contains extended material for the paper: Frantz, D., Rufin, P., Janz, A., Ernst, S., Pflugmacher, D., Schug, F., Hostert, P.<strong>: Understanding the robustness of spectral-temporal metrics across the global Landsat archive from 1984-2019 – a quantitative evaluation. </strong><em>In revision.</em>
DOI: 10.5281/zenodo.7415345
title: A quantitative evaluation of temporal aggregation with regards to inter-annual variability in Landsat data availability - extended material

description: This dataset contains extended material for the paper: Frantz, D., Rufin, P., Janz, A., Ernst, S., Pflugmacher, D., Schug, F., Hostert, P.<strong>: A </strong><strong>quantitative evaluation of temporal aggregation with regards to inter-annual </strong><strong>variability in Landsat data availability. </strong><em>In preparation.</em>
DOI: 10.5281/zenodo.7520888
title: Understanding the robustness of spectral-temporal metrics across the global Landsat archive – a quantitative evaluation: extended material

description: This dataset contains extended material for the paper: Frantz, D., Rufin, P., Janz, A., Ernst, S., Pflugmacher, D., Schug, F., Hostert, P.<strong>: Understanding the robustness of spectral-temporal metrics across the global Landsat archive – a quantitative evaluation. </strong><em>In submission.</em>
DOI: 10.5281/zenodo.8096599
title: Understanding the robustness of spectral-temporal metrics across the global Landsat archive from 1984-2019 – a quantitative evaluation: extended material

description: This dataset contains extended material for the paper: Frantz, D., Rufin, P., Janz, A., Ernst, S., Pflugmacher, D., Schug, F., Hostert, P.<strong>: Understanding the robustness of spectral-temporal metrics across the global Landsat archive from 1984-2019 – a quantitative evaluation. </strong><em>In revision.</em>
DOI: 10.15468/dl.1tvuaz
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mylossoma duriventre (Cuvier, 1818)"
 ]
}

 The dataset includes 756 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004508-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92anht
title: Occurrence Download

description: A dataset containing 109039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 109039 records from 498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314593-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef8g8m
title: Occurrence Download

description: A dataset containing 13388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Marine biological observation data from coastal and offshore surveys around New Zealand"
 ]
}

 The dataset includes 13388 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081660-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkeviv
title: Occurrence Download

description: A dataset containing 4875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Kenya Virtual Museum Records"
 ]
}

 The dataset includes 4875 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009222-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wg2ijy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carmichaelia enysii Kirk",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031535-190918142434337/datasets/export for details.
DOI: 10.15468/dl.fj8knv
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heberdenia excelsa (Aiton) Banks ex Roem. & Schult."
 ]
}

 The dataset includes 429 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053258-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyu9s3
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudotsuga wilsoniana Hayata"
 ]
}

 The dataset includes 194 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013466-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ktcpr
title: Occurrence Download

description: A dataset containing 1997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carpesium divaricatum Siebold & Zucc.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1997 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319661-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baqp26
title: Occurrence Download

description: A dataset containing 17531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Spinus lawrencei (Cassin, 1850)"
 ]
}

 The dataset includes 17531 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053257-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzhokd
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Côte d’Ivoire",
 "TaxonKey is Lantana camara L."
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009224-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ejt8g
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is Canadian National Mycological Herbarium",
 "Geometry POLYGON((-76.37741 45.03849,-75.20456 45.03849,-75.20456 45.87382,-76.37741 45.87382,-76.37741 45.03849))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sordariomycetes"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053259-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfjhmm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is Bird.27847588"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009224-190621201848488/datasets/export for details.
DOI: 10.15468/dl.5scndx
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium palustre L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 659 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001164-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bodk9g
title: Occurrence Download

description: A dataset containing 142691 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Vascular Plants, Field notes, Agder naturmuseum (KMN)"
 ]
}

 The dataset includes 142691 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030306-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9a5js
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.6 34,-114.2 34,-114.2 35.6,-117.6 35.6,-117.6 34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scorpiones"
 ]
}

 The dataset includes 166 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037422-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z07a3r
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plebeia mosquito (Smith, 1863)"
 ]
}

 The dataset includes 62 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008059-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t59k6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 {
 "or" : [
 "TaxonKey is Aphis nasturtii",
 "TaxonKey is Aphis nasturtii Kaltenbach, 1843"
 ]
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291553-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6wbj8
title: Occurrence Download

description: A dataset containing 16464472 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 16464472 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000122-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc4c9r
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Thymus serpylloides subsp. serpylloides"
 ]
}

 The dataset includes 194 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025307-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wgfxy
title: Occurrence Download

description: A dataset containing 1325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Southern Ocean octopus"
 ]
}

 The dataset includes 1325 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081663-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tl7pai
title: Occurrence Download

description: A dataset containing 1611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1611 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009226-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fxxyw
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Thymus serpylloides subsp. serpylloides"
 ]
}

 The dataset includes 194 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025304-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayxkmv
title: Occurrence Download

description: A dataset containing 131906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is BHCB - Herbário da Universidade Federal de Minas Gerais"
 ]
}

 The dataset includes 131906 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300501-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jsi8x
title: Occurrence Download

description: A dataset listing the 111 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-88.947 42.612,-88.827 42.612,-88.827 42.649,-88.947 42.649,-88.947 42.612))",
 "Geometry POLYGON((-88.871 42.571,-88.822 42.571,-88.822 42.612,-88.871 42.612,-88.871 42.571))",
 "Geometry POLYGON((-88.95 42.495,-88.679 42.495,-88.679 42.562,-88.95 42.562,-88.95 42.495))"
 ]
 },
 {
 "or" : [
 "DatasetKey is Illinois Natural History Survey Insect Collection",
 "DatasetKey is Snow Entomological Museum Collection",
 "DatasetKey is USGS Nonindigenous Aquatic Species database",
 "DatasetKey is Field Museum of Natural History (Zoology) Insect, Arachnid and Myriapod Collection",
 "DatasetKey is Field Museum of Natural History (Zoology) Bird Collection",
 "DatasetKey is G. S. Torrey Herbarium at the University of Connecticut (CONN)",
 "DatasetKey is Tropicos MO Specimen Data",
 "DatasetKey is CAS Ornithology (ORN)",
 "DatasetKey is Ornithology Collection Non Passeriformes - Royal Ontario Museum"
 ]
 }
 ]
}

 The dataset's 111 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009226-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euz8nk
title: Occurrence Download

description: A dataset containing 1213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxyporhamphus micropterus (Valenciennes, 1847)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1213 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081672-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4hdp8
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Harpia harpyja (Linnaeus, 1758)"
 ]
}

 The dataset includes 126 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025295-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dh68z
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynanthus auriceps (Gould, 1852)"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300497-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68b2nv
title: Occurrence Download

description: A dataset containing 913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parexocoetus brachypterus (Richardson, 1846)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 913 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081674-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.