cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25556799.v3
title: <b>Data of "Unraveling community assembly in temperate desert ecosystems: insights from multi-seasonal surveys along the expressway"</b>.xlsx

description: For temperate desert ecosystems, understanding the maintenance mechanisms of biodiversity has become a central concern of policymakers, practitioners and academics, especially in the context of human disturbance. However, most of the past desert research is based on a single survey and single functional traits or phylogeny and may lead to incomplete estimates of community assembly. To assess climate factors, soil factors, and human interference in the processes of dispersal assembly, filtering, and limiting similarity in community assembly, we selected 50 sites along the Beijing-Xinjiang Expressway and conducted plant surveys at 0.5 km, 1.0 km, and 1.5 km away from the expressway twice in summer and autumn and collected 31 functional traits and phylogenetic information of 74 species. We found that incomplete detection can lead to bias in biodiversity estimation due to seasonal surveys. Road disturbance at different distances had no significant effect on species composition and community assembly processes. The trade-off between dispersal limitation and environmental filtering is the process of maintaining desert plant diversity. Precipitation directly determined the dispersal limitation and environmental filtering. Soil pH mediated the effect of temperature on biotic interaction in the dimension of phylogeny, while soil pH and organic carbon acted as intermediate factors affecting biotic interaction in functional traits. Our findings suggest that climate change, notably precipitation, has a more pronounced impact on desert plant communities than human disturbances. A multifaceted approach considering functional traits and phylogeny across seasons is essential for understanding species coexistence in desert ecosystems.
DOI: 10.15468/dl.7ny7vg
title: Occurrence Download

description: A dataset containing 2332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanitta nigra (Linnaeus, 1758)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Finland)"
 ]
}

 The dataset includes 2332 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006044-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz5x37
title: Occurrence Download

description: A dataset containing 7 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 Pseudophilautus fulvus (Manamendra-Arachchi & Pethiyagoda, 2005)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025486-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-5612
title: Mrs. Spencer Tracy, 1951

description: 4 images. Mrs. Spencer Tracy, May 3, 1951. John Stockman -- 3 years; Mrs. Spencer Tracy; Sue Jacobs -- 4 years.
DOI: 10.15468/dl.sm1dx8
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynoscion jamaicensis (Vaillant & Bocourt, 1883)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 126 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046465-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089608/2556565
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.24a9eg
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Eurycea junaluska Sever, Dundee & Sullivan, 1976)"
 ]
}

 The dataset includes 132 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001694-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089610/2556566
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.8br7ns
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.21_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhodiola tangutica (Maxim.) S.H.Fu"
 ]
}

 The dataset includes 95 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001693-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089611/2556567
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3089613/2556568
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.d38ryp
title: Occurrence Download

description: A dataset containing 886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Globicephala macrorhynchus Gray, 1846"
 ]
}

 The dataset includes 886 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001695-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089614/2556569
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.85umf7
title: Occurrence Download

description: A dataset containing 38748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantago lanceolata L."
 ]
}

 The dataset includes 38748 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001691-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g56aw2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus reidi Ginsburg, 1933"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010408-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf7jx7
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus reidi Ginsburg, 1933"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010409-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3uhay
title: Occurrence Download

description: A dataset containing 217902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhamnus cathartica L."
 ]
}

 The dataset includes 217902 records from 1332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010400-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4cbdv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lon azin (Godman, 1900)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010410-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v96p68
title: Occurrence Download

description: A dataset containing 2766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Arion fuscus (O.F.Müller, 1774)"
 ]
}

 The dataset includes 2766 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010411-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmxr3r
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-2100.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Antaresia perthensis (Stull, 1932)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010412-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex23q8
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-80.36703 42.89473,-78.85499 42.82393,-79.99467 44.21316,-81.3054 45.33119,-81.86743 45.30571,-81.22371 43.80704,-80.36703 42.89473))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asimina triloba (L.) Dunal"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010413-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010269
title: Data Challenge_Anticipating the Threat: A Machine Learning approach to predicting antimicrobial resistance (AMR)

description: Anticipating the Threat: A Machine Learning approach to predicting antimicrobial resistance (AMR)
Antimicrobial resistance (AMR) is a growing global health threat, demanding innovative approaches for prediction and mitigation. Traditional surveillance methods are often reactive, limiting their effectiveness. We propose a novel, proactive approach: a multi-disciplinary machine learning (ML) model to predict seasonal trends and spatial variations in AMR development.
The proposed model aims to create a comprehensive risk assessment tool by integrating data from diverse sources. Clinical data, including AMR patterns, organism susceptibility and resistance mechanisms, and patient demographics, will be obtained from existing resources like the VIVLI AMR SMART surveillance heatmap and data request datasets, GEARS data set and the ATLAS data set. Environmental factors are crucial for understanding AMR emergence. The model will integrate climate data from the National Centers for Environmental Information (NCEI) [https://www.ncei.noaa.gov/access/search/data-search/global-hourly?bbox=75.672,-82.969,-85.051,159.609&pageNum=1] and the IMF climate change dashboard [https://climatedata.imf.org/pages/climatechange-data], alongside land use patterns retrieved from the Global Land Analysis and Discovery database (GLAD) [https://glad.umd.edu/dataset]. Antibiotic consumption is a well-established driver of AMR. Data on consumption patterns will be incorporated from the European Centre for Disease Prevention and Control (ECDC) [https://qap.ecdc.europa.eu/public/extensions/AMC2_Dashboard/AMC2_Dashboard.html#eu-consumption-tab].To understand the potential for future resistance acquisition, the model will delve into genetic data. Bacterial genomic data from the National Center for Biotechnology Information (NCBI) [https://www.ncbi.nlm.nih.gov/pathogens/antimicrobial-resistance/] and AMR genetic and antibiotic susceptibility data from the Database of Antibiotic-Resistant Organisms (DARO) will be integrated. This comprehensive dataset will empower the ML model to predict not only AMR emergence but also identify geographic hotspots at high risk for seasonal outbreaks.
By anticipating potential outbreaks, this model has the potential to revolutionize public health responses. Public health and government agencies can leverage the model's predictive capabilities to proactively allocate resources to high-risk areas, potentially preventing outbreaks before they occur.
DOI: 10.15468/dl.eubu97
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Thunnus obesus (Lowe, 1839)"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010415-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcn88q
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Thunnus obesus (Lowe, 1839)"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010416-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dewy7q
title: Occurrence Download

description: A dataset containing 202266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Mugil incilis Hancock, 1830"
 ]
}

 The dataset includes 202266 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010384-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyhh64
title: Occurrence Download

description: A dataset containing 91622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubus chamaemorus L."
 ]
}

 The dataset includes 91622 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010414-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkm63c
title: Occurrence Download

description: A dataset containing 26989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Centropomus undecimalis (Bloch, 1792)"
 ]
}

 The dataset includes 26989 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010417-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrtrnq
title: Occurrence Download

description: A dataset containing 26989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Centropomus undecimalis (Bloch, 1792)"
 ]
}

 The dataset includes 26989 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010419-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vihglf
title: Occurrence Download

description: A dataset containing 243707 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-95.51256 29.67802,-95.30794 29.67802,-95.30794 29.82325,-95.51256 29.82325,-95.51256 29.67802))"
 ]
}

 The dataset includes 243707 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012695-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sxnlf
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum invalid",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate precision invalid",
 "Issue is Coordinate uncertainty meters invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Country coordinate mismatch",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Recorded date invalid",
 "Issue is Recorded date unlikely",
 "Issue is Taxon match fuzzy",
 "Issue is Taxon match higher rank",
 "Issue is Taxon match none",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Modified date unlikely",
 "Issue is Identified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Basis of record invalid",
 "Issue is Type status invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Individual count invalid"
 ]
 },
 "TaxonKey is Anisacanthus wrightii (Torr.) A.Gray"
 ]
}

 The dataset includes 69 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000635-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2zbth
title: Occurrence Download

description: A dataset containing 1918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Robinia pseudacacia L."
 ]
}

 The dataset includes 1918 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056049-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xiwnw
title: Occurrence Download

description: A dataset containing 23081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus alpinus L."
 ]
}

 The dataset includes 23081 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000843-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgc8ga
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "Year 1980-2010",
 "TaxonKey is Acheilognathus typus (Bleeker, 1863)"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056056-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhcagw
title: Occurrence Download

description: A dataset containing 1173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.63586 18.61293,-99.29114 18.61293,-99.29114 20.12197,-100.63586 20.12197,-100.63586 18.61293))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardellina pusilla (A.Wilson, 1811)"
 ]
}

 The dataset includes 1173 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083409-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lrgpzh
title: Occurrence Download

description: A dataset containing 3383 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella arenarum (Hensel, 1867)"
 ]
}

 The dataset includes 3383 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010131-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te9qkc
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Kenya, Tanzania, United Republic of)",
 "TaxonKey is Parthenium hysterophorus L."
 ]
}

 The dataset includes 881 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001248-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s436yd
title: Occurrence Download

description: A dataset containing 1125 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "TaxonKey is Kaloula pulchra Gray, 1831"
 ]
}

 The dataset includes 1125 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056059-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.