cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w6pemu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Continent is Europe",
 "Country is Norway",
 "Year 1970-2020",
 "Geometry POLYGON((-10 1.25,170 1.25,170 78,-10 78,-10 1.25))",
 "HasCoordinate is true",
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021934-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f4kaq
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Centruroides baergi Hoffmann, 1932",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 162 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003512-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.663xq9
title: Occurrence Download

description: A dataset listing the 3750 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((45.1 -25.5, 44.05 -25.05, 43.9 -24.55, 43.65 -24.35, 43.65 -23.6, 44.2 -23.7, 44.4 -24.05, 45.2 -24, 45.6 -23.75, 45.8 -24.15, 46.3 -23.8, 46.9 -24.15, 46.85 -24.5, 46.7 -24.55, 46.75 -24.9, 46.45 -24.95, 46.45 -25.2, 45.95 -25.3, 45.55 -25.6, 45.1 -25.5))",
 "HasCoordinate is true",
 "Year is greater than or equal to 1960",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 3750 records were derived from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050150-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfp3n8
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2009-2019",
 "Geometry POLYGON((-3.50464 39.99396,-5.15259 39.53794,-4.99878 38.27269,-3.35083 37.8922,-1.63696 38.35889,-1.57104 39.58876,-3.50464 39.99396))",
 "HasCoordinate is true",
 "TaxonKey is Lynx pardinus (Temminck, 1827)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015857-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zzand
title: Occurrence Download

description: A dataset containing 5917939 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is International Barcode of Life project (iBOL)"
 ]
}

 The dataset includes 5917939 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036586-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nbzf7
title: Occurrence Download

description: A dataset containing 7360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-80.41992 24.87305,-79.2334 25.48828,-79.27734 28.03711,-75.05859 33.79395,-64.73145 42.97852,-63.63281 45.52734,-65.87402 46.14258,-73.25684 42.89063,-82.44141 31.55273,-80.41992 24.87305))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asteroidea"
 ]
}

 The dataset includes 7360 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025883-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyxwmd
title: Occurrence Download

description: A dataset containing 1027799 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données ONF faune-flore-fonge"
 ]
}

 The dataset includes 1027799 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050066-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0harhm
title: Occurrence Download

description: A dataset containing 29981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lepus timidus Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29981 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp4njj
title: Occurrence Download

description: A dataset listing the 4176 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Puerto Rico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 4176 records were derived from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070201-200221144449610/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.25606418
title: An ALNS-based approach for the traffic-police-routine-patrol-vehicle assignment problem in resource allocation analysis of traffic crashes

description: Imbalances between limited police resource allocations and the timely handling of road traffic crashes are prevalent. To optimize resource allocations and route choices for traffic police routine patrol vehicle (RPV) assignments, a dynamic crash handling response model was developed. This approach was characterized by two objective functions: the minimum waiting time and the minimum number of RPVs. In particular, an adaptive large neighborhood search (ALNS) was designed to solve the model. Then, the proposed ALNS-based approach was examined using comprehensive traffic and crash data from Ningbo, China. Finally, a sensitivity analysis was conducted to evaluate the bi-objective of the proposed model and simultaneously demonstrate the efficiency of the obtained solutions. Two resolution methods, the global static resolution mode, and real-time dynamic resolution mode, were applied to explore the optimal solution. The results show that the optimal allocation scheme for traffic police is 13 RPVs based on the global static resolution mode. Specifically, the average waiting time for traffic crash handling can be reduced to 5.5 min, with 53.8% less than 5.0 min and 90.0% less than 10.0 min.
DOI: 10.6084/m9.figshare.25606418.v1
title: An ALNS-based approach for the traffic-police-routine-patrol-vehicle assignment problem in resource allocation analysis of traffic crashes

description: Imbalances between limited police resource allocations and the timely handling of road traffic crashes are prevalent. To optimize resource allocations and route choices for traffic police routine patrol vehicle (RPV) assignments, a dynamic crash handling response model was developed. This approach was characterized by two objective functions: the minimum waiting time and the minimum number of RPVs. In particular, an adaptive large neighborhood search (ALNS) was designed to solve the model. Then, the proposed ALNS-based approach was examined using comprehensive traffic and crash data from Ningbo, China. Finally, a sensitivity analysis was conducted to evaluate the bi-objective of the proposed model and simultaneously demonstrate the efficiency of the obtained solutions. Two resolution methods, the global static resolution mode, and real-time dynamic resolution mode, were applied to explore the optimal solution. The results show that the optimal allocation scheme for traffic police is 13 RPVs based on the global static resolution mode. Specifically, the average waiting time for traffic crash handling can be reduced to 5.5 min, with 53.8% less than 5.0 min and 90.0% less than 10.0 min.
DOI: 10.15468/dl.e8qtjw
title: Occurrence Download

description: A dataset containing 1335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panax japonicus (T.Nees) C.A.Mey."
 ]
}

 The dataset includes 1335 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymzvgm
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptochilus henryi (Baker) X.C.Zhang"
 ]
}

 The dataset includes 274 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179548-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra8umy
title: Occurrence Download

description: A dataset containing 1500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchocarpus heptaphyllus (Poir.) DC."
 ]
}

 The dataset includes 1500 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337098-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y77stb
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Amphilophus citrinellus (Günther, 1864)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 892 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070190-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53punj
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Chile",
 "HasCoordinate is true",
 "TaxonKey is Tristerix corymbosus (L.) Kuijt",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005232-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yedssg
title: Occurrence Download

description: A dataset containing 2069 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga striata Benth."
 ]
}

 The dataset includes 2069 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337064-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwte6a
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixeris stolonifera",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036909-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssc8uc
title: Occurrence Download

description: A dataset containing 187584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((112.5 -22.5,120 -22.5,120 -15,112.5 -15,112.5 -22.5))"
 ]
}

 The dataset includes 187584 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036835-251009101135966/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.30393079
title: Propensity Score-Weighted Analysis of Corticosteroid Use and Mortality in Severe Leptospirosis: A Retrospective Cohort Study in a Sri Lankan ICU

description: Corticosteroid use was associated with increased mortality in severe leptospirosis, likely through immunosuppression mechanisms. E-values indicate moderate robustness to unmeasured confounding. These findings caution against routine corticosteroid use and highlight urgent need for randomized trials
DOI: 10.6084/m9.figshare.30393079.v1
title: Propensity Score-Weighted Analysis of Corticosteroid Use and Mortality in Severe Leptospirosis: A Retrospective Cohort Study in a Sri Lankan ICU

description: Corticosteroid use was associated with increased mortality in severe leptospirosis, likely through immunosuppression mechanisms. E-values indicate moderate robustness to unmeasured confounding. These findings caution against routine corticosteroid use and highlight urgent need for randomized trials
DOI: 10.15468/dl.xk8nj4
title: Occurrence Download

description: A dataset containing 38826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Myiopsitta monachus"
 ]
}

 The dataset includes 38826 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036910-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tunwcj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-142.5 0,-135 0,-135 7.5,-142.5 7.5,-142.5 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036911-251009101135966/datasets/export for details.
DOI: 10.15468/dl.ppqnm3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 0,-142.5 0,-142.5 7.5,-150 7.5,-150 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036913-251009101135966/datasets/export for details.
DOI: 10.15468/dl.hvkvda
title: Occurrence Download

description: A dataset containing 9640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Year is 2013",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 9640 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036912-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s34f2
title: Occurrence Download

description: A dataset containing 4130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Guatemala, Costa Rica, Belize, Honduras, Panama, Nicaragua, El Salvador, Peru)",
 "TaxonKey is Drymobius margaritiferus"
 ]
}

 The dataset includes 4130 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036914-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ng3fv
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-157.5 0,-150 0,-150 7.5,-157.5 7.5,-157.5 0))"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036915-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5jeze
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jacobaea aquatica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036917-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnez8f
title: Occurrence Download

description: A dataset containing 28344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((37.5 -22.5,45 -22.5,45 -15,37.5 -15,37.5 -22.5))"
 ]
}

 The dataset includes 28344 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036916-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwep6n
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-165 0,-157.5 0,-157.5 7.5,-165 7.5,-165 0))"
 ]
}

 The dataset includes 137 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036918-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a2uch
title: Occurrence Download

description: A dataset containing 15903 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocypode quadrata"
 ]
}

 The dataset includes 15903 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036919-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ptuqv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-172.5 0,-165 0,-165 7.5,-172.5 7.5,-172.5 0))"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036920-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.936mcp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 0,-172.5 0,-172.5 7.5,-180 7.5,-180 0))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036922-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptwm92
title: Occurrence Download

description: A dataset containing 11919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Year is 2014",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 11919 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036921-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gzhtf
title: Occurrence Download

description: A dataset containing 26156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Nerodia fasciata"
 ]
}

 The dataset includes 26156 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036924-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17388763
title: FIShBOT Archive 2025-10-19

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.5281/zenodo.17388764
title: FIShBOT Archive 2025-10-19

description: This dataset is a static snapshot of the FIShBOT data product before new data are aggregated. This version of fishbot is archived for reproducibility and is not updated. The data are aggregated from the FIShBOT system, which collects and processes oceanographic from fishery dependent and independent sources.
DOI: 10.15468/dl.vervyy
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lapsanastrum apogonoides",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036925-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.