cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8111993
title: Human Mobility Prediction Challenge 2023

description: The challenge takes place in a mid-sized and highly populated metropolitan area, somewhere in Japan. The area is divided into 500 meters x 500 meters grid cells, resulting in a 200 x 200 grid cell space. The human mobility datasets (task1_dataset.csv.gz and task2_dataset.csv.gz) contain the movement of a total of 100,000 individuals across a 90 day period, discretized into 30-minute intervals and 500 meter grid cells. The first dataset contains the movement of a 75 day business-as-usual period, while the second dataset contains the movement of a 75 day period during an emergency with unusual behavior. There are 2 tasks in the Human Mobility Prediction Challenge. In task 1, participants are provided with the full time series data (75 days) for 80,000 individuals, and partial (only 60 days) time series movement data for the remaining 20,000 individuals (task1_dataset.csv.gz). Given the provided data, Task 1 of the challenge is to predict the movement patterns of the individuals in the 20,000 individuals during days 60-74. Task 2 is similar task but uses a smaller dataset of 25,000 individuals in total, 2,500 of which have the locations during days 60-74 masked and need to be predicted (task2_dataset.csv.gz). While the name or location of the city is not disclosed, the participants are provided with points-of-interest (POIs; e.g., restaurants, parks) data for each grid cell (~85 dimensional vector) as supplementary information (which is optional for use in the challenge) (cell_POIcat.csv.gz). For more details, see https://connection.mit.edu/humob-challenge-2023
DOI: 10.15468/dl.neu59q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptodromiopsis planaria (Dai & Yang, 1981)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((108.080642 16.439832, 121.84182 16.084389, 123.975906 41.313386, 108.669355 40.867975, 108.080642 16.439832))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012289-230828120925497/datasets/export for details.
DOI: 10.15468/dl.3wk2z4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Geometry MULTIPOLYGON (((-79.88253 -26.34699, -79.90253 -26.34949, -79.90693 -26.34639, -79.90553 -26.34109, -79.90033 -26.33919, -79.88783 -26.33639, -79.88003 -26.33669, -79.87333 -26.33749, -79.86943 -26.34079, -79.87113 -26.34499, -79.88253 -26.34699)), ((-80.07693 -26.26169, -80.08223 -26.26249, -80.09583 -26.26219, -80.09973 -26.26139, -80.09193 -26.25469, -80.08753 -26.25199, -80.08053 -26.25139, -80.07533 -26.25359, -80.07363 -26.25779, -80.07693 -26.26169)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039820-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w4b4j
title: Occurrence Download

description: A dataset containing 69024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((19.51 47.46,19.51 36.21,6.41 36.21,6.41 47.46,19.51 47.46)))"
 ]
}

 The dataset includes 69024 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036197-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy6pqs
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-117.02429 19.48718,-86.97571 19.48718,-86.97571 31.51282,-117.02429 31.51282,-117.02429 19.48718))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, 609765e0-4ce8-11db-b80e-b8a03c50a862, 939ed180-aa7b-11db-8edf-b8a03c50a862, 4cadac10-3e7b-11d9-8439-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862, 8a471700-4ce8-11db-b80e-b8a03c50a862)",
 "TaxonKey is Sceloporus goldmani Smith, 1937"
 ]
}

 The dataset includes 90 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011199-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpeen0
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limnophila heterophylla (Roxb.) Benth."
 ]
}

 The dataset includes 93 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032159-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8rd7y
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paris dulongensis H.Li & Kurita"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060982-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77extd
title: Occurrence Download

description: A dataset containing 3057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paris polyphylla Sm."
 ]
}

 The dataset includes 3057 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060996-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq629w
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis fukuharae Lidén"
 ]
}

 The dataset includes 63 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010395-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g30hy2
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-116.191408 49.372644,-116.301272 48.117115,-115.605618 46.123815,-113.078763 43.950434,-110.405130 44.658025,-103.630522 44.683965,-103.703470 49.253178,-116.191408 49.372644))",
 "HasCoordinate is true",
 "DatasetKey is USBombus, contemporary survey data of North American bumble bees (Hymenoptera, Apidae, Bombus) distributed in the United States"
 ]
}

 The dataset includes 845 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006128-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqk6sy
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cromidon confusum Hilliard"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010402-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khhdrn
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotaphytus bicinctores Smith & Tanner, 1972",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 1041 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106809-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm3smd
title: Occurrence Download

description: A dataset containing 2597 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "TaxonKey is Aspidoscelis scalaris (Cope, 1892)"
 ]
}

 The dataset includes 2597 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302495-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.negnkf
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bonnemaisonia hamifera Hariot",
 "Geometry POLYGON((-36.17 63.17,-36.17 80.91,74.04 80.91,74.04 63.17,-36.17 63.17))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006128-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wthn2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton sepalinus Airy Shaw"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010412-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjk8zc
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oophaga pumilio (Schmidt, 1857)",
 "Geometry POLYGON((-180 -82,-180 82,180 82,180 -82,-180 -82))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1388 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf393j
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus austrina L.A.S.Johnson & K.D.Hill ex D.Nicolle & M.E.French"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161890-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7amdg
title: Occurrence Download

description: A dataset containing 720122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Actinopterygii"
 ]
}

 The dataset includes 720122 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294271-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f0p55p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachyphyllum dalstroemii Dodson"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffujxt
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Connarus semidecandrus Jack"
 ]
}

 The dataset includes 940 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010424-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krwvx9
title: Occurrence Download

description: A dataset containing 442587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Southern Ocean Continuous Zooplankton Recorder (SO-CPR) Survey"
 ]
}

 The dataset includes 442587 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0316279-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r561dl
title: Occurrence Download

description: A dataset containing 804676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.043212 51.515579,3.043212 50.680797,3.427734 50.680797,3.427734 51.515579,3.043212 51.515579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DatasetKey is Bird tracking - GPS tracking of Lesser Black-backed Gulls and Herring Gulls breeding at the southern North Sea coast"
 ]
}

 The dataset includes 804676 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud72v3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.82319151618066 -11.48701598091951,-72.82319151618066 -11.48701598091951,-72.82319151618066 -7.4870159809195105,-76.82319151618066 -7.4870159809195105,-76.82319151618066 -11.48701598091951))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratophrys cornuta (Linnaeus, 1758)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037049-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujmhm5
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Syrmaticus humiae (Hume, 1881)",
 "Year 2013-2023"
 ]
}

 The dataset includes 72 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049290-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r0ucl9
title: Occurrence Download

description: A dataset containing 19957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus annuus"
 ]
}

 The dataset includes 19957 records from 316 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpcz84
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chimoptesis chrysopyla Powell, 1964",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0393699-210914110416597/datasets/export for details.
DOI: 10.15468/dl.cyx7jf
title: Occurrence Download

description: A dataset containing 6540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pheugopedius spadix Bangs, 1910",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 6540 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021463-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5g2wg
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplopappus chrysanthemifolius (Less.) DC."
 ]
}

 The dataset includes 93 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283085-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nev1ph
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pareuchiloglanis kamengensis (Jayaram, 1966)",
 "Country is India"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgbry4
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eleocharis mamillata subsp. austriaca (Hayek) Strandh.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 667 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9vuu5
title: Occurrence Download

description: A dataset containing 1337 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 Smilisca sila Duellman & Trueb, 1966"
 ]
}

 The dataset includes 1337 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021453-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crsv3e
title: Occurrence Download

description: A dataset listing the 45 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-52.69455 -14.48822,-52.13425 -14.5047,-52.12051 -14.19159,-52.11777 -14.07074,-52.68631 -14.05975,-52.69455 -14.48822))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 45 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0302493-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruzdwj
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syncrossus helodes (Sauvage, 1876)"
 ]
}

 The dataset includes 79 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021474-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd1vyu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persea americana var. floccosa (Mez) Scora"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyqcmq
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Andropogon lateralis Nees"
 ]
}

 The dataset includes 283 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0294275-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z55mj
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe bellatula Reynolds"
 ]
}

 The dataset includes 37 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002610-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ulx8nx
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratophora stoddartii Gray, 1834"
 ]
}

 The dataset includes 123 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzueme
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Abronia graminea (Cope, 1864)"
 ]
}

 The dataset includes 411 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283089-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.