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

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiroderma salvini Dobson, 1878"
 ]
}

 The dataset includes 729 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkj9n6
title: Occurrence Download

description: A dataset containing 1902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Kaloula pulchra Gray, 1831",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1902 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011415-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66vspe
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haloxylon ammodendron (C.A.Mey.) Bunge ex Fenzl"
 ]
}

 The dataset includes 400 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002518-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vje5j
title: Occurrence Download

description: A dataset containing 1503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antilope cervicapra (Linnaeus, 1758)"
 ]
}

 The dataset includes 1503 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011161-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5c6ff
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caluromys derbianus (Waterhouse, 1841)",
 "Year 2010-2020"
 ]
}

 The dataset includes 144 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075250-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.395jsq
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cebus albifrons (Humboldt, 1812)"
 ]
}

 The dataset includes 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075252-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5g5ksf
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Tropidurus bogerti Roze, 1958"
 ]
}

 The dataset includes 35 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017944-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obb9up
title: Occurrence Download

description: A dataset containing 1061897 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus Latreille, 1802"
 ]
}

 The dataset includes 1061897 records from 772 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005845-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njew28
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Filago crocidion (Pomel) Chrtek & Holub"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011428-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sbeav3
title: Occurrence Download

description: A dataset containing 1 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",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptonanus agricolai (Moojen, 1943)",
 "Year 1967-2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181842-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgkwce
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cebus capucinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075253-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zajmr
title: Occurrence Download

description: A dataset containing 22515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea melitensis L."
 ]
}

 The dataset includes 22515 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293991-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9au967
title: Occurrence Download

description: A dataset containing 219 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",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Didelphis aurita (Wied-Neuwied, 1826)",
 "Year 1967-2021"
 ]
}

 The dataset includes 219 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181843-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2qyns
title: Occurrence Download

description: A dataset containing 5844890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibia"
 ]
}

 The dataset includes 5844890 records from 2356 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023466-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu8vk2
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Reithrodontomys spectabilis Jones & Lawlor, 1965)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 105 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005952-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcfwrq
title: Occurrence Download

description: A dataset containing 15334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Loxodonta africana (Blumenbach, 1797))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15334 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005951-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgs776
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Reithrodontomys hirsutus Merriam, 1901)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005953-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35bc5m
title: Occurrence Download

description: A dataset containing 889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macaca nemestrina (Linnaeus, 1766), Macaco nemestrina (Linnaeus, 1766), Macacus nemestrinus (Linnaeus, 1766))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 889 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005954-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13732329
title: New York State Synthetic Population

description: The synthetic population includes nearly 20 million individuals and 7.5 million households in the whole New York State using the PUMS from 2021 5-year ACS. The marginals obtained from the synthetic population well matches the census marginals. When coming to attribute combinations, the synthetic population can still generally follow what the input sample depict. In addition, the synthetic population reconstructs the associations among household members that the input sample shows.

We propose a population synthesis framework that involves both the deterministic model and ciDATGAN to generate households and corresponding personal synthetic populations. The framework is illustrated in the figure below.



 

A wide range of socio-demographic variables are included, and the variables selected for this study can be found in Table 1. We aggregate categories of some attributes deemed too granular, such as age and working industry (NAICS). To capture potential spatial heterogeneity of the population between New York City (NYC) and non-NYC regions, we separate PUMS by filtering regions within and outside of NYC using the Public Use Microdata Areas (PUMAs). 

Because NYC is the most densely populated region in the US with high population diversity, we want higher population resolutions. Therefore, we further assign the NYC specific PUMS from PUMA level to Census Tract (CT) levels by using Popgen.

Table 1. Selected attributes of input samples






 


Non-NYC region attribute (label name)



No. of values (range if continuous)



NYC region attribute (label name)



No. of values





Household attribute



Residence area (PUMA)



90



Residence area (CT)



2313





Income level (HINCP)



9



Income level (HINCP)



9





Vehicle ownership (VEH)



4



Vehicle ownership (VEH)



4





Personal attribute



Age (AGEP)



7



Age (AGEP)



7





English proficiency (ENG)



5



English proficiency (ENG)



5





Commute trip length (JWMNP)



0-140 min



Gender (SEX)



2





Commute mode (JWTRNS)



13



Disability (DIS)



2





School status (SCH)



3



Working industry (NAICSP)



2





Gender (SEX)



2



Race white/non-white (RACWHT)



2





Disability (DIS)



2

 
 




Working industry (NAICSP)



20

 
 




Race white/non-white (RACWHT)



2
DOI: 10.5281/zenodo.13732330
title: New York State Synthetic Population

description: The synthetic population includes nearly 20 million individuals and 7.5 million households in the whole New York State using the PUMS from 2021 5-year ACS. The marginals obtained from the synthetic population well matches the census marginals. When coming to attribute combinations, the synthetic population can still generally follow what the input sample depict. In addition, the synthetic population reconstructs the associations among household members that the input sample shows.

We propose a population synthesis framework that involves both the deterministic model and ciDATGAN to generate households and corresponding personal synthetic populations. The framework is illustrated in the figure below.



 

A wide range of socio-demographic variables are included, and the variables selected for this study can be found in Table 1. We aggregate categories of some attributes deemed too granular, such as age and working industry (NAICS). To capture potential spatial heterogeneity of the population between New York City (NYC) and non-NYC regions, we separate PUMS by filtering regions within and outside of NYC using the Public Use Microdata Areas (PUMAs). 

Because NYC is the most densely populated region in the US with high population diversity, we want higher population resolutions. Therefore, we further assign the NYC specific PUMS from PUMA level to Census Tract (CT) levels by using Popgen.

Table 1. Selected attributes of input samples






 


Non-NYC region attribute (label name)



No. of values (range if continuous)



NYC region attribute (label name)



No. of values





Household attribute



Residence area (PUMA)



90



Residence area (CT)



2313





Income level (HINCP)



9



Income level (HINCP)



9





Vehicle ownership (VEH)



4



Vehicle ownership (VEH)



4





Personal attribute



Age (AGEP)



7



Age (AGEP)



7





English proficiency (ENG)



5



English proficiency (ENG)



5





Commute trip length (JWMNP)



0-140 min



Gender (SEX)



2





Commute mode (JWTRNS)



13



Disability (DIS)



2





School status (SCH)



3



Working industry (NAICSP)



2





Gender (SEX)



2



Race white/non-white (RACWHT)



2





Disability (DIS)



2

 
 




Working industry (NAICSP)



20

 
 




Race white/non-white (RACWHT)



2
DOI: 10.15468/dl.tqcxpd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gyldenstolpia fronto Winge, 1887)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005955-240906103802322/datasets/export for details.
DOI: 10.6084/m9.figshare.26950105
title: <b>A</b><b>fterlife effects of invasive wasps nests on ecosystem functioning</b>

description: We assessed the afterlife effects of subterranean nests built by invasive <i>Vespula</i><i> </i>social wasps on ecosystem properties. We relocated wasp nests ~16 months after the colonies’ death and collected soil samples from both nest sites and adjacent control areas. In the lab, we analyzed soil nutrient content, microbial biomass, and enzyme activity. Additionally, we conducted a greenhouse experiment to measure the nests’ effect on plant growth, biomass, and tissue quality.
DOI: 10.15468/dl.44yqkm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Marmota menzbieri (Kashkarov, 1925))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005956-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2zhrv
title: Occurrence Download

description: A dataset containing 1105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is COL.15.31_2"
 ]
}

 The dataset includes 1105 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005957-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhkvr5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaenomys ferrugineus (Thomas, 1894), Phaenomys ferruginous (Thomas, 1894))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005958-240906103802322/datasets/export for details.
DOI: 10.15468/dl.dw9as6
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sousa plumbea (G.Cuvier, 1829), Sousa plumbea (Flower, 1884))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 396 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005959-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zce7ua
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nesoryzomys fernandinae Hutterer & Hirsch, 1979)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005960-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqfuc4
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nesoryzomys swarthi Orr, 1938)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005962-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uppuc
title: Occurrence Download

description: A dataset containing 47579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Miniopterus schreibersii (Kuhl, 1817), Miniopterus schreibersii (Natterer, 1819))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47579 records from 898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005961-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sj58g
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nesoryzomys narboroughi Heller, 1904)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005964-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9spz2v
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Desmana moschata (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005965-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y73vxn
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carabus nodulosus Creutzer, 1799"
 ]
}

 The dataset includes 250 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005966-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvkmc5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Podoxymys roraimae Anthony, 1929)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005967-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ghyfm
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monachus monachus (Hermann, 1779), Moncus monachus Bergroth, 1914)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 273 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005968-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.