cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ng4bmz
title: Occurrence Download

description: A dataset containing 480347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stercorarius parasiticus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 480347 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030079-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wtgz4
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Python regius)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 231 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030148-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/qucd0x
title: University of Fort Hare 2025/2026 PGD FORM/ PART-TIME FORM IS OUT NOW, FOR INQUIRIES CALL PROF. JONAS VIA WHATSAPP @ +27789535949 FOR REGISTRATION GUIDELINES ON HOW TO APPLY VIA WHATSAPP {+27789535949} AND FOR FURTHER ASSISTANCE. NOTE: REGISTRATION LAST FOR TWO WEEKS!!!

description: University of Fort Hare 2025/2026 PGD FORM/ PART-TIME FORM IS OUT NOW, FOR INQUIRIES CALL PROF. JONAS VIA WHATSAPP @ +27789535949 FOR REGISTRATION GUIDELINES ON HOW TO APPLY VIA WHATSAPP {+27789535949} AND FOR FURTHER ASSISTANCE. NOTE: REGISTRATION LAST FOR TWO WEEKS!!!
description: University of Fort Hare 2025/2026 PGD FORM/ PART-TIME FORM IS OUT NOW, FOR INQUIRIES CALL PROF. JONAS VIA WHATSAPP @ +27789535949 FOR REGISTRATION GUIDELINES ON HOW TO APPLY VIA WHATSAPP {+27789535949} AND FOR FURTHER ASSISTANCE. NOTE: REGISTRATION LAST FOR TWO WEEKS!!!
DOI: 10.15468/dl.f3jpgj
title: Occurrence Download

description: A dataset containing 125027 species occurrences available in GBIF matching the query:
{
 "CollectionKey" : [
 "is 5313be58-3844-4b34-8830-2af9a4a84464"
 ]
}

 The dataset includes 125027 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030118-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16877250
title: Data from: Desert ecosystems shape diversification in glossy snakes (genus Arizona) requiring a re-alignment of evolutionary and conservation units

description: Provided are several input data files for the various analyses that were used in the article. 

Specific file information

arel.longtail.R80.ped & arel.longtail.R80.map = plink files of SNP data of "Long-tailed group" for Admixture analysis.

arel.sanjoaquin.R80.ped & arel.sanjoaquin.R80.map = plink files of SNP data of "San Joaquin cluster" for Admixture analysis.

arel.shortail.R80.ped & arel.shortail.R80.map = plink files of SNP data of "Short-tailed group" for Admixture analysis.

arel.R80.81ind.phylip = genotype data in phylip format for RaxML analysis.

arel.phylo81.ped & arel.phylo81.map = plink files of SNP data of samples used in RaxML for Admixture analysis.

arel_44ind_1000_loci.phy = nuclear alignments for BPP (MSC-M) analysis with 1000 loci.

arel_44ind_2500_lociv3.phy = nuclear alignments for BPP (MSC-M) analysis with 2500 loci.

arel_30_all_loci_bpp.phy = nuclear alignments for BPP (MSC) analysis with 1000 loci.

alignment_nd1_4_v2.nex = concatenated mtDNA dataset alignment in nexus format.
description: Subspecies are often targets for conservation, yet many lack the genetic data necessary to validate their status as distinctive evolutionary lineages. In 2016, conservationists faced this issue when designating the California glossy snake, Arizona elegans occidentalis, as a Species of Special Concern in California, a decision prompted by population declines and habitat loss but absent of genetic information about its evolutionary integrity. To address this knowledge gap, we collected genomic and mitochondrial data from a rangewide sample of the Arizona elegans complex (n = 257) and characterized genetic structure at varying spatial scales. We confirm an east-west phyletic division within the A. elegans complex that correlates with an ecotone between the Sonoran and Chihuahuan Deserts and pinpoint the separation to a ~20 km area in southeastern Arizona, USA. Individuals recognized as A. e. occidentalis do not form a genetically cohesive unit within a more inclusive western clade that is sister to the endemic Arizona pacata in Baja California, México. We synonymize four subspecies circumscribed by the western clade and recognize a new species Arizona occidentalis to re-align the taxonomy with the phylogeographic structure. Most of the diversity within A. occidentalis occurs in California, with three major lineages corresponding separate desert biomes. We revise the conservation units within A. occidentalis to mirror these lineages and address concerns regarding habitat loss in transitional environments along the western edge of its range. This work underscores the importance of aligning taxonomy, evolutionary identity, and management units to design the most effective conservation strategies.
DOI: 10.5281/zenodo.16877251
title: Data from: Desert ecosystems shape diversification in glossy snakes (genus Arizona) requiring a re-alignment of evolutionary and conservation units

description: Provided are several input data files for the various analyses that were used in the article. 

Specific file information

arel.longtail.R80.ped & arel.longtail.R80.map = plink files of SNP data of "Long-tailed group" for Admixture analysis.

arel.sanjoaquin.R80.ped & arel.sanjoaquin.R80.map = plink files of SNP data of "San Joaquin cluster" for Admixture analysis.

arel.shortail.R80.ped & arel.shortail.R80.map = plink files of SNP data of "Short-tailed group" for Admixture analysis.

arel.R80.81ind.phylip = genotype data in phylip format for RaxML analysis.

arel.phylo81.ped & arel.phylo81.map = plink files of SNP data of samples used in RaxML for Admixture analysis.

arel_44ind_1000_loci.phy = nuclear alignments for BPP (MSC-M) analysis with 1000 loci.

arel_44ind_2500_lociv3.phy = nuclear alignments for BPP (MSC-M) analysis with 2500 loci.

arel_30_all_loci_bpp.phy = nuclear alignments for BPP (MSC) analysis with 1000 loci.

alignment_nd1_4_v2.nex = concatenated mtDNA dataset alignment in nexus format.
description: Subspecies are often targets for conservation, yet many lack the genetic data necessary to validate their status as distinctive evolutionary lineages. In 2016, conservationists faced this issue when designating the California glossy snake, Arizona elegans occidentalis, as a Species of Special Concern in California, a decision prompted by population declines and habitat loss but absent of genetic information about its evolutionary integrity. To address this knowledge gap, we collected genomic and mitochondrial data from a rangewide sample of the Arizona elegans complex (n = 257) and characterized genetic structure at varying spatial scales. We confirm an east-west phyletic division within the A. elegans complex that correlates with an ecotone between the Sonoran and Chihuahuan Deserts and pinpoint the separation to a ~20 km area in southeastern Arizona, USA. Individuals recognized as A. e. occidentalis do not form a genetically cohesive unit within a more inclusive western clade that is sister to the endemic Arizona pacata in Baja California, México. We synonymize four subspecies circumscribed by the western clade and recognize a new species Arizona occidentalis to re-align the taxonomy with the phylogeographic structure. Most of the diversity within A. occidentalis occurs in California, with three major lineages corresponding separate desert biomes. We revise the conservation units within A. occidentalis to mirror these lineages and address concerns regarding habitat loss in transitional environments along the western edge of its range. This work underscores the importance of aligning taxonomy, evolutionary identity, and management units to design the most effective conservation strategies.
DOI: 10.15468/dl.4n4ax6
title: Occurrence Download

description: A dataset containing 22818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Physalis angulata"
 ]
}

 The dataset includes 22818 records from 682 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030145-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c5ap7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petrosedum rupestre",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030149-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6eqwtu
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.9_1, USA.8_1, USA.21_1, USA.31_1, USA.39_1, USA.47_1, USA.49_1)",
 "TaxonKey is Amblyscirtes hegon"
 ]
}

 The dataset includes 217 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030151-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24251
title: Chandra X-ray Observatory ObsId 24251

description: EJECTA KINEMATICS STUDY OF KEPLER'S SNR WITH CHANDRA HETGS
DOI: 10.15468/dl.wws6xh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scarabaeidae",
 "Geometry POLYGON (( -79.274116627955 -6.703703893098,\n -79.002703372044 -6.703703893098,\n -79.002703372044 -6.974976106902,\n -79.274116627955 -6.974976106902,\n -79.274116627955 -6.703703893098))",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030152-250920141307145/datasets/export for details.
DOI: 10.15468/dl.v6t377
title: Occurrence Download

description: A dataset containing 22038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Symphyotrichum pilosum"
 ]
}

 The dataset includes 22038 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030147-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq2tcu
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "Country is Antarctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 104e9c96-791b-4f14-978c-f581cb214912, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 3693ff90-4c16-11d8-b290-b8a03c50a862, 32e82a64-c9b4-4b2f-9fbd-d446309b973f, ff418020-1d67-11d9-8435-b8a03c50a862)",
 "TaxonKey is Aptenodytes patagonicus J.F.Miller, 1778"
 ]
}

 The dataset includes 70 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022037-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks6vkm
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus patula var. patula"
 ]
}

 The dataset includes 175 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022038-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk8n4s
title: Occurrence Download

description: A dataset listing the 3323 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Formicidae"
 ]
}

 The dataset's 3323 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022029-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839534
title: unimpeded: wlcdm bao.sdss_dr16

description: cosmological model:wlcdm, dataset:bao.sdss_dr16
DOI: 10.5281/zenodo.14839535
title: unimpeded: wlcdm bao.sdss_dr16

description: cosmological model:wlcdm, dataset:bao.sdss_dr16
DOI: 10.15468/dl.d2v632
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrolobium dilatatum (Benth. ex Lindl.) G.Chandler & Crisp"
 ]
}

 The dataset includes 228 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022040-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839528
title: unimpeded: klcdm planck_2018_plik_nolens

description: cosmological model:klcdm, dataset:planck_2018_plik_nolens
DOI: 10.5281/zenodo.14839529
title: unimpeded: klcdm planck_2018_plik_nolens

description: cosmological model:klcdm, dataset:planck_2018_plik_nolens
DOI: 10.5281/zenodo.14839536
title: unimpeded: wlcdm bicep_keck_2018

description: cosmological model:wlcdm, dataset:bicep_keck_2018
DOI: 10.5281/zenodo.14839537
title: unimpeded: wlcdm bicep_keck_2018

description: cosmological model:wlcdm, dataset:bicep_keck_2018
DOI: 10.5281/zenodo.14839552
title: unimpeded: wlcdm sn.pantheon

description: cosmological model:wlcdm, dataset:sn.pantheon
DOI: 10.5281/zenodo.14839553
title: unimpeded: wlcdm sn.pantheon

description: cosmological model:wlcdm, dataset:sn.pantheon
DOI: 10.5281/zenodo.14839518
title: unimpeded: klcdm sn.pantheon

description: cosmological model:klcdm, dataset:sn.pantheon
DOI: 10.5281/zenodo.14839519
title: unimpeded: klcdm sn.pantheon

description: cosmological model:klcdm, dataset:sn.pantheon
DOI: 10.3886/e218801v1
title: National Reporting System for Adult Education, US Dept. of Education

description: The National Reporting System for Adult Education (NRS) is administered by the Division of Adult Education and Literacy in the Office of Career, Technical, and Adult Education at the U.S. Department of Education. Aggregated data, data from individual US states and territories, and narrative reports, all covering program years 2000-2022, were downloaded from https://nrs.ed.gov/ between 2025-02-06 and 2025-02-09. Aggregated reports were uploaded to Data Lumos as both regular files and a zipped folder; state data tables were only uploaded as a zipped folder, due to the high number of individual files. Total, there are 11,206 files and 628 folders in the entire dataset, due to the way it was structured on the original website.
description: adult education program participants.
DOI: 10.15468/dl.uxuj7s
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrolobium discolor G.Chandler, Crisp & R.J.Bayer"
 ]
}

 The dataset includes 62 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022043-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c2tpc
title: Occurrence Download

description: A dataset containing 859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Calliphora lata Coquillett, 1898"
 ]
}

 The dataset includes 859 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022044-250127130748423/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.28379330
title: bbc news instagram posts text only

description: retrieved using instaloader<br><br>python -m instaloader -b firefox bbcnews --no-videos --no-pictures --no-video-thumbnails
DOI: 10.5281/zenodo.14839655
title: unimpeded: nrunlcdm bao.sdss_dr16

description: cosmological model:nrunlcdm, dataset:bao.sdss_dr16
DOI: 10.5281/zenodo.14839656
title: unimpeded: nrunlcdm bao.sdss_dr16

description: cosmological model:nrunlcdm, dataset:bao.sdss_dr16
DOI: 10.5281/zenodo.14839659
title: unimpeded: nrunlcdm bicep_keck_2018

description: cosmological model:nrunlcdm, dataset:bicep_keck_2018
DOI: 10.5281/zenodo.14839660
title: unimpeded: nrunlcdm bicep_keck_2018

description: cosmological model:nrunlcdm, dataset:bicep_keck_2018
DOI: 10.15468/dl.ut5cdu
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrolobium dorrienii (Domin) G.Chandler & Crisp"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022045-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839661
title: unimpeded: rlcdm bicep_keck_2018

description: cosmological model:rlcdm, dataset:bicep_keck_2018
DOI: 10.5281/zenodo.14839662
title: unimpeded: rlcdm bicep_keck_2018

description: cosmological model:rlcdm, dataset:bicep_keck_2018
DOI: 10.15468/dl.dnzs2h
title: Occurrence Download

description: A dataset containing 891401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (Cuba, El Salvador, Bahamas, Haiti, Jamaica, Barbados, Trinidad and Tobago, Grenada, Saint Vincent and the Grenadines, Antigua and Barbuda, Saint Lucia, Dominica, Saint Kitts and Nevis, Belize, Canada, Mexico, Costa Rica, Guatemala, Panama, Honduras, Nicaragua, Dominican Republic, Cayman Islands, Guadeloupe, Saint Pierre and Miquelon, Bermuda, Puerto Rico, United States of America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is May",
 "OccurrenceStatus is Present",
 "TaxonKey is Picidae",
 "Year 1000-2011"
 ]
}

 The dataset includes 891401 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022039-250127130748423/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.28090117.v1
title: Generalized spatial matrix specifications

description: In this article, we propose a model that generalizes some of the most popular choices in spatial linear modeling, such as the SAR and MESS models. Our idea builds on their representation as link functions applied to a spatial weight <i>W</i>, corresponding to the uniform and exponential distributions, respectively. By allowing for more general families of distribution functions, one can encompass both models and capture different spatial patterns. We provide some insights into the difference between specifications, with emphasis on advantages and shortcomings as well as on interpretation of the parameters and correspondences between models. By exploiting the possibility to obtain a formal power series representation of the link family, we define the quasi maximum likelihood estimator and study its asymptotic properties under Gaussian and non Gaussian errors. By applying our approach to data on 2000 US election participation, as in LeSage and Pace (2007), we show that this model is able to capture a finite order neighboring spillover structure, as opposed to the infinite order implied by both the SAR and MESS models.
DOI: 10.6084/m9.figshare.28090117.v2
title: Generalized spatial matrix specifications

description: In this article, we propose a model that generalizes some of the most popular choices in spatial linear modeling, such as the SAR and MESS models. Our idea builds on their representation as link functions applied to a spatial weight <i>W</i>, corresponding to the uniform and exponential distributions, respectively. By allowing for more general families of distribution functions, one can encompass both models and capture different spatial patterns. We provide some insights into the difference between specifications, with emphasis on advantages and shortcomings as well as on interpretation of the parameters and correspondences between models. By exploiting the possibility to obtain a formal power series representation of the link family, we define the quasi maximum likelihood estimator and study its asymptotic properties under Gaussian and non Gaussian errors. By applying our approach to data on 2000 US election participation, as in LeSage and Pace (2007), we show that this model is able to capture a finite order neighboring spillover structure, as opposed to the infinite order implied by both the SAR and MESS models.
DOI: 10.15468/dl.rw9vub
title: Occurrence Download

description: A dataset containing 54699235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "MediaType is null"
 ]
}

 The dataset includes 54699235 records from 3811 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022021-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvvtc6
title: Occurrence Download

description: A dataset containing 1182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, Fish collection of the Kagoshima University Museum, Natural History Museum (London) Collection Specimens)",
 "OccurrenceStatus is Present",
 "TaxonKey is Coptodon zillii (Gervais, 1848)"
 ]
}

 The dataset includes 1182 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019490-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8858qt
title: Occurrence Download

description: A dataset containing 247289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (TUR, AZE, GEO, RUS, IRN, IRQ, SYR, ISR, PSE, UKR, ROU, HUN, BGR, GRC, SRB, XKO, ALB, SVK, SVN, BIH, AUT, CHE, LBN, DEU)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus L."
 ]
}

 The dataset includes 247289 records from 715 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235130-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.