cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2bqszj
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.89396 -41.5481,-71.04868 -41.5481,-71.04868 -40.39684,-71.89396 -40.39684,-71.89396 -41.5481))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Larus dominicanus M.H.K.Lichtenstein, 1823",
 "Year 1000-1990"
 ]
}

 The dataset includes 414 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001318-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcbjb4
title: Occurrence Download

description: A dataset containing 1100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lupinus subcarnosus Hook.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1100 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001317-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqmbz3
title: Occurrence Download

description: A dataset containing 6114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lupinus succulentus Douglas ex K.Koch, Lupinus succulentus Douglas)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6114 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001319-250325103851331/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.28111892
title: <b>Corticothalamic Neurons in Motor Cortex Have a Permissive Role in Motor Execution</b>

description: Large datasets for the following publication:<b>Corticothalamic Neurons in Motor Cortex Have a Permissive Role in Motor Execution</b>Fig2E and G also contains data for S4F.<br>Fig2H also contains data for S5C and D.Fig 2K also contains data for 2L and S7C.<br>Fig5A also contains data for S14C.<br>
DOI: 10.15468/dl.bpeanr
title: Occurrence Download

description: A dataset containing 4823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Maackia amurensis Rupr.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4823 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001320-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyfgnm
title: Occurrence Download

description: A dataset containing 8114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi",
 "TypeStatus is Type"
 ]
}

 The dataset includes 8114 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001321-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15083487
title: Simulation data for "Domain Coupling in Activation of a Family C GPCR"

description: All-atom molecular dynamics simulation trajectories of PDB ID 4XAQ bound to co-crystallized ligand, eglumegad, generated on Anton2 at the Pittsburgh Supercomputing Center.
DOI: 10.5281/zenodo.15083488
title: Simulation data for "Domain Coupling in Activation of a Family C GPCR"

description: All-atom molecular dynamics simulation trajectories of PDB ID 4XAQ bound to co-crystallized ligand, eglumegad, generated on Anton2 at the Pittsburgh Supercomputing Center.
DOI: 10.15468/dl.ykwp7x
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macroptilium erythroloma (Mart. ex Benth.) Urb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 373 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001324-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25946/23577792
title: AS PhD data for Machine Learning-based Quantitative Grounded Theory: A New Paradigm for Management Research

description: In this project, I will analyze large publicly available datasets using machine learning to reveal new associations that can help refine existing theories or develop new theories in the social and management sciences. In the first project, I discuss some of the limitations of traditional statistical approaches and demonstrate how we can solve them using machine learning. In the second project, I demonstrate how machine learning can sieve through a large amount of data to identify patterns. In the third project, I document that machine learning models can be used to generate hypotheses that are subsequently validated by traditional methods (e.g., correlational and experimental studies). Machine learning models take a long time to build, requiring considerable software writing. However, these models are reusable. In the fourth project, I demonstrate how a machine learning model built in the third project can be reused for a different topic.
DOI: 10.15468/dl.vchqme
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Macroptilium heterophyllum (Humb. & Bonpl. ex Willd.) Maréchal & Baudet)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001325-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13994371
title: Nitrate Isotope and Nutrient Data from October 2020 on the Northwest Atlantic Shelf (Scotian Shelf and Cabot Strait)

description: The dataset includes hydrographic data (temperature, salinity), nutrient concentrations (phosphate, silicate, nitrate, nitrite, ammonium) and dual isotope ratios of nitrate (δ15N and δ18O) collected aboard the Canadian Coast Guard Ship (CCGS) Hudson during the Fisheries and Oceans Canada (DFO) Atlantic Zone Monitoring Program (AZMP) fall mission (HUD2020063) in October 2020 along 3 transects: Cabot Strait Line, Louisbourg Line and Halifax Line.
DOI: 10.5281/zenodo.13994372
title: Nitrate Isotope and Nutrient Data from October 2020 on the Northwest Atlantic Shelf (Scotian Shelf and Cabot Strait)

description: The dataset includes hydrographic data (temperature, salinity), nutrient concentrations (phosphate, silicate, nitrate, nitrite, ammonium) and dual isotope ratios of nitrate (δ15N and δ18O) collected aboard the Canadian Coast Guard Ship (CCGS) Hudson during the Fisheries and Oceans Canada (DFO) Atlantic Zone Monitoring Program (AZMP) fall mission (HUD2020063) in October 2020 along 3 transects: Cabot Strait Line, Louisbourg Line and Halifax Line.
DOI: 10.15468/dl.fqgjn3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Maniltoa grandiflora (A.Gray) Scheff., Maniltoa grandiflora Backer & Bakh.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001326-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vymagu
title: Occurrence Download

description: A dataset containing 7786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Australia",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi",
 "TypeStatus is Type"
 ]
}

 The dataset includes 7786 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001327-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zquna5
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula cusickiana (A.Gray) A.Gray"
 ]
}

 The dataset includes 257 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001328-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ez54q
title: Occurrence Download

description: A dataset containing 94702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosopis L."
 ]
}

 The dataset includes 94702 records from 794 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001323-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asduwc
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Specimen)",
 "TaxonKey is one of (Carollia perspicillata (Linnaeus, 1758))",
 "StateProvince is one of (caqueta)"
 ]
 }
 ]
}

 The dataset includes 118 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001330-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ct622g
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula cusickiana (A.Gray) A.Gray"
 ]
}

 The dataset includes 257 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001331-250325103851331/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.28665560
title: Honghe data

description: Collected 6,349 soil samples (2011-2021) from seven counties or cities in Honghe Hani and Yi Autonomous Prefecture (Honghe Prefecture), we developed a three-stage methodology: (1) indicator optimization using Total Dataset (TDS) and Minimum Data Set (MDS) approaches; (2) weight assignment via Entropy Weight (EW) and correlation coefficients (CC); (3) quality assessment employing Soil Basic Niche-Fitness (SBNF) and Soil Fertility Index (SFI).
DOI: 10.6084/m9.figshare.28665560.v2
title: Honghe data

description: Collected 6,349 soil samples (2011-2021) from seven counties or cities in Honghe Hani and Yi Autonomous Prefecture (Honghe Prefecture), we developed a three-stage methodology: (1) indicator optimization using Total Dataset (TDS) and Minimum Data Set (MDS) approaches; (2) weight assignment via Entropy Weight (EW) and correlation coefficients (CC); (3) quality assessment employing Soil Basic Niche-Fitness (SBNF) and Soil Fertility Index (SFI).
DOI: 10.6084/m9.figshare.28665560.v1
title: Honghe data

description: Collected 6,349 soil samples (2011-2021) from seven counties or cities in Honghe Hani and Yi Autonomous Prefecture (Honghe Prefecture), we developed a three-stage methodology: (1) indicator optimization using Total Dataset (TDS) and Minimum Data Set (MDS) approaches; (2) weight assignment via Entropy Weight (EW) and correlation coefficients (CC); (3) quality assessment employing Soil Basic Niche-Fitness (SBNF) and Soil Fertility Index (SFI).
DOI: 10.15468/dl.yec6wc
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula cusickiana (A.Gray) A.Gray"
 ]
}

 The dataset includes 257 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001332-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5jd4q22p
title: MassIVE MSV000097448 - REGIONAL MICROBIOTA MISMATCHES FROM FECAL MICROBIOTA TRANSPLANTS DRIVE PERSISTENT, OFF-TARGET CONSEQUENCES TO THE HOST
title: REGIONAL MICROBIOTA MISMATCHES FROM FECAL MICROBIOTA TRANSPLANTS DRIVE PERSISTENT, OFF-TARGET CONSEQUENCES TO THE HOST
DOI: 10.15468/dl.ustzpk
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula cusickiana (A.Gray) A.Gray"
 ]
}

 The dataset includes 257 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001333-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3qceq
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-138.9007 59.55667,-132.61837 59.55667,-132.61837 66.1811,-138.9007 66.1811,-138.9007 59.55667))",
 "TaxonKey is Aulacigaster neoleucopeza Mathis & Freidberg, 1994"
 ]
}

 The dataset includes 67 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001334-250325103851331/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.28208336
title: Scene Dataset for Scene-based Scenario Generation approach

description: This dataset is used for evaluating the scene-driven scenario generation approach
DOI: 10.6084/m9.figshare.28208336.v2
title: Scene Dataset for Scene-based Scenario Generation approach

description: This dataset is used for evaluating the scene-driven scenario generation approach
DOI: 10.15468/dl.wkkhzt
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula cusickiana (A.Gray) A.Gray"
 ]
}

 The dataset includes 257 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001335-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e218425
title: Civil Rights Data Collection, 2009-2010

description: The CRDC is a longstanding and important aspect of the U.S. Department of Education Office for Civil Rights' overall strategy for administering and enforcing civil rights laws that prohibit discrimination based on race, color, national origin, sex, disability, and age by schools, school districts and other entities that received Federal financial assistance from the Department.<br><br>Since 1968, OCR has collected civil rights data related to students' access and barriers to educational opportunity from early childhood through grade 12. These data are collected from all public schools and districts, as well as long-term secure justice facilities, charter schools, alternative schools, and special education schools that focus primarily on serving the educational needs of students with disabilities under IDEA or section 504 of the Rehabilitation Act.<br><br>The CRDC collects information about student enrollment; access to courses, programs and school staff; and school climate factors, such as bullying, harassment and student discipline. Most data collected by the CRDC are disaggregated by race, ethnicity, sex, disability, and English Learners.<br>
DOI: 10.3886/e218425v1-172481
title: Civil Rights Data Collection, 2009-2010

description: The CRDC is a longstanding and important aspect of the U.S. Department of Education Office for Civil Rights' overall strategy for administering and enforcing civil rights laws that prohibit discrimination based on race, color, national origin, sex, disability, and age by schools, school districts and other entities that received Federal financial assistance from the Department.<br><br>Since 1968, OCR has collected civil rights data related to students' access and barriers to educational opportunity from early childhood through grade 12. These data are collected from all public schools and districts, as well as long-term secure justice facilities, charter schools, alternative schools, and special education schools that focus primarily on serving the educational needs of students with disabilities under IDEA or section 504 of the Rehabilitation Act.<br><br>The CRDC collects information about student enrollment; access to courses, programs and school staff; and school climate factors, such as bullying, harassment and student discipline. Most data collected by the CRDC are disaggregated by race, ethnicity, sex, disability, and English Learners.<br>
DOI: 10.15468/dl.x42s4u
title: Occurrence Download

description: A dataset containing 1440 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysocyon brachyurus (Illiger, 1815)"
 ]
}

 The dataset includes 1440 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001336-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sscv8
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ara militaris (Linnaeus, 1766)"
 ]
}

 The dataset includes 256 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001337-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm5ztc
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Trachemys scripta elegans (Wied, 1838)",
 "Year 2000-2025"
 ]
}

 The dataset includes 155 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001339-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95zdb4
title: Occurrence Download

description: A dataset containing 1601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-116.5 50.8,-115 50.8,-115 51.8,-116.5 51.8,-116.5 50.8))",
 "Year 2014-2015"
 ]
}

 The dataset includes 1601 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001338-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf6anq
title: Occurrence Download

description: A dataset containing 107804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago arabica (L.) Huds., Medicago arabica All., 1785)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 107804 records from 1605 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001329-250325103851331/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.28631536
title: Shape-shifting and rolling in an arboreal ant from southern China (<i>Cataulacus granulatus</i>)

description: Many small terrestrial arthropods defend themselves by transforming their bodies into spherical shapes. While some, like pill millipedes, have evolved specialised morphology for this purpose, others, although lacking obvious morphological adaptations, can still form rough spheres for defence. Here, we present our observation of such a curling behaviour in the small arboreal ant <i>Cataulacus granulatus</i>. When disturbed or pinched, a <i>C. granulatus</i> worker can curl its body segments and retract its legs, forming a rough sphere with a maximum dimension of 2.1–2.5 mm along the main anatomical axes. After being released onto a wood board with a 30° slope, the curled ants rolled for an average of ~11 cm. After 0.1–1.4 s of rolling, the ants performed a braking behaviour by uncurling their body and legs, an action which effectively reduced the rolling speed. The rolling movement was eventually stopped as the ant clung onto the substrate surface with one tarsus. Our results suggest the defensive curling in <i>C. granulatus</i> may allow for passive rolling along solid slopes, which may facilitate escaping and concealment under natural conditions. In addition, the braking behaviour helps to prevent prolonged rolling and thus conserve the travelled distance due to passive displacement. These behaviours are potentially adaptive for escaping in a variety of habitats from forest floor to tree canopies.
DOI: 10.6084/m9.figshare.28631536.v1
title: Shape-shifting and rolling in an arboreal ant from southern China (<i>Cataulacus granulatus</i>)

description: Many small terrestrial arthropods defend themselves by transforming their bodies into spherical shapes. While some, like pill millipedes, have evolved specialised morphology for this purpose, others, although lacking obvious morphological adaptations, can still form rough spheres for defence. Here, we present our observation of such a curling behaviour in the small arboreal ant <i>Cataulacus granulatus</i>. When disturbed or pinched, a <i>C. granulatus</i> worker can curl its body segments and retract its legs, forming a rough sphere with a maximum dimension of 2.1–2.5 mm along the main anatomical axes. After being released onto a wood board with a 30° slope, the curled ants rolled for an average of ~11 cm. After 0.1–1.4 s of rolling, the ants performed a braking behaviour by uncurling their body and legs, an action which effectively reduced the rolling speed. The rolling movement was eventually stopped as the ant clung onto the substrate surface with one tarsus. Our results suggest the defensive curling in <i>C. granulatus</i> may allow for passive rolling along solid slopes, which may facilitate escaping and concealment under natural conditions. In addition, the braking behaviour helps to prevent prolonged rolling and thus conserve the travelled distance due to passive displacement. These behaviours are potentially adaptive for escaping in a variety of habitats from forest floor to tree canopies.