cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.b7b2c6
title: Occurrence Download

description: A dataset listing the 612 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-74.94402 -3.20551,-74.92432 -3.19697,-74.8966 -3.20878,-74.87121 -3.20193,-74.86025 -3.20994,-74.85555 -3.22307,-74.8475 -3.22396,-74.84277 -3.21691,-74.81846 -3.23472,-74.81266 -3.2432,-74.82654 -3.25837,-74.83166 -3.28033,-74.8247 -3.28122,-74.80889 -3.304,-74.78806 -3.31001,-74.77873 -3.34116,-74.77287 -3.33612,-74.75811 -3.34216,-74.74662 -3.36019,-74.73152 -3.3687,-74.7342 -3.37546,-74.72227 -3.3914,-74.71969 -3.41075,-74.72643 -3.42857,-74.71158 -3.45408,-74.65962 -3.45356,-74.65974 -3.53139,-74.61058 -3.5608,-74.55149 -3.54631,-74.52895 -3.62557,-74.50854 -3.62026,-74.49539 -3.62829,-74.49171 -3.64345,-74.47869 -3.65032,-74.46947 -3.66647,-74.47633 -3.67205,-74.46691 -3.69658,-74.38259 -3.71904,-74.34832 -3.77173,-74.3005 -3.77596,-74.28619 -3.80567,-74.24078 -3.83983,-74.24062 -3.85233,-74.22268 -3.85539,-74.20695 -3.81803,-74.16771 -3.79869,-74.14442 -3.80428,-74.11268 -3.75616,-74.05753 -3.70749,-74.05222 -3.69857,-74.06619 -3.68661,-74.064 -3.67637,-74.01177 -3.65935,-74.00717 -3.64738,-73.99783 -3.64378,-73.97931 -3.60767,-73.97435 -3.57703,-73.98391 -3.56096,-73.96661 -3.54161,-73.93838 -3.5314,-73.91719 -3.5123,-73.92075 -3.49195,-73.94056 -3.46841,-73.97978 -3.46016,-74.03465 -3.41982,-74.03461 -3.382,-74.04117 -3.36774,-74.0266 -3.35368,-73.97953 -3.33016,-73.98498 -3.32383,-73.9039 -3.27737,-73.88876 -3.29095,-73.85794 -3.24736,-73.8324 -3.23438,-73.85319 -3.20562,-73.86867 -3.20571,-73.88949 -3.17901,-73.93854 -3.14932,-73.95357 -3.11522,-73.9789 -3.11525,-74.00104 -3.07007,-74.04313 -3.04457,-74.09348 -3.04968,-74.13044 -2.9797,-74.14904 -2.96177,-74.20312 -2.93736,-74.2691 -2.93871,-74.28713 -2.91285,-74.43347 -2.76543,-74.51952 -2.78455,-74.54994 -2.7539,-74.5631 -2.75396,-74.56309 -2.75901,-74.58413 -2.76523,-74.63348 -2.76038,-74.65308 -2.72002,-74.70578 -2.69562,-74.71078 -2.66604,-74.74313 -2.64482,-74.86271 -2.59535,-74.87858 -2.55195,-74.92107 -2.52768,-74.94934 -2.52759,-74.93872 -2.60395,-74.95992 -2.62368,-74.97629 -2.66296,-75.00765 -2.67981,-75.01169 -2.6928,-75.01702 -2.73763,-75.00755 -2.76322,-75.03566 -2.81707,-75.03635 -2.87587,-75.05953 -2.96265,-75.0622 -3.00797,-75.06899 -3.01259,-75.06564 -3.02078,-75.05707 -3.01449,-75.03823 -3.02354,-75.0259 -3.0635,-75.01375 -3.07703,-75.02053 -3.09329,-75.01051 -3.11229,-75.01676 -3.13442,-75.00015 -3.16456,-75.00055 -3.18618,-74.9731 -3.19114,-74.94402 -3.20551),(-74.4927 -3.42724,-74.60186 -3.49322,-74.6912 -3.22254,-74.63125 -3.1863,-74.4927 -3.42724)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 612 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007167-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcxbfw
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New Zealand Arthropod Collection - Symbiota",
 "TaxonKey is incertae sedis"
 ]
}

 The dataset includes 784 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007183-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nw6j5
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania)",
 "OccurrenceStatus is Present",
 "TaxonKey is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 384 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007184-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqwcn8
title: Occurrence Download

description: A dataset containing 2017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Year 1970-2000"
 ]
}

 The dataset includes 2017 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007188-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ydn9b
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Specimen, Occurrence evidence)",
 "Country is Mexico",
 "GbifRegion is Latin America and the Caribbean",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tillandsia eizii L.B.Sm."
 ]
}

 The dataset includes 135 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007192-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru4wnd
title: Occurrence Download

description: A dataset containing 1664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Solenopsis richteri Forel, 1909, Solenopsis invicta Buren, 1972, Solenopsis geminata (Fabricius, 1804))"
 ]
}

 The dataset includes 1664 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007212-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq6aq2
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-73.833 2,-73.5 2,-73.5 2.5,-73.833 2.5,-73.833 2))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiroptera",
 "Year 2000-2025"
 ]
}

 The dataset's 13 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007205-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk35zy
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.7_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Piper L."
 ]
}

 The dataset includes 668 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007219-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.322eg6
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Caladenia R.Br."
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007223-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjnhc9
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Costa Rica, El Salvador, Nicaragua, Guatemala, Honduras, Mexico, Panama, Colombia)",
 "Geometry POLYGON((-92.97769 6.10068,-76.51995 6.10068,-76.51995 18.46613,-92.97769 18.46613,-92.97769 6.10068))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oeceoclades maculata (Lindl.) Lindl."
 ]
}

 The dataset includes 259 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007231-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15055154
title: Toluca Real Estate: Property Dataset with Marginalization Degree (GM_2020) Obtained Through Web Scraping (2024)

description: This dataset contains real estate property information collected from online real estate platforms through web scraping during July, October, and November of 2024. The properties are located in various neighborhoods within Toluca, Mexico. Each record represents a property with attributes describing its structural characteristics, geographic location, sale or rental price, and the neighborhood's marginalization degree.Columns with the "_WebS" suffix indicate data obtained directly through web scraping. The "Price" column contains the converted property price in Mexican pesos for easier analysis. Additionally, the GM_2020 field represents the neighborhood's marginalization degree based on 2020 data. This dataset is stored in a CSV file named "Inmuebles_Toluca.csv" and provides valuable insights into the real estate market in Toluca, including details on property type, size, price, and the socio-economic characteristics of the neighborhoods.
DOI: 10.5281/zenodo.15055155
title: Toluca Real Estate: Property Dataset with Marginalization Degree (GM_2020) Obtained Through Web Scraping (2024)

description: This dataset contains real estate property information collected from online real estate platforms through web scraping during July, October, and November of 2024. The properties are located in various neighborhoods within Toluca, Mexico. Each record represents a property with attributes describing its structural characteristics, geographic location, sale or rental price, and the neighborhood's marginalization degree.Columns with the "_WebS" suffix indicate data obtained directly through web scraping. The "Price" column contains the converted property price in Mexican pesos for easier analysis. Additionally, the GM_2020 field represents the neighborhood's marginalization degree based on 2020 data. This dataset is stored in a CSV file named "Inmuebles_Toluca.csv" and provides valuable insights into the real estate market in Toluca, including details on property type, size, price, and the socio-economic characteristics of the neighborhoods.
DOI: 10.15468/dl.4895pn
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "TaxonKey is Bromus tectorum L."
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007240-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpq9ag
title: Occurrence Download

description: A dataset containing 136293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caladenia R.Br."
 ]
}

 The dataset includes 136293 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007224-250325103851331/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.28243724
title: Could entrustable professional activities support assessment in optometric clinical education in Australia and New Zealand?

description: Entrustable professional activities (EPAs) are increasingly being adopted as an assessment tool by medicine and other health professions in a bid to enhance competency-based health professional education. EPAs are well-defined professional activities that can be entrusted to students to perform with varying levels of supervision. They were introduced to overcome some of the limitations of traditional assessment methods of competency such as individual skills assessment or Direct Observation of Procedures and Objective Structured Clinical Examinations. Could EPAs be beneficial in Australian and New Zealand optometric clinical education for advanced skills training and accreditation including the credentialing assessment of overseas educated practitioners? This paper discusses the historical context of how competencies were introduced and assessed in Australian optometry, the evolution of the concept of EPAs in medicine and other health professions, their design and implementation worldwide and whether EPAs could be adopted into optometric training and assessment in Australia and New Zealand.
DOI: 10.6084/m9.figshare.28243724.v1
title: Could entrustable professional activities support assessment in optometric clinical education in Australia and New Zealand?

description: Entrustable professional activities (EPAs) are increasingly being adopted as an assessment tool by medicine and other health professions in a bid to enhance competency-based health professional education. EPAs are well-defined professional activities that can be entrusted to students to perform with varying levels of supervision. They were introduced to overcome some of the limitations of traditional assessment methods of competency such as individual skills assessment or Direct Observation of Procedures and Objective Structured Clinical Examinations. Could EPAs be beneficial in Australian and New Zealand optometric clinical education for advanced skills training and accreditation including the credentialing assessment of overseas educated practitioners? This paper discusses the historical context of how competencies were introduced and assessed in Australian optometry, the evolution of the concept of EPAs in medicine and other health professions, their design and implementation worldwide and whether EPAs could be adopted into optometric training and assessment in Australia and New Zealand.
DOI: 10.6084/m9.figshare.26367447
title: Establishment and review of educational programs to train optometrists in laser procedures and injections

description: Current scope of practice for optometrists in many countries include topical and oral medication with injectable and lasers being added more recently to scope in the United States (US), Canada, the United Kingdom (UK) and New Zealand (NZ). This expanded scope of optometric practice improves access to eyecare and is critical since an ageing population with a higher prevalence of vision disorders and higher healthcare costs looms. Expanded scope has been shown alongside strong safety records. This review paper aims to investigate the expansion of optometric scope of practice regarding lasers and injectables in the US, UK, Canada, Australia and NZ. The design and delivery of post-graduation educational programs, curriculum frameworks for advanced skills and the metrics of laser procedures performed by optometrists will be discussed. The State of Oklahoma in the US was first to authorise optometrists to use lasers and injectables in 1988. As of 2024, qualified optometrists in the UK, in twelve states in the US, and specialist optometrists in NZ perform laser procedures. However, lasers and injectables are not within the current scope of optometric practice in Australia and Canada. Training courses such as Northeastern State University Oklahoma College of Optometry Advanced Procedures Course and Laser Procedures Course have been successfully designed and implemented in the US to train graduate optometrists. The outcomes of over 146,403 laser procedures performed by optometrists across the US have shown only two negative outcomes, equating to 0.001%. These metrics outline the effectiveness of these procedures performed by optometrists and show strong support for future optometric scope expansion. Eye health professionals, relevant educational institutions, advocacy groups, and policymakers are called upon to work collaboratively to expand the optometric scope of practice globally.
DOI: 10.6084/m9.figshare.26367447.v1
title: Establishment and review of educational programs to train optometrists in laser procedures and injections

description: Current scope of practice for optometrists in many countries include topical and oral medication with injectable and lasers being added more recently to scope in the United States (US), Canada, the United Kingdom (UK) and New Zealand (NZ). This expanded scope of optometric practice improves access to eyecare and is critical since an ageing population with a higher prevalence of vision disorders and higher healthcare costs looms. Expanded scope has been shown alongside strong safety records. This review paper aims to investigate the expansion of optometric scope of practice regarding lasers and injectables in the US, UK, Canada, Australia and NZ. The design and delivery of post-graduation educational programs, curriculum frameworks for advanced skills and the metrics of laser procedures performed by optometrists will be discussed. The State of Oklahoma in the US was first to authorise optometrists to use lasers and injectables in 1988. As of 2024, qualified optometrists in the UK, in twelve states in the US, and specialist optometrists in NZ perform laser procedures. However, lasers and injectables are not within the current scope of optometric practice in Australia and Canada. Training courses such as Northeastern State University Oklahoma College of Optometry Advanced Procedures Course and Laser Procedures Course have been successfully designed and implemented in the US to train graduate optometrists. The outcomes of over 146,403 laser procedures performed by optometrists across the US have shown only two negative outcomes, equating to 0.001%. These metrics outline the effectiveness of these procedures performed by optometrists and show strong support for future optometric scope expansion. Eye health professionals, relevant educational institutions, advocacy groups, and policymakers are called upon to work collaboratively to expand the optometric scope of practice globally.
DOI: 10.17632/pmzy4frwnr.1
title: O_elegans_termal_data

description: Results of the thermal biology investigations of the snake eyed lizard Ophisops elegans.

Location: Beytepe Campus, Ankara, Turkey

Field recorded thermal data
Columns:
Tb: Body temperature of lizards measured from the cloak with Fluke 54/II thermometer with a t type thermocouple.
SVL: Snout vent length (mm) measured with a digital caliper
Sol: Solar radiation (w/m2) measured with an apogee mp2 pyranometer
Subst: Type of substrate where the lizard is captured.
Mass: Body mass (g) of lizards measured with a scale 
Wind: Wind speed (m/s) measured with an UNI-T anemometer thermometer.
Ts: Substrate temperature (celsius) measured with the same Fluke 54/II thermometer with a t type thermocouple.
Ta: Air temperature measured measured from the location at 1.5m height measured with an UNI-T anemometer thermometer.

Temperature preference data:
Columns
Mass Start: Mass of the lizard at the start of experiment
SVL: Snout vent length (mm) measured with a digital caliper
Sex: Sex of the measured lizard
D1 - D8: Measured temperature (in celsius) of the lizard in the gradient with 15 minute intervals
Mass Finish: Mass of the lizard at the end of the gradient experiment

datalogger folder holds the field recorded microclimate temperature data from 5 data loggers
DOI: 10.5281/zenodo.13486164
title: Mobilising marine biodiversity data: a new malacological dataset of Italian records

description: The location and palaeoceanographic history of the Mediterranean Sea make it a biodiversity hotspot, prompting extensive studies in this region. However, despite the marine biodiversity of this area is apparently widely studied, a large amount of distributional data for Mediterranean taxa is still unpublished or scattered in various sources and formats, causing severe limitations to their potential reuse. This emerges as a particularly thorny issue for highly biodiverse and neglected taxa, such as invertebrates. The mobilisation of these frozen data through a process of standardisation and georeferencing could potentially support biodiversity research and conservation. The aim of this work is to provide a standardised pipeline to integrate these dispersed data, focusing on the Italian waters of the Mediterranean Sea and using molluscs as target taxa. Data were gathered from two main sources: published literature and Natural History Collections. The harmonisation process involved three key steps: 1) terminology and structure standardisation, 2) taxonomy updating and 3) georeferencing. Our efforts yielded over 44000 standardised records of mollusc species from Italian seawaters. These records encompassed primary biodiversity data from newly digitised specimens owned by 11 different institutions and private collectors, as well as secondary biodiversity data extracted from 311 published studies.
DOI: 10.5281/zenodo.14212454
title: TWIN SEEDS Work Package 3 data

description: Data collected within Work Package 3 of the Horizon Europe project TWIN SEEDS (Grant agreement ID: 101056793).

The WP3 report "Recent and emerging impact of GVCs and MNEs on employment and inequalities", using as inputs these data is publicly accessible here: https://twinseeds.eu/projects-outputs/reports/
DOI: 10.48726/pg8h6-rhw07
title: An open dataset of nanofiber input and output parameters based on published 137 technical reports on electrospinning

description: An open dataset of nanofiber input and output parameters based on published 137 technical reports on electrospinning

The dataset is a collection of electrospinning process parameters (e.g. applied voltage, tip distance, polymer composition) and corresponding nanofiber diameter and morphology. 
The collection contains records from a 137 technical reports on electrospinning. 
The dataset is related to a forthcoming publication. More information will follow. 
Kindly cite our works if you use the dataset, and contact us via https://bit.ly/3xpr5X8 :)
DOI: 10.5281/zenodo.14258987
title: Mobilising marine biodiversity data: a new malacological dataset of Italian records (Mollusca)

description: The location and palaeoceanographic history of the Mediterranean Sea make it a biodiversity hotspot, prompting extensive studies in this region. However, despite the marine biodiversity of this area is apparently widely studied, a large amount of distributional data for Mediterranean taxa is still unpublished or scattered in various sources and formats, causing severe limitations to their potential reuse. This emerges as a particularly thorny issue for highly biodiverse and neglected taxa, such as invertebrates. The mobilisation of these frozen data through a process of standardisation and georeferencing could potentially support biodiversity research and conservation. The aim of this work is to provide a standardised pipeline to integrate these dispersed data, focusing on the Italian waters of the Mediterranean Sea and using molluscs as target taxa. Data were gathered from two main sources: published literature and Natural History Collections. The harmonisation process involved three key steps: 1) terminology and structure standardisation, 2) taxonomy updating and 3) georeferencing. Our efforts yielded over 44000 standardised records of mollusc species from Italian seawaters. These records encompassed primary biodiversity data from newly digitised specimens owned by 11 different institutions and private collectors, as well as secondary biodiversity data extracted from 311 published studies.