cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16720309
title: Socio-environmental Indices for Potential Microalgae Farm Sites Across the Conterminous United States

description: Dataset Description

This dataset provides customized socio-environmental indices (SIs) for 26,576 potential microalgae farm sites spread across the conterminous United States (CONUS). These sites were identified using the Biomass Assessment Tool (BAT), an advanced spatial modeling framework designed to evaluate open-pond algal biomass production potential at high spatial resolutions. The BAT integrates a variety of biophysical and climatic factors—including land suitability, meteorological conditions, water availability, and microalgae growth parameters—to systematically determine optimal locations for establishing microalgae farms. The SIs were calculated by integrating the Social Vulnerability Index (SVI) and the Environmental Justice Index (EJI) datasets. This dataset supports informed decision-making in sustainable microalgae farming by assessing the socioeconomic and environmental impacts of microalgae farms siting across the CONUS.

 

Content Overview





Socio-environmental_indices.zip



File Description: This zipped file contains the shapefile containing geospatial point data for all 26,576 potential microalgae farm sites in CONUS.

Attribute Table Columns:



"fid": Unique identifier for each microalgae farm site.

"acres": Farm area (in acres).

Percentile rankings for various SIs:



"socio_per": Socioeconomic status.

"hhs_per": Household composition & disability.

"hsing_per": Housing type & transportation.

"minor_per": Minority status & language.

"envir_per": Environmental burden.

"health_per": Health vulnerability.

"OSI_per": Overall Status Index (OSI), representing a synthesized percentile ranking of all the indices above.









Visualization_maps.zip



File Description: A zipped folder containing 7 geospatial maps. Each map visualizes the percentile rankings of the potential microalgae farm sites across CONUS for one of the defined indices from the shapefile.
DOI: 10.17026/ar/reh3n1
title: PAN-00107986 - coin/coin-related, Gallische tegenkeizer ?, naar, antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00107986&lt;/p&gt;
description: Modified: 2025-06-11T07:36:35+02:00
DOI: 10.17026/ar/kfslmc
title: PAN-00164077 - iron nail general

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00164077&lt;/p&gt;
description: Modified: 2025-07-17T10:53:53+02:00
DOI: 10.17026/ar/zqiqdm
title: PAN-00042017 - smelt waste or lump of gold or silver

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00042017&lt;/p&gt;
description: Modified: 2025-07-11T09:53:10+02:00
DOI: 10.13026/xgx1-7x47
title: Multimodal Clinical Monitoring in the Emergency Department (MC-MED)

description: Emergency department (ED) patients often present with undiagnosed complaints,
and can exhibit rapidly evolving physiology. Therefore, data from continuous
physiologic monitoring, in addition to the electronic health record, is
essential to understand the acute course of illness and responses to
interventions. The complexity of ED care and the large amount of unstructured
multimodal data it produces has limited the accessibility of detailed ED data
for research. We release Multimodal Clinical Monitoring in the Emergency
Department (MC-MED), a comprehensive, multimodal, and de-identified clinical
and physiological dataset. MC-MED includes 118,385 adult ED visits to an
academic medical center from 2020 to 2022. Data include continuously monitored
vital signs, physiologic waveforms (electrocardiogram, photoplethysmogram,
respiration), patient demographics, medical histories, orders, medication
administrations, laboratory and imaging results, and visit outcomes. MC-MED is
the first dataset to combine detailed physiologic monitoring with clinical
events and outcomes for a large, diverse ED population.
DOI: 10.13026/wvyw-g663
title: Multimodal Clinical Monitoring in the Emergency Department (MC-MED)

description: Emergency department (ED) patients often present with undiagnosed complaints,
and can exhibit rapidly evolving physiology. Therefore, data from continuous
physiologic monitoring, in addition to the electronic health record, is
essential to understand the acute course of illness and responses to
interventions. The complexity of ED care and the large amount of unstructured
multimodal data it produces has limited the accessibility of detailed ED data
for research. We release Multimodal Clinical Monitoring in the Emergency
Department (MC-MED), a comprehensive, multimodal, and de-identified clinical
and physiological dataset. MC-MED includes 118,385 adult ED visits to an
academic medical center from 2020 to 2022. Data include continuously monitored
vital signs, physiologic waveforms (electrocardiogram, photoplethysmogram,
respiration), patient demographics, medical histories, orders, medication
administrations, laboratory and imaging results, and visit outcomes. MC-MED is
the first dataset to combine detailed physiologic monitoring with clinical
events and outcomes for a large, diverse ED population.
DOI: 10.17026/ar/abdgct
title: PAN-00167802 - smelt waste or lump of copper-alloy

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00167802&lt;/p&gt;
description: Modified: 2025-05-07T12:07:00+02:00
DOI: 10.15468/dl.4zbtgp
title: Occurrence Download

description: A dataset containing 1428301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Loxia curvirostra)",
 "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 1428301 records from 874 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016454-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4uv55
title: Occurrence Download

description: A dataset containing 92308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-89.64322 35.13889,-86.69219 35.04667,-83.99876 34.98736,-83.80504 35.42079,-83.5172 35.60231,-83.32358 35.65936,-82.9675 35.8603,-82.50246 35.99255,-82.19474 36.18186,-82.02915 36.30126,-81.74867 36.51166,-81.74578 36.5218,-81.74412 36.52233,-81.74403 36.52661,-81.74141 36.52548,-81.74097 36.54262,-81.74184 36.54262,-81.74176 36.54498,-81.72479 36.55714,-81.72627 36.5581,-81.72549 36.55889,-81.72531 36.5658,-81.72453 36.56641,-81.72444 36.57446,-81.72125 36.57448,-81.71976 36.57501,-81.71792 36.57553,-81.71906 36.58226,-81.7104 36.58226,-81.7104 36.58296,-81.70279 36.58288,-81.702 36.58183,-81.69851 36.58174,-81.69816 36.58853,-81.70197 36.58861,-81.70076 36.6125,-81.86245 36.61494,-82.42601 36.58651,-83.22643 36.58737,-83.7192 36.59495,-86.71128 36.57161,-86.71647 36.57247,-89.34921 36.61093,-89.56782 36.26523,-89.68855 35.92462,-89.89699 35.60435,-89.99926 35.4426,-90.10495 35.28167,-90.06571 35.14556,-89.88977 35.14053,-89.64322 35.13889))",
 "TaxonKey is Buteo jamaicensis",
 "Year 2015-2025"
 ]
}

 The dataset includes 92308 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016456-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/q7o1cs
title: PAN-00173065 - devotional pendant Modern period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173065&lt;/p&gt;
description: Modified: 2025-04-26T11:52:39+02:00
DOI: 10.6084/m9.figshare.12728294.v6
title: <b><i>South African Computer Journal </i></b><b><i>(1979 – 2023)</i></b>

description: This single journal study provides a comprehensive overview of the history and development of the South African Computer Journal (SACJ, formerly Quaestiones Informaticae), combined with a bibliometric and altmetric analysis spanning 45 years from 1979 to 2023. Citation data were sourced from Google Scholar and Scopus, while Mendeley readership counts were used as an alternative metric indicator. A total of 768 articles were analysed to assess journal productivity, authorship patterns and collaboration trends. On average, 17 articles were published per year, with an average of 8.3 Google Scholar citations per article. Citation data reveal that 60% of articles had Google Scholar citations, while 40% remained uncited. The journal exhibits a notable shift from single authorship to multi-authorship, with co-authored articles increasing from 22% (1979 to 1989) to 70% (1990 to 2023). The results indicate a strong association between collaboration and scholarly impact, as articles with two or three authors consistently achieved higher citation counts and Mendeley readership than single-authored articles. The most productive authors and most cited papers were identified. The SACJ journal metrics were also compared with selected international journals in the Computing discipline.<br>
DOI: 10.17026/ar/beft8f
title: PAN-00108609 - coin/coin-related, Constantinus I en zonen (306-361), naar, nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00108609&lt;/p&gt;
description: Modified: 2025-06-17T08:26:37+02:00
DOI: 10.17026/ar/aktff7
title: PAN-00130700 - eye brooch

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00130700&lt;/p&gt;
description: Modified: 2025-04-29T12:11:58+02:00
DOI: 10.17026/ar/3fwycy
title: PAN-00112534 - coin/coin-related, Tetricus I (271-274), antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00112534&lt;/p&gt;
description: Modified: 2025-07-08T08:35:11+02:00
DOI: 10.15468/dl.rtyvfa
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Asyneuma canescens)"
 ]
}

 The dataset includes 485 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016526-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/o8w2ab
title: Base de dados experimental associada à tese sobre previsão de séries temporais com aprendizado profundo e teoria do caos

description: Este pacote de dados contém séries temporais utilizadas nos experimentos da tese Integrando Teoria do Caos e Aprendizado Profundo para a Previsão de Séries Temporais, desenvolvida no Instituto de Matemática, Estatística e Computação Científica (IMECC) da UNICAMP. O conjunto inclui tanto séries sintéticas, geradas a partir de sistemas dinâmicos conhecidos, quanto séries reais oriundas de diferentes domínios.
DOI: 10.15468/dl.ysfrqn
title: Occurrence Download

description: A dataset containing 36728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ursus arctos)",
 "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 36728 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016525-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bmyyc
title: Occurrence Download

description: A dataset containing 6144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buergeria otai",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6144 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016527-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/mo6q9j
title: PAN-00014861 - Garbeck type lead ingot

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00014861&lt;/p&gt;
description: Modified: 2025-07-24T16:21:21+02:00
DOI: 10.15468/dl.w9t3pu
title: Occurrence Download

description: A dataset containing 1198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyrtomium fortunei",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1198 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016528-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jfhyp
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Continent is South America",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis pallida"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016531-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/hfrocp
title: PAN-00155696 - tap faucet (with pipe) group B

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00155696&lt;/p&gt;
description: Modified: 2025-06-08T11:00:44+02:00
DOI: 10.15468/dl.2fca85
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyrtomium fortunei",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 339 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016530-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/dtgd8b
title: PAN-00105089 - coin/coin-related, Constantinus' zonen (337-361), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105089&lt;/p&gt;
description: Modified: 2025-05-12T12:15:30+02:00
DOI: 10.17026/ar/80tyxj
title: PAN-00112364 - coin/coin-related, Septimius Severus (193-211), denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00112364&lt;/p&gt;
description: Modified: 2025-06-17T10:16:03+02:00
DOI: 10.34847/nkl.deb5q5ob
title: unine15b02m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.17026/ar/eh6omp
title: PAN-00173258 - devotional pendant Modern period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173258&lt;/p&gt;
description: Modified: 2025-04-26T11:28:12+02:00
DOI: 10.15468/dl.e97h5y
title: Occurrence Download

description: A dataset containing 9869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-90.41371 34.64168,-83.49976 34.62729,-82.2551 36.33959,-90.34176 36.33959,-90.41371 34.64168))",
 "TaxonKey is Mareca strepera",
 "Year 2023-2025"
 ]
}

 The dataset includes 9869 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016533-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.549a0q7y
title: unine15b01m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.8a6b9k9q
title: unine15b06d

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.9fdck56q
title: unine15b04m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.c7403bb8
title: unine15b09d

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.d5a2le6m
title: unine15b03d

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.d9fa6jcr
title: unine15b07m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.ddf7w5hi
title: unine15b10m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.15468/dl.s97av5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Snow Entomological Museum Collection, Natural History Museum (London) Collection Specimens, The Hymenoptera collection (EY) of the Muséum national d'Histoire naturelle (MNHN - Paris), Computarización de la colección de abejas (Hymenoptera: Apoidea) del Museo de Zoología Alfonso L. Herrera, de la Facultad de Ciencias de la UNAM)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, b554c320-0560-11d8-b851-b8a03c50a862, 19456090-b49a-11d8-abeb-b8a03c50a862, 2cd829bb-b713-433d-99cf-64bef11e5b3e, ff90b050-c256-11db-b71b-b8a03c50a862)",
 "TaxonKey is Mesoplia insignis"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016532-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.50ae9121
title: unine15b12d

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.a3b1awiz
title: unine15b16m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.aef7a315
title: unine15b13m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.b8593686
title: unine15b14m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.cf4741wx
title: unine15b18d

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.34847/nkl.e2fbac8d
title: unine15b11m

description: Fichier source (TGD).
description: Fichier source (WAV).
description: Fichier dérivé (TEI).
DOI: 10.17026/ar/04ine6
title: PAN-00177449 - ring unspecified (period unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00177449&lt;/p&gt;
description: Modified: 2025-07-24T09:56:49+02:00
DOI: 10.15468/dl.ygdvy3
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.7_1, USA.22_1, USA.20_1, USA.30_1, USA.33_1, USA.40_1, USA.46_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Melissodes apicatus"
 ]
}

 The dataset includes 80 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016534-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/cvwdpn
title: PAN-00107022 - late medieval/modern finger ring with simple attached bezel

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00107022&lt;/p&gt;
description: Modified: 2025-04-30T15:26:15+02:00
DOI: 10.6084/m9.figshare.30194302.v1
title: Supplementary Material

description: This dataset contains the supplementary tables associated with the manuscript submitted to <i>Virulence</i> by Rivera et al. The supplementary figures provide additional visualizations and analyses supporting the genomic and comparative study of <i>Escherichia coli</i> O118 strains included in this study. <br>
DOI: 10.17026/ar/mklgnv
title: PAN-00121328 - terra sigillata cup type Drag. 33

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00121328&lt;/p&gt;
description: Modified: 2025-05-05T15:27:01+02:00
DOI: 10.17026/ar/mvfrvn
title: PAN-00173098 - devotional pendant Modern period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173098&lt;/p&gt;
description: Modified: 2025-04-26T11:40:10+02:00
DOI: 10.6084/m9.figshare.30213643
title: Data set: "Comparing Athletic Identity Between Female Bodybuilders and Collegiate Athletes"

description: Although athletic identity has been previously examined in the collegiate setting, stand-alone literature on athletic identity and female bodybuilders is lacking. Given the niche nature of competitive bodybuilding and the overall lack of research on female athletes, the purpose of the current study was to compare athletic identity between female bodybuilders and female collegiate athletes. Fifty-six collegiate athletes from a private northeast National Collegiate Athletics Association (NCAA) Division III institution and 32 bodybuilders filled out the seven-item, three-dimensional Athletic Identity Measurement Scale (AIMS; Brewer & Cornelius, 2001) as an online questionnaire. An independent samples t-test showed that collegiate athletes had a significantly higher total AIMS score than bodybuilders (p &lt; .001). Significance for all analyses was set to α = 0.05. The social identity and negative affectivity subscales were significantly different between groups, with social identity being the largest determinant between total AIMS score differences. The researcher concluded that female collegiate athletes may have stronger athletic identity than female competitive bodybuilders. This may be influenced by participant age, years spent participating in sport, and bodybuilders having more time exploring life roles outside of sport.