cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.szc6y2
title: Occurrence Download

description: A dataset containing 1907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fatoua villosa (Thunb.) Nakai"
 ]
}

 The dataset includes 1907 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084807-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg0qkq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carrionellus White, 1927",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009924-190621201848488/datasets/export for details.
DOI: 10.15468/dl.zj9ej2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycnoches rossianum Rolfe"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152783-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8czbfs
title: Occurrence Download

description: A dataset containing 1216233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador"
 ]
}

 The dataset includes 1216233 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007890-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngqy78
title: Occurrence Download

description: A dataset containing 6009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rorippa islandica (Oeder) Borbás",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6009 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084806-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54s8w8
title: Occurrence Download

description: A dataset listing the 144707 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Plantae",
 "Year 2020-2025"
 ]
}

 The dataset's 144707 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006099-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p5fzs
title: Occurrence Download

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

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006123-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jzr5g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysiphe necator",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006124-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrv6pc
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysiphe necator",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006122-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88ujjg
title: Occurrence Download

description: A dataset containing 18472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus rubra",
 "Year 1981-2010"
 ]
}

 The dataset includes 18472 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006127-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.376s5m
title: Occurrence Download

description: A dataset listing the 32 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((2.59799 49.30186,2.60407 49.30186,2.60407 49.30328,2.59799 49.30328,2.59799 49.30186))",
 "Geometry POLYGON((2.59368 49.29967,2.60707 49.29967,2.60707 49.30477,2.59368 49.30477,2.59368 49.29967))"
 ]
 },
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 32 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006089-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/e7c423ed-d78f-49b9-bf12-6c0bbb91dcf3
title: Clayoquot Slope Datalogger Deployed 2022-08-05

description: The RBRcervata SN 207605 was deployed on 2022-08-05 at Clayoquot Slope. Clayoquot Slope is a location on the continental slope of the Pacific Ocean. At this location, seafloor fluids and gases, hydrates, earthquakes and deep-sea organisms are observed. This device is a Datalogger. Data loggers, or recorder devices, are electronic devices that record data over time, or in relation to location, either with a built-in instrument or sensor or via external instruments and sensors, and are programmed with appropriate recording parameters. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.5281/zenodo.15692351
title: Sustainability Indicators for EmpowerUS TCLs (D4.2) along with UFZ

description: Research analysis document of the potential Sustainabiity Transitions pilots that can be implemented by the six TCLs. Visualizations created for TEP and Pilots for consortium review and presentations. Both research analysis and visualizations were presented to the UFZ team under the Grant agreement's direction colloborative works (UFZ and ITS (ATU)) of EmpowerUS Deliverable 4.2.
DOI: 10.5281/zenodo.15692352
title: Sustainability Indicators for EmpowerUS TCLs (D4.2) along with UFZ

description: Research analysis document of the potential Sustainabiity Transitions pilots that can be implemented by the six TCLs. Visualizations created for TEP and Pilots for consortium review and presentations. Both research analysis and visualizations were presented to the UFZ team under the Grant agreement's direction colloborative works (UFZ and ITS (ATU)) of EmpowerUS Deliverable 4.2.
DOI: 10.15468/dl.6knn94
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphyocharax nattereri)",
 "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 156 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006129-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13075186
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.15468/dl.zt74s8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysiphe paeoniae",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006130-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpkxap
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capricornis sumatraensis (Bechstein, 1799)"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077698-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8mn9y
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Muntiacus muntjak (Zimmermann, 1780)"
 ]
}

 The dataset includes 53 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065192-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxrxec
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rusa unicolor (Kerr, 1792)"
 ]
}

 The dataset includes 109 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065196-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaedw5
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 103 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065186-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my9359
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragulus kanchil (Raffles, 1821)"
 ]
}

 The dataset includes 180 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077705-240626123714530/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.30039058.v1
title: Supplementary Table 3 for the paper "Multi-omics analysis of laser-captured ballooned hepatocytes reveals adaptive cell dormancy in metabolic dysfunction-associated steatohepatitis"

description: Hepatocyte ballooning is the histological hallmark of metabolic dysfunction-associated steatohepatitis (MASH). In this study, three MASH models were generated to study the molecular functional characteristics of ballooned hepatocytes using laser capture microdissection, and a comprehensive multi-omics analysis was conducted.
DOI: 10.5281/zenodo.17128075
title: California Food Access (LILA-style) — 2024 (Census Tracts, 2020 boundaries)

description: California Food Access (LILA-style) — 2024 (Census Tracts, 2020 boundaries)

Overview. This record provides a 2024 update of “low access” (LA, often called “food desert” access) for California at the census-tract level on 2020 tracts. The method adapts USDA ERS Food Access concepts but is an independent update (not an official USDA product).

Method (summary).





Analysis grid: 500 m cells; distances computed from cell centroids to nearest qualifying SNAP retailer(supermarkets/large groceries).




Urban/rural rule: UAC20 (2020 Census Urban Areas).




Thresholds: >1 mile if urban; >10 miles if rural.




Aggregation: cell-level “far” population summed to tracts; outputs in EPSG:3310.




Key fields:





far_pop_1_10_2024: people farther than the 1/10-mile rule




far_share_2024: far_pop / tract_pop




la_2024: 1 if far_pop ≥ 500 or far_share ≥ 0.3333




QA fields: nearest_store_dist_mi_2024, n_cells_2024, far_share_unweighted_2024, method_ver






Store filter: include NAICS 445110 / store_type ∈ {Grocery Store, Supermarket, Super Store} and major chains; exclude convenience, gas, dollar, pharmacy, liquor.




Distance type: Euclidean. No TDLinx used.



What’s included (single-layer package).





GeoPackage: ca_food_access_2024_v1.gpkg → layer la_tracts_2024 (tract polygons + fields above)




GeoJSON (attributes only): ca_food_access_2024_tracts.geojson




CSV (attributes only, join on geoid20): ca_food_access_2024_tracts.csv




checksums.txt (SHA-256 for file integrity)



Intended use. Mapping, public-health and planning analyses, and research that needs a current, transparent LA flag on 2020 census tracts. Results are best interpreted comparatively; Euclidean distances may understate network travel times.

Notes & limitations.Aggregated at tract level (no PII). Independent update; not endorsed by USDA/ERS. Differences vs. ERS Atlas arise from 2020 tracts, UAC20, SNAP-only store sources, and Euclidean distances. Low-income overlays (LILA/LILATracts) are not included in v1.0.

How to cite.Mendoza, G. A.; Central California Health Foundation (2025). California Food Access (LILA-style) 2024 — Census Tracts (2020 boundaries). v1.0.0. DOI: https://doi.org/10.5281/zenodo.17128076. CC BY 4.0.

Keywords: food access, food deserts, California, census tracts, SNAP, public health, GIS, UAC20, 2024.
DOI: 10.5281/zenodo.17128076
title: California Food Access (LILA-style) — 2024 (Census Tracts, 2020 boundaries)

description: California Food Access (LILA-style) — 2024 (Census Tracts, 2020 boundaries)

Overview. This record provides a 2024 update of “low access” (LA, often called “food desert” access) for California at the census-tract level on 2020 tracts. The method adapts USDA ERS Food Access concepts but is an independent update (not an official USDA product).

Method (summary).





Analysis grid: 500 m cells; distances computed from cell centroids to nearest qualifying SNAP retailer(supermarkets/large groceries).




Urban/rural rule: UAC20 (2020 Census Urban Areas).




Thresholds: >1 mile if urban; >10 miles if rural.




Aggregation: cell-level “far” population summed to tracts; outputs in EPSG:3310.




Key fields:





far_pop_1_10_2024: people farther than the 1/10-mile rule




far_share_2024: far_pop / tract_pop




la_2024: 1 if far_pop ≥ 500 or far_share ≥ 0.3333




QA fields: nearest_store_dist_mi_2024, n_cells_2024, far_share_unweighted_2024, method_ver






Store filter: include NAICS 445110 / store_type ∈ {Grocery Store, Supermarket, Super Store} and major chains; exclude convenience, gas, dollar, pharmacy, liquor.




Distance type: Euclidean. No TDLinx used.



What’s included (single-layer package).





GeoPackage: ca_food_access_2024_v1.gpkg → layer la_tracts_2024 (tract polygons + fields above)




GeoJSON (attributes only): ca_food_access_2024_tracts.geojson




CSV (attributes only, join on geoid20): ca_food_access_2024_tracts.csv




checksums.txt (SHA-256 for file integrity)



Intended use. Mapping, public-health and planning analyses, and research that needs a current, transparent LA flag on 2020 census tracts. Results are best interpreted comparatively; Euclidean distances may understate network travel times.

Notes & limitations.Aggregated at tract level (no PII). Independent update; not endorsed by USDA/ERS. Differences vs. ERS Atlas arise from 2020 tracts, UAC20, SNAP-only store sources, and Euclidean distances. Low-income overlays (LILA/LILATracts) are not included in v1.0.

How to cite.Mendoza, G. A.; Central California Health Foundation (2025). California Food Access (LILA-style) 2024 — Census Tracts (2020 boundaries). v1.0.0. DOI: https://doi.org/10.5281/zenodo.17128076. CC BY 4.0.

Keywords: food access, food deserts, California, census tracts, SNAP, public health, GIS, UAC20, 2024.
DOI: 10.6084/m9.figshare.30135523
title: DATASET for 2nd Manuscript (Design and characterization of antibiotic-free lyotropic liquid crystalline coatings based on binary docosahexaenoic acid monoglyceride/glycerol monooleate systems for combating orthopedic implant-associated infections)

description: This DATASET is compiling experimental characterization and bioactivity data that was produced during the project. In the project we at introducing a novel and translatable antibiotic-free implant coating approach, focusing on directed assembly of non-lamellar lyotropic liquid crystalline (LLC) nanostructures on implants for prevention of initial bacterial attachment and biofilm formation on implants using omega-3 polyunsaturated fatty acids. In addition to static small-angle X-ray scattering (SAXS) and in situ grazing incidence small-angle X-ray scattering (GISAXS) characterization investigations, in vitro studies were conducted for evaluating the antibacterial properties of the LLC coatings against the gram-positive bacteria Staphylococcus aureus and Staphylococcus epidermidis. This study describes the first antibiotic-free coatings with nanostructural architectures and inherent antibacterial activities for orthopedic implants.
DOI: 10.6084/m9.figshare.30135523.v1
title: DATASET for 2nd Manuscript (Design and characterization of antibiotic-free lyotropic liquid crystalline coatings based on binary docosahexaenoic acid monoglyceride/glycerol monooleate systems for combating orthopedic implant-associated infections)

description: This DATASET is compiling experimental characterization and bioactivity data that was produced during the project. In the project we at introducing a novel and translatable antibiotic-free implant coating approach, focusing on directed assembly of non-lamellar lyotropic liquid crystalline (LLC) nanostructures on implants for prevention of initial bacterial attachment and biofilm formation on implants using omega-3 polyunsaturated fatty acids. In addition to static small-angle X-ray scattering (SAXS) and in situ grazing incidence small-angle X-ray scattering (GISAXS) characterization investigations, in vitro studies were conducted for evaluating the antibacterial properties of the LLC coatings against the gram-positive bacteria Staphylococcus aureus and Staphylococcus epidermidis. This study describes the first antibiotic-free coatings with nanostructural architectures and inherent antibacterial activities for orthopedic implants.
DOI: 10.15468/dl.f6f6vw
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anomala expansa"
 ]
}

 The dataset includes 350 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006133-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/yaeadv
title: Data for: Early humans and the balance of power: Homo habilis as prey

description: This dataset contains the code and the library of the tooth pit images employed in the models used in this study.

CFP = crocodile;
HESP = hiena;
LPZP = leopard;
LZP = lion;
WP = wolf.

Given the extensive resources that are involved in this type of experimentation, we provide this database only with the intention of replication. Those researchers who want to use this database for their own research should obtain permission from the authors first.
description: Not to use prior publication. Given the extensive resources that are involved in this type of experimentation, we provide this database only with the intention of replication. Those researchers who want to use this database for their own research should obtain permission from the authors first.
DOI: 10.6084/m9.figshare.30135559.v1
title: The dataset of tourists’ Pro-environmental behaviour: Investigating the effect of aesthetic experience by developing a harmonious natural landscape dataset

description: Given the importance to society of encouraging pro-environmental behaviors developed in a tourism setting, encouraging tourists to perform in an environmentally responsible manner is becoming a significant undertaking for the tourism sector. This paper highlights the importance of creating a harmonious natural environment to increase tourists’ perceived aesthetic experiences in enhancing their environmental protection awareness and behaviours in the destination. Three experiments were conducted to systematically analyse how harmonious natural landscape performs as aesthetic experience, impacting on the psychological process of tourists, as well as their pro-environmental behavioural intentions. The data results showed that a high level of harmonious natural landscape was more effective than a low level of harmonious natural landscape in promoting positive place affect and biospheric value orientation, which in turn results in stronger pro-environmental behaviour. The perceived threat has a positive moderating effect on the mediating relationship. Specifically, when tourists face greater perceived threats, place affect has a more significant effect on biospheric value orientation. This study not only contributes to the theoretical framework of the relationship between aesthetic experiences and tourist behaviour in the field of sustainable tourism, but also provides practical guidance for environmental protection strategies in tourist destinations.