cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/xf9-7c6-08j
title: †Arcestes tacitus von Mojsisovics, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3t2-855-wwy
title: Rhynchonellata Williams, Carlson, Brunton, Holmer & Popov, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ftk-eb1-att
title: Indonesites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eth-ryp-m85
title: Alveolinella H. Douvillé, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd4-56z-8wr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ph-eq8-zsf
title: Rhynchonellata Williams, Carlson, Brunton, Holmer & Popov, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dth-xwy-7gb
title: Pinacoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47d-97r-ldj
title: Barremites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ecg-qlx-2kn
title: †Euaspidoceras perarmatum (Sowerby, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16898986
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Johannes Baptista von Albertini, http://www.wikidata.org/entity/Q62241. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q62241
DOI: 10.3535/9m7-nzd-yat
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k37-6zf-6hn
title: Clypites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3as-qds-g1z
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cqr-gbn-1zv
title: Globulina rotundata (Bornemann, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16898985
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Mary Agnes Chase, http://www.wikidata.org/entity/Q3822242. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q3822242
DOI: 10.3535/3h6-anh-4h4
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x6-7jd-498
title: †Leiophyllites confucii (Diener, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/496-59a-2ln
title: Episageceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eaa-m8e-6mx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xrw-dg0-007
title: Rhynchonellata Williams, Carlson, Brunton, Holmer & Popov, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4y3-3d4-60t
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zal-1z3-t3f
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccm-v4f-ppa
title: †Xenoceltites subevolutus Spath, 1930

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/694-ymj-pje
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gcp-722-0s6
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqn-g46-kdp
title: Halorites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/stw-8sf-vtn
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/46c-3z2-rj0
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8d-4sw-dkf
title: Halorites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gep-rva-dzh
title: Gonionotites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16898987
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Dillman Bullock, http://www.wikidata.org/entity/Q16491992. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q16491992
DOI: 10.3535/377-7kg-hcz
title: †Gryphaea Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cqf-lx8-c93
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyz-yq3-dv3
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qx1-k0e-6m0
title: Istreites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bs-lxn-wd2
title: †Pattalophyllia verbeeki (Gerth, 1921)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qlx-t2w-pa1
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h2b-f8h-0s5
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4nf-ymx-aql
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7sd-lfm-ht1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16898988
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Thomas Barbour, http://www.wikidata.org/entity/Q1682880. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1682880
DOI: 10.5281/zenodo.8031007
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Thomas Barbour, http://www.wikidata.org/entity/Q1682880. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1682880
DOI: 10.3535/87a-0fx-379
title: †Anasibirites multiformis Welter, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8a-rrz-tbh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1d7-kxa-19k
title: †Neoschwagerina margaritae Deprat, 1913

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2d2-0hb-47l
title: †Ammonoidea

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rl2-efa-6xm
title: †Productus Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vw1-bqg-f7n
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16898989
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Heinrich August Jäschke, http://www.wikidata.org/entity/Q64653. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q64653
DOI: 10.3535/5kp-mkg-rqf
title: Najas marina L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4a-g8p-aej
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sky-80k-kaz
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dnp-f5c-z4p
title: †Heterastridium conglobatum Reuss, 1865

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qbjem8
title: Occurrence Download

description: A dataset containing 7070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberis umbellata L."
 ]
}

 The dataset includes 7070 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144592-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akivd3
title: Occurrence Download

description: A dataset containing 624455099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 624455099 records from 13116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045370-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z8257
title: Occurrence Download

description: A dataset containing 1232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rana arvalis",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2023-2024"
 ]
}

 The dataset includes 1232 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004609-260226173443078/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.31438036
title: Questionnaire for research.

description: Questionnaire for research.
DOI: 10.6084/m9.figshare.31438036.v1
title: Questionnaire for research.

description: Questionnaire for research.
DOI: 10.15468/dl.8yy458
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Impatiens acaulis"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004610-260226173443078/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/14997171
title: Bangla Bagdhara
DOI: 10.34740/kaggle/dsv/14997176
title: Bangla Bagdhara
DOI: 10.5281/zenodo.18735525
title: RSS-related files in Sherlock and Dropbox

description: ❯ md5sum mm2hg_rss_net_hr2013.zipa9d43a4479d06ed2e56790e2252229ab  mm2hg_rss_net_hr2013.zip

❯ zip -r rss_dropbox.zip Ccode Notes Slides Writing Rcode

❯ md5sum rss_dropbox.zip237e6bac36b0ab6d77f82c293b836927  rss_dropbox.zip
DOI: 10.5281/zenodo.10393456
title: RSS-related files in Sherlock and Dropbox

description: ❯ md5sum mm2hg_rss_net_hr2013.zipa9d43a4479d06ed2e56790e2252229ab  mm2hg_rss_net_hr2013.zip

❯ zip -r rss_dropbox.zip Ccode Notes Slides Writing Rcode

❯ md5sum rss_dropbox.zip237e6bac36b0ab6d77f82c293b836927  rss_dropbox.zip
DOI: 10.15468/dl.hms9fz
title: Occurrence Download

description: A dataset containing 5951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Eden Arthropod Azores Database",
 "OccurrenceStatus is Present",
 "TaxonKey is Collembola"
 ]
}

 The dataset includes 5951 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004613-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18817652
title: De Novo Design of RNA G-Quadruplex Binding Peptides via Cross-Modal Variational Autoencoder
DOI: 10.5281/zenodo.18817651
title: De Novo Design of RNA G-Quadruplex Binding Peptides via Cross-Modal Variational Autoencoder
DOI: 10.15468/dl.4wxm8f
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Impatiens lawii"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004616-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20210928294
title: Single- and multi-photon excited fluorescence from serotonin complexed with β-cyclodextrin

description: The fluorescence of serotonin on binding with β-cyclodextrin has been studied using both steady state and time-resolved methods. Steady state fluorescence intensity of serotonin at 340 nm showed ∼30% increase in intensity on binding with KA
				∼ 60 dm3 mol−1 and the fluorescence lifetimes showed a correspon
DOI: 10.15468/dl.37hefk
title: Occurrence Download

description: A dataset containing 68204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "GadmGid is CAN.1_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Empidonax minimus"
 ]
}

 The dataset includes 68204 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004606-260226173443078/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/14997222
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25345/c5xg9fq98
title: MassIVE MSV000101005 - 2026-0228_Streptomyces clavuligerus MIPS-like MASSIVE
title: Streptomyces clavuligerus ATCC 27064 verse EEVS and MIPS-like and double mutant
DOI: 10.15468/dl.zcw8j2
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is SWE",
 "Geometry POLYGON((12.03319 61.22443,15.87511 61.22443,15.87511 64.28051,12.03319 64.28051,12.03319 61.22443))",
 "Month is May",
 "OccurrenceStatus is Present",
 "Year 2023-2023"
 ]
}

 The dataset includes 801 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004620-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7yk5w
title: Occurrence Download

description: A dataset containing 25748445 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is one of (Southern African Bird Atlas Project 2, Birds Distribution from the Birds Directive (2013-2018))"
 ]
}

 The dataset includes 25748445 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004614-260226173443078/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/14997152
title: Global Tech Giants: Fundamentals & Valuations 2026
DOI: 10.5281/zenodo.18817766
title: Poly-X and ADMET-Σ: InsilicoΣ Trained ML Models
title: Poly-X: Polymer Property Prediction Platform  3-tier prediction: Group Contribution + ML Ensemble + polyBERT
title: ADMET-Σ: Advanced ADMET Prediction & Pharmacokinetics Analysis Platform

description: File
 
Size
Description




admet_Σ_models.tar.gz
 
154 MB
ADMET-Σ trained sklearn RF+GB ensemble models for TOX21 (12 tasks) and ClinTox (2 tasks). ECFP4 2048-bit fingerprints, scaffold split.


poly_x_models.tar.gz
 
83 MB
POLY-X trained models: Tg RF+GB (ECFP4, PI1M dataset) + polyBERT DeBERTa embedding heads.
DOI: 10.5281/zenodo.18817767
title: Poly-X and ADMET-Σ: InsilicoΣ Trained ML Models
title: Poly-X: Polymer Property Prediction Platform  3-tier prediction: Group Contribution + ML Ensemble + polyBERT
title: ADMET-Σ: Advanced ADMET Prediction & Pharmacokinetics Analysis Platform

description: File
 
Size
Description




admet_Σ_models.tar.gz
 
154 MB
ADMET-Σ trained sklearn RF+GB ensemble models for TOX21 (12 tasks) and ClinTox (2 tasks). ECFP4 2048-bit fingerprints, scaffold split.


poly_x_models.tar.gz
 
83 MB
POLY-X trained models: Tg RF+GB (ECFP4, PI1M dataset) + polyBERT DeBERTa embedding heads.
DOI: 10.15468/dl.v5n26s
title: Occurrence Download

description: A dataset containing 7545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SHARK - National marine environmental monitoring of zooplankton in Sweden since 1979",
 "OccurrenceStatus is Present",
 "TaxonKey is Copepoda",
 "Year 2022-2022"
 ]
}

 The dataset includes 7545 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004622-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20210928114
title: Detection of Isomeric Microscopic Host–Guest Complexes. A Time-Evolving Cucurbit[7]uril Complex

description: The formation of inclusion complexes between the cucurbit[7]uril host and a cationic guest containing ferrocenylmethyl and adamantyl residues connected to an ammonium nitrogen initially leads to an ∼1:1 mixture of two isomeric microscopic complexes, which evolves as a function of time toward the thermodynamically stable mixture, dominated by the adamantyl-included complex.
DOI: 10.15468/tm56sc
title: Norwegian Biodiversity Information Centre - Other datasets

description: Other data providers sharing occurence data via the Norwegian Species Map Service. These providers allow Nbic to share their data as they do not provide their own IPT servide. Providers: Following databases/datasets from the Norwegian Environment Agency (http://www.miljodirektoratet.no/): Predator database, water species database, naturedatabase and salmon registry. From Sustain.no (http://www.miljolare.no/en/) following databases/datasets were previously published: Alien species, plants, butterflies, earthworms, snails, water species, garden birds, coastal species, ponds species and steam species. These can now be accessed directly via publications from : https://www.gbif.org/dataset/search?publishing_org=76e6d2c0-1be0-4cf0-b73b-1f10e3bf444c
DOI: 10.34804/supra.2021092893
title: Study on the inclusion interaction of p-sulfonated calix[n]arenes with Vitamin K3 using methylene blue as a spectral probe

description: null
DOI: 10.15468/dl.2u9kpq
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP.1.1_1",
 "TaxonKey is Antirrhinum charidemi"
 ]
}

 The dataset includes 164 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004623-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vwdtc
title: Occurrence Download

description: A dataset containing 7545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SHARK - National marine environmental monitoring of zooplankton in Sweden since 1979",
 "OccurrenceStatus is Present",
 "SampleSizeValue 1.0-1000000.0",
 "TaxonKey is Copepoda",
 "Year 2022-2022"
 ]
}

 The dataset includes 7545 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004624-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e246569
title: Food Environment Atlas - Data Access and Documentation Downloads

description: Food environment factors—such as store and restaurant proximity, 
availability of local foods, food and nutrition assistance programs, and
 community characteristics—interact to influence food choices and diet 
quality.
The objectives of the Food Environment Atlas are:
to provide a spatial overview of a community's ability to access healthy food and its success in doing so, andto assemble statistics on food environment indicators to stimulate 
research on the determinants of food choices and diet quality.
The Atlas can be used to:
Create maps showing the variation in a single indicator across the 
United States; for example, number of farmers' markets or access to 
grocery stores across U.S. counties and county-equivalents;View all of the county-level indicators for a selected county or county equivalent;Zoom in to specific areas and export or print maps;Download the full dataset or selected data in Excel and machine-readable formats.The current version of the Food Environment Atlas has more than 300 
variables, including new indicators on all other general merchandise 
stores (including dollar stores) and deep poverty rates. All of the data
 included in the Atlas are aggregated into an Excel spreadsheet as well 
as a machine-readable CSV format for easy download. These data come from
 a variety of sources and cover varying years and geographic levels. 
Previous versions of the Food Environment Atlas are archived and 
available for download. The documentation for each version of the data 
provides complete information on definitions and data sources.
In the downloadable Excel/CSV spreadsheets:
State and county Federal information processing standards (FIPS) 
codes are provided. FIPS and GEOID are used interchangeably in the 
online mapping tool and data download and they represent the same value.The variable lookup file links the short field descriptions 
(indicator names) used in the data file with the longer indicator names 
used in the Atlas."No data" fields are referenced with N/A or with -9999. Counties 
that didn’t exist in a particular year are referenced with -8888.
The current version of the Food Environment Atlas data, along with 
seven previous versions of the data and documentation, are available.<br>
description: Downloaded 2026-02-24<br>