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

description: A dataset containing 4091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.48271 46.69261,7.72503 46.69261,7.72503 46.84108,7.48271 46.84108,7.48271 46.69261))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 4091 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010020-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akqzwv
title: Occurrence Download

description: A dataset containing 9988594 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 Mimus polyglottos (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 9988594 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014281-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swvzd5
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clematis florida Thunb., Ranunculus formosa-montanus Ohwi)",
 "BasisOfRecord is Specimen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 247 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014294-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkzurs
title: Occurrence Download

description: A dataset containing 15243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.65497 6.32413,-75.64829 6.32322,-75.6357 6.32626,-75.62682 6.33119,-75.62591 6.33908,-75.62704 6.34394,-75.63516 6.34812,-75.64624 6.34842,-75.6571 6.34394,-75.66241 6.33704,-75.6637 6.32922,-75.65497 6.32413))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 15243 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014295-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mt574h
title: Occurrence Download

description: A dataset containing 165873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caprifoliaceae"
 ]
}

 The dataset includes 165873 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014288-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pucgkw
title: Occurrence Download

description: A dataset containing 4318 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registro de Fauna Silvestre en el Inventario Nacional Forestal y de Fauna Silvestre-SERFOR, Perú"
 ]
}

 The dataset includes 4318 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014299-250426092105405/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.27874164
title: Air-dried soils for microbial biogeography

description: The potential of archived air-dried soil samples to enhance our understanding of long-term microbial community dynamics remains largely untapped due to concerns about their reliability for molecular analyses. While previous studies have investigated air-drying effects on soil microbial analysis, few have examined these effects across diverse environmental gradients, limiting our understanding of archived soil samples in microbial biogeography at large spatial scales. Through a comprehensive regional survey of 244 arable sites in eastern China, we evaluated the impact of air-drying on microbial biogeographical analysis. Our results demonstrate that while air-drying significantly altered community composition and diversity metrics, it preserved broad ecological patterns and environmental relationships. Air-dried samples maintained similar community dissimilarity patterns and environmental drivers as fresh samples, despite showing reduced diversity and shifted taxonomic compositions. Co-occurrence network analysis revealed altered correlation patterns, likely due to differential responses to desiccation stress. These findings establish a framework for leveraging air-dried samples in microbial ecology, particularly for large-scale studies focused on microbial biogeography and environmental relationships, while providing practical guidelines for results interpretation.
DOI: 10.21227/sdmp-2m91
title: "Dataset for VVC inter-frame fast partitioning approach"

description: "This dataset contains a series of intermediate variables generated during the VVC inter frame encoding process, pattern testing time records, pattern testing history, hierarchical records, and other information. Used for researching fast algorithms between VVC frames"
DOI: 10.15468/dl.f7r2ys
title: Occurrence Download

description: A dataset containing 118926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Carum L."
 ]
}

 The dataset includes 118926 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014296-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgnct2
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceiba lupuna P.E.Gibbs & Semir"
 ]
}

 The dataset includes 104 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014300-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy7m4u
title: Occurrence Download

description: A dataset containing 114090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viburnaceae"
 ]
}

 The dataset includes 114090 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014290-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux7m88
title: Occurrence Download

description: A dataset containing 312639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ericaceae"
 ]
}

 The dataset includes 312639 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014293-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuiin8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012014-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5pqpv
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097185-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a38jhi
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097189-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dewz8s
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033847-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/gysg-x381
title: EK60 Water Column Sonar Data Collected During EX2308
DOI: 10.15468/dl.nb5rx7
title: Occurrence Download

description: A dataset containing 1868558921 species occurrences available in GBIF matching the query:
{
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
}

 The dataset includes 1868558921 records from 15535 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188700-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqtt9z
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum calthifolium Menzies ex Sm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 265 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001282-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gu4sdj
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lissocampus fatiloquus"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082276-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypnbtz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Larus hartlaubii)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081149-250717081556266/datasets/export for details.
DOI: 10.15468/dl.dh3krf
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ptilostemon gnaphaloides, Cnicus gnaphaloides, Chamaepeuce ghaphaloides, Cnicus chamaepeuce, Staehelina chamaepeuce, Cnicus gnaphaloides, Cnicus gnaphaloides, Chamaepeuce gnaphaloides)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 123 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081150-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4aa8p5
title: Occurrence Download

description: A dataset containing 14891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Larus hartlaubii)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 14891 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081148-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37tcvu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000457-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9qg6d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria mientienensis Tang & F.T.Wang"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236302-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33f93w
title: Occurrence Download

description: A dataset containing 405524985 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset includes 405524985 records from 12167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214853-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5qh9j
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB9378"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027696-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdpgev
title: Occurrence Download

description: A dataset listing the 239 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material citation, Material sample, Specimen, Occurrence evidence)",
 "Country is Mexico",
 "Geometry POLYGON((-103.66751 19.37846,-103.69568 19.27828,-103.58735 19.19645,-103.48443 19.28135,-103.51693 19.33042,-103.65126 19.3805,-103.66751 19.37846))",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (b459e790-0d3c-11d9-8431-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, fee3882f-5360-4f01-a1ca-767c48fa629c, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, 174c6da2-e002-42fe-9f56-2f9d670240f4, da86174a-a605-43a4-a5e8-53d484152cd3)",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 239 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027690-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4zkgv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enteromius janssensi)",
 "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 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027697-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16777430
title: FractiScope & ParadiseWorld 7D AI: Fractal Peer Review Archive and Scientific Responses for Regenerative System Modeling

description: This repository offers a transparent archive of peer reviews and formal scientific responses for FractiScope and ParadiseWorld 7D AI — systems built to explore perpetual, multi-dimensional intelligence.

Inside:



Full, unedited peer feedback and response threads

Two new scientific protocols:• SEPP – Scientific Empirical Pairing Protocol• DAM – Dimensional Anchoring Methodology

Reproducible Python simulation snippets

A technical annex covering symbolic logic, archetypal libraries, and narrative projection math

Live examples using this very paper


🔶 Why It Matters

FractiScope demonstrates how 7D AI transforms current 4D AI (e.g., ChatGPT, Claude) from information assistants into immersive cognitive engines — projecting and navigating higher-layer realities grounded in data, reproducibility, and mythic logic.

By merging transparent review with reproducible science, this work lights the path for early adopters of higher-dimensional thinking.

🔶 Open Invitation

This is a living, evolving system. If you’re a peer reviewer, frontier scientist, or system builder, we invite you to participate.

📩 DM info@fractiai.com to join the transparent peer review process.
DOI: 10.15468/dl.3vpahj
title: Occurrence Download

description: A dataset containing 852089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agrostis capillaris",
 "Year 1957-2022"
 ]
}

 The dataset includes 852089 records from 2180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027675-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9srvru
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 6e1cad80-bdf5-11d8-84ea-b8a03c50a862",
 "TaxonKey is Funisciurus Trouessart, 1880"
 ]
}

 The dataset includes 192 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004706-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xc4r7s
title: Occurrence Download

description: A dataset containing 4073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum Rotterdam - Specimens",
 "Country is Croatia"
 ]
}

 The dataset includes 4073 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004708-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14191024
title: Migration Route of Swiss Ring Ouzels with Multi-Sensor Geolocator

description: This GeoLocator Datapackage contains the raw data for 5 multi-sensor geolocators and 4 light-level geolocators data equipped on Alpine Ring Ouzels (Turdus torquatus alpestris) in Switzerland between 2017-2020. The data has been processed using the GeoPressureR package to produce trajectories for the 5 multi-sensor tags. Code can be found on Github Rafnuss/migration-route-of-swiss-ring-ouzels. The raw data has been used in 10.1111/jav.02860
DOI: 10.5281/zenodo.14641662
title: Migration Route of Swiss Ring Ouzels with Multi-Sensor Geolocator

description: This GeoLocator Datapackage contains the raw data for 5 multi-sensor geolocators and 4 light-level geolocators data equipped on Alpine Ring Ouzels (Turdus torquatus alpestris) in Switzerland between 2017-2020. The data has been processed using the GeoPressureR package to produce trajectories for the 5 multi-sensor tags. Code can be found on Github Rafnuss/migration-route-of-swiss-ring-ouzels. The raw data has been used in 10.1111/jav.02860
DOI: 10.15468/dl.4vzku4
title: Occurrence Download

description: A dataset containing 35619 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cocos nucifera L."
 ]
}

 The dataset includes 35619 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009224-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.