cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.e5jjbe
title: Occurrence Download

description: A dataset containing 757 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Salvia amplexicaulis Lam.",
 "TaxonKey is Salvia argentea L.",
 "TaxonKey is Salvia austriaca Jacq.",
 "TaxonKey is Salvia barrelieri Etl."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 757 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019586-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8kdrm
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sonneratia caseolaris (L.) Engl."
 ]
}

 The dataset includes 296 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192955-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmgywy
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colobus guereza guereza"
 ]
}

 The dataset includes 118 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190405-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmiq53
title: Occurrence Download

description: A dataset containing 26629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Artemisia absinthium L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26629 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019586-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnk338
title: Occurrence Download

description: A dataset containing 1083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nicaragua",
 "TaxonKey is Characiformes"
 ]
}

 The dataset includes 1083 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178821-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmz537
title: Occurrence Download

description: A dataset containing 1507 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Actualización de la Colección de Collembola de México y ácaros edáficos. Catálogo de oribátidos de México"
 ]
}

 The dataset includes 1507 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203773-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eakpyq
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-80.31804 -31.62721,-54.68196 -31.62721,-54.68196 -21.37279,-80.31804 -21.37279,-80.31804 -31.62721))",
 "HasCoordinate is true",
 "TaxonKey is Artemisia copa Phil.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019587-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfa69k
title: Occurrence Download

description: A dataset containing 101414 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Salvelinus alpinus (Linnaeus, 1758)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 101414 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019588-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkcacr
title: Occurrence Download

description: A dataset containing 222606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olea europaea L."
 ]
}

 The dataset includes 222606 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010846-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3cf6s
title: Occurrence Download

description: A dataset containing 59500 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Country is Australia",
 "Geometry POLYGON((64.78086 -58.32590,214.21914 -58.32590,214.21914 46.32590,64.78086 46.32590,64.78086 -58.32590))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pteropus poliocephalus Temminck, 1825"
 ]
}

 The dataset includes 59500 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168594-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.legsvd
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Population research on small rodents (Rodentia) and shrews (Soricidae) in Lierne Municipality – Norway; 1988 – 2017 based on systematic catches with ordinary mouse traps in traplines"
 ]
}

 The dataset includes 288 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019589-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffn6fn
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Herbarium",
 "TaxonKey is Aulacomnium palustre (Hedw.) Schwägr."
 ]
}

 The dataset includes 770 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178823-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmbzme
title: Occurrence Download

description: A dataset containing 25209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.62893 -16.10109,-70.40442 -24.1256,-71.67911 -35.20882,-66.26695 -25.90108,-65.52859 -21.3907,-69.62893 -16.10109))",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 25209 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019589-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.db4a2n
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 {
 "or" : [
 "License is CC-BY 4.0",
 "License is CC0 1.0"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Erthesina Spinola, 1837"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190403-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bo49eb
title: Occurrence Download

description: A dataset containing 2105 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "Year 1950-2019",
 "HasCoordinate is true",
 "TaxonKey is Symphoricarpos albus (L.) C.Koch",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2105 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019589-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.darc3z
title: Occurrence Download

description: A dataset containing 13746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Eriocheir sinensis H.Milne Edwards, 1853"
 ]
}

 The dataset includes 13746 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203771-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.birb7t
title: Occurrence Download

description: A dataset containing 1419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ropalidia Guérin-Méneville, 1831"
 ]
}

 The dataset includes 1419 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019590-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzx3ub
title: Occurrence Download

description: A dataset containing 1034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Notropis altipinnis (Cope, 1870))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1034 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048807-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rapu2u
title: Occurrence Download

description: A dataset containing 11599323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haemorhous mexicanus (P.L.Statius Müller, 1776)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11599323 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195139-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncnej0
title: Occurrence Download

description: A dataset containing 26346 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Artemisia absinthium L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26346 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019591-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d89hem
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clidemia hirta",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005007-251009101135966/datasets/export for details.
DOI: 10.15468/dl.h5udxg
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clidemia hirta",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005008-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf85bq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atrina tuberculosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005006-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z78axw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clidemia hirta",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005009-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17460145
title: The Echo Family Framework: Umbrella System of Modular Theories for Stabilizing Dynamic Systems (Patent Pending)

description: The Echo Family Framework (patent pending, U.S. provisional 63/906,018, filed Oct 27, 2025) is an umbrella system of 14 modular mathematical theories developed by Michael Medley to stabilize and optimize dynamic systems across physics, AI, energy, and information flow.Each “Echo” member represents a distinct modulation principle—ranging from Echo Lattice (the core lag model) to Echo Veil (noise shielding) and Echo Vortex (flow control)—all unified under a shared envelope equation. The framework functions as a flexible computational architecture for dynamic systems, enabling measurable stabilization and prediction across chaotic networks, physical flows, and data-driven systems.This publication introduces the first official disclosure of the Echo Family umbrella, establishing its origin and outlining its expansion plan. Future members (e.g., Echo Omega, Echo Alpha, Echo Delta) will continue to build on the same mathematical core.Collaboration, licensing, and validation inquiries are invited from U.S.-based universities, research institutions, and technology companies interested in energy optimization, turbulence control, advanced AI models, or quantum resonance stabilization. VIDEO EXPLAINER INCLUDED 📧 Contact: michaelmedley29@gmail.com(For national security and compliance reasons, this release is limited to U.S. entities only.)
DOI: 10.5281/zenodo.17460146
title: The Echo Family Framework: Umbrella System of Modular Theories for Stabilizing Dynamic Systems (Patent Pending)

description: The Echo Family Framework (patent pending, U.S. provisional 63/906,018, filed Oct 27, 2025) is an umbrella system of 14 modular mathematical theories developed by Michael Medley to stabilize and optimize dynamic systems across physics, AI, energy, and information flow.Each “Echo” member represents a distinct modulation principle—ranging from Echo Lattice (the core lag model) to Echo Veil (noise shielding) and Echo Vortex (flow control)—all unified under a shared envelope equation. The framework functions as a flexible computational architecture for dynamic systems, enabling measurable stabilization and prediction across chaotic networks, physical flows, and data-driven systems.This publication introduces the first official disclosure of the Echo Family umbrella, establishing its origin and outlining its expansion plan. Future members (e.g., Echo Omega, Echo Alpha, Echo Delta) will continue to build on the same mathematical core.Collaboration, licensing, and validation inquiries are invited from U.S.-based universities, research institutions, and technology companies interested in energy optimization, turbulence control, advanced AI models, or quantum resonance stabilization. VIDEO EXPLAINER INCLUDED 📧 Contact: michaelmedley29@gmail.com(For national security and compliance reasons, this release is limited to U.S. entities only.)
DOI: 10.15468/dl.jzyttv
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sorex cylindricauda Milne-Edwards, 1872"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043908-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43dayv
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium lomnicense Wol."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245038-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zprufm
title: Occurrence Download

description: A dataset listing the 1459 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-112.6692 45.99009,-51.08546 45.99009,-51.08546 70.61304,-112.6692 70.61304,-112.6692 45.99009))",
 "Geometry POLYGON((-94.70441 59.28825,-95.0081 56.70687,-85.13813 53.21442,-80.16518 49.87381,-77.0903 51.08858,-78.03934 55.11249,-94.70441 59.28825))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lecanorales"
 ]
}

 The dataset's 1459 records were derived from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261508-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhe7n9
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium ramosum Waldst. & Kit. ex Willd.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002820-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfzpkw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypoestes laeta Benoist"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251329-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7bv6j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixeris retrorsidens (Merr.) Stebbins"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255810-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gumsus
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbarium of the French Institute of Pondicherry",
 "TaxonKey is Dipterocarpaceae"
 ]
}

 The dataset includes 286 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245054-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q92au3
title: Occurrence Download

description: A dataset containing 1595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium racemosum Waldst. & Kit. ex Willd.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1595 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002816-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdp4bb
title: Occurrence Download

description: A dataset containing 808398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Denmark, Portugal, Spain, France, Germany, Netherlands, Switzerland, Austria, Italy, Greece, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Slovakia, Hungary, Romania, Bulgaria, Albania, Serbia, Slovenia, Bosnia and Herzegovina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cirsium arvense (L.) Scop."
 ]
}

 The dataset includes 808398 records from 3214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069780-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1132087.10fu
title: SH1132087.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.