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

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citronella mucronata (Ruiz & Pav.) D.Don",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 966 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049303-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15677346
title: 2AFC task+RestingState
DOI: 10.6084/m9.figshare.29332730
title: Analiza Disertatie

description: Setul de date și codul asociat acestuia au fost utilizate în cadrul lucrării mele de disertație care explorează modul în care capitalul social, profilul socio-demografic și implicarea studențească influențează adaptarea academică și percepția experienței universitare în rândul studenților din anul I, în contextul implementării onboardingului universitar. Am comparat două cohorte (2023 și 2024) ale Facultății de Sociologie și Asistență Socială, analizând efectele introducerii programului de onboarding și evoluția percepțiilor studenților. Datele au fost colectate prin intermediul unui chestionar aplicat online, iar analiza a fost realizată în Python. Codul conține teste statistice și vizualizări relevante pentru interpretarea rezultatelor.
DOI: 10.6084/m9.figshare.29332730.v2
title: Analiza Disertatie

description: Setul de date și codul asociat acestuia au fost utilizate în cadrul lucrării mele de disertație care explorează modul în care capitalul social, profilul socio-demografic și implicarea studențească influențează adaptarea academică și percepția experienței universitare în rândul studenților din anul I, în contextul implementării onboardingului universitar. Am comparat două cohorte (2023 și 2024) ale Facultății de Sociologie și Asistență Socială, analizând efectele introducerii programului de onboarding și evoluția percepțiilor studenților. Datele au fost colectate prin intermediul unui chestionar aplicat online, iar analiza a fost realizată în Python. Codul conține teste statistice și vizualizări relevante pentru interpretarea rezultatelor.
DOI: 10.6084/m9.figshare.29332730.v1
title: Analiza_Disertatie.ipynb

description: Setul de date și codul asociat acestuia au fost utilizate în cadrul lucrării mele de disertație care explorează modul în care capitalul social, profilul socio-demografic și implicarea studențească influențează adaptarea academică și percepția experienței universitare în rândul studenților din anul I, în contextul implementării onboardingului universitar. Am comparat două cohorte (2023 și 2024) ale Facultății de Sociologie și Asistență Socială, analizând efectele introducerii programului de onboarding și evoluția percepțiilor studenților. Datele au fost colectate prin intermediul unui chestionar aplicat online, iar analiza a fost realizată în Python. Codul conține teste statistice și vizualizări relevante pentru interpretarea rezultatelor.
DOI: 10.15468/dl.46878s
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix humboldtiana Willd.",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 107 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049304-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/f7bfa59d3e893494cea572ea745f5119
title: UCSB SONGS Mitigation Monitoring: Wetland Survey - Fish Abundance

description: These data describe annual estimates of the density of fish in main channel and tidal creek habitats collected as part of the SONGS San Dieguito Wetland Restoration mitigation monitoring program designed to evaluate compliance of the restoration project with conditions of the SONGS permit. 
Monitoring began in 2012 in the San Dieguito Wetlands and Tijuana Estuary in San Diego County, CA, Carpinteria Salt Marsh in Santa Barbara County, CA, and Mugu Lagoon in Ventura County, CA. 
Beginning in 2024, Los Penasquitos Lagoon in San Diego County replaced Tijuana Estuary. 
The abundance of fish is determined using beach seine and enclosure trap sampling at six main channel and six tidal creek locations at each wetland. 
Both seine and enclosure trap sampling consist of several hauls through an enclosed volume of water. 
Sampling is conducted annually in early fall.
DOI: 10.15468/dl.53ua55
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Evorthodus lyricus (Girard, 1858)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049305-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/b9960866-70f1-4c82-8b9d-e4ca46a39b95
title: Folger Pinnacle Acoustic Doppler Current Profiler 600 kHz Deployed 2012-08-29

description: The RDI Workhorse Monitor ADCP 600 kHz (17434) was deployed on 2012-08-29 at Folger Pinnacle. Folger Pinnacle is an isolated pillar-like feature in Folger Passage, where biodiversity and coastal ecosystems are observed. This device is a Acoustic Doppler Current Profiler 600 kHz. Acoustic Doppler Current Profilers (ADCP) are hydroacoustic instruments, similar to sonars. ADCPs measure current speed and direction at multiple predetermined depths simultaneously. ADCPs use the Doppler effect of sound waves that are scattered by particles in seawater over a depth range. 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: 10.34943/3d8a1908-8bb2-4365-b665-4733c66187ea
title: Folger Pinnacle Acoustic Doppler Current Profiler 600 kHz Deployed 2018-10-17

description: The RDI Workhorse Monitor ADCP 600 kHz (17434) was deployed on 2018-10-17 at Folger Pinnacle. Folger Pinnacle is an isolated pillar-like feature in Folger Passage, where biodiversity and coastal ecosystems are observed. This device is a Acoustic Doppler Current Profiler 600 kHz. Acoustic Doppler Current Profilers (ADCP) are hydroacoustic instruments, similar to sonars. ADCPs measure current speed and direction at multiple predetermined depths simultaneously. ADCPs use the Doppler effect of sound waves that are scattered by particles in seawater over a depth range. 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: 10.15468/dl.da7b24
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Merostachys soderstromii Viníc.-Silva, L.G.Clark & Santos-Gonç."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049306-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhjdey
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sophora masafuerana (Phil.) Skottsb.",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049308-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.js42vf
title: Occurrence Download

description: A dataset containing 15189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araucaria angustifolia (Bertol.) Kuntze"
 ]
}

 The dataset includes 15189 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049307-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhxefb
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Batrisodes adnexus (C.Hampe, 1863)"
 ]
}

 The dataset includes 276 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049309-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hqz5f
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Evorthodus lyricus (Girard, 1858)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049310-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h48usa
title: Occurrence Download

description: A dataset containing 23803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amelanchier bartramiana (Tausch) M.Roem., Sorbus decora (Sarg.) C.K.Schneid., Prunus virginiana L., Spiraea alba var. latifolia (Aiton) Dippel, Amelanchier alnifolia (Nutt.) Nutt.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 23803 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049312-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/0942ccb04d6105f9fcfe8f201b94dd1b
title: UCSB SONGS Mitigation Monitoring: Wetland Performance Standard - Fish Abundance and Species Richness

description: These data describe the annual estimates of density of wetland fish (all species combined) and the species richness (as the number of unique species) in six main channel and six tidal creek locations at four coastal wetlands as part of the SONGS San Dieguito Wetland Restoration monitoring program to track long-term patterns in species abundance and diversity. 
This study began in 2012 in the San Dieguito Wetland in San Diego County, CA, Carpinteria Salt Marsh in Santa Barbara County, CA, and Mugu Lagoon in Ventura County, CA. 
Tijuana Estuary in San Diego County was added in 2013. 
Beginning in 2024, Tijuana Estuary was replaced with Los Penasquitos Lagoon in San Diego County, CA.
DOI: 10.15468/dl.5ruh2k
title: Occurrence Download

description: A dataset containing 8650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paralichthys lethostigma Jordan & Gilbert, 1884",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 8650 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049313-250525065834625/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.29267123.v2
title: Network_Based_Multi_Axial_Cognitive_Framework.pdf

description: A theoretical framework proposing that neural organization follows three orthogonal axes: control direction (η), temporal processing (τ), and processing mode (α). These axes generate eight distinct cognitive quadrants corresponding to specific brain networks, which combine into ten functional streams. The framework provides testable predictions for consciousness research and psychiatric disorders, offering a bridge between mathematical theories and neurobiological implementation. Includes detailed neural mappings, clinical applications, and experimental validation protocols
DOI: 10.18739/a2cn6z19s
title: Percent cover measurements from long-term herbivore exclusion near Utqiaġvik, Alaska, 2018

description: This dataset presents absolute percent cover measurements in response to 60+ years of herbivore exclusion in wet, moist, and dry landcover classes near the town of Utqiaġvik, Alaska. The data was collected during peak growing season in July 2018 from plots that have excluded herbivores and paired control plots. Canopy and surface cover were both assessed, and thus absolute cover could exceed 100 percent (%). Vascular and non-vascular plants were measured along with bare ground and plant litter. The fences were originally constructed in 1954 and are made of 2 meter (m) x 2m fine wire mesh with paired control plots set up within 5m of the fenced plots.
DOI: 10.6084/m9.figshare.28877336
title: <b>Siergiej Services: IPNX – Interdimensional Protocol Nexus Expansion (Blockchain-Ready Architecture)</b>

description: This entry introduces IPNX, a secure, modular, and blockchain-adjacent IP expansion system that integrates quantum field modeling, lattice-synchronized AI protocols, and tokenizable innovation streams.<br>This release presents IPNX, a foundational protocol framework from Siergiej Services designed to bridge quantum field systems with blockchain infrastructures. It introduces a multi-layered architecture for verifiable, tokenized innovation systems and IP validation using scalar field signatures.<br>Key features:<br>Blockchain-compatible quantum timestamping from scalar waveformsSFEE-ID integration with smart contractsTokenization of innovation packets using entangled causal hashesSovereign, zero-trust ownership verification at the protocol levelVisual + tabular implementation maps for decentralized deployment<br><br>This model aligns with global smart sovereign ledger goals, including Dubai/UAE infrastructure standards and QFS-adjacent token verification models.<br>IPNX enables:<br>🔗 Quantum-to-Blockchain bridging (interfacing field logic with secure chains)🧠 AI-driven protocol generation (with verifiable timestamping + hashed output layers)🌐 Decentralized innovation ledger (for sovereign, zero-trust multi-domain systems)📡 Scalar signal identity tracking (entangled verification of ownership via SFEE dynamics)<br><br>The system aligns with:<br>UAE Smart Contract Infrastructure PrinciplesWGS FutureTech Sovereign Ledger GoalsDigital Twin Tokenization + Asset Integrity Logic<br><br>
DOI: 10.6084/m9.figshare.28877336.v1
title: <b>Siergiej Services: IPNX – Interdimensional Protocol Nexus Expansion (Blockchain-Ready Architecture)</b>

description: This entry introduces IPNX, a secure, modular, and blockchain-adjacent IP expansion system that integrates quantum field modeling, lattice-synchronized AI protocols, and tokenizable innovation streams.<br>This release presents IPNX, a foundational protocol framework from Siergiej Services designed to bridge quantum field systems with blockchain infrastructures. It introduces a multi-layered architecture for verifiable, tokenized innovation systems and IP validation using scalar field signatures.<br>Key features:<br>Blockchain-compatible quantum timestamping from scalar waveformsSFEE-ID integration with smart contractsTokenization of innovation packets using entangled causal hashesSovereign, zero-trust ownership verification at the protocol levelVisual + tabular implementation maps for decentralized deployment<br><br>This model aligns with global smart sovereign ledger goals, including Dubai/UAE infrastructure standards and QFS-adjacent token verification models.<br>IPNX enables:<br>🔗 Quantum-to-Blockchain bridging (interfacing field logic with secure chains)🧠 AI-driven protocol generation (with verifiable timestamping + hashed output layers)🌐 Decentralized innovation ledger (for sovereign, zero-trust multi-domain systems)📡 Scalar signal identity tracking (entangled verification of ownership via SFEE dynamics)<br><br>The system aligns with:<br>UAE Smart Contract Infrastructure PrinciplesWGS FutureTech Sovereign Ledger GoalsDigital Twin Tokenization + Asset Integrity Logic<br><br>
DOI: 10.15468/dl.suyna2
title: Occurrence Download

description: A dataset containing 957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mylocheilus caurinus (Richardson, 1836)"
 ]
}

 The dataset includes 957 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049314-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wchgkn
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pogonichthys macrolepidotus (Ayres, 1854)"
 ]
}

 The dataset includes 247 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049315-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j48hyy
title: Occurrence Download

description: A dataset containing 2706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petrolisthes armatus (Gibbes, 1850)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 2706 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049317-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rza6m3
title: Occurrence Download

description: A dataset containing 3126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gila robusta Baird & Girard, 1853"
 ]
}

 The dataset includes 3126 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049318-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/7db859eb34c8e2d71c72318c20831fe4
title: UCSB SONGS Mitigation Monitoring: Wetland Survey - Bird Abundance

description: These data describe annual estimates of bird density collected as part of the SONGS San Dieguito Wetland Restoration mitigation monitoring program designed to evaluate compliance of the restoration project with conditions of the SONGS permit. 
Monitoring began in 2012 in the San Dieguito Wetlands and Tijuana Estuary in San Diego County, CA, Carpinteria Salt Marsh in Santa Barbara County, CA, and Mugu Lagoon in Ventura County, CA. 
Los Penasquitos Lagood in San Diego County replaced Tijuana Estuary in 2024. 
The abundance of birds is determined from twenty plots spread across each wetland.
DOI: 10.15468/dl.276zrv
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Merostachys sparsiflora Rupr."
 ]
}

 The dataset includes 41 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049320-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a27w67751
title: Soil biogeochemical measurements from a long-term (60+ year) herbivore exclusion experiment near Utqiaġvik, Alaska, 2021

description: We conducted a 60+ year herbivore exclusion experiment to better understand the long-term responses of belowground biogeochemistry to changing herbivore populations in the Arctic. This dataset presents a suite of soil biogeochemical measurements in response to 60+ years of herbivore exclusion in wet, moist, and dry landcover classes near the town of Utqiaġvik, Alaska. The data was collected during peak growing season in 2021 from plots that have excluded herbivores and paired control plots. The 12 herbivore exclusion fences were originally constructed in 1954 and are made of 2 meter (m) x 2 m fine wire mesh with paired control plots set up within 5m of the fenced plots. 5 centimeter (cm) diameter cores of the upper 5cm of soil were collected, homogenized, and used for all biogeochemical measurements.
DOI: 10.15468/dl.nvxms9
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solenosteira cancellaria (Conrad, 1846)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 172 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049321-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p14na9vp
title: Island of Hawai‘i, arthropod response to forest restoration, 2019 - 2023

description: This data release includes metadata and tabular data that documents counts of arthropods collected from forest litter at the Liko Nā Pilina study site located on the Keaukaha Military Reservation, Hilo, Hawai‘i. These data are represented in three files: 1) a description of the date and location for each sample, 2) classification for all taxa, and 3) counts of each taxon in each sample. The classification file is in lieu of listing all taxa in the Taxonomic Classification section of the metadata files. Arthropods were extracted from litterbags containing leaves from dominant plant species within the study site and from litter collected in randomly placed quadrats. Samples were obtained after 1, 2, 4 and 6 months during 28 August 2019 - 28 January 2020. Samples were processed in the lab during 1 March 2020 - 31 December 2022, and taxa identified during 1 April - 31 December 2023. Quantitative data are only included for the litterbag samples. Overall, 319 arthropod taxa are included in this data release.
DOI: 10.15468/dl.cd3ggh
title: Occurrence Download

description: A dataset containing 359959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 359959 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049311-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.