cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uxyo2o
title: Occurrence Download

description: A dataset containing 12280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is 2001",
 "DatasetKey is Elephant Seal Sightings, Macquarie Island"
 ]
}

 The dataset includes 12280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057758-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cqeae
title: Occurrence Download

description: A dataset containing 4413 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex scirpoidea Michx."
 ]
}

 The dataset includes 4413 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009545-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evbgdn
title: Occurrence Download

description: A dataset containing 8573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Yucca brevifolia Engelm.",
 "CoordinateUncertaintyInMeters is less than 500"
 ]
}

 The dataset includes 8573 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025395-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgzmt1
title: Occurrence Download

description: A dataset containing 882 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Steuer A. 1939. The fishery grounds near Alexandria. XIX Mollusca. Notes and Memoirs No 33"
 ]
}

 The dataset includes 882 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057761-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwe5de
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FBIP: Insectivorous bat monitoring in the Kruger National Park"
 ]
}

 The dataset includes 574 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009545-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3bmnr
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia chiriquiensis A.Vázquez"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172540-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xnmwk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Charadrius australis (Gould, 1841)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022850-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab6qgj
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobivia ferox Britton & Rose"
 ]
}

 The dataset includes 204 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172541-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hkljn
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pharomachrus mocinno mocinno",
 "Geometry POLYGON((-131.75 -34.25,-131.75 31.86,-21.53 31.86,-21.53 -34.25,-131.75 -34.25))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 167 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057773-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvuh8s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes tristis Bogarín & Pupulin"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172542-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oi7axe
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "TaxonKey is Brotogeris pyrrhoptera (Latham, 1802)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 645 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009547-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rc6ehp
title: Occurrence Download

description: A dataset containing 2006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Astyanax bimaculatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2006 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025384-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfhtfp
title: Occurrence Download

description: A dataset containing 1185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Guaiacum sanctum L."
 ]
}

 The dataset includes 1185 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057774-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ag8q0r
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bachia trisanale (Cope, 1868)",
 "DatasetKey is Biodiversity Research and Teaching Collections - TCWC Vertebrates"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009553-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gvkr8
title: Occurrence Download

description: A dataset containing 5929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spodoptera frugiperda J.E.Smith, 1797",
 "Year 2000-2023"
 ]
}

 The dataset includes 5929 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026641-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.490rcx
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agalychnis moreletii (Duméril, 1853)",
 "Geometry POLYGON((-162.05 -33.77,-162.05 32.36,-51.83 32.36,-51.83 -33.77,-162.05 -33.77))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 550 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057775-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qokls
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ochotona Link, 1795",
 "Geometry POLYGON((37 -5,37 58,148 58,148 -5,37 -5))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 845 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009560-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs3ycg
title: Occurrence Download

description: A dataset containing 2289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is KOR.10.12_2",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 2289 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025553-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4pjes
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia correae Almeda"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172544-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy6mgh
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.32 58.91,8.32 58.98,8.53 58.98,8.53 58.91,8.32 58.91))",
 "PublishingCountry is Norway"
 ]
}

 The dataset includes 560 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057781-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjyyvy
title: Occurrence Download

description: A dataset containing 16047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton polygonifolius Pourr.",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation"
 ]
 }
 ]
}

 The dataset includes 16047 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009560-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmt55p
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia hians Linden & Rchb.f."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172543-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17920945
title: A Case Study of Fairness and Gender Bias in Generated Images by Large Language Models - Appendix
DOI: 10.5281/zenodo.17920946
title: A Case Study of Fairness and Gender Bias in Generated Images by Large Language Models - Appendix
DOI: 10.15468/dl.2twmev
title: Occurrence Download

description: A dataset containing 556628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Troglodytes hiemalis)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 556628 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051013-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bjata
title: Occurrence Download

description: A dataset containing 2280192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -30.914722",
 "DecimalLatitude is less than or equal to -25.914722",
 "DecimalLongitude is greater than or equal to 150.0",
 "DecimalLongitude is less than or equal to 155.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2280192 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051021-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53xagw
title: Occurrence Download

description: A dataset containing 44812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Megascops kennicottii)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 44812 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051038-251120083545085/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/14140566
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5286/isis.e.rb2569001-2
title: Outnumbered! How ions and water affect the structure of polyelectrolyte complexes

description: Although polyelectrolyte complexation has been studied for over a century, many aspects of this complexation process are still not understood. A better understanding of this process is essential for the sustainable production of porous membranes, anion and cation exchange membranes and aqueous two-phase systems that can be used for separations. We recently developed an NMR based methodology with which we can determine the composition of the polyelectrolyte and the dilute phase in terms of polyelectrolyte content and their counterions. Currently we are extending this method to study the effect of different salts. Interestingly, the type of salt seems to affect the water content and structure of the complex. To better understand how these small compounds, that outnumber the polyelectrolytes, affect the macroscopic phase separation we would like to combine SANS and SESANS measurement to obtain information about the porosity of the complex as well as their water content.
DOI: 10.5286/isis.e.rb2520591-1
title: Novel spin excitation spectrum of trilayer nickelate Pr4Ni3O10 single crystals

description: The captivating realm of rare earth nickelates, with their complex and diverse oxidation states of nickel, has been a persistent source of scientific inquiry. This enduring interest is driven by the fascinating interplay of phenomena such as metal-insulator transitions, metal-to-metal transitions accompanied by spin density waves (SDWs) and charge density waves (CDWs), and the emergence of novel superconductivity. Among these rare-earth nickelate superconductors, PrNiO stands out due to its fascinating magnetic properties, which exhibit bootstrapped dimensional crossover magnetism. Despite significant interest, the origin of this bootstrapped dimensional crossover magnetism in PrNiO remains unclear, including the exact nature of the interaction between the Pr and Ni ions, as well as the role of Fermi surface nesting and local moment interactions in driving these magnetic behaviors. Furthermore, how these magnetic properties couple with pressure-induced superconductivity in the material is still an open question. By analyzing the spin excitation dispersions, we aim to determine the effective magnetic exchange interaction parameters and achieve a deeper understanding of the relationship between magnetism and pressureinduced superconductivity in nickelates.
DOI: 10.5286/isis.e.rb2520591
title: Novel spin excitation spectrum of trilayer nickelate Pr4Ni3O10 single crystals

description: The captivating realm of rare earth nickelates, with their complex and diverse oxidation states of nickel, has been a persistent source of scientific inquiry. This enduring interest is driven by the fascinating interplay of phenomena such as metal-insulator transitions, metal-to-metal transitions accompanied by spin density waves (SDWs) and charge density waves (CDWs), and the emergence of novel superconductivity. Among these rare-earth nickelate superconductors, PrNiO stands out due to its fascinating magnetic properties, which exhibit bootstrapped dimensional crossover magnetism. Despite significant interest, the origin of this bootstrapped dimensional crossover magnetism in PrNiO remains unclear, including the exact nature of the interaction between the Pr and Ni ions, as well as the role of Fermi surface nesting and local moment interactions in driving these magnetic behaviors. Furthermore, how these magnetic properties couple with pressure-induced superconductivity in the material is still an open question. By analyzing the spin excitation dispersions, we aim to determine the effective magnetic exchange interaction parameters and achieve a deeper understanding of the relationship between magnetism and pressureinduced superconductivity in nickelates.
DOI: 10.15468/dl.qur3xh
title: Occurrence Download

description: A dataset containing 111150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leopoldamys edwardsi, Leopoldamys milleti, Leopoldamys neilli, Leopoldamys sabanus, Lepus comus, Lepus nigricollis, Lepus oiostolus, Lepus peguensis, Lepus sinensis, Lepus tolai, Loris lydekkerianus, Lynx lynx, Lyroderma lyra, Macaca arctoides, Macaca assamensis, Macaca fascicularis, Macaca leonina, Macaca leucogenys, Macaca mulatta, Macaca nemestrina, Macaca radiata, Macaca silenus, Macaca thibetana, Macroglossus minimus, Macroglossus sobrinus, Madromys blanfordi, Manis crassicaudata, Manis javanica, Manis pentadactyla, Marmota himalayana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 111150 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051033-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wtm2n
title: Occurrence Download

description: A dataset containing 117615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Porzana porzana"
 ]
}

 The dataset includes 117615 records from 545 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050981-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57bzvp
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "GadmGid is BEL.3.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor",
 "Year 2025-2025"
 ]
}

 The dataset includes 304 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051040-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f35h6s
title: Occurrence Download

description: A dataset containing 5731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.57037 29.611,120.75325 29.611,120.75325 30.77701,119.57037 30.77701,119.57037 29.611))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laniidae"
 ]
}

 The dataset includes 5731 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051042-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unhvb3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coleus splendidus"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051044-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17918935
title: Nepali ARPABET Phonetic Dictionary

description: This repository contains a comprehensive ARPABET-based phonetic dictionary for the Nepali language, designed to support text-to-speech (TTS) systems in low-resource settings. ARPABET, adapted from English phonetics, provides ASCII-compatible representations for Nepali's Devanagari script, including nuances like aspiration, nasalization, and stress. This resource was developed as part of an undergraduate project at Tribhuvan University's Pashchimanchal Campus, focusing on neural TTS architectures like Tacotron2 and HiFi-GAN.

Files

- 3000Merged.txt: A merged dictionary with over 3,000 entries, combining automated generation and manual refinements for broad coverage of common Nepali words and phoneme mappings.- Manually Curated.txt: Hand-curated entries emphasizing accuracy for high-frequency terms, dialectal variations, and irregular pronunciations.- Rule Based.txt: Rule-based mappings for grapheme-to-phoneme conversion, handling Devanagari-specific rules like conjunct consonants and vowel diacritics.

Usage

These files follow the CMUdict format: `WORD  PHONEME1 PHONEME2 ... PHONEMEn`. Integrate them into G2P pipelines or TTS models for phonetic transcription. Example:

नेपाली  N EH0 P AA1 L IY0

 

Credits

Created by Aayush Adhikari, Shishir Rijal, Roshan Tiwari, and Sudip Acharya, under the supervision of Nabin Lamichhane (Department of Electronics and Computer Engineering, Pashchimanchal Campus, Pokhara, Nepal).

For contributions or issues, please open a pull request or contact the authors.