cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25765524.v1
title: Supplementary Data

description: 增强的大规模预测策略在人类癌症中识别 ADAR1 介导的 A-to-I 编辑 RNA 的补充数据
DOI: 10.15468/dl.8mtewy
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trailliaedoxa gracilis W.W.Sm. & Forrest",
 "Year 1900-2023"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005947-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-38481
title: Card files (closed). A-L claims (GX 16283 - GX 16696), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.7kalaj
title: Occurrence Download

description: A dataset containing 526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caprimulgus vociferus A.Wilson, 1812",
 "Country is Mexico"
 ]
}

 The dataset includes 526 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j745q7
title: Occurrence Download

description: A dataset containing 9324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penelope argyrotis (Bonaparte, 1856)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 9324 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026586-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw4hhx
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((53.03205 8.30761,98.96795 8.30761,98.96795 26.69239,53.03205 26.69239,53.03205 8.30761))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gardenia gummifera L.f."
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051928-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.owrcab
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "TaxonKey is Randia armata (Sw.) DC.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 99 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-38455
title: Card files (closed). A-L claims (GX 16283 - GX 16696), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.pvk9w6
title: Occurrence Download

description: A dataset containing 5635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptococcus Rosenbach, 1884"
 ]
}

 The dataset includes 5635 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np6y2s
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus superfluus Rech.f. & Köie"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037357-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3jq9c
title: Occurrence Download

description: A dataset containing 34376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia blancoana Webb & Heldr."
 ]
}

 The dataset includes 34376 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008676-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suwbnr
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limnoperna fortunei (Dunker, 1857)"
 ]
}

 The dataset includes 231 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-44171
title: Claims (GX 15572 - GX 15906), 1988

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1988. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.rswhic
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "Year 2007-2018",
 "TaxonKey is Fagus crenata Blume"
 ]
}

 The dataset includes 101 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002165-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8fnsb
title: Occurrence Download

description: A dataset containing 1132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelostoma phaceliae Michener, 1938"
 ]
}

 The dataset includes 1132 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051905-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-44000
title: Claims (GX 15572 - GX 15906), 1988

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1988. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.hd987q
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloestrela suzannae (Decary) Molteno & Gideon F.Sm."
 ]
}

 The dataset includes 42 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026583-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppqbte
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristotelia chilensis (Molina) Stuntz"
 ]
}

 The dataset includes 236 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002166-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqggio
title: Occurrence Download

description: A dataset containing 791 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla alba L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 791 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002166-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88v3zd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((36.68541 2.56174,146.31459 2.56174,146.31459 46.43826,36.68541 46.43826,36.68541 2.56174))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bursera serrata Wall. ex Colebr."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053666-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-44175
title: Claims (GX 15572 - GX 15906), 1988

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1988. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.amtbr1
title: Occurrence Download

description: A dataset containing 979 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbier_CNSF"
 ]
}

 The dataset includes 979 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002166-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rc64qc
title: Occurrence Download

description: A dataset containing 10991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((121.61304 25.04929, 121.61085 25.0495, 121.60583 25.04833, 121.60672 25.04555, 121.60627 25.04138, 121.60915 25.03876, 121.61668 25.03708, 121.61675 25.03795, 121.61759 25.03972, 121.61724 25.04091, 121.61682 25.04208, 121.61624 25.04317, 121.61507 25.04574, 121.61554 25.0474, 121.61563 25.0488, 121.61304 25.04929))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is not null"
 ]
 }
 ]
}

 The dataset includes 10991 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005952-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sxb82
title: Occurrence Download

description: A dataset containing 10241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.45426 42.06625,0.76507 42.03844,0.89445 42.39187,0.47729 42.38873,0.45426 42.06625))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Aves, Mammalia)",
 "Year 2010-2024"
 ]
}

 The dataset includes 10241 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001509-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqwpwh
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lagenaceae"
 ]
}

 The dataset includes 59 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012088-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur1mmf
title: Occurrence Download

description: A dataset containing 2623670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphalidae"
 ]
}

 The dataset includes 2623670 records from 761 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002166-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.hwappe
title: Black hole jets on the scale of the Cosmic Web

description: Jets launched by supermassive black holes transport relativistic leptons, atomic nuclei, magnetic fields, and heat from the centres of galaxies to their outskirts and beyond. These outflows embody the most energetic pathway by which galaxies respond to the Cosmic Web around them. Understanding black hole feedback is an astrophysical frontier, given its consequences for the cosmic star formation history, the stability of galaxy clusters, and the origin of cosmic rays, heavy elements, and magnetism throughout the Universe. The importance of this feedback to cosmology is ultimately bounded by the reach of black hole jets, and could be sweeping if jets travel far at early epochs. Here we present the joint LOFAR–uGMRT–Keck discovery of a black hole jet pair extending over 7 megaparsecs — the largest galaxy-made structure ever found. The outflow, seen 7.5 gigayears into the past, spans two-thirds of a typical cosmic void radius, thus penetrating voids at high (∼95%) probability. This system demonstrates that black hole–launched jets can avoid destruction by magnetohydrodynamical instabilities over cosmological distances, even at epochs when the Universe was 15–7 times denser than it is today. Whereas previous record-breaking outflows were powered by radiatively inefficient active galactic nuclei, the current outflow is powered by a radiatively efficient active galactic nucleus, a type more common at early epochs. If, as implied, a population of early void-penetrating outflows existed, then black hole jets could have overwritten the fields from primordial magnetogenesis. This outflow shows that energy transport from supermassive black holes operates on scales of the Cosmic Web and raises the possibility that cosmic rays, heavy elements, and magnetism in the intergalactic medium have a non-local, cross-void origin.
DOI: 10.48577/jpl.qnifwn
title: First Year of Observations and Key Results from NASA’s EMIT Imaging Spectroscopy Mission

description: No abstract available.
DOI: 10.57745/gnjot3
title: 6_Other_animal_based_NPPU_fresh.csv

description: :unav
DOI: 10.3886/icpsr03446.v1
title: Uniform Crime Reporting Program Data [United States]: Property Stolen and Recovered, 2000
title: Version 1

description: Since 1930, the Federal Bureau of Investigation has
 compiled the Uniform Crime Reports (UCR) to serve as periodic
 nationwide assessments of reported crimes not available elsewhere in
 the criminal justice system. Law enforcement agencies contribute
 reports either directly or through their state reporting
 programs. Each year, this information is reported in four types of
 files: (1) Offenses Known and Clearances by Arrest, (2) Property
 Stolen and Recovered, (3) Supplementary Homicide Reports (SHR), and
 (4) Police Employee (LEOKA) Data. The Property Stolen and Recovered
 data are collected on a monthly basis by all UCR contributing
 agencies. These data, aggregated at the agency level, report on the
 nature of the crime, the monetary value of the property stolen, and
 the type of property stolen. Similar information regarding recovered
property is also included in the data.
description: inap.
description: Datasets: 
DS1: Uniform Crime Reporting Program Data [United States]: Property Stolen and Recovered, 2000
description: Property crimes reported by law enforcement agencies in
the United States.
description: (1) UCR data for the years 1975-1997 can be found in
 UNIFORM CRIME REPORTING PROGRAM DATA [UNITED STATES]: 1975-1997 (ICPSR
 9028). Starting with the 1998 data, each of the four types of UCR data
 files archived by ICPSR receives its own study number for each
 year. (2) The codebook is provided by ICPSR as a Portable Document
 Format (PDF) file. The PDF file format was developed by Adobe Systems
 Incorporated and can be accessed using PDF reader software, such as
 the Adobe Acrobat Reader. Information on how to obtain a copy of the
Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.57745/2tyawq
title: 4.1_Freshwater_Fish_based_NPPU_fresh_Tiers1.tab

description: :unav
DOI: 10.57745/l8c1ug
title: 5_Freshwater_Fish_based_NPPU_ingredients.csv

description: :unav
DOI: 10.57745/iptsb8
title: 4.2_Freshwater_Fish_based_NPPU_fresh_Tiers2.tab

description: :unav
DOI: 10.57745/fibirk
title: 2.2_Marine_Fish_based_NPPU_fresh_Tiers2.csv

description: :unav
DOI: 10.57745/gxkqar
title: 8_Milk_based_NPPU.csv

description: :unav
DOI: 10.57745/5xgoud
title: 3_Marine_Fish_based_NPPU_ingredients.csv

description: :unav
DOI: 10.57745/snspwa
title: 7_Other_animal_based_NPPU_ingredients.csv

description: :unav
DOI: 10.57745/bqlnhu
title: 1_Plant_based_NPPU.csv

description: :unav
DOI: 10.57745/dy6mnm
title: NPPU_SD.csv

description: :unav
DOI: 10.5281/zenodo.17237181
title: Audiocards: Structured Metadata Improves Audio Language Models for Sound Design

description: Paper abstract

Sound designers search for sounds in large sound effects libaries using aspects such as sound class or visual context. However, the metadata needed for such search is often missing or incomplete, and requires significant manual effort to add. Existing solutions to automate this task by generating metadata, i.e. captioning, and search using learned embeddings, i.e. text-audio retrieval, are not trained on metadata with the structure and information pertinent to sound design. To this end we propose audiocards, structured metadata grounded in acoustic attributes and sonic descriptors, by exploiting the world knowledge of LLMs. We show that training on audiocards improves downstream text-audio retrieval, descriptive captioning, and metadata generation on professional sound effects libraries. Moreover, audiocards also improve performance on general audio captioning and retrieval over the baseline single-sentence captioning approach. We release a curated dataset of sound effects audiocards to invite further research in audio language modeling for sound design.

Dataset: ASFx Eval Audiocards

We release ASFx Eval, a curated dataset of audiocards which are structured metadata with attributes pertinent to sound design such as noun-verb pairs  and example visual context . Using Pixtral-12B-2409 we generated 500 audiocards for corresponding audio files in Adobe Audition Sound Effects and manually screened them for incoherence and hallucinations. These audiocards can be used to evaluate audio language models on tasks such as structured metadata generation, text-audio retrieval, and audio captioning, by pairing them with the corresponding audio file using the filename column in the csv below. For example, the audiocard with filename "Impacts/Impact Metal Spatula Hits 08.wav" corresponds to the "Impact Metal Spatula Hits 08.wav" sound effect under the "Impacts" category. Each of the remaining columns corresponds to an audiocard field.

We also provide Universal Category System (UCS) category and subcategory tags. UCS is an ontology developed for sound design and commonly used to organize professional libraries. We generated UCS tags from a text classifier that achieved 96% accuracy on a separate dataset with human annotated tags. These tags can be used to evaluate audio language models and audio representations on UCS category and subcategory prediction for sound effects library management.

Please see the companion website for more details.
DOI: 10.15468/dl.8q6b2y
title: Occurrence Download

description: A dataset containing 31981173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 31981173 records from 3439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058422-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.