cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hmr5zz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ansonia tiomanica Hendrickson, 1966)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062365-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-14070
title: Put' = Voie = [The way], no. 1 (September 1925)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.jbdfu4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ummeliata insecticeps (Bösenberg & Strand, 1906)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226490-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-13983
title: Put' = Voie = [The way], no. 1 (September 1925)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.82brgv
title: Occurrence Download

description: A dataset containing 11718 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sebastes fasciatus Storer, 1854"
 ]
}

 The dataset includes 11718 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106722-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nvyfc
title: Occurrence Download

description: A dataset containing 12999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.68019 15.27208,121.31981 15.27208,121.31981 40.72792,57.68019 40.72792,57.68019 15.27208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phylloscopus chloronotus (J.E.Gray & G.R.Gray, 1847)"
 ]
}

 The dataset includes 12999 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0434199-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-5298
title: Baptist Ukrainy = [Ukrainian Baptist], no. 4 ([April] 1927)

description: [description english/roman)] 12 issues per year
DOI: 10.15468/dl.e4wykh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nomascus hainanus (Thomas, 1892))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062335-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-5411
title: Baptist Ukrainy = [Ukrainian Baptist], no. 6 ([June] 1927)

description: [description english/roman)] 12 issues per year
DOI: 10.15468/dl.gyemud
title: Occurrence Download

description: A dataset containing 31428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paracorymbia fulva (Degeer, 1775), Paracorymbia fulva (Degeer, 1775), Paracorymbia fulva (Degeer, 1775), Paracorymbia fulva (Degeer, 1775), Paracorymbia hybrida (Rey, 1885), Paracorymbia hybrida (Rey, 1885), Stictoleptura rubra (Linnaeus, 1758), Stictoleptura rubra (Linnaeus, 1758), Stictoleptura rubra (Linnaeus, 1758), Stictoleptura rubra (Linnaeus, 1758), Stictoleptura rubra (Linnaeus, 1758))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 31428 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254157-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-5282
title: Baptist Ukrainy = [Ukrainian Baptist], no. 4 ([April] 1927)

description: [description english/roman)] 12 issues per year
DOI: 10.15468/dl.jtqx6h
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora quelchii N.E.Br."
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064023-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjc5ft
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis heptadactylus Naudin",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068423-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgmonx
title: Occurrence Download

description: A dataset containing 3768 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia sinensis (L.) Kuntze"
 ]
}

 The dataset includes 3768 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001093-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-12604
title: A need for change: confronting the problems of the LAPD, 1991-05-01

description: A need for change: confronting the problems of the Los Angeles Police Department. Testimony of Ramona Ripston, Executive Director, ACLU of Southern California before the Special Independent Commission on the Los Angeles Police Department, 1991 May 1. PART OF A SERIES: The staff of Skadden, Arps, Slate, Meagher & Flom assisted the Commission's investigation by coordinating interviews and compiling and synthesizing witness declarations. Included in the series are biographies of several expert witnesses solicited by the Commission, as well as three witnesses' written testimonies. Also included are statistics provided by the Police Misconduct Lawyer Referral Service, a nonprofit organization that counsels victims of police abuse, and one article regarding the critical role that mayors play in the implementation of police policy.
DOI: 10.25549/independent-c69-12603
title: A need for change: confronting the problems of the LAPD, 1991-05-01

description: A need for change: confronting the problems of the Los Angeles Police Department. Testimony of Ramona Ripston, Executive Director, ACLU of Southern California before the Special Independent Commission on the Los Angeles Police Department, 1991 May 1. PART OF A SERIES: The staff of Skadden, Arps, Slate, Meagher & Flom assisted the Commission's investigation by coordinating interviews and compiling and synthesizing witness declarations. Included in the series are biographies of several expert witnesses solicited by the Commission, as well as three witnesses' written testimonies. Also included are statistics provided by the Police Misconduct Lawyer Referral Service, a nonprofit organization that counsels victims of police abuse, and one article regarding the critical role that mayors play in the implementation of police policy.
DOI: 10.15468/dl.zm8d4p
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antrozous dubiaquercus Van Gelder, 1959"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001093-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bnurx
title: Occurrence Download

description: A dataset containing 24788 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mosquito Alert Dataset"
 ]
}

 The dataset includes 24788 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178756-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-11359
title: Holliday working papers, vol. I: Memoranda, 1991 May-June

description: Thomas E. Holliday working papers, volume I: Memoranda, 1991 May 28 - June 27. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.15468/dl.ex7jjf
title: Occurrence Download

description: A dataset containing 3055 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Riccia glauca L."
 ]
}

 The dataset includes 3055 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001093-171020152545675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-13412
title: Linfield, Donald, 1991 May-June

description: Linfield, Donald, 1991 May - June 25. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.15468/dl.vuayn7
title: Occurrence Download

description: A dataset containing 3920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is one of (Epidalea calamita (Cope, 1864), Epidalea calamita (Laurenti, 1768))"
 ]
}

 The dataset includes 3920 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178755-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-13177
title: Driscoll, John J., 1980 - 1991 June

description: Driscoll, John J., 1980 - 1991 June 18. PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.15468/dl.rtfwod
title: Occurrence Download

description: A dataset containing 2101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona oratrix Ridgway, 1887"
 ]
}

 The dataset includes 2101 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001541-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ap36e
title: Occurrence Download

description: A dataset containing 30266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb."
 ]
}

 The dataset includes 30266 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178751-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-13552
title: Holliday working papers, vol. III: Independent Commission officers involved in shooting, 1971 - 1991-06-07 (2 of 2)

description: Thomas E. Holliday working papers, volume III: Independent Commission officers involved in shooting, 1971 - 1991 June 7 (2 of 2). PART OF A SERIES: The staff of Gibson, Dunn & Crutcher coordinated witness interviews and conducted an extensive review of complaints filed against LAPD officers. Included in the series are summaries of witness interviews, statistics and investigative reports related to citizen complaints, an analysis on adjudicated cases involving use-of-force complaints, reports regarding LAPD's recruitment of African American officers and community oriented policing, and an excerpt from Malcolm Sparrow's Beyond 9-1-1. Also included are materials related to the firm's work product, including attorney notes, work plans, memoranda, and drafts of chapters for the Commission report.
DOI: 10.25549/independent-ouc1914541
title: Various requests for copies of the Christopher Commission Report

description: Various requests for copies of the Christopher Commission Report. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.bfv1rl
title: Occurrence Download

description: A dataset containing 1935 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campylorhamphus trochilirostris (Lichtenstein, 1820)"
 ]
}

 The dataset includes 1935 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001094-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8q9se
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Australia, Indonesia)",
 "TaxonKey is Platycephalus endrachtensis Quoy & Gaimard, 1825"
 ]
}

 The dataset includes 146 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178754-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-12621
title: A need for change: confronting the problems of the LAPD, 1991-05-01

description: A need for change: confronting the problems of the Los Angeles Police Department. Testimony of Ramona Ripston, Executive Director, ACLU of Southern California before the Special Independent Commission on the Los Angeles Police Department, 1991 May 1. PART OF A SERIES: The staff of Skadden, Arps, Slate, Meagher & Flom assisted the Commission's investigation by coordinating interviews and compiling and synthesizing witness declarations. Included in the series are biographies of several expert witnesses solicited by the Commission, as well as three witnesses' written testimonies. Also included are statistics provided by the Police Misconduct Lawyer Referral Service, a nonprofit organization that counsels victims of police abuse, and one article regarding the critical role that mayors play in the implementation of police policy.
DOI: 10.15468/dl.t5xg2u
title: Occurrence Download

description: A dataset containing 387550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Thalictrum L."
 ]
}

 The dataset includes 387550 records from 1472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178770-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv5mvx
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation 2100.0-2400.0m",
 "GadmGid is USA.6_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Penstemon caespitosus"
 ]
}

 The dataset includes 77 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001156-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/s9wx-3e62
title: Data from paper

description: We report on second-epoch imaging of two candidate planet-hosting white dwarfs stars, \wdtwenty\ and \wdtwelve. Both stars showed evidence of resolved, planet-mass candidate companions in observations using the MIRI mid-infrared imager on JWST. WD2105 also showed evidence of an infrared excess consistent with an unresolved 1.4\mj\ companion with an orbital separation of $<$4\au. Our second epoch observations confirm that the source of the excess shares common proper motion with the star, strengthening the interpretation that it is a planet. However, neither of the two resolved sources with projected separations of $>1$\,arcsec in the first epoch of JWST observations show measurable proper motion and are thus likely  faint, unresolved background galaxies.
DOI: 10.5281/zenodo.7155724
title: Amos: A large-scale abdominal multi-organ benchmark for versatile medical image segmentation

description: Despite the considerable progress in automatic abdominal multi-organ segmentation from CT/MRI scans in recent years, a comprehensive evaluation of the models' capabilities is hampered by the lack of a large-scale benchmark from diverse clinical scenarios. Constraint by the high cost of collecting and labeling 3D medical data, most of the deep learning models to date are driven by datasets with a limited number of organs of interest or samples, which still limits the power of modern deep models and makes it difficult to provide a fully comprehensive and fair estimate of various methods. To mitigate the limitations, we present AMOS, a large-scale, diverse, clinical dataset for abdominal organ segmentation. AMOS provides 500 CT and 100 MRI scans collected from multi-center, multi-vendor, multi-modality, multi-phase, multi-disease patients, each with voxel-level annotations of 15 abdominal organs, providing challenging examples and test-bed for studying robust segmentation algorithms under diverse targets and scenarios. We further benchmark several state-of-the-art medical segmentation models to evaluate the status of the existing methods on this new challenging dataset. We have made our datasets, benchmark servers, and baselines publicly available, and hope to inspire future research. The paper can be found at https://arxiv.org/pdf/2206.08023.pdf


In addition to providing the labeled 600 CT and MRI scans, we expect to provide 2000 CT and 1200 MRI scans without labels to support more learning tasks (semi-supervised, un-supervised, domain adaption, ...). The link can be found in:



	
labeled data (500CT+100MRI)
	
unlabeled data Part I (900CT)
	
unlabeled data Part II (1100CT) (Now there are 1000CT, we will replenish to 1100CT)
	
unlabeled data Part III (1200MRI)



if you found this dataset useful for your research, please cite:




@inproceedings{NEURIPS2022_ee604e1b,
 author = {Ji, Yuanfeng and Bai, Haotian and GE, Chongjian and Yang, Jie and Zhu, Ye and Zhang, Ruimao and Li, Zhen and Zhanng, Lingyan and Ma, Wanling and Wan, Xiang and Luo, Ping},
 booktitle = {Advances in Neural Information Processing Systems},
 editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
 pages = {36722--36732},
 publisher = {Curran Associates, Inc.},
 title = {AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation},
 url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/ee604e1bedbd069d9fc9328b7b9584be-Paper-Datasets_and_Benchmarks.pdf},
 volume = {35},
 year = {2022}
}