cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/independent-c69-10210
title: Brian Sun interviews, 1990 Aug. - 1991 June

description: Brian Sun interviews, 1990 August 3 - 1991 June 21. 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-c69-9704
title: Adams, Dr. Reed (2 of 3), 1980-1991

description: Adams, Dr. Reed (2 of 3), 1980 July - 1991 July 4. 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.cjzpts
title: Occurrence Download

description: A dataset containing 7243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "MediaType is Image",
 "TaxonKey is Sorghastrum nutans (L.) Nash"
 ]
}

 The dataset includes 7243 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007306-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uo2whc
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abronia fimbriata (Cope, 1885)"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002386-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-9982
title: Proctor, Vance, 1990-1991 June

description: Proctor, Vance, 1990 May - 1991 June 19. 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.moszwt
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alouatta belzebul (Linnaeus, 1766)"
 ]
}

 The dataset includes 258 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5w9wx4
title: Occurrence Download

description: A dataset containing 4415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-90.29068 14.55699,-90.29083 14.38668,-90.04127 14.38632,-90.04092 14.55661,-90.29068 14.55699)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4415 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000325-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-9114
title: Analysis (1 of 4), 1988-1991 June

description: Analysis (1 of 4), 1988 August - 1991 June 25. Duplicates (Some may be superceded). PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.
DOI: 10.25549/independent-c69-9194
title: Analysis (2 of 4), 1990 - 1991 June

description: Analysis (2 of 4), 1990 - 1991 June 26. Duplicates (Some may be superceded). PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.
DOI: 10.15468/dl.e77oa9
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thelypteris serrata (Cav.) Alston",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 305 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkkr9u
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Brazil, Guyana)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Xeno-canto - Bird sounds from around the world, LACM Vertebrate Collection, iNaturalist Research-grade Observations, Museu Paraense Emílio Goeldi - Ornithology Collection - Feathers_and_Skin, NMNH Extant Specimen Records (USNM, US), INSDC Sequences, Field Museum of Natural History (Zoology) Bird Collection, Natural History Museum (London) Collection Specimens, LSUMZ Birds Collection)",
 "TaxonKey is Cercomacra carbonaria P.L.Sclater & Salvin, 1873"
 ]
}

 The dataset includes 479 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011269-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-8960
title: Summaries of publications, 1991 May-June

description: Summaries of publications, 1991 May 16 - 1991 June 17. PART OF A SERIES: On April 3, 1991, the Los Angeles Board of Police Commissioners ordered Chief of Police Daryl Gates to take 60 days of paid administrative leave in response to the Rodney King incident. After threatening legal action, Gates was reinstated to his post as Chief by the City Council. However, this incident called into question the balance of power between the Chief of Police and members of the Commission. First Interstate Bancorp was the firm selected to investigate the dynamics between these two administrative bodies, and materials in the series pertain to the firm's work product.
DOI: 10.25549/independent-c69-9192
title: Analysis (2 of 4), 1990 - 1991 June

description: Analysis (2 of 4), 1990 - 1991 June 26. Duplicates (Some may be superceded). PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.
DOI: 10.15468/dl.98j3go
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jubaea chilensis (Molina) Baill.",
 "Country is Chile"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swfpgq
title: Occurrence Download

description: A dataset containing 24072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setophaga chrysoparia (P.L.Sclater & Salvin, 1860)",
 "HasCoordinate is True",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 24072 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000324-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17179/excli2024-7033/supplementary_data
title: Production of microbial transglutaminase by Streptoverticillium cinnamoneum KKP 1658

description: Transglutaminase finds broad applications in the food industry, influencing texture, shelf life and overall food quality. It can be utilized to create products with enhanced sensory and technological properties and serves as a tool to reduce food waste. The aim of this study was to optimize the production of microbial transglutaminase (MTG) by the genetically unmodified strain of Streptoverticillium cinnamoneum KKP 1658. Tryptone soy broth (TSB) was chosen as the optimal inoculation medium due to its high MTG activity in the cultivation substrate. The optimal inoculum incubation time was determined as 24 hours, with a dosage of 10 %. Various nitrogen sources were investigated while maintaining a consistent nitrogen dosage (0.2 %) (including aminobak, corn steep liquor, ammonium nitrate and ammonium sulphate) to achieve the highest microbiological transglutaminase activity. The combination of aminobak with corn steep liquor and a cultivation period of 72 hours (28 °C; pH 6.0-6.5) yielded the highest MTG activity at 6.59 U/mL.
description: EXCLI Journal; 23:Doc655; ISSN 1611-2156
DOI: 10.25549/independent-c69-9074
title: Analyses requested by Skadden, Arps (1 of 2), 1991 May-July

description: Analyses requested by Skadden, Arps, Slate, Meagher & Flom (1 of 2), 1991 May 15 - July 10. PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.
DOI: 10.15468/dl.b9fht3
title: Occurrence Download

description: A dataset containing 30273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus uncinata Ramond ex DC.",
 "Year 1976-2024"
 ]
}

 The dataset includes 30273 records from 189 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001287-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rps3fj
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iodopleura pipra (Lesson, 1831)"
 ]
}

 The dataset includes 210 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-9076
title: Analyses requested by Skadden, Arps (1 of 2), 1991 May-July

description: Analyses requested by Skadden, Arps, Slate, Meagher & Flom (1 of 2), 1991 May 15 - July 10. PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.
DOI: 10.25549/independent-c69-8951
title: Summaries of publications, 1991 May-June

description: Summaries of publications, 1991 May 16 - 1991 June 17. PART OF A SERIES: On April 3, 1991, the Los Angeles Board of Police Commissioners ordered Chief of Police Daryl Gates to take 60 days of paid administrative leave in response to the Rodney King incident. After threatening legal action, Gates was reinstated to his post as Chief by the City Council. However, this incident called into question the balance of power between the Chief of Police and members of the Commission. First Interstate Bancorp was the firm selected to investigate the dynamics between these two administrative bodies, and materials in the series pertain to the firm's work product.
DOI: 10.15468/dl.wcelir
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habromys chinanteco (Robertson & Musser, 1976)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-9180
title: Analysis (1 of 4), 1988-1991 June

description: Analysis (1 of 4), 1988 August - 1991 June 25. Duplicates (Some may be superceded). PART OF A SERIES: To ascertain misconduct on the part of LAPD officers, the Independent Commission set out to probe databases maintained by the LAPD related to four areas: personnel complaints, use of force, officer-involved shootings (OIS), and the use of dogs (K-9). This task was delegated to the firm Freeman & Mills, which was responsible for obtaining these databases from the LAPD, converting pertinent data into useable formats, creating additional databases of additional information, and analyzing its findings. The series contains items related to Freeman & Mills' work product, including numerous analyses of use-of-force, OIS, and K-9 data; weekly complaint summary printouts; graphs, charts, tables, and other visual representations of this data; and computer directory lists that provide the names and locations of files within the LAPD's databases. At the end of the series is a draft copy of the Independent Commission's final report, which incorporates many of the aforementioned data and figures.
DOI: 10.15468/dl.a2za6c
title: Occurrence Download

description: A dataset containing 617778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 "Geometry POLYGON((6.06825 43.11863,6.14055 43.10326,6.31602 43.11561,6.49175 43.14922,6.53627 43.16725,6.55612 43.18794,6.59912 43.18332,6.61984 43.16018,6.62861 43.16787,6.64847 43.1664,6.64087 43.18278,6.65081 43.19357,6.68103 43.19851,6.66174 43.21826,6.66742 43.24563,6.68871 43.25342,6.69594 43.26489,6.68759 43.27623,6.64379 43.27316,6.61568 43.26368,6.58379 43.26449,6.58613 43.27695,6.64237 43.30998,6.66901 43.30998,6.67691 43.34068,6.70143 43.33744,6.71581 43.34961,6.71672 43.37144,6.73687 43.41789,6.75864 43.42164,6.79149 43.41155,6.8562 43.41176,6.913 43.44069,6.95836 43.50043,6.99085 43.60178,6.82581 43.6951,6.72297 43.71997,6.5464 43.59331,6.2574 43.40134,6.06221 43.34281,6.06456 43.17821,6.06825 43.11863))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1980-2024"
 ]
}

 The dataset includes 617778 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002627-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-8967
title: Summaries of publications, 1991 May-June

description: Summaries of publications, 1991 May 16 - 1991 June 17. PART OF A SERIES: On April 3, 1991, the Los Angeles Board of Police Commissioners ordered Chief of Police Daryl Gates to take 60 days of paid administrative leave in response to the Rodney King incident. After threatening legal action, Gates was reinstated to his post as Chief by the City Council. However, this incident called into question the balance of power between the Chief of Police and members of the Commission. First Interstate Bancorp was the firm selected to investigate the dynamics between these two administrative bodies, and materials in the series pertain to the firm's work product.
DOI: 10.15468/dl.bczbqq
title: Occurrence Download

description: A dataset containing 181434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza sativa L."
 ]
}

 The dataset includes 181434 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002387-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6aah7b
title: Occurrence Download

description: A dataset containing 66624 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dodonaea viscosa (L.) Jacq."
 ]
}

 The dataset includes 66624 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007308-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7614684
title: Fine-Grained Font Groups and Transcriptions

description: This dataset, produced whithin the OCR-D project, is composed of transcriptions of early modern prints with multiple fonts. We provide it in two formats: text lines and full pages.

Content

lines.zip

This archive contains the transcribed text lines in the usual combination of pairs of images and text files. The images have been cropped but not otherwise processed (i.e., no binarization, size normalization, or any other modification).

Moreover, for each text line, there is an extra text file with the ".font" extension. It has the same number of characters as the transcription, and encodes the font group of each character ("a" for Antiqua, "b" for Bastarda, ...).

full_pages.zip

This archive contains the full size images used to produce lines.zip, as well as the ground truth produced with FRAT.

md.json

This file contains metadata, such as name of the books, place of production, date of production, ...

public_test_set.zip

This archive contains test text lines, without ground truth. You can evaluate your performance on these text lines with Codalab. We created one competition for methods trained on the provided data only, and another one for which there is no restriction on using extra-data. More information on the competition is available on its website, and in its publication:

van der Loop, Janne, et al. "ICDAR 2024 Competition on Multi Font Group Recognition and OCR." International Conference on Document Analysis and Recognition. Cham: Springer Nature Switzerland, 2024.