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

description: A dataset containing 2275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is one of (Mexico, Guatemala)",
 "TaxonKey is Pinus teocote Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 2275 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006161-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9pmnf
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona vinacea (Kuhl, 1820)"
 ]
}

 The dataset includes 741 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002274-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-3683
title: Report of the Governor's Panel to Review Police Training Programs, 1989-05

description: Reports - Report of the Governor's Panel to Review Police Training Programs, 1989 May. Also John M. Callahan (Growhoski, Callahan, MIles & Kundl), 60 State Street, Northampton, Massachusetts, letter, 1991 April 10, to Warren Christopher (O'Melveny & Myers), 400 South Hope Street, Los Angeles, California. 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: 10.25549/independent-c69-3696
title: Report of the Governor's Panel to Review Police Training Programs, 1989-05

description: Reports - Report of the Governor's Panel to Review Police Training Programs, 1989 May. Also John M. Callahan (Growhoski, Callahan, MIles & Kundl), 60 State Street, Northampton, Massachusetts, letter, 1991 April 10, to Warren Christopher (O'Melveny & Myers), 400 South Hope Street, Los Angeles, California. 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.buyt79
title: Occurrence Download

description: A dataset containing 1045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Miconia crenata (Vahl) Michelang.",
 "Year 1826-1982"
 ]
}

 The dataset includes 1045 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008286-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjzbdp
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies pindrow (Royle ex D.Don) Royle",
 "Year 2000-2015"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-36732
title: Claims (GX 15136 - GX 15571), 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.n3pnt3
title: Occurrence Download

description: A dataset containing 1304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysopa pallens (Rambur, 1838)"
 ]
}

 The dataset includes 1304 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005632-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-36830
title: Claims (GX 15136 - GX 15571), 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.mc6qex
title: Occurrence Download

description: A dataset containing 5938 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cayaponia Silva Manso"
 ]
}

 The dataset includes 5938 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-36922
title: Claims (GX 15136 - GX 15571), 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.abne7t
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odocoileus virginianus borealis Miller, 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 481 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-36957
title: Claims (GX 15136 - GX 15571), 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.syb58x
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Palicourea lasiorrhachis Oerst."
 ]
}

 The dataset includes 783 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003899-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-36816
title: Claims (GX 15136 - GX 15571), 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: 10.25549/independent-c69-36852
title: Claims (GX 15136 - GX 15571), 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: 10.25549/independent-c69-36939
title: Claims (GX 15136 - GX 15571), 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: 10.25549/independent-c69-36900
title: Claims (GX 15136 - GX 15571), 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: 10.25549/independent-c69-36927
title: Claims (GX 15136 - GX 15571), 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: 10.6084/m9.figshare.25764975.v1
title: Untitled ItemMaximizing functional evenness on multiple trait dimensions promotes the long-term recovery of species richness

description: Discovering the rules that determine how communities assembled over time are crucially needed to guide management effort aiming at restoring biodiversity in degraded ecosystems. Investigating the temporal variability of trait distributions may provide significant advances on the search for assembly rules and improve our ability to anticipate biodiversity changes. Here, we used a 17-years experiment to evaluate the effect of contrasting land-use treatments on trait and species diversity in grasslands. We found that maximizing the evenness across multiple trait dimensions simultaneously was needed to promote a high species richness, highlighting a fundamental linkage between species traits and the niche. Changes in multidimensional trait evenness preceded changes in species richness indicating that restoring assembly rules was a prerequisite to promote the long-term recovery of grassland biodiversity. The maximization of trait evenness can be used as a functional baseline to design and diagnose the effectiveness of restoration strategies on biodiversity.
DOI: 10.25549/independent-c69-36882
title: Claims (GX 15136 - GX 15571), 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: 10.25549/independent-c69-3732
title: Violence in the city: An end or a beginning? 1965-12-02

description: Reports - Violence in the city: An end or a beginning? by the Governor's Commission on the Los Angeles Riots, 1965 December 2. 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: 10.5281/zenodo.10848837
title: Wald5Dplus

description: Wald5Dplus

The "Wald5Dplus" project, funded by the space management of the German Aerospace Center e.V. with funds from the Federal Ministry for Economic Affairs and Energy, creates a syntactic training data set from multitemporal Sentinel-1 and Sentinel-2 satellite images and assigns the individual elements semantic labels that derived from flights. The satellite missions Sentinel-1 (C-Band Synthetic Aperture Radar) and Sentinel-2 (Multispectral Imager) are part of the Copernicus program of the European Commission and the European Space Agency. They provide weekly recordings in a 10 m grid of the whole of Europe (unfortunately depending on the weather in the case of Sentinel-2), which are freely available to every potential user. In a year, around sixty images are collected per satellite. As part of this project, the grid values are calculated for three selected forest areas in the north-south direction (first dimension), in the east-west direction (second dimension), polarimetrically by Sentinel-1 (third dimension), spectrally by Sentinel-2 (fourth dimension ) over time (fifth dimension) in an Analysis Ready Data Cube and provided with semantic labels (“plus”). The labels come from flights of the test areas with aircraft or UAV-borne laser scanners and multispectral cameras and therefore have a very high spatial resolution. They are intended to provide information about certain forest parameters such as tree species, number of trees, crown area, crown height and initial crown height. The point clouds are evaluated using specially developed, patented algorithms and result in the required semantic labels, which are then aggregated onto the spatial grid of the satellite data.

Using the data cube, machine learning methods are pre-trained in order to be used in other projects. The entire package will be made available to all interested scientists worldwide free of charge as a benchmark data set via the ML4Earth platform.
DOI: 10.5281/zenodo.10848838
title: Wald5Dplus

description: Wald5Dplus

The "Wald5Dplus" project, funded by the space management of the German Aerospace Center e.V. with funds from the Federal Ministry for Economic Affairs and Energy, creates a syntactic training data set from multitemporal Sentinel-1 and Sentinel-2 satellite images and assigns the individual elements semantic labels that derived from flights. The satellite missions Sentinel-1 (C-Band Synthetic Aperture Radar) and Sentinel-2 (Multispectral Imager) are part of the Copernicus program of the European Commission and the European Space Agency. They provide weekly recordings in a 10 m grid of the whole of Europe (unfortunately depending on the weather in the case of Sentinel-2), which are freely available to every potential user. In a year, around sixty images are collected per satellite. As part of this project, the grid values are calculated for three selected forest areas in the north-south direction (first dimension), in the east-west direction (second dimension), polarimetrically by Sentinel-1 (third dimension), spectrally by Sentinel-2 (fourth dimension ) over time (fifth dimension) in an Analysis Ready Data Cube and provided with semantic labels (“plus”). The labels come from flights of the test areas with aircraft or UAV-borne laser scanners and multispectral cameras and therefore have a very high spatial resolution. They are intended to provide information about certain forest parameters such as tree species, number of trees, crown area, crown height and initial crown height. The point clouds are evaluated using specially developed, patented algorithms and result in the required semantic labels, which are then aggregated onto the spatial grid of the satellite data.

Using the data cube, machine learning methods are pre-trained in order to be used in other projects. The entire package will be made available to all interested scientists worldwide free of charge as a benchmark data set via the ML4Earth platform.
DOI: 10.25549/independent-c69-3770
title: Violence in the city: An end or a beginning? 1965-12-02

description: Reports - Violence in the city: An end or a beginning? by the Governor's Commission on the Los Angeles Riots, 1965 December 2. 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.