cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8obvca
title: Occurrence Download

description: A dataset containing 2066 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Monarda fistulosa L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2066 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015192-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h63hxm
title: Occurrence Download

description: A dataset containing 1379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison (Schreber, 1777)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 1379 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115853-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev3iko
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de insectos de importancia médica del Instituto Nacional de Salud - Psychodidae."
 ]
}

 The dataset includes 285 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015192-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvhcn5
title: Occurrence Download

description: A dataset containing 638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hierophis gemonensis (Laurenti, 1768)"
 ]
}

 The dataset includes 638 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035742-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.24525589
title: Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning

description: Evaluating the performance of an ongoing policy plays a vital role in many areas such as medicine and economics, to provide crucial instructions on the early-stop of the online experiment and timely feedback from the environment. Policy evaluation in online learning thus attracts increasing attention by inferring the mean outcome of the optimal policy (i.e., the value) in real-time. Yet, such a problem is particularly challenging due to the dependent data generated in the online environment, the unknown optimal policy, and the complex exploration and exploitation tradeoff in the adaptive experiment. In this article, we aim to overcome these difficulties in policy evaluation for online learning. We explicitly derive the probability of exploration that quantifies the probability of exploring nonoptimal actions under commonly used bandit algorithms. We use this probability to conduct valid inference on the online conditional mean estimator under each action and develop the doubly robust interval estimation (DREAM) method to infer the value under the estimated optimal policy in online learning. The proposed value estimator provides double protection for consistency and is asymptotically normal with a Wald-type confidence interval provided. Extensive simulation studies and real data applications are conducted to demonstrate the empirical validity of the proposed DREAM method. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.24525589.v2
title: Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning

description: Evaluating the performance of an ongoing policy plays a vital role in many areas such as medicine and economics, to provide crucial instructions on the early-stop of the online experiment and timely feedback from the environment. Policy evaluation in online learning thus attracts increasing attention by inferring the mean outcome of the optimal policy (i.e., the value) in real-time. Yet, such a problem is particularly challenging due to the dependent data generated in the online environment, the unknown optimal policy, and the complex exploration and exploitation tradeoff in the adaptive experiment. In this article, we aim to overcome these difficulties in policy evaluation for online learning. We explicitly derive the probability of exploration that quantifies the probability of exploring nonoptimal actions under commonly used bandit algorithms. We use this probability to conduct valid inference on the online conditional mean estimator under each action and develop the doubly robust interval estimation (DREAM) method to infer the value under the estimated optimal policy in online learning. The proposed value estimator provides double protection for consistency and is asymptotically normal with a Wald-type confidence interval provided. Extensive simulation studies and real data applications are conducted to demonstrate the empirical validity of the proposed DREAM method. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.15468/dl.dfuefr
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "TaxonKey is Pomacea canaliculata (Lamarck, 1822)"
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015193-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bopbxo
title: Occurrence Download

description: A dataset containing 5794 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodiaceae"
 ]
}

 The dataset includes 5794 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001911-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjk7ux
title: Occurrence Download

description: A dataset containing 4765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Crotalus viridis Beaman & Hayes, 2008",
 "TaxonKey is Crotalus viridis Rafinesque, 1818"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4765 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015193-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ai73mg
title: Occurrence Download

description: A dataset containing 4707 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrophthalmidae"
 ]
}

 The dataset includes 4707 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015193-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayv3cr
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de insectos de importancia médica del Instituto Nacional de Salud - Psychodidae.",
 "TaxonKey is Lutzomyia longiflocosa Osorno-Mesa, Morales, Osorno & Hoyos, 1970"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015194-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.aud1hnw4
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (32 records)
DOI: 10.6084/m9.figshare.24525589.v1
title: Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning

description: Evaluating the performance of an ongoing policy plays a vital role in many areas such as medicine and economics, to provide crucial instructions on the early-stop of the online experiment and timely feedback from the environment. Policy evaluation in online learning thus attracts increasing attention by inferring the mean outcome of the optimal policy (i.e., the value) in real-time. Yet, such a problem is particularly challenging due to the dependent data generated in the online environment, the unknown optimal policy, and the complex exploration and exploitation trade-off in the adaptive experiment. In this paper, we aim to overcome these difficulties in policy evaluation for online learning. We explicitly derive the probability of exploration that quantifies the probability of exploring non-optimal actions under commonly used bandit algorithms. We use this probability to conduct valid inference on the online conditional mean estimator under each action and develop the doubly robust interval estimation (DREAM) method to infer the value under the estimated optimal policy in online learning. The proposed value estimator provides double protection for consistency and is asymptotically normal with a Wald-type confidence interval provided. Extensive simulation studies and real data applications are conducted to demonstrate the empirical validity of the proposed DREAM method.
DOI: 10.15468/dl.pdyd9n
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxymycterus josei Hoffmann, Lessa & M.F.Smith, 2002"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015195-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgcesh
title: Occurrence Download

description: A dataset containing 322851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonia c-album (Linnaeus, 1758)"
 ]
}

 The dataset includes 322851 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015196-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2dp05
title: Occurrence Download

description: A dataset listing the 3275858 species recorded in GBIF matching the query:
{ }

 The dataset's 3275858 records were derived from 29305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027724-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ojfv9
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notomys mordax Thomas, 1922",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-25642
title: General counsel pleadings, vol. 1 (1 of 6), 1991 Apr. 30 - June 10

description: Transcripts form the court case "The people of the state of California vs. Laurence M Powell, Timother E Wind, Theodore J Briseno and Stacey C Koon - vol 12. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.jcyman
title: Occurrence Download

description: A dataset containing 245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clematis ibarensis Baker"
 ]
}

 The dataset includes 245 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007738-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-3049
title: Gates v. Police Commission [22], 1991

description: Chief Gates v. Police Commission. Preliminary injunction, volumes 3-4, 1991 April 8-25 [folder 2 of 2]. I.e., Daryl F. Gates v. Board of Police Commissioners: Case no. BS006789, Litigation, vol. 3 [folder 2 of 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: 10.15468/dl.lvoopk
title: Occurrence Download

description: A dataset containing 4143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myrmotherula axillaris (Vieillot, 1817)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4143 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-2993
title: Gates v. Police Commission, 8. Respondents' exhibits in support of their memorandum... in support of the legality of the settlement..., 1991-04-08

description: 8: Attorneys for respondents. Superior Court of California, County of Los Angeles. Daryl F. Gates, Chief of Police of the Police Department of the City of Los Angeles, petitioners, v. Board of Police Commissioner, of the City of Los Angeles, a municipal board, and the City of Los Angeles, a municipal corporation, respondents. Case no. BS006789. Respondents' exhibits in support of their memorandum of points and authorities in support of the legality of the settlement before the court, 1991 April 8. Also Declaration of personal service, 1991 April 8.
DOI: 10.15468/dl.d4857b
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arctocetraria andrejevii (Oxner) Kärnefelt & A.Thell",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018125-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i7qpod
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muscari parviflorum Desf."
 ]
}

 The dataset includes 270 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-27869
title: General counsel charter, 1991 Apr. 1-30

description: Press release, 1991 April 1, from Mayor Tom Bradley's office formally announcing the creation of the Christopher Commission; biographies of Commission members (Willie M. Barnes, Richard M. Mosk); and a copy of the restraining order that sealed the personnel files of the four indicted LAPD officers during litigation (Laurence M. Powell, Timothy E. Wind, Theodore J. Briseno, Stacey C. Koon), 1991 April 30. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.zmveeu
title: Occurrence Download

description: A dataset containing 3106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microtus townsendii (Bachman, 1839)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3106 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3588g
title: Occurrence Download

description: A dataset containing 4253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spiraea prunifolia Siebold & Zucc."
 ]
}

 The dataset includes 4253 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005418-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-26110
title: Memo re Inapplicability of Brown Act to Commission, 1991 Apr. 8-9

description: Brian S. Currey (O'Melveny & Myers), 400 South Hope Street, Los Angeles, California, USA, letter, 1991 April 9, to John W. Spiegel (Munger, Tolles & Olson), 355 South Grand Avenue, Los Angeles, California, USA, re Revised memorandum on the inapplicability of the Brown Act to the Independent Commission on the Los Angeles Police Department. ❧ O'Melveny & Myers (Brian Currey and Tom Hungar), memorandum, 1991 April 8, t oWarren Christopher and John Arguelles, re Inapplicability of the Brown Act to the Independent Commission on the Los Angeles Police Department. PART OF A SERIES: The series pertains to the work of Munger, Tolles & Olson, the firm responsible for coordinating the activities and proceedings of the Independent Commission's legal counsel. Included are legal briefs, court transcripts, and memoranda; press releases and article clippings about the Rodney King incident and the subsequent creation of the Independent Commission; summaries of witness interviews; analyses of legislation regarding the role and purview of peace officers; work plans and outlines developed by Commission staff; draft copies developed for all sections of the Commission report; supplemental materials for the report, including a copy of the Rodney King arrest log, law enforcement literature, and public opinion surveys; materials distributed and reviewed during Commission meetings; letters of interest submitted to Chairman Christopher from prospective Commission members and organizations; and lists of bills and Commission expenditures.
DOI: 10.15468/dl.wksxw6
title: Occurrence Download

description: A dataset containing 5755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alternanthera pungens Kunth"
 ]
}

 The dataset includes 5755 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000894-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3rt4g
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum pulchellum (Willd.) J.Gay",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 106 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.