cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/webster-c100-73332
title: LAPD station defense plans

description: Los Angeles Police Department station defense plans. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures.
DOI: 10.25549/webster-c100-30337
title: Newport News operating budget, 1993

description: City of Newport News, 1993 operating budget, 1993. PART OF SERIES: During its investigation, the Webster Commission evaluated the policies and procedures of other cities' police departments to better assess the LAPD's performance during the 1992 riots. These evaluations were conducted primarily through the distribution of questionnaires, which addressed each department's structure and internal operations. The series consists of questionnaires that were completed by the police departments of 72 major cities and returned to the Webster Commission for review. Items are arranged in alphabetical order according to city name.
DOI: 10.25549/webster-c100-26133
title: Public housing sites, Los Angeles county, 1992-07-16

description: A series of revised letters pertaining to the funding of research for the events leading up to the 1992 riots, 1992 July 16. PART OF SERIES: Materials in the series assess a number of policies, plans, and procedures in place prior to the 1992 Los Angeles riots, many of which arguably contributed to the social upheaval. Included are several reports produced by the International Association of Chiefs of Police about model law enforcement policy; reports that address deficiencies in police-community relations in Los Angeles; emergency operations and recovery plans developed by the City of Los Angeles; demographic analyses of the city's public housing developments; and a Los Angeles Times publication assessing the riots' root causes. Also included are statistics released by the Los Angeles Department of Building and Safety about structural damage incurred as a result of the violence and looting.A revised draft of a recovery and reconstruction plan for Los Angeles after a major earthquake or disaster, 1992 May.
DOI: 10.25549/webster-c100-26683
title: Summary statistics for buildings damaged by the 1992 civil disorder, pages 1-30, 1992-07-07

description: Los Angeles Department of Building and Safety survey about structural damage incurred as a result of the 1992 riots, 1992 July 7. PART OF SERIES: Materials in the series assess a number of policies, plans, and procedures in place prior to the 1992 Los Angeles riots, many of which arguably contributed to the social upheaval. Included are several reports produced by the International Association of Chiefs of Police about model law enforcement policy; reports that address deficiencies in police-community relations in Los Angeles; emergency operations and recovery plans developed by the City of Los Angeles; demographic analyses of the city's public housing developments; and a Los Angeles Times publication assessing the riots' root causes. Also included are statistics released by the Los Angeles Department of Building and Safety about structural damage incurred as a result of the violence and looting.A revised draft of a recovery and reconstruction plan for Los Angeles after a major earthquake or disaster, 1992 May.
DOI: 10.5281/zenodo.14205092
title: Optimal IoT Sensor Deployment in the WUI: A Comparative Analysis of Strategies

description: Included here are individual burn maps used for evaluating algorithm results in the paper: Optimal IoT Sensor Deployment in the WUI: A Comparative Analysis of Strategies. This paper was accepted for presentation at IEEE HONET 2024, the 21st IEEE International Conference on Smart Communities. (For financial/travel reasons the paper has since been withdrawn)

Also included are maps of fuel load and elevation (geotifs) and the daily weather (in .csv format) for the region of interest used in the burn probability simulator Burn-P3+ to generate the individual burn maps.

This paper investigates optimized IoT sensor deployment strategies within the Wildland-Urban Interface (WUI), a key component of smart communities. It presents a comparative analysis of a novel dynamic grid approach against traditional random and greedy algorithms. By employing the Burn-P3+ simulator, detailed burn probability maps are generated for two Canadian geographically distinct areas: the Halifax Regional Municipality and Kelowna. Our analysis reveals that the dynamic grid method significantly enhances fire detection capabilities by strategically distributing IoT sensors in alignment with calculated burn probability. This approach shows a marked improvement of as much as 35% in burn detection over traditional deployment methods. The paper highlights the advantages of structured IoT sensor placement in supporting smart communities, offering more efficient and effective wildfire management strategies in the WUI through real-time data available to both fire mitigation teams and AI.

Partial code for the sensor deployment algorithms discussed in the above mentioned paper is available on GitHub.
DOI: 10.5281/zenodo.14205091
title: Optimal IoT Sensor Deployment in the WUI: A Comparative Analysis of Strategies

description: Included here are individual burn maps used for evaluating algorithm results in the paper: Optimal IoT Sensor Deployment in the WUI: A Comparative Analysis of Strategies. This paper was accepted for presentation at IEEE HONET 2024, the 21st IEEE International Conference on Smart Communities. (For financial/travel reasons the paper has since been withdrawn)

Also included are maps of fuel load and elevation (geotifs) and the daily weather (in .csv format) for the region of interest used in the burn probability simulator Burn-P3+ to generate the individual burn maps.

This paper investigates optimized IoT sensor deployment strategies within the Wildland-Urban Interface (WUI), a key component of smart communities. It presents a comparative analysis of a novel dynamic grid approach against traditional random and greedy algorithms. By employing the Burn-P3+ simulator, detailed burn probability maps are generated for two Canadian geographically distinct areas: the Halifax Regional Municipality and Kelowna. Our analysis reveals that the dynamic grid method significantly enhances fire detection capabilities by strategically distributing IoT sensors in alignment with calculated burn probability. This approach shows a marked improvement of as much as 35% in burn detection over traditional deployment methods. The paper highlights the advantages of structured IoT sensor placement in supporting smart communities, offering more efficient and effective wildfire management strategies in the WUI through real-time data available to both fire mitigation teams and AI.

Partial code for the sensor deployment algorithms discussed in the above mentioned paper is available on GitHub.
DOI: 10.25549/webster-c100-71537
title: LAPD detective headquarters, division plans and rosters, 1992 April 29 - May 8

description: Los Angeles Police Department detective headquarters mobilization rosters and standing plans, including plans for station defense, floor evactuation, mobilization, earthquakes, 1992 April 29 - May 8. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures.
DOI: 10.25549/webster-c100-71628
title: LAPD detective support, 1992-04-19

description: Los Angeles Police Department, detective support division mobilization rosters and standing plans, 1992 April 19. PART OF SERIES: This series consists of materials related to the LAPD's emergency and disaster planning measures. Included are standing plans, mobilization records, and rally points from several of the LAPD's geographic divisions, as well as manuals, lesson plans, and curricula developed by the LAPD for emergency procedures.
DOI: 10.25549/webster-c100-30472
title: Newport News operating budget, 1993

description: City of Newport News, 1993 operating budget, 1993. PART OF SERIES: During its investigation, the Webster Commission evaluated the policies and procedures of other cities' police departments to better assess the LAPD's performance during the 1992 riots. These evaluations were conducted primarily through the distribution of questionnaires, which addressed each department's structure and internal operations. The series consists of questionnaires that were completed by the police departments of 72 major cities and returned to the Webster Commission for review. Items are arranged in alphabetical order according to city name.
DOI: 10.25549/webster-c100-29145
title: Los Angeles Webster Commission records, 1931-1992
DOI: 10.25549/webster-c100-36014
title: Comparisons Study Group, 1992-06-16

description: Comparisons Study Group: Exhibit Volume to Table of Real and Potential Civil Disturbances: New York City (2 copies), 1992 June 16. Copies of newspaper stories which highlight highly publicized, racially motivated crimes and civil disturbances in New York City. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Materials related to the Webster Commission's Comparison Study Group, which aimed to compare the emergency planning measures of the LAPD with those of other major cities around the nation. Included are comparative statistics and data, a copy of the final report, and its appendices.
DOI: 10.25549/webster-c100-36590
title: Comparisons Study Group, 1992-06-16

description: Comparisons Study Group: Exhibit Volume to Statistics of New York City, statistical data pertaining to the housing and population characteristics of New York City, and also to law enforcement and crime characteristics of major cities throughout the nation, 1992 September 16. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Materials related to the Webster Commission's Comparison Study Group, which aimed to compare the emergency planning measures of the LAPD with those of other major cities around the nation. Included are comparative statistics and data, a copy of the final report, and its appendices.
DOI: 10.25549/webster-c100-35907
title: Comparisons Study Group, 1992-06-16

description: Comparisons Study Group: Exhibit Volume to Table of Real and Potential Civil Disturbances: New York City (2 copies), 1992 June 16. Copies of newspaper stories which highlight highly publicized, racially motivated crimes and civil disturbances in New York City. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Materials related to the Webster Commission's Comparison Study Group, which aimed to compare the emergency planning measures of the LAPD with those of other major cities around the nation. Included are comparative statistics and data, a copy of the final report, and its appendices.
DOI: 10.25549/webster-c100-36662
title: LAPD Team Final Report volume 2, 1992-09-02

description: LAPD Team Final Report volume 2: Summary of the Division (Area) Reports of a report evaluating the preparedness of the LAPD to handle a major civil disturbance, and assessing the LAPD's performance in responding to the 1992 riots. In this volume, these issues are addressed in the context of nine geographic areas within the LAPD: Southeast, Hollywood, Pacific, Central, Rampart, Newton, Wilshire, West Los Angeles, and Foothill, 1992 September 2. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: The final copy of a report produced by the Webster Commission's LAPD Team, which assesses the Department's preparedness to handle a major civil disturbance and the adequacy of its response to the 1992 riots.
DOI: 10.25549/webster-c100-36290
title: Comparison team study report

description: Report produced by the Webster Commission's Comparative Team about the planning, training, and communications strategies adopted by other major United States cities with regard to emergencies and unusual occurrences. Also included is a floppy disk. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Materials related to the Webster Commission's Comparison Study Group, which aimed to compare the emergency planning measures of the LAPD with those of other major cities around the nation. Included are comparative statistics and data, a copy of the final report, and its appendices.
DOI: 10.25549/webster-c100-35656
title: Special Advisor's Study Report, 1992-09-14

description: Special Advisor's Study Report: Information Obtained From Public Officials and the Community, No. 3 of 8, a report issued by the Public Officials and Community team of the Special Advisor's study. The report summarizes interview data about planning measures undertaken by the LAPD prior to the Rodney King verdict; the adequacy of the LAPD's response to the riots; the oversight of the LAPD by the City's civilian authorities; and the structure, management, and general "political climate" of the LAPD at the time of the riots, 1992 September 14. PART OF SERIES: In addition to analyzing the 1992 riots as a whole, the Webster Commission also divided into several smaller task forces and study groups, each of which addressed one specific aspect of the civil disturbance. The series consists of reports and appendices produced by five of these groups: the Chronology Team, the Public Officials and Community Team, the LAPD Team, the Comparisons Study Group, and the Inter-Agency Team. Also included are two copies of Webster Scope, a report that interprets the riots and their cumulative effects primarily through graphs, charts, statistics, and figures, and several research memoranda that discuss the legality of several riot-response tactics. PART OF SUBSERIES: Special Advisor's Study Report
DOI: 10.15468/dl.tekwdm
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "TaxonKey is one of (Polygala mandrarensis Phillipson & G.E.Schatz, Peponium hirtellum Keraudren)"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010516-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wnszz
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ethiopia",
 "OccurrenceStatus is Present",
 "TaxonKey is Hagenia abyssinica (Bruce) J.F.Gmel."
 ]
}

 The dataset includes 197 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010517-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp54z4
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliconia L."
 ]
}

 The dataset includes 235 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010519-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8595mm
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ceratozamia decumbens Vovides, Avendaño, Pérez-Farr. & Gonz.-Astorga"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010518-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbbr84
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microplax albofasciata (Costa, 1847)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010521-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fahs3h
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.20222 14.82246,-91.69808 14.82246,-91.69808 24.2293,-106.20222 24.2293,-106.20222 14.82246))",
 "TaxonKey is Prosthechea vitellina (Lindl.) W.E.Higgins"
 ]
}

 The dataset includes 295 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010522-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e223065
title: FMCS General Documents in Spanish

description: These documents provide a general overview of the function of the Federal Mediation and Conciliation Service, in Spanish.
DOI: 10.3886/e223065v1
title: FMCS General Documents in Spanish

description: These documents provide a general overview of the function of the Federal Mediation and Conciliation Service, in Spanish.
DOI: 10.15468/dl.pxteyn
title: Occurrence Download

description: A dataset containing 4544586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "Year 2000-2022"
 ]
}

 The dataset includes 4544586 records from 2938 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010514-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygqteq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Psittaciformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -60,0 -60,0 -30,-30 -30,-30 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059494-250920141307145/datasets/export for details.