cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/webster-c100-40616
title: Webster scope

description: A report that assesses the 1992 riots using a wide variety of socioeconomic indicators. 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.
DOI: 10.25549/webster-c100-40660
title: Webster scope

description: A report that assesses the 1992 riots using a wide variety of socioeconomic indicators. 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.
DOI: 10.25549/webster-c100-39966
title: Webster scope

description: A report that assesses the 1992 riots using a wide variety of socioeconomic indicators. 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.
DOI: 10.25549/webster-c100-78549
title: After-action reporting for April/May riots, 1992

description: After-action reporting for April/May riots, Operations - Bureau of Special Investigation, 1992. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case.
DOI: 10.25549/webster-c100-44581
title: Manual of the Los Angeles Police Department, 1992

description: The Los Angeles Police Department's departmental manual, 1992. PART OF SERIES: The series includes materials related to the performance of the LAPD prior to and during the 1992 Los Angeles riots. Included are reports and documents pertaining to the department's tactical planning measures for unusual occurrences and emergencies; riot-related statistics and figures; and arrest logs, incident logs, and activities reports maintained during the riots.
DOI: 10.25549/webster-ouc11371337
title: Report of the National Advisory Commission, 1968

description: Report of the National Advisory Commission on civil disorders, excerpts from Kerner Commission, 1968. PART OF SERIES: Included in the series are reports that summarize independent investigations about both the LAPD and other instances of urban violence and civil unrest. The reports were produced by various commissions and advisory bodies on civil disorders.
DOI: 10.25549/webster-c100-5346
title: Office of the Special Advisor Arrests Database Analysis, 1992-04-29/1992-05-04

description: Office of the Special Advisor Arrests Database Analysis, a summary of arrests during the 1992 riots, attorney work product, 1992 April 29 - 1992 May 4. PART OF SERIES: The series is comprised of detailed analyses of incidents that occurred during the 1992 Los Angeles riots. Included are graphs, statistics, figures, and spreadsheets that summarize data involving police deployment, incident calls, structural fires, and arrests. Materials are presented through charts, graphs, tables, and a group of floppy disks.
DOI: 10.25549/webster-c100-78543
title: After-action reporting for April/May riots, 1992

description: After-action reporting for April/May riots, Operations - Bureau of Special Investigation, 1992. PART OF SERIES: Included in the series are internal documents produced by the LAPD, which aided the Webster Commission in its assessment of the Department's operations. Materials include copies of the Watch Commander's Daily Reports between October, 1991 and May, 1992; critiques and after-action reports on the riots issued by each LAPD bureau; and correspondence regarding personnel and budget matters, crime statistics, and several Department-initiated programs. Also included are several documents, including schedules, press releases, and memoranda, that were issued by the office of Los Angeles Mayor Tom Bradley regarding the verdicts in the Rodney King case.
DOI: 10.25549/webster-c100-5405
title: Office of the Special Advisor Arrests Database Analysis, 1992-04-29/1992-05-04

description: Office of the Special Advisor Arrests Database Analysis, a summary of arrests during the 1992 riots, attorney work product, 1992 April 29 - 1992 May 4. PART OF SERIES: The series is comprised of detailed analyses of incidents that occurred during the 1992 Los Angeles riots. Included are graphs, statistics, figures, and spreadsheets that summarize data involving police deployment, incident calls, structural fires, and arrests. Materials are presented through charts, graphs, tables, and a group of floppy disks.
DOI: 10.25549/webster-c100-40344
title: Basis and authority for extraordinary remedies, 1992-07-23

description: A research memorandum that reviews the emergency powers available to California state and local officials and the appropriate use of extraordinary remedies in emergency situations, 1992 July 23. 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: Research memoranda about various topics related to the 1992 Rodney King riots.
DOI: 10.25549/webster-c100-39955
title: Webster scope

description: A report that assesses the 1992 riots using a wide variety of socioeconomic indicators. 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.
DOI: 10.15468/dl.qgbb22
title: Occurrence Download

description: A dataset containing 3504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conyza canadensis (L.) Cronquist"
 ]
}

 The dataset includes 3504 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024070-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/webster-c100-40030
title: Webster scope

description: A report that assesses the 1992 riots using a wide variety of socioeconomic indicators. 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.
DOI: 10.25549/webster-c100-40747
title: Power System Major Emergency Report of Civil Disturbance, 1992-06-24

description: A report issued by the City of Los Angeles Power Operating and Maintenance Division, about major emergencies reported between 1992 April 29 - May 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: Department of Water and Power: Power System Major Emergency Report of Civil Disturbance.
DOI: 10.15468/dl.h5tzdh
title: Occurrence Download

description: A dataset containing 3809381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus Latreille, 1802"
 ]
}

 The dataset includes 3809381 records from 2083 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024058-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkygwy
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Lithobates catesbeianus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 615 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001612-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9pfsv4cv3n
title: Time-scale dependent responses of greenhouse gas emissions to warming from soils of Alpine meadow-datasets

description: This dataset contains raw and processed data used in the manuscript “Time-scale dependent responses of greenhouse gas emissions to warming from soils of Alpine meadow.”
The Excel file includes:
（1）Soil physicochemical properties (TOC, TON, TP, MBC, MBN, DOC, DON, pH, aggregate fractions) measured along the 3200–4000 m elevation gradient.
（2）GHG flux data (CO₂, CH₄, N₂O) from control (CK), open-top chamber (OTC), and short-term (+10 °C) incubation experiments.
All measurements were conducted by the authors at the Haibei Alpine Meadow Ecosystem Research Station and the laboratory of the Institute of Geographic Sciences and Natural Resources Research, CAS.
DOI: 10.17632/9pfsv4cv3n.1
title: Time-scale dependent responses of greenhouse gas emissions to warming from soils of Alpine meadow-datasets

description: This dataset contains raw and processed data used in the manuscript “Time-scale dependent responses of greenhouse gas emissions to warming from soils of Alpine meadow.”
The Excel file includes:
（1）Soil physicochemical properties (TOC, TON, TP, MBC, MBN, DOC, DON, pH, aggregate fractions) measured along the 3200–4000 m elevation gradient.
（2）GHG flux data (CO₂, CH₄, N₂O) from control (CK), open-top chamber (OTC), and short-term (+10 °C) incubation experiments.
All measurements were conducted by the authors at the Haibei Alpine Meadow Ecosystem Research Station and the laboratory of the Institute of Geographic Sciences and Natural Resources Research, CAS.
DOI: 10.6084/m9.figshare.30447062.v1
title: All figure production codes and data for Multi-scale urban simulation

description: All figure production codes and data for Multi-scale urban simulation
DOI: 10.17632/pptbmyvv8h
title: Persistent Policy Uncertainty and Green Energy Valuation: A Long-Run ARDL Analysis of the CELS Index

description: Macroeconomic and Policy Uncertainty Effects on the Clean Edge Green Energy Index. Data Description
This study employs monthly data spanning from January 2008 to June 2025. The dependent variable is the Clean Edge Green Energy Index (CELS) obtained from NASDAQ, which serves as a proxy for U.S. renewable energy stock performance. Explanatory variables include:
• Climate Policy Uncertainty Index (CPU): U.S.-specific climate policy uncertainty index developed by Gavriilidis (source).
• Brent Crude Oil Price (OIL): Extracted from the Federal Reserve Bank of St. Louis (FRED: DCOILBRENTEU).
• BIS Broad Dollar Index (BIS): Monthly trade-weighted U.S. dollar index from the Bank for International Settlements.
• Global Policy Uncertainty Index (GPU): World-level policy uncertainty index constructed by Baker, Bloom, and Davis.
• 10-Year Treasury Yield (YIELD): Monthly U.S. government bond yield from FRED(FRED: DGS10).
• Volatility Index (VIX): Market-wide implied volatility, also from FRED.
To ensure stationarity and consistency with empirical finance literature, all asset price variables, including the NASDAQ Clean Edge Green Energy Index (CELS), Brent crude oil prices, and the BIS Broad Dollar Index, are transformed into returns. These returns are calculated as log differences of monthly closing values. Using returns instead of price levels reduces the risk of spurious regression because financial price series are often integrated of order one (I(1)), while their returns are usually stationary. This method also allows for interpreting results in percentage change terms, which provides a clearer view of market dynamics and relative changes across asset classes. Such a transformation is common in energy and financial econometrics. It ensures comparability and solid inference when examining the relationships among exchange rates, commodity prices, and renewable energy equity performance.
To capture extraordinary events, three dummy variables were introduced. 
• DUM_PARIS (2016M12 onward): Represents the Paris Agreement implementation phase.
• DUM_COVID (2020M03–2020M05): Captures the initial market panic of the COVID-19 pandemic.
• DUM_UKR (2022M02-2022M06): Reflects pulse of geopolitical shocks from the Russia–Ukraine conflict.
These dummies are coded as 1 during the respective periods and 0 at other times. Their inclusion makes sure that results are not influenced by structural changes caused by these extraordinary
DOI: 10.17632/pptbmyvv8h.2
title: Persistent Policy Uncertainty and Green Energy Valuation: A Long-Run ARDL Analysis of the CELS Index

description: Macroeconomic and Policy Uncertainty Effects on the Clean Edge Green Energy Index. Data Description
This study employs monthly data spanning from January 2008 to June 2025. The dependent variable is the Clean Edge Green Energy Index (CELS) obtained from NASDAQ, which serves as a proxy for U.S. renewable energy stock performance. Explanatory variables include:
• Climate Policy Uncertainty Index (CPU): U.S.-specific climate policy uncertainty index developed by Gavriilidis (source).
• Brent Crude Oil Price (OIL): Extracted from the Federal Reserve Bank of St. Louis (FRED: DCOILBRENTEU).
• BIS Broad Dollar Index (BIS): Monthly trade-weighted U.S. dollar index from the Bank for International Settlements.
• Global Policy Uncertainty Index (GPU): World-level policy uncertainty index constructed by Baker, Bloom, and Davis.
• 10-Year Treasury Yield (YIELD): Monthly U.S. government bond yield from FRED(FRED: DGS10).
• Volatility Index (VIX): Market-wide implied volatility, also from FRED.
To ensure stationarity and consistency with empirical finance literature, all asset price variables, including the NASDAQ Clean Edge Green Energy Index (CELS), Brent crude oil prices, and the BIS Broad Dollar Index, are transformed into returns. These returns are calculated as log differences of monthly closing values. Using returns instead of price levels reduces the risk of spurious regression because financial price series are often integrated of order one (I(1)), while their returns are usually stationary. This method also allows for interpreting results in percentage change terms, which provides a clearer view of market dynamics and relative changes across asset classes. Such a transformation is common in energy and financial econometrics. It ensures comparability and solid inference when examining the relationships among exchange rates, commodity prices, and renewable energy equity performance.
To capture extraordinary events, three dummy variables were introduced. 
• DUM_PARIS (2016M12 onward): Represents the Paris Agreement implementation phase.
• DUM_COVID (2020M03–2020M05): Captures the initial market panic of the COVID-19 pandemic.
• DUM_UKR (2022M02-2022M06): Reflects pulse of geopolitical shocks from the Russia–Ukraine conflict.
These dummies are coded as 1 during the respective periods and 0 at other times. Their inclusion makes sure that results are not influenced by structural changes caused by these extraordinary
DOI: 10.17632/cxn44k8xmz
title: UVC light–induced metabolic modifications at the level of the plant cells and tissue determined by FTIR and Raman spectralomics

description: This dataset includes ATR-FTIR, FTIR imaging, and Raman imaging spectroscopic data acquired from Reynoutria japonica (Japanese knotweed) tissues exposed to short-term UVC radiation and corresponding controls. The study investigates biochemical and metabolic alterations in leaves, stems, and roots, focusing on changes in major biomolecular groups such as phenolics, lipids, carbohydrates, and proteins. ATR-FTIR spectra represent bulk tissue composition, while FTIR and Raman hyperspectral images capture spatial distribution of molecular components. Preprocessed spectral datasets, integration reports, and MATLAB analysis files are provided to ensure reproducibility of chemometric analyses and facilitate comparative research on plant abiotic stress responses.
DOI: 10.17632/cxn44k8xmz.1
title: UVC light–induced metabolic modifications at the level of the plant cells and tissue determined by FTIR and Raman spectralomics

description: This dataset includes ATR-FTIR, FTIR imaging, and Raman imaging spectroscopic data acquired from Reynoutria japonica (Japanese knotweed) tissues exposed to short-term UVC radiation and corresponding controls. The study investigates biochemical and metabolic alterations in leaves, stems, and roots, focusing on changes in major biomolecular groups such as phenolics, lipids, carbohydrates, and proteins. ATR-FTIR spectra represent bulk tissue composition, while FTIR and Raman hyperspectral images capture spatial distribution of molecular components. Preprocessed spectral datasets, integration reports, and MATLAB analysis files are provided to ensure reproducibility of chemometric analyses and facilitate comparative research on plant abiotic stress responses.
DOI: 10.17632/f2km74mvpj
title: Running the distance: embodied distance measurement is robust to social interference in fiddler crabs

description: Data and code for "Running the distance: embodied distance measurement is robust to social interference in fiddler crabs" by H. Murakami and T. Tomaru.
DOI: 10.17632/f2km74mvpj.1
title: Running the distance: embodied distance measurement is robust to social interference in fiddler crabs

description: Data and code for "Running the distance: embodied distance measurement is robust to social interference in fiddler crabs" by H. Murakami and T. Tomaru.
DOI: 10.17632/fr5c4mjpv9
title: Effects of copper and cadmium stress on resistance genes in farmland soil

description: Current farmland soils are increasingly affected by contamination from antibiotic resistance genes (ARGs) and heavy metals, with the evolution of microbial antibiotic resistance potentially influenced by metal stress. The distribution effects of antibiotic resistance genes (ARGs) in farmland soils under cadmium (Cd) and copper (Cu) combined pollution remain unclear. 
Results
This study aims to: Results show that Cu and Cd exhibit significant dominant effects on Bacitracin, fosfomycin, sulfonamide, trimethoprim-beta-lactam, polymyxin, tetracycline, trimethoprim, and vancomycin. Interactions between Cd/Cu and fosmidomycin, MLS, multidrug resistance, sulfonamide, and vancomycin abundance are significant. Co-occurrence network analysis identifies Pseudomonadota, Actinobacteria, and Acidobacteria as primary potential host groups for ARGs. Structural equation modeling analysis further demonstrates that Cd exhibits more pronounced effects on ARGs abundance compared to Cu. Contrary to previous studies, this research reveals that bacterial community αdiversity and mobile genetic elements (MGEs) contribute relatively minimally to ARGs abundance, while mobile genetic regions (MRGs) demonstrate a highly significant positive correlation with ARGs.These findings hold substantial implications for assessing potential ecological risks in soil metal pollution and provide new insights into the co-selection mechanisms between Cd and Cu in shaping ARGs dynamics.