cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30920116
title: Plain language summary of a pain medication (liposomal bupivacaine) for pain relief after knee replacement surgery

description: <b>What is this summary about?</b> This is a summary of a <b>phase 3 clinical trial</b> that compared 2 different numbing medications (called local anesthetics) with each other:
Shorter-acting bupivacaineA longer-lasting, gradual-release version of bupivacaine (called liposomal bupivacaine) Shorter-acting bupivacaine A longer-lasting, gradual-release version of bupivacaine (called liposomal bupivacaine) In both cases, the purpose of the numbing medication was to help patients not feel their knee pain after a total knee replacement operation. <b>How was the study in this summary conducted?</b> In this study, adult patients received either liposomal bupivacaine mixed with bupivacaine (liposomal bupivacaine group) or bupivacaine alone (bupivacaine group) injected using a method called an adductor canal block, which involves injecting medication into the middle of a person’s inner thigh, to relieve pain after total knee replacement. There were 85 patients in the liposomal bupivacaine group and 81 patients in the bupivacaine group who were included in the study. Pain scores, use of opioid medicines (strong medications for pain relief that have effects on the whole body and may be addictive) for pain relief, and side effects of the medications were measured after the surgery. <b>What were the results of the study?</b> Throughout the first 4 days after surgery, patients in the liposomal bupivacaine group experienced lower total pain and used less opioids (e.g., Vicodin, OxyContin, and Percocet) to manage their pain than patients in the bupivacaine group. Additionally, patients in the liposomal bupivacaine group went for a longer time before needing opioids for pain relief than patients in the bupivacaine group. The most common side effects in both groups were nausea and constipation. <b>What do the results of the study mean?</b> In this study, patients in the liposomal bupivacaine group took less opioids to manage their pain than patients in the BUPI group and still experienced less total pain. The longer-lasting liposomal bupivacaine medication appears to be a better treatment for pain control than the shorter-acting bupivacaine medication after a total knee replacement. <b>Clinical trial number</b>: NCT05139030
DOI: 10.6084/m9.figshare.30920116.v2
title: Plain language summary of a pain medication (liposomal bupivacaine) for pain relief after knee replacement surgery

description: <b>What is this summary about?</b> This is a summary of a <b>phase 3 clinical trial</b> that compared 2 different numbing medications (called local anesthetics) with each other:
Shorter-acting bupivacaineA longer-lasting, gradual-release version of bupivacaine (called liposomal bupivacaine) Shorter-acting bupivacaine A longer-lasting, gradual-release version of bupivacaine (called liposomal bupivacaine) In both cases, the purpose of the numbing medication was to help patients not feel their knee pain after a total knee replacement operation. <b>How was the study in this summary conducted?</b> In this study, adult patients received either liposomal bupivacaine mixed with bupivacaine (liposomal bupivacaine group) or bupivacaine alone (bupivacaine group) injected using a method called an adductor canal block, which involves injecting medication into the middle of a person’s inner thigh, to relieve pain after total knee replacement. There were 85 patients in the liposomal bupivacaine group and 81 patients in the bupivacaine group who were included in the study. Pain scores, use of opioid medicines (strong medications for pain relief that have effects on the whole body and may be addictive) for pain relief, and side effects of the medications were measured after the surgery. <b>What were the results of the study?</b> Throughout the first 4 days after surgery, patients in the liposomal bupivacaine group experienced lower total pain and used less opioids (e.g., Vicodin, OxyContin, and Percocet) to manage their pain than patients in the bupivacaine group. Additionally, patients in the liposomal bupivacaine group went for a longer time before needing opioids for pain relief than patients in the bupivacaine group. The most common side effects in both groups were nausea and constipation. <b>What do the results of the study mean?</b> In this study, patients in the liposomal bupivacaine group took less opioids to manage their pain than patients in the BUPI group and still experienced less total pain. The longer-lasting liposomal bupivacaine medication appears to be a better treatment for pain control than the shorter-acting bupivacaine medication after a total knee replacement. <b>Clinical trial number</b>: NCT05139030
DOI: 10.6084/m9.figshare.28741054
title: Bivariate unit inverse Weibull distribution with applications to multicomponent reliability

description: This paper is studied in two folds. Initially, we introduce a bivariate unit inverse Weibull distribution and discuss some of its probabilistic and structural properties. In sequel, reliability characteristics of this model are studied in a multicomponent stress-strength (MSS) model. An MSS system comprises k statistically independent and identically distributed strength components. We further assume that components are constructed using a pair of statistically dependent elements which follow bivariate unit inverse Weibull distributions. Also, each component undergoes a common stress following a unit inverse Weibull distribution. Reliability estimation of such systems is highly useful in safety management and in preventing catastrophic disasters. Accordingly, we obtain estimates of MSS reliability using both classical and Bayesian approaches. As the corresponding posterior distribution does not appear in known form, and so we employ Lindley’s approximation and Markov Chain Monte Carlo methods to approximate it. The performance of studied estimators are assessed through simulation studies and conclusions are drawn. We analyse a numerical example to illustrate application viewpoints. Finally, we present concluding remarks to summarize our findings.
DOI: 10.6084/m9.figshare.28741054.v1
title: Bivariate unit inverse Weibull distribution with applications to multicomponent reliability

description: This paper is studied in two folds. Initially, we introduce a bivariate unit inverse Weibull distribution and discuss some of its probabilistic and structural properties. In sequel, reliability characteristics of this model are studied in a multicomponent stress-strength (MSS) model. An MSS system comprises k statistically independent and identically distributed strength components. We further assume that components are constructed using a pair of statistically dependent elements which follow bivariate unit inverse Weibull distributions. Also, each component undergoes a common stress following a unit inverse Weibull distribution. Reliability estimation of such systems is highly useful in safety management and in preventing catastrophic disasters. Accordingly, we obtain estimates of MSS reliability using both classical and Bayesian approaches. As the corresponding posterior distribution does not appear in known form, and so we employ Lindley’s approximation and Markov Chain Monte Carlo methods to approximate it. The performance of studied estimators are assessed through simulation studies and conclusions are drawn. We analyse a numerical example to illustrate application viewpoints. Finally, we present concluding remarks to summarize our findings.
DOI: 10.6084/m9.figshare.29513554
title: Redundancy optimization and reliability evaluation of (<i>k</i><sub>1</sub>, <i>k</i><sub>2</sub>)-out-of-<i>n</i>: G retrial system with redundant dependency and working vacation

description: Complex systems usually consist of multiple types of components. During system operation, the dependencies between components and the working mechanism of maintenance devices significantly impact system reliability. In this paper, we develop a reliability model of (k<sub>1</sub>,k<sub>2</sub>)-out-of-n: G mixed standby retrial system with redundant dependency and working vacation. Two different types of components are present in the system with redundant dependencies between them. The repairman do not cease repairing failed components entirely during their vacation but rather repair failed components at a lower rate. Using Markov process theory, the transition rate matrix and steady-state equations of the system state are given, and the steady-state availability of the system is obtained. The reliability function and mean time to first failure (MTTFF) of the system are derived, and the Runge-Kutta algorithm for calculating the reliability function of the system is given. A system cost optimization model under the availability constraint is constructed using the number of standby components as the decision variable. Based on the Particle Swarm Optimization (PSO) algorithm, an optimization algorithm is designed to solve the optimal standby scheme. Through numerical experiments, the influence of system parameters on the reliability indexes and the optimal standby scheme of the system is analyzed.
DOI: 10.6084/m9.figshare.29513554.v1
title: Redundancy optimization and reliability evaluation of (<i>k</i><sub>1</sub>, <i>k</i><sub>2</sub>)-out-of-<i>n</i>: G retrial system with redundant dependency and working vacation

description: Complex systems usually consist of multiple types of components. During system operation, the dependencies between components and the working mechanism of maintenance devices significantly impact system reliability. In this paper, we develop a reliability model of (k<sub>1</sub>,k<sub>2</sub>)-out-of-n: G mixed standby retrial system with redundant dependency and working vacation. Two different types of components are present in the system with redundant dependencies between them. The repairman do not cease repairing failed components entirely during their vacation but rather repair failed components at a lower rate. Using Markov process theory, the transition rate matrix and steady-state equations of the system state are given, and the steady-state availability of the system is obtained. The reliability function and mean time to first failure (MTTFF) of the system are derived, and the Runge-Kutta algorithm for calculating the reliability function of the system is given. A system cost optimization model under the availability constraint is constructed using the number of standby components as the decision variable. Based on the Particle Swarm Optimization (PSO) algorithm, an optimization algorithm is designed to solve the optimal standby scheme. Through numerical experiments, the influence of system parameters on the reliability indexes and the optimal standby scheme of the system is analyzed.
DOI: 10.15468/dl.wyuzz4
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dimocarpus longan",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 568 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006498-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18453285
title: dataset for "Climate-driven warming-herbicide synergies drive cryptic functional degradation of coastal oceans"

description: This repository contains reproducible R code and processed datasets accompanying manuscripts "Climate-driven warming-herbicide synergies drive cryptic functional degradation of coastal oceans" investigating climate-driven changes in coastal herbicide discharge and their cascading impacts on marine phytoplankton communities through warming-herbicide interactions.

Repository contentsAnalysis Scripts1. herbicide_erosivity_model.R: XGBoost machine learning model projecting coastal herbicide discharge under RCP4.5 climate change scenarios2. herbicide_sst_phytoplankton_gam.R: Generalized Additive Models quantifying herbicide-SST interaction effects on nine phytoplankton functional groups3. phytoplankton_herbicide_meta_analysis.R: Meta-analysis of experimental phytoplankton herbicide sensitivity at environmentally relevant concentrations

Processed datasets1. 50 km buffer spatially aggregated dataset for XGBoost analysis combining herbicide discharge, rainfall erosivity (ERA5-Land), application rates, and runoff coefficients

herbicide_erosivity_50km_for_xgboost.csvherbicide_erosivity_50km_for_xgboost.rds2. 50 km buffer spatially aggregated dataset combining satellite-derived chlorophyll-a, chlorophyll-a related to phytoplankton functional types, herbicide discharge, sea surface temperature and nutrients for GAM analysis.

herbicide_phyto_SST_integrated_50km_for_gam.csv herbicide_phyto_SST_integrated_50km_for_gam.rds

Usage instructions# Load processed dataxgb_data <- readRDS("herbicide_erosivity_50km_for_xgboost.rds")# ORxgb_data <- read.csv("herbicide_erosivity_50km_for_xgboost.csv")

# Run XGBoost analysissource("herbicide_erosivity_model.R")

# Load GAM datagam_data <- readRDS("herbicide_phyto_SST_integrated_50km_for_gam.rds")

# Run GAM analysissource("herbicide_sst_phytoplankton_gam.R")

# Run meta-analysis (requires experimental data - included in supplementary files of the manuscript)source("phytoplankton_herbicide_meta_analysis.R")
DOI: 10.5281/zenodo.18454632
title: dataset for "Climate-driven warming-herbicide synergies drive cryptic functional degradation of coastal oceans"

description: This repository contains reproducible R code and processed datasets accompanying manuscripts "Climate-driven warming-herbicide synergies drive cryptic functional degradation of coastal oceans" investigating climate-driven changes in coastal herbicide discharge and their cascading impacts on marine phytoplankton communities through warming-herbicide interactions.

Repository contentsAnalysis Scripts1. herbicide_erosivity_model.R: XGBoost machine learning model projecting coastal herbicide discharge under RCP4.5 climate change scenarios2. herbicide_sst_phytoplankton_gam.R: Generalized Additive Models quantifying herbicide-SST interaction effects on nine phytoplankton functional groups3. phytoplankton_herbicide_meta_analysis.R: Meta-analysis of experimental phytoplankton herbicide sensitivity at environmentally relevant concentrations

Processed datasets1. 50 km buffer spatially aggregated dataset for XGBoost analysis combining herbicide discharge, rainfall erosivity (ERA5-Land), application rates, and runoff coefficients

herbicide_erosivity_50km_for_xgboost.csvherbicide_erosivity_50km_for_xgboost.rds2. 50 km buffer spatially aggregated dataset combining satellite-derived chlorophyll-a, chlorophyll-a related to phytoplankton functional types, herbicide discharge, sea surface temperature and nutrients for GAM analysis.

herbicide_phyto_SST_integrated_50km_for_gam.csv herbicide_phyto_SST_integrated_50km_for_gam.rds

Usage instructions# Load processed dataxgb_data <- readRDS("herbicide_erosivity_50km_for_xgboost.rds")# ORxgb_data <- read.csv("herbicide_erosivity_50km_for_xgboost.csv")

# Run XGBoost analysissource("herbicide_erosivity_model.R")

# Load GAM datagam_data <- readRDS("herbicide_phyto_SST_integrated_50km_for_gam.rds")

# Run GAM analysissource("herbicide_sst_phytoplankton_gam.R")

# Run meta-analysis (requires experimental data - included in supplementary files of the manuscript)source("phytoplankton_herbicide_meta_analysis.R")
DOI: 10.15468/dl.dxjjke
title: Occurrence Download

description: A dataset containing 23901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Physalis angulata"
 ]
}

 The dataset includes 23901 records from 693 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006499-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzweuf
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diploglottis campbelli",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 100 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006500-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mvxbs
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplopeltis huegelii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 385 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006501-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rxgzd
title: Occurrence Download

description: A dataset containing 2594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Alternanthera philoxeroides, , , , , , , , , , , Lispe setuligera, , , , , , Mogiphanes philoxeroides, , Terniopsis yongtaiensis, , Alternanthera ebracteolata, , Phenrica littoralis, Hydrophylita neusae, , , Altica gravida, Bucholzia philoxeroides, Celosia amphibia, , , , , Achyranthes philoxeroides, Mogiphanes philorexoides, , Brandesia martiana, , , , , , , , , , , Alternanthera aphylla, , Alternanthera philoxerina, , , , , , Brandesia martiana, , , , , , , , Achyranthes paludosa, , , , , , , , , , , Achyranthes aphylla, , , , , , Celosia amphibia, , , , , , , , , , , Telanthera philoxeroides, , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((73.4 3.86,135.05 3.86,135.05 53.55,73.4 53.55,73.4 3.86))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2594 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006502-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjj8jm
title: Occurrence Download

description: A dataset containing 6389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Physalis philadelphica"
 ]
}

 The dataset includes 6389 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006503-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2g46u
title: Occurrence Download

description: A dataset containing 2189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Alternanthera philoxeroides, , , , , , , , , , , Lispe setuligera, , , , , , Mogiphanes philoxeroides, , Terniopsis yongtaiensis, , Alternanthera ebracteolata, , Phenrica littoralis, Hydrophylita neusae, , , Altica gravida, Bucholzia philoxeroides, Celosia amphibia, , , , , Achyranthes philoxeroides, Mogiphanes philorexoides, , Brandesia martiana, , , , , , , , , , , Alternanthera aphylla, , Alternanthera philoxerina, , , , , , Brandesia martiana, , , , , , , , Achyranthes paludosa, , , , , , , , , , , Achyranthes aphylla, , , , , , Celosia amphibia, , , , , , , , , , , Telanthera philoxeroides, , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2189 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006504-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk2b6f
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipteronia sinensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 392 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006505-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/cmbspf
title: Replication Data for: "Redistribution with Performance Pay"

description: This is the replication package for "Redistribution with Performance Pay," accepted in 2022 by the Journal of Political Economy Macroeconomics.
DOI: 10.7910/dvn/cyb7qz
title: Replication data for: Bread and butter à la française: forecasts of the French legislative vote from regional economic conditions

description: It is well known that citizens tend to blame the government for economic hardship, and that they see legislative elections as an opportunity "to throw the rascals out". However, while this mechanism has been thoroughly explored as a basis for election forecasting in the US and many Western European countries, research carried out on the semi-presidential case of France has only developed more recently. We employ a constrained model predicting votes for principal party groupings, rather than relying upon simple incumbent / opposition vote prediction. Building upon work by Auberger and Jérôme and Jérôme-Speziari, we adopt a time-series approach on data from 1981 forwards to look for evidence of variation at departmental level in support for incumbent parties and economic indicators such as unemployment and inflation. We then assess the model’s efficacy in retrodicting first-round legislative election results in France.
DOI: 10.7910/dvn/ravhxs
title: Restricted Access WFHS Leef Baseline Employee Workplace CAPI Survey Data

description: Release 1 of the restricted-access data for the Work, Family & Health Study, featuring the CAPI survey data on individual employees, collected at the Leef (long-term care) industry workplaces. This data release includes documentation: codebooks, CAPI questionnaires and data.
DOI: 10.7910/dvn/virpis
title: Data on Land Use Regulations for the Houston-Galveston Area in Texas

description: This data file contains imputated data and indexes of land use regulatory environments for the Houston-Galveston Areas in Texas
DOI: 10.7910/dvn/cxxstk
title: Appendix for Reid B.C. Pauly, "Would U.S. Leaders Push the Button? Wargames and the Sources of Nuclear Restraint," International Security, Vol. 43, No. 2 (Fall 2018), pp. 151–192, doi:10.1162/ISEC_a_00333.

description: Appendix for Reid B.C. Pauly, "Would U.S. Leaders Push the Button? Wargames and the Sources of Nuclear Restraint," International Security, Vol. 43, No. 2 (Fall 2018), pp. 151–192, doi:10.1162/ISEC_a_00333. This appendix contains: a document describing the wargame records, their sources, and potential biases; an Excel file with coded sentences pulled from wargame records; and wargame records (additional records to be added as approved by various archives).
DOI: 10.7910/dvn/fdruxh
title: Transfer to AQoL-6D From Measures Collected In Primary Youth Mental Health Services

description: This is a work in progress dataset to support the implementation and reporting of a study to map measures collected in Australian primary youth mental health services to AQoL-6D health utility.