cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc7l1b5
title: CCDC 225876: Experimental Crystal Structure Determination

description: Related Article: H.Seino, N.Iwata, N.Kawarai, M.Hidai, Y.Mizobe|2003|Inorg.Chem.|42|7387|doi:10.1021/ic030164r
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7l1c6
title: CCDC 225877: Experimental Crystal Structure Determination

description: Related Article: H.Seino, N.Iwata, N.Kawarai, M.Hidai, Y.Mizobe|2003|Inorg.Chem.|42|7387|doi:10.1021/ic030164r
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.9x8cp7
title: Occurrence Download

description: A dataset containing 12479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation, Material sample, Fossil, Occurrence evidence, Living Specimen, Machine Observation, Observation)",
 "Continent is one of (Africa, Asia, Europe)",
 "Geometry POLYGON((-14.07004 64.43172,-13.52167 30.61522,-23.20964 8.31462,11.33803 -36.83495,51.91782 -39.39405,52.46617 -2.6529,169.27015 -18.00741,144.59329 68.45313,-14.07004 64.43172))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Setaria pumila"
 ]
}

 The dataset includes 12479 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017779-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5sebs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Casuariiformes)",
 "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((-10 -80,0 -80,0 -70,-10 -70,-10 -80))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017778-251009101135966/datasets/export for details.
DOI: 10.15468/dl.nyukdu
title: Occurrence Download

description: A dataset containing 12297505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 12297505 records from 8127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017716-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/iw73uu/veirdd
title: TAS_U_day.csv

description: Uploaded with pyDataverse 2024-04-11 00:15
DOI: 10.22008/fk2/iw73uu/xogpjk
title: TAS_U_hour.csv

description: Uploaded with pyDataverse 2024-04-11 00:16
DOI: 10.22008/fk2/iw73uu/dgqmu0
title: TAS_U_month.csv

description: Uploaded with pyDataverse 2024-04-11 00:16
DOI: 10.22008/fk2/iw73uu/zrxy00
title: TAS_U_hour.nc

description: Uploaded with pyDataverse 2024-04-11 00:16
DOI: 10.22008/fk2/iw73uu/13e7ox
title: TAS_U_day.nc

description: Uploaded with pyDataverse 2024-04-11 00:16
DOI: 10.6084/m9.figshare.30850407
title: Bayesian Nonparametric Quasi Likelihood

description: A recent trend in Bayesian research has been revisiting generalizations of the likelihood that enable Bayesian inference without requiring the specification of a data generating mechanism. This article focuses on a Bayesian nonparametric extension of Wedderburn’s quasi-likelihood, using Bayesian additive regression trees to model the mean function. Here, the analyst posits only a structural relationship between the mean and variance of the outcome. We show that this approach provides a unified, computationally efficient, framework for extending Bayesian decision tree ensembles to many new settings, including simplex-valued and heavily heteroscedastic data. We also introduce Bayesian strategies for inferring the dispersion parameter of the quasi-likelihood, a task which is complicated by the fact that the quasi-likelihood itself does not contain information about this parameter; despite these challenges, we are able to inject updates for the dispersion parameter into a Markov chain Monte Carlo inference scheme in a way that, in the parametric setting, leads to a Bernstein-von Mises result for the stationary distribution of the resulting Markov chain. We illustrate the utility of our approach on a variety of both synthetic and non-synthetic datasets. 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.30850407.v1
title: Bayesian Nonparametric Quasi Likelihood

description: A recent trend in Bayesian research has been revisiting generalizations of the likelihood that enable Bayesian inference without requiring the specification of a data generating mechanism. This article focuses on a Bayesian nonparametric extension of Wedderburn’s quasi-likelihood, using Bayesian additive regression trees to model the mean function. Here, the analyst posits only a structural relationship between the mean and variance of the outcome. We show that this approach provides a unified, computationally efficient, framework for extending Bayesian decision tree ensembles to many new settings, including simplex-valued and heavily heteroscedastic data. We also introduce Bayesian strategies for inferring the dispersion parameter of the quasi-likelihood, a task which is complicated by the fact that the quasi-likelihood itself does not contain information about this parameter; despite these challenges, we are able to inject updates for the dispersion parameter into a Markov chain Monte Carlo inference scheme in a way that, in the parametric setting, leads to a Bernstein-von Mises result for the stationary distribution of the resulting Markov chain. We illustrate the utility of our approach on a variety of both synthetic and non-synthetic datasets. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.22008/fk2/iw73uu/pqrrxe
title: TAS_U_month.nc

description: Uploaded with pyDataverse 2024-04-11 00:16
DOI: 10.22008/fk2/iw73uu/hjxyr6
title: THU_L_day.csv

description: Uploaded with pyDataverse 2024-04-11 00:16
DOI: 10.22008/fk2/iw73uu/usnxfe
title: THU_L_hour.csv

description: Uploaded with pyDataverse 2024-04-11 00:17
DOI: 10.22008/fk2/iw73uu/vv83vp
title: THU_L_month.csv

description: Uploaded with pyDataverse 2024-04-11 00:17
DOI: 10.15468/dl.5wzprr
title: Occurrence Download

description: A dataset containing 769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herpestes smithii"
 ]
}

 The dataset includes 769 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024985-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/iw73uu/b43468
title: THU_L_hour.nc

description: Uploaded with pyDataverse 2024-04-11 00:17
DOI: 10.22008/fk2/iw73uu/7tiwji
title: THU_L_month.nc

description: Uploaded with pyDataverse 2024-04-11 00:17
DOI: 10.22008/fk2/iw73uu/t6u32u
title: THU_L_day.nc

description: Uploaded with pyDataverse 2024-04-11 00:17
DOI: 10.22008/fk2/iw73uu/nzlvjn
title: THU_L2_day.csv

description: Uploaded with pyDataverse 2024-04-11 00:18
DOI: 10.6084/m9.figshare.30850752
title: The Impact of Job Stability on Monetary Poverty in Italy: Causal Small Area Estimation

description: Job stability—encompassing secure contracts, adequate wages, social benefits, and career opportunities—is a critical determinant in reducing monetary poverty, as it provides households with reliable income and enhances economic well-being. This study draws on EU-SILC survey and census data to estimate the causal effect of job stability on monetary poverty across Italian provinces, quantifying its influence, and analyzing regional disparities. We introduce a novel causal small area estimation (CSAE) framework that integrates global and local estimation strategies for heterogeneous treatment effect estimation, effectively addressing data sparsity at the provincial level. Furthermore, we develop a general bootstrap scheme to construct reliable confidence intervals, applicable regardless of the method used for estimating nuisance parameters. Extensive simulation studies demonstrate that our proposed estimators outperform classical causal inference methods in terms of stability while maintaining computational scalability for large datasets. Applying this methodology to real-world data, we uncover significant relationships between job stability and poverty in six Italian regions, offering critical insights into regional disparities and their implications for evidence-based policy design. 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.30850752.v2
title: The Impact of Job Stability on Monetary Poverty in Italy: Causal Small Area Estimation

description: Job stability—encompassing secure contracts, adequate wages, social benefits, and career opportunities—is a critical determinant in reducing monetary poverty, as it provides households with reliable income and enhances economic well-being. This study draws on EU-SILC survey and census data to estimate the causal effect of job stability on monetary poverty across Italian provinces, quantifying its influence, and analyzing regional disparities. We introduce a novel causal small area estimation (CSAE) framework that integrates global and local estimation strategies for heterogeneous treatment effect estimation, effectively addressing data sparsity at the provincial level. Furthermore, we develop a general bootstrap scheme to construct reliable confidence intervals, applicable regardless of the method used for estimating nuisance parameters. Extensive simulation studies demonstrate that our proposed estimators outperform classical causal inference methods in terms of stability while maintaining computational scalability for large datasets. Applying this methodology to real-world data, we uncover significant relationships between job stability and poverty in six Italian regions, offering critical insights into regional disparities and their implications for evidence-based policy design. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.22008/fk2/iw73uu/adh4we
title: THU_L2_hour.csv

description: Uploaded with pyDataverse 2024-04-11 00:18
DOI: 10.6084/m9.figshare.30850752.v1
title: The impact of job stability on monetary poverty in Italy: causal small area estimation

description: Job stability – encompassing secure contracts, adequate wages, social benefits, and career opportunities – is a critical determinant in reducing monetary poverty, as it provides households with reliable income and enhances economic well-being. This study draws on EU-SILC survey and census data to estimate the causal effect of job stability on monetary poverty across Italian provinces, quantifying its influence, and analyzing regional disparities. We introduce a novel causal small area estimation (CSAE) framework that integrates global and local estimation strategies for heterogeneous treatment effect estimation, effectively addressing data sparsity at the provincial level. Furthermore, we develop a general bootstrap scheme to construct reliable confidence intervals, applicable regardless of the method used for estimating nuisance parameters. Extensive simulation studies demonstrate that our proposed estimators outperform classical causal inference methods in terms of stability while maintaining computational scalability for large datasets. Applying this methodology to real-world data, we uncover significant relationships between job stability and poverty in six Italian regions, offering critical insights into regional disparities and their implications for evidence-based policy design.
DOI: 10.22008/fk2/iw73uu/ptyual
title: THU_L2_month.csv

description: Uploaded with pyDataverse 2024-04-11 00:18
DOI: 10.22008/fk2/iw73uu/mltyol
title: THU_L2_hour.nc

description: Uploaded with pyDataverse 2024-04-11 00:18
DOI: 10.22008/fk2/iw73uu/wpq1la
title: THU_L2_day.nc

description: Uploaded with pyDataverse 2024-04-11 00:18
DOI: 10.22008/fk2/iw73uu/j6sh3t
title: THU_L2_month.nc

description: Uploaded with pyDataverse 2024-04-11 00:18
DOI: 10.22008/fk2/iw73uu/blymkg
title: THU_U_day.csv

description: Uploaded with pyDataverse 2024-04-11 00:19
DOI: 10.15468/dl.cwuxze
title: Occurrence Download

description: A dataset containing 25590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanoplus differentialis (Thomas, 1865)"
 ]
}

 The dataset includes 25590 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068495-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52pbd6
title: Occurrence Download

description: A dataset containing 35968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Observation, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Melanerpes formicivorus (Swainson, 1827)",
 "Year 1973-2023"
 ]
}

 The dataset includes 35968 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061822-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m48c3c
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Ecuador, Panama)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Moquilea dodsonii (Prance) Sothers & Prance"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215385-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9tbaw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutellaria petersoniae B.L.Turner & Reveal"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121741-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p3aa4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes d'Aquascop",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215397-230224095556074/datasets/export for details.
DOI: 10.15468/dl.t4fmzj
title: Occurrence Download

description: A dataset containing 33091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Country is Denmark",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Fratercula arctica (Linnaeus, 1758), Alca torda Linnaeus, 1758)",
 "Year 2000-2023"
 ]
}

 The dataset includes 33091 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148534-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z88nnc
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum lilloi Hack."
 ]
}

 The dataset includes 68 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061861-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t94vmq
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterostylis multiflora (D.L.Jones) G.N.Backh."
 ]
}

 The dataset includes 84 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097887-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pubzxh
title: Occurrence Download

description: A dataset containing 3014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Ageratina adenophora (Spreng.) R.M.King & H.Rob."
 ]
}

 The dataset includes 3014 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215376-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bzbwr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heptapleurum rigidum (Blume) Hassk."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148536-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avdhc4
title: Occurrence Download

description: A dataset containing 1803 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum langei (E.Fourn.) Nash"
 ]
}

 The dataset includes 1803 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061834-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvjffu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arthropoda",
 "DatasetKey is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes d'Aquabio",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215398-230224095556074/datasets/export for details.
DOI: 10.15468/dl.a5mnza
title: Occurrence Download

description: A dataset containing 845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Telestes muticellus (Bonaparte, 1837)"
 ]
}

 The dataset includes 845 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097880-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j48std
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum macranthecium Parodi"
 ]
}

 The dataset includes 132 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061886-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9zg6p
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adesmia subterranea Clos"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148541-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quw639
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paspalum malacophyllum Trin."
 ]
}

 The dataset includes 1411 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061900-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdawc8
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Balearica regulorum (E.T.Bennett, 1834)"
 ]
}

 The dataset includes 67 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148537-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96wydg
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterostylis mirabilis (D.L.Jones) R.J.Bates"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097879-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8ryme
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brunellia tomentosa Humb. & Bonpl."
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215387-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.