cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13806645
title: PATRICIA Task 5.3 MARINE benchmark Dataset.zip

description: This data set archive is related to the study of the MARINE experiment performed in the frame of the Task 5.3 of the PATRICIA project.

The complete study is documented in the corresponding deliverable D5.3 of PATRICIA.

When expanding the archive file, the content is structured as follows:

·        “1 - Neutronics computations”: first level directory containing the input and output data related to the neutronic assessment of the MARINE experiment.

ü  “Input”: second level directory containing specific input data required by the neutronic calculations, namely the definition the neutron spectra in the HFR along the irradiation cycles of the MARINE experiment – information provided by NRG, the operator of the HFR.

ü  “Output”: second level directory containing the output data issued from the neutronic calculations. The data are distributed in two separate sub-directories, respectively related to the output from C4P-TRAIN (radial power profiles) and SERPENT-2 (cross-sections and fission yields).

·        “2 - FPCs computations”: first level directory containing the input and output data related to the simulation of the MARINE experiment with the fuel performance codes.

ü  “Input”: second level directory containing the input data required by the computations with the FPCs. One can find in particular the benchmark specifications, the nuclear data derived from the neutronic calculations and used on input by the FPCs (cross-sections and fission yields), and the adopted definition of the irradiation history. The relative axial heating profile along the fuel stack and the time-evolving radial power profiles in the fuel, issued from the preliminary computation by TRANSURANUS, are also provided.

ü  “Output & Comparisons CC CM”: second level directory containing the output data issued from the computations with the FPCs. A compilation of the PIE results in one EXCEL file is provided. The computation results are put in a dedicated sub-directory: “THERMAL spectrum”, in reference to the single assumption retained for the simulation of MARINE. In this sub-directory are provided the results files from the different codes, and a synthesis file showing the code-to-code and calculation-to-measure comparisons. The synthesis files is named “MARINE.xlsx”.
DOI: 10.5281/zenodo.13806646
title: PATRICIA Task 5.3 MARINE benchmark Dataset.zip

description: This data set archive is related to the study of the MARINE experiment performed in the frame of the Task 5.3 of the PATRICIA project.

The complete study is documented in the corresponding deliverable D5.3 of PATRICIA.

When expanding the archive file, the content is structured as follows:

·        “1 - Neutronics computations”: first level directory containing the input and output data related to the neutronic assessment of the MARINE experiment.

ü  “Input”: second level directory containing specific input data required by the neutronic calculations, namely the definition the neutron spectra in the HFR along the irradiation cycles of the MARINE experiment – information provided by NRG, the operator of the HFR.

ü  “Output”: second level directory containing the output data issued from the neutronic calculations. The data are distributed in two separate sub-directories, respectively related to the output from C4P-TRAIN (radial power profiles) and SERPENT-2 (cross-sections and fission yields).

·        “2 - FPCs computations”: first level directory containing the input and output data related to the simulation of the MARINE experiment with the fuel performance codes.

ü  “Input”: second level directory containing the input data required by the computations with the FPCs. One can find in particular the benchmark specifications, the nuclear data derived from the neutronic calculations and used on input by the FPCs (cross-sections and fission yields), and the adopted definition of the irradiation history. The relative axial heating profile along the fuel stack and the time-evolving radial power profiles in the fuel, issued from the preliminary computation by TRANSURANUS, are also provided.

ü  “Output & Comparisons CC CM”: second level directory containing the output data issued from the computations with the FPCs. A compilation of the PIE results in one EXCEL file is provided. The computation results are put in a dedicated sub-directory: “THERMAL spectrum”, in reference to the single assumption retained for the simulation of MARINE. In this sub-directory are provided the results files from the different codes, and a synthesis file showing the code-to-code and calculation-to-measure comparisons. The synthesis files is named “MARINE.xlsx”.
DOI: 10.6084/m9.figshare.26784883
title: Efficient Multiple Change Point Detection and Localization For High-Dimensional Quantile Regression with Heteroscedasticity

description: Data heterogeneity is a challenging issue for modern statistical data analysis. There are different types of data heterogeneity in practice. In this article, we consider potential structural changes and complicated tail distributions. There are various existing methods proposed to handle either structural changes or heteroscedasticity. However, it is difficult to handle them simultaneously. To overcome this limitation, we consider statistically and computationally efficient change point detection and localization in high-dimensional quantile regression models. Our proposed framework is general and flexible since the change points and the underlying regression coefficients are allowed to vary across different quantile levels. The model parameters, including the data dimension, the number of change points, and the signal jump size, can be scaled with the sample size. Under this framework, we construct a novel two-step estimation of the number and locations of the change points as well as the underlying regression coefficients. Without any moment constraints on the error term, we present theoretical results, including consistency of the change point number, oracle estimation of change point locations, and estimation for the underlying regression coefficients with the optimal convergence rate. Finally, we present simulation results and an application to the S&P 100 dataset to demonstrate the advantage of the proposed method. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.26784883.v2
title: Efficient Multiple Change Point Detection and Localization For High-Dimensional Quantile Regression with Heteroscedasticity

description: Data heterogeneity is a challenging issue for modern statistical data analysis. There are different types of data heterogeneity in practice. In this article, we consider potential structural changes and complicated tail distributions. There are various existing methods proposed to handle either structural changes or heteroscedasticity. However, it is difficult to handle them simultaneously. To overcome this limitation, we consider statistically and computationally efficient change point detection and localization in high-dimensional quantile regression models. Our proposed framework is general and flexible since the change points and the underlying regression coefficients are allowed to vary across different quantile levels. The model parameters, including the data dimension, the number of change points, and the signal jump size, can be scaled with the sample size. Under this framework, we construct a novel two-step estimation of the number and locations of the change points as well as the underlying regression coefficients. Without any moment constraints on the error term, we present theoretical results, including consistency of the change point number, oracle estimation of change point locations, and estimation for the underlying regression coefficients with the optimal convergence rate. Finally, we present simulation results and an application to the S&P 100 dataset to demonstrate the advantage of the proposed method. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.26784883.v1
title: Efficient Multiple Change Point Detection and Localization For High-dimensional Quantile Regression with Heteroscedasticity

description: Data heterogeneity is a challenging issue for modern statistical data analysis. There are different types of data heterogeneity in practice. In this paper, we consider potential structural changes and complicated tail distributions. There are various existing methods proposed to handle either structural changes or heteroscedasticity. However, it is difficult to handle them simultaneously. To overcome this limitation, we consider statistically and computationally efficient change point detection and localization in high-dimensional quantile regression models. Our proposed framework is general and flexible since the change points and the underlying regression coefficients are allowed to vary across different quantile levels. The model parameters, including the data dimension, the number of change points, and the signal jump size, can be scaled with the sample size. Under this framework, we construct a novel two-step estimation of the number and locations of the change points as well as the underlying regression coefficients. Without any moment constraints on the error term, we present theoretical results, including consistency of the change point number, oracle estimation of change point locations, and estimation for the underlying regression coefficients with the optimal convergence rate. Finally, we present simulation results and an application to the S&P 100 dataset to demonstrate the advantage of the proposed method.
DOI: 10.15468/dl.y3f3gc
title: Occurrence Download

description: A dataset containing 21997 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than -180",
 "DecimalLongitude is less than -153.946",
 "DecimalLatitude is greater than 18.268",
 "DecimalLatitude is less than 22.692",
 "Country is United States of America"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 21997 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024489-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntmemy
title: Occurrence Download

description: A dataset containing 2963220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Costa Rica, Mexico, Panama, Guatemala, Nicaragua, Honduras, El Salvador)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trochilidae"
 ]
}

 The dataset includes 2963220 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024481-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005496.v1.0.0
title: Whisker Stim
DOI: 10.15468/dl.48jxbr
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kalidium foliatum (Pall.) Moq."
 ]
}

 The dataset includes 291 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024492-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bfdnp
title: Occurrence Download

description: A dataset containing 30607935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30607935 records from 3067 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024480-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxwb9q
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper mananthum Wright"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189246-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mk98ul
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monsoma MacGillivray, 1908"
 ]
}

 The dataset includes 644 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031957-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3bdjr
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.60786 10.16728,104.43486 7.97298,108.75729 8.29275,109.82687 9.03154,109.72763 10.65245,107.56641 11.6669,104.17022 10.82888,103.60786 10.16728))",
 "OccurrenceStatus is Present",
 "TaxonKey is Orcaella brevirostris (Owen, 1866)"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008300-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9pcz1
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1998"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001485-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccaqug
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.32861 23.95679,113.20752 23.02515,114.15674 22.7439,116.47705 23.35913,117.8877 24.4292,119.13135 25.80249,120.1333 27.2439,120.44971 29.68726,119.46533 32.23608,117.18018 32.85132,115.36963 32.85132,113.96338 32.71069,112.06494 32.11304,111.01025 28.89624,111.23877 26.61108,111.2915 25.64429,112.32861 23.95679))",
 "TaxonKey is Teinopalpus Hope, 1843"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041733-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6qu8t
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleroma foveolatum Triana"
 ]
}

 The dataset includes 362 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189247-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.folzef
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tapirus bairdii (Gill, 1865)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 173 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001485-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzy9bb
title: Occurrence Download

description: A dataset listing the 1589 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "Geometry POLYGON((30.64696 -26.03322,32.04688 -26.03322,32.04688 -22.30802,30.64696 -22.30802,30.64696 -26.03322))",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, July, August, September, October)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2022-2023"
 ]
}

 The dataset's 1589 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051465-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd4vgg
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Semillas de árboles del bosque seco tropical de Colombia"
 ]
}

 The dataset includes 139 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339910-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzztap
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anairetes alpinus (Carriker, 1933)"
 ]
}

 The dataset includes 150 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001485-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98dv5r
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "TaxonKey is Symplocos nokoensis (Hayata) Kaneh."
 ]
}

 The dataset includes 101 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051459-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmxpmk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is New record of the lace bug species Acalypta marginata (Wolff) (Hemiptera: Heteroptera: Tingidae) from Japan"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339897-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r45su7
title: Occurrence Download

description: A dataset containing 6454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calluna vulgaris (L.) Hull",
 "BasisOfRecord is one of (Human Observation)",
 "Country is Norway",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 6454 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049248-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bljhic
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 {
 "or" : [
 "DatasetKey is Actualización y depuración de la base de datos del Herbario del Instituto de Ecología, AC, Centro Regional del Bajío. Fase 2",
 "DatasetKey is Actualización de las bases de datos del Herbario XAL. Fase III",
 "DatasetKey is Catálogo electrónico de especímenes depositados en el Herbario de la Universidad de Texas en Austin, Fase IV (Ejemplaresimagenes)"
 ]
 },
 "TaxonKey is Hypoxidaceae"
 ]
}

 The dataset includes 218 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031961-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkgprz
title: Occurrence Download

description: A dataset containing 2232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinclus leucocephalus Tschudi, 1844"
 ]
}

 The dataset includes 2232 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001486-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq74a9
title: Occurrence Download

description: A dataset containing 1103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.2.1_1, CHN.10_1, CHN.12_1, CHN.25_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Populus nigra L., Acer truncatum Bunge, Ailanthus altissima (Mill.) Swingle, Sophora japonica L., Robinia pseudoacacia L., Salix matsudana Koidz.)"
 ]
}

 The dataset includes 1103 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005638-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvcu03
title: Occurrence Download

description: A dataset containing 591929 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vireo olivaceus (Linnaeus, 1766)"
 ]
}

 The dataset includes 591929 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001486-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2bn4m
title: Occurrence Download

description: A dataset containing 1113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Lopezia miniata DC."
 ]
}

 The dataset includes 1113 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413769-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.