cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14611117
title: Data for "Anti-aligned spin of GW191109: Glitch mitigation and its implications"

description: The Anti-Aligned Spin off GW191109: Glitch Mitigation and its Implications

This is the data release corresponding to the publication "The anti-aligned spin of GW191109: glitch mitigation and its implications" as release on ArXiV as arXiv:2409.03912 and in Physical Review D as [Phys. Rev. D 111, 024046](https://journals.aps.org/prd/abstract/10.1103/PhysRevD.111.024046).

Data Release Structure

This data release is split into three overarching directories.`CommonData` includes data objects used in making the figures, or used by many analyses, including witness data, power spectral densities, and the CBC priors used by all `bilby` analyses.`GW191109` contains configuration and result files for all analyses performed on GW191109 itself.This has three sub-directories, corresponding to the three analysis codes used: `Bilby`, `Bayeswave`, and `TimeDomainInference`.The `Bilby` directory is further separated into `NonMarginalizing` and `GlitchMarginalizing` directories, corresponding to the use of standard `bilby` and the `bilby_glitch` extension accordingly.

The Summary Table

To assist in navigating this release, we provide a summary file `SummaryTable.hdf5`.This corresponds roughly to Table 1 in the publication, with the addition of configuration paths and result file paths. 

Using This Release

The easiest to way to navigate the analyses in this release is to load the summary table using astropy:

import astropy.table as table

summary_table = table.Table.read("/path/to/data/release/SummaryTable.hdf5", path="summary_table")



Miscellaneous other information is also included which is not represented in this table, for lack of direct correspondence to Table 1 in the publication.

Hoft Data

Strain data was obtained from LVK public releases.In particular, "Original" data was obtained from the gwosc portal for this event, while "Subtracted" data was obtained from the zenodo release of glitch subtracted strain data.Simulated data was generated using the bilby `generation-seed` argument, with an initial seed of 1234.

Miscellaneous Notes

- For runs 1, 8, and 9 bilby was run with the `coherence-test` argument, which automatically generates single detector results. Accordingly, they all share a configuration file.- Injection.json gives the injected parameters of the 100 simulations, in order.- cached_data.json gives the Bayeswave data settings for Run20 and Run21

Contacting the Authors

The authors are happy to accommodate reasonable requests for clarifications or further release of data products assciated with this publication.Such requests should be directed to rhiannon.udall@ligo.org.
DOI: 10.5281/zenodo.14827288
title: Data for "Anti-aligned spin of GW191109: Glitch mitigation and its implications"

description: The Anti-Aligned Spin off GW191109: Glitch Mitigation and its Implications

This is the data release corresponding to the publication "The anti-aligned spin of GW191109: glitch mitigation and its implications" as release on ArXiV as arXiv:2409.03912 and in Physical Review D as [Phys. Rev. D 111, 024046](https://journals.aps.org/prd/abstract/10.1103/PhysRevD.111.024046).

Data Release Structure

This data release is split into three overarching directories.`CommonData` includes data objects used in making the figures, or used by many analyses, including witness data, power spectral densities, and the CBC priors used by all `bilby` analyses.`GW191109` contains configuration and result files for all analyses performed on GW191109 itself.This has three sub-directories, corresponding to the three analysis codes used: `Bilby`, `Bayeswave`, and `TimeDomainInference`.The `Bilby` directory is further separated into `NonMarginalizing` and `GlitchMarginalizing` directories, corresponding to the use of standard `bilby` and the `bilby_glitch` extension accordingly.

The Summary Table

To assist in navigating this release, we provide a summary file `SummaryTable.hdf5`.This corresponds roughly to Table 1 in the publication, with the addition of configuration paths and result file paths. 

Using This Release

The easiest to way to navigate the analyses in this release is to load the summary table using astropy:

import astropy.table as table

summary_table = table.Table.read("/path/to/data/release/SummaryTable.hdf5", path="summary_table")



Miscellaneous other information is also included which is not represented in this table, for lack of direct correspondence to Table 1 in the publication.

Hoft Data

Strain data was obtained from LVK public releases.In particular, "Original" data was obtained from the gwosc portal for this event, while "Subtracted" data was obtained from the zenodo release of glitch subtracted strain data.Simulated data was generated using the bilby `generation-seed` argument, with an initial seed of 1234.

Miscellaneous Notes

- For runs 1, 8, and 9 bilby was run with the `coherence-test` argument, which automatically generates single detector results. Accordingly, they all share a configuration file.- Injection.json gives the injected parameters of the 100 simulations, in order.- cached_data.json gives the Bayeswave data settings for Run20 and Run21

Contacting the Authors

The authors are happy to accommodate reasonable requests for clarifications or further release of data products assciated with this publication.Such requests should be directed to rhiannon.udall@ligo.org.
DOI: 10.15468/dl.v7jzm9
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversidad de macroinvertebrados bénticos de la región marina Tijuana-Ensenada Baja California, México",
 "Geometry POLYGON((-117.08107 32.36185,-117.07097 32.36185,-117.07097 32.36889,-117.08107 32.36889,-117.08107 32.36185))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018515-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn21966449.1
title: My Family
DOI: 10.7303/syn21963204.1
title: HealthKit.StepCount
DOI: 10.15468/dl.fnua72
title: Occurrence Download

description: A dataset containing 11454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Asperula cynanchica L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 11454 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018514-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn21963196.1
title: HealthKit.HeartRate
DOI: 10.7303/syn21963203.1
title: HealthKit.Height
DOI: 10.7303/syn21963195.1
title: HealthKit.FlightsClimbed
DOI: 10.7303/syn21962791.1
title: HealthKit.DistanceWalkingRunning
DOI: 10.7303/syn21962784.1
title: HealthKit.BodyMass
DOI: 10.7303/syn21962781.1
title: HealthKit.ActiveEnergyBurned
DOI: 10.7303/syn21962783.1
title: HealthKit.BasalEnergyBurned
DOI: 10.7303/syn21962782.1
title: HealthKit.AppleExerciseTime
DOI: 10.7303/syn22050488.1
title: All_Diag_Results_Cor.txt
DOI: 10.7303/syn22106025.1
title: ADMC Lipidomics Meikle Lab Baseline Data Matrix Methods (PDF)
DOI: 10.7303/syn22106053.1
title: ADMC Lipidomics Meikle Lab Baseline Data Matrix
DOI: 10.7303/syn22106060.1
title: ADMC Lipidomics Meikle Lab Baseline Data Matrix Dictionary
DOI: 10.7303/syn21577462.1
title: All_Diag_Results_Cor.txt
DOI: 10.7303/syn22076063.1
title: SMR Values
DOI: 10.7303/syn21529460.1
title: SMR Values
DOI: 10.7303/syn22141750.1
title: JCP_Kunkle.txt
DOI: 10.7303/syn22050897.1
title: Total_JCP_Results.txt
DOI: 10.7303/syn16984815.1
title: Cortical eQTL Meta-analysis
DOI: 10.5281/zenodo.13348234
title: Replication Package tied with the paper "Stochastic Conformance Checking based on Variable-length Markov Chains"

description: This is the replication package tied with paper "Stochastic Conformance Checking based on Variable-length Markov Chains".

ContentsThe package contains a single zip file (VLMCConf.zip) with all the material used for conducting the paper experimentsation. Refer to the README.md contained in the zip file for a detailed description of its content.
DOI: 10.5281/zenodo.13348235
title: Replication Package tied with the paper "Stochastic Conformance Checking based on Variable-length Markov Chains"

description: This is the replication package tied with paper "Stochastic Conformance Checking based on Variable-length Markov Chains".

ContentsThe package contains a single zip file (VLMCConf.zip) with all the material used for conducting the paper experimentsation. Refer to the README.md contained in the zip file for a detailed description of its content.
DOI: 10.5281/zenodo.14827377
title: Replication Package tied with the paper "Stochastic Conformance Checking based on Variable-length Markov Chains"

description: This is the replication package tied with paper "Stochastic Conformance Checking based on Variable-length Markov Chains".

ContentsThe package contains a single zip file (VLMCConf.zip) with all the material used for conducting the paper experimentsation. Refer to the README.md contained in the zip file for a detailed description of its content.
DOI: 10.5281/zenodo.11478552
title: InRePlast: Dataset for micro- and macroplastic found in the urban drainage system

description: In the BMBF funded project ‘Environmental political instruments to reduce the plastic pollution of inland waters via drainage systems - InRePlast' plastics and plastic compounds were collected and analysed in wastewater treatment plants (wwtp) and in road drains. The project focussed primarily on the size range of macroplastics with a particle size of 5 mm and above. Furthermore, the so-called large microplastics in the size range between 1 mm and 5 mm were included in the analyses. Inbetween the years 2019 and 2021 four wwtp and roads in the associated municipalities (Aachen, Stolberg, Simmerath and Roetgen (Germany)) were investigated for one year each. The data contains information on all 13,211 particles found in wwtp and all 35,253 particles from road drains.

The final report on the Sub-project C can be found at https://doi.org/10.2314/KXP:1858873908 (in German language).
DOI: 10.5281/zenodo.11478553
title: InRePlast: Dataset for micro- and macroplastic found in the urban drainage system

description: In the BMBF funded project ‘Environmental political instruments to reduce the plastic pollution of inland waters via drainage systems - InRePlast' plastics and plastic compounds were collected and analysed in wastewater treatment plants (wwtp) and in road drains. The project focussed primarily on the size range of macroplastics with a particle size of 5 mm and above. Furthermore, the so-called large microplastics in the size range between 1 mm and 5 mm were included in the analyses. Inbetween the years 2019 and 2021 four wwtp and roads in the associated municipalities (Aachen, Stolberg, Simmerath and Roetgen (Germany)) were investigated for one year each. The data contains information on all 13,211 particles found in wwtp and all 35,253 particles from road drains.

The final report on the Sub-project C can be found at https://doi.org/10.2314/KXP:1858873908 (in German language).
DOI: 10.5281/zenodo.14643539
title: InRePlast: Dataset for micro- and macroplastic found in the urban drainage system

description: In the BMBF funded project ‘Environmental political instruments to reduce the plastic pollution of inland waters via drainage systems - InRePlast' plastics and plastic compounds were collected and analysed in wastewater treatment plants (wwtp) and in road drains. The project focussed primarily on the size range of macroplastics with a particle size of 5 mm and above. Furthermore, the so-called large microplastics in the size range between 1 mm and 5 mm were included in the analyses. Inbetween the years 2019 and 2021 four wwtp and roads in the associated municipalities (Aachen, Stolberg, Simmerath and Roetgen (Germany)) were investigated for one year each. The data contains information on all 13,211 particles found in wwtp and all 35,253 particles from road drains.

The final report on the Sub-project C can be found at https://doi.org/10.2314/KXP:1858873908 (in German language).
DOI: 10.5281/zenodo.14827407
title: InRePlast: Dataset for micro- and macroplastic found in the urban drainage system

description: In the BMBF funded project ‘Environmental political instruments to reduce the plastic pollution of inland waters via drainage systems - InRePlast' plastics and plastic compounds were collected and analysed in wastewater treatment plants (wwtp) and in road drains. The project focussed primarily on the size range of macroplastics with a particle size of 5 mm and above. Furthermore, the so-called large microplastics in the size range between 1 mm and 5 mm were included in the analyses. Inbetween the years 2019 and 2021 four wwtp and roads in the associated municipalities (Aachen, Stolberg, Simmerath and Roetgen (Germany)) were investigated for one year each. The data contains information on all 13,211 particles found in wwtp and all 35,253 particles from road drains.

The final report on the Sub-project C can be found at https://doi.org/10.2314/KXP:1858873908 (in German language).
DOI: 10.15468/dl.b4jd7v
title: Occurrence Download

description: A dataset containing 98323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Avenella flexuosa (L.) Drejer",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 98323 records from 318 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018516-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14827410
title: SNP variant calls from USDA ARS cultivars of Humulus lupulus L.

description: This VCF contains variant calls from across USDA ARS cultivars of Humulus lupulus L. (hop), utilized in the study of McElwee Adame et al., 2025.
DOI: 10.5281/zenodo.14827411
title: SNP variant calls from USDA ARS cultivars of Humulus lupulus L.

description: This VCF contains variant calls from across USDA ARS cultivars of Humulus lupulus L. (hop), utilized in the study of McElwee Adame et al., 2025.
DOI: 10.15468/dl.4344kd
title: Occurrence Download

description: A dataset containing 190102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Valle del Cauca, Valle Del Cauca Department, Valle del Cauca Departamento, Valle del cauca, Valle del Cauca Dept., Valle del Cauca dept)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 190102 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018505-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv997w
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Axyris amaranthoides L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 161 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018517-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn23446681.1
title: Figure S10C
DOI: 10.15468/dl.k9mcbz
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is one of (Cyclopes didactylus (Linnaeus, 1758), Cyclopes didactylus codajazensis Lönnberg, 1942, Cyclopes didactylus didactylus, Cyclopes didactylus mexicanus Hollister, 1914, Cyclopes didactylus dorsalis (Gray, 1865), Cyclopes didactylus catellus Thomas, 1928, Cyclopes didactylus melini Lönnberg, 1928, Cyclopes didactylus ida Thomas, 1900, Cyclopes didactylus eva Thomas, 1902)"
 ]
}

 The dataset includes 107 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018518-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7303/syn23446691.1
title: Figure S10D
DOI: 10.7303/syn23448904.1
title: Figure S11 D-F
DOI: 10.7303/syn23446257.3
title: Figure S12A Data
DOI: 10.7303/syn23446326.2
title: Figure S12B Data
DOI: 10.7303/syn23446331.1
title: Figure S12C Data
DOI: 10.7303/syn23446332.1
title: Figure S12D Data
DOI: 10.5517/ccdc.csd.cc2l4ls4
title: CCDC 2387706: Experimental Crystal Structure Determination

description: Related Article: Gustavo Ríos-Moreno, José G. Alvarado-Rodríguez, Sara A. Cortes-Llamas, Valentín Miranda-Soto, Gerardo Aguirre-Hernández, Sara Muro-Herrera, Guillermo Quiñones-Reyes, Ma.Guadalupe Félix-Flores, Leticia Lozada-Rodríguez|2025|Inorg.Chim.Acta|578|122539|doi:10.1016/j.ica.2025.122539
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: 10.7303/syn23450641.1
title: Figure S13B Data
DOI: 10.5517/ccdc.csd.cc2l7h3g
title: CCDC 2390475: Experimental Crystal Structure Determination

description: Related Article: Doriano Lamba, Nicola Demitri, Francesca Leonelli|2024|CSD Communication|||
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/ccdc.csd.cc2l910z
title: CCDC 2391960: Experimental Crystal Structure Determination

description: Related Article: Jeanette A. Krause, Allison M. Muldoon, William B. Connick|2024|CSD Communication|||
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/ccdc.csd.cc2l9301
title: CCDC 2392022: Experimental Crystal Structure Determination

description: Related Article: WENYAN ZHOU|2024|CSD Communication|||
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/ccdc.csd.cc2l94tw
title: CCDC 2392078: Experimental Crystal Structure Determination

description: Related Article: Alexandra M. Dillon|2024|CSD Communication|||
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/ccdc.csd.cc2l94vx
title: CCDC 2392079: Experimental Crystal Structure Determination

description: Related Article: Alexandra M. Dillon|2024|CSD Communication|||
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: 10.7303/syn23452920.1
title: Figure S13E Data
DOI: 10.5517/ccdc.csd.cc2l94wy
title: CCDC 2392080: Experimental Crystal Structure Determination

description: Related Article: Alexandra M. Dillon|2024|CSD Communication|||
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/ccdc.csd.cc2l94xz
title: CCDC 2392081: Experimental Crystal Structure Determination

description: Related Article: Alexandra M. Dillon|2024|CSD Communication|||
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: 10.7303/syn23468302.1
title: Figure S14B Data
DOI: 10.5517/ccdc.csd.cc2l94y0
title: CCDC 2392082: Experimental Crystal Structure Determination

description: Related Article: Alexandra M. Dillon|2024|CSD Communication|||
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.