cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.92073.v2/t163
title: "Table 163" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 105a. The full covariance matrices for the all-particle $log_{10}(\rho^2)$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 0, in data. The distributions are normalized to the integrated cross section, $\sigma$(resum), measured in the resummation region, $-3.7 &lt; log_{10}(\rho^2) &lt; -1.7$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t162
title: "Table 162" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 104c. The full covariance matrices for the all-particle $R_g$ distribution for anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 2, in data. The distributions are normalized to the integrated cross section, $\sigma$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t164
title: "Table 164" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 106a. The full covariance matrices for the charged-particle $log_{10}(\rho^2)$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 0, in data. The distributions are normalized to the integrated cross section, $\sigma$(resum), measured in the resummation region, $-3.7 &lt; log_{10}(\rho^2) &lt; -1.7$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t165
title: "Table 165" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 105b. The full covariance matrices for the all-particle $log_{10}(\rho^2)$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 1, in data. The distributions are normalized to the integrated cross section, $\sigma$(resum), measured in the resummation region, $-3.7 &lt; log_{10}(\rho^2) &lt; -1.7$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t166
title: "Table 166" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 106b. The full covariance matrices for the charged-particle $log_{10}(\rho^2)$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 1, in data. The distributions are normalized to the integrated cross section, $\sigma$(resum), measured in the resummation region, $-3.7 &lt; log_{10}(\rho^2) &lt; -1.7$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t167
title: "Table 167" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 105c. The full covariance matrices for the $log_{10}(\rho^2)$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 2, in data. The distributions are normalized to the integrated cross section, $\sigma$(resum), measured in the resummation region, $-3.7 &lt; log_{10}(\rho^2) &lt; -1.7$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t168
title: "Table 168" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 106c. The full covariance matrices for the charged-particle $log_{10}(\rho^2)$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 2, in data. The distributions are normalized to the integrated cross section, $\sigma$(resum), measured in the resummation region, $-3.7 &lt; log_{10}(\rho^2) &lt; -1.7$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t169
title: "Table 169" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 107a. The full covariance matrices for the all-particle $z_g$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 0, in data. The distributions are normalized to the integrated cross section, $\sigma$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t171
title: "Table 171" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 107b. The full covariance matrices for the all-particle $z_g$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 1, in data. The distributions are normalized to the integrated cross section, $\sigma$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t170
title: "Table 170" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 108a. The full covariance matrices for the all-particle $z_g$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 0, in data. The distributions are normalized to the integrated cross section, $\sigma$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t172
title: "Table 172" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 108b. The full covariance matrices for the all-particle $z_g$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 1, in data. The distributions are normalized to the integrated cross section, $\sigma$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.17182/hepdata.92073.v2/t173
title: "Table 173" of "A measurement of soft-drop jet observables in $pp$ collisions with the ATLAS detector at $\sqrt{s} = 13$ TeV"

description: Data from FigAux 107c. The full covariance matrices for the all-particle $z_g$ distribution for the more central of the two anti-kt R=0.8 jets with $p_T$ &gt; 300 GeV, after the soft drop algorithm is applied for $\beta$ = 2, in data. The distributions are normalized to the integrated cross section, $\sigma$.
description: Unfolded soft drop jet mass distributions for dijet events.
DOI: 10.5281/zenodo.10582880
title: Linked collectors and determiners for: Redescription of Tetramorium forte Forel, 1904 (Insecta: Hymenoptera: Formicidae), a western Mediterranean ant species..

description: Natural history specimen data linked to collectors and determiners held within, "Redescription of Tetramorium forte Forel, 1904 (Insecta: Hymenoptera: Formicidae), a western Mediterranean ant species.". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/11453b53-fa36-4ae7-9384-f2383a39af32 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/11453b53-fa36-4ae7-9384-f2383a39af32. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686593
title: Linked collectors and determiners for: Redescription of Tetramorium forte Forel, 1904 (Insecta: Hymenoptera: Formicidae), a western Mediterranean ant species..

description: Natural history specimen data linked to collectors and determiners held within, "Redescription of Tetramorium forte Forel, 1904 (Insecta: Hymenoptera: Formicidae), a western Mediterranean ant species.". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/11453b53-fa36-4ae7-9384-f2383a39af32 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/11453b53-fa36-4ae7-9384-f2383a39af32. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686594
title: Linked collectors and determiners for: A new species of iguanid lizard, genus Stenocercus (Squamata, Iguania), from the Central Andes in Peru.

description: Natural history specimen data linked to collectors and determiners held within, "A new species of iguanid lizard, genus Stenocercus (Squamata, Iguania), from the Central Andes in Peru". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/11c5b7d5-9e78-4fca-a5a5-c3f733f35e07 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/11c5b7d5-9e78-4fca-a5a5-c3f733f35e07. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10582888
title: Linked collectors and determiners for: A new species of iguanid lizard, genus Stenocercus (Squamata, Iguania), from the Central Andes in Peru.

description: Natural history specimen data linked to collectors and determiners held within, "A new species of iguanid lizard, genus Stenocercus (Squamata, Iguania), from the Central Andes in Peru". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/11c5b7d5-9e78-4fca-a5a5-c3f733f35e07 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/11c5b7d5-9e78-4fca-a5a5-c3f733f35e07. Formatted as a Frictionless Data package.
DOI: 10.6084/m9.figshare.31366456
title: Spatially Explicit Sassafras Ramet Density: Size A

description: Density for size class A ramets used in spatial and persistence stats.
DOI: 10.6084/m9.figshare.31366456.v1
title: Spatially Explicit Sassafras Ramet Density: Size A

description: Density for size class A ramets used in spatial and persistence stats.
DOI: 10.5281/zenodo.10582894
title: Linked collectors and determiners for: FLOR - Herbário do Departamento de Botânica da Universidade Federal de Santa Catarina.

description: Natural history specimen data linked to collectors and determiners held within, "FLOR - Herbário do Departamento de Botânica da Universidade Federal de Santa Catarina". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/121275a3-dcce-44f4-9868-37326e9f64ef using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/121275a3-dcce-44f4-9868-37326e9f64ef. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686595
title: Linked collectors and determiners for: FLOR - Herbário do Departamento de Botânica da Universidade Federal de Santa Catarina.

description: Natural history specimen data linked to collectors and determiners held within, "FLOR - Herbário do Departamento de Botânica da Universidade Federal de Santa Catarina". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/121275a3-dcce-44f4-9868-37326e9f64ef using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/121275a3-dcce-44f4-9868-37326e9f64ef. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10582896
title: Linked collectors and determiners for: UWIZM Arachnids.

description: Natural history specimen data linked to collectors and determiners held within, "UWIZM Arachnids". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1228306b-f4c8-45ec-83cf-c006b8236021 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1228306b-f4c8-45ec-83cf-c006b8236021. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686596
title: Linked collectors and determiners for: UWIZM Arachnids.

description: Natural history specimen data linked to collectors and determiners held within, "UWIZM Arachnids". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1228306b-f4c8-45ec-83cf-c006b8236021 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1228306b-f4c8-45ec-83cf-c006b8236021. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10582898
title: Linked collectors and determiners for: Collection of Heteroptera.

description: Natural history specimen data linked to collectors and determiners held within, "Collection of Heteroptera". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/128548c0-9169-11db-9f6c-b8a03c50a862 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/128548c0-9169-11db-9f6c-b8a03c50a862. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686597
title: Linked collectors and determiners for: Collection of Heteroptera.

description: Natural history specimen data linked to collectors and determiners held within, "Collection of Heteroptera". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/128548c0-9169-11db-9f6c-b8a03c50a862 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/128548c0-9169-11db-9f6c-b8a03c50a862. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10582900
title: Linked collectors and determiners for: Computarización de la Colección Nacional de Crustáceos del Instituto de Biología, UNAM y elaboración de su catálogo.

description: Natural history specimen data linked to collectors and determiners held within, "Computarización de la Colección Nacional de Crustáceos del Instituto de Biología, UNAM y elaboración de su catálogo". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/129704b4-762b-4f0c-8eab-ef3f8aedd478 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/129704b4-762b-4f0c-8eab-ef3f8aedd478. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686598
title: Linked collectors and determiners for: Computarización de la Colección Nacional de Crustáceos del Instituto de Biología, UNAM y elaboración de su catálogo.

description: Natural history specimen data linked to collectors and determiners held within, "Computarización de la Colección Nacional de Crustáceos del Instituto de Biología, UNAM y elaboración de su catálogo". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/129704b4-762b-4f0c-8eab-ef3f8aedd478 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/129704b4-762b-4f0c-8eab-ef3f8aedd478. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10582906
title: Linked collectors and determiners for: Fichas diagnósticas para 10 especies de anfibios y reptiles mexicanos.

description: Natural history specimen data linked to collectors and determiners held within, "Fichas diagnósticas para 10 especies de anfibios y reptiles mexicanos". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/13311ec2-96b0-45ed-8a99-2e3134fb3416 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/13311ec2-96b0-45ed-8a99-2e3134fb3416. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686599
title: Linked collectors and determiners for: Fichas diagnósticas para 10 especies de anfibios y reptiles mexicanos.

description: Natural history specimen data linked to collectors and determiners held within, "Fichas diagnósticas para 10 especies de anfibios y reptiles mexicanos". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/13311ec2-96b0-45ed-8a99-2e3134fb3416 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/13311ec2-96b0-45ed-8a99-2e3134fb3416. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686600
title: Linked collectors and determiners for: New and poorly known Holarctic species of Boletina Staeger, 1840 (Diptera, Mycetophilidae).

description: Natural history specimen data linked to collectors and determiners held within, "New and poorly known Holarctic species of Boletina Staeger, 1840 (Diptera, Mycetophilidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/13449d6d-ddfa-4f6c-92d8-a643b978ce49 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/13449d6d-ddfa-4f6c-92d8-a643b978ce49. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10582908
title: Linked collectors and determiners for: New and poorly known Holarctic species of Boletina Staeger, 1840 (Diptera, Mycetophilidae).

description: Natural history specimen data linked to collectors and determiners held within, "New and poorly known Holarctic species of Boletina Staeger, 1840 (Diptera, Mycetophilidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/13449d6d-ddfa-4f6c-92d8-a643b978ce49 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/13449d6d-ddfa-4f6c-92d8-a643b978ce49. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686419
title: APOE genotype and health data for Turkana and Orang Asli

description: This project contains datasets related to:

Divergent Biological Consequences of APOE Isoforms Across Industrialized and Non-Industrial Environments

Marina M. Watowich, Rachel M. Petersen, Layla Brassington, Audrey M. Arner, Grace Rodenberg, Tan Bee Ting A/P Tan Boon Huat, Kar Lye Tam, Em Schellenberg, Izandis bin Mohd Sayed, Echwa John, John C. Kahumbu, Benjamin Muhoya, Michael Gurven, Benjamin C. Trumble, Sospeter Ngoci Njeru, Dino Martins, Julien Ayroles, Yvonne A. L. Lim, Vivek V. Venkataraman, Ian J. Wallace, Thomas S. Kraft, Amanda J. Lea

Specifically, the data provided here are:

1) Turkana data file - De-identified genotype, lifestyle, and biological data for Turkana study participants. 2) Orang Asli data file - De-identified genotype, lifestyle, and biological data for Orang Asli study participants. 

The GitHub code used to analyze these data can be found here: https://github.com/mwatowich/effects_of_APOE_across_industrialization_gradient



These data were collected by the Turkana Health and Genomics Project (THGP) and the Orang Asli Health and Lifeways Project (OA HeLP). Both projects adhere to the “CARE Principles for Indigenous Data Governance” (Collective Benefit, Authority to Control, Responsibility, and Ethics) and are committed to the “FAIR Guiding Principles for scientific data management and stewardship” (Findable, Accessible, Interoperable, Reusable). To adhere to these principles while minimizing risks, individual-level data are stored under restricted access.

The data can be accessed as follows:









Requests for de-identified, individual-level data should take the form of an application that details the exact uses of the data and the research questions to be addressed, procedures that will be employed for data security and individual privacy, potential benefits to the study communities, and procedures for assessing and minimizing stigmatizing interpretations of the research results. Requests for de-identified, individual-level data will require a data use agreement (available at lea-lab.org/resources) and may require institutional IRB approval. Please contact amanda.j.lea@vanderbilt.edu with any questions.
DOI: 10.5281/zenodo.18686418
title: APOE genotype and health data for Turkana and Orang Asli

description: This project contains datasets related to:

Divergent Biological Consequences of APOE Isoforms Across Industrialized and Non-Industrial Environments

Marina M. Watowich, Rachel M. Petersen, Layla Brassington, Audrey M. Arner, Grace Rodenberg, Tan Bee Ting A/P Tan Boon Huat, Kar Lye Tam, Em Schellenberg, Izandis bin Mohd Sayed, Echwa John, John C. Kahumbu, Benjamin Muhoya, Michael Gurven, Benjamin C. Trumble, Sospeter Ngoci Njeru, Dino Martins, Julien Ayroles, Yvonne A. L. Lim, Vivek V. Venkataraman, Ian J. Wallace, Thomas S. Kraft, Amanda J. Lea

Specifically, the data provided here are:

1) Turkana data file - De-identified genotype, lifestyle, and biological data for Turkana study participants. 2) Orang Asli data file - De-identified genotype, lifestyle, and biological data for Orang Asli study participants. 

The GitHub code used to analyze these data can be found here: https://github.com/mwatowich/effects_of_APOE_across_industrialization_gradient



These data were collected by the Turkana Health and Genomics Project (THGP) and the Orang Asli Health and Lifeways Project (OA HeLP). Both projects adhere to the “CARE Principles for Indigenous Data Governance” (Collective Benefit, Authority to Control, Responsibility, and Ethics) and are committed to the “FAIR Guiding Principles for scientific data management and stewardship” (Findable, Accessible, Interoperable, Reusable). To adhere to these principles while minimizing risks, individual-level data are stored under restricted access.

The data can be accessed as follows:









Requests for de-identified, individual-level data should take the form of an application that details the exact uses of the data and the research questions to be addressed, procedures that will be employed for data security and individual privacy, potential benefits to the study communities, and procedures for assessing and minimizing stigmatizing interpretations of the research results. Requests for de-identified, individual-level data will require a data use agreement (available at lea-lab.org/resources) and may require institutional IRB approval. Please contact amanda.j.lea@vanderbilt.edu with any questions.
DOI: 10.5281/zenodo.13971238
title: Linked collectors and determiners for: On Starengovia Snegovaya, a genus of Asian nemastomatines (Arachnida: Opiliones: Nemastomatidae).

description: Natural history specimen data linked to collectors and determiners held within, "On Starengovia Snegovaya, a genus of Asian nemastomatines (Arachnida: Opiliones: Nemastomatidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/13655079-c807-4b16-b3fb-a5bb965f798b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/13655079-c807-4b16-b3fb-a5bb965f798b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18686603
title: Linked collectors and determiners for: On Starengovia Snegovaya, a genus of Asian nemastomatines (Arachnida: Opiliones: Nemastomatidae).

description: Natural history specimen data linked to collectors and determiners held within, "On Starengovia Snegovaya, a genus of Asian nemastomatines (Arachnida: Opiliones: Nemastomatidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/13655079-c807-4b16-b3fb-a5bb965f798b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/13655079-c807-4b16-b3fb-a5bb965f798b. Formatted as a Frictionless Data package.