cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13236539
title: Pathways to a net zero building sector in Colombia: insights from a circular economy perspective

description: This dataset contains the input data and core results of the RECC v2.5 model for the analysis of circular economy strategies in the Colombian residential sector. For details about the RECC model, see DOI https://doi.org/10.1111/jiec.13023 and the RECC model landing page: https://www.industrialecology.uni-freiburg.de/odym-recc

The following data are included in this dataset:



The entire model input database (120 model parameters)

The parameters for the sensitivity analysis (8 parameters)

The 70 folders with the core results

The master classification file RECC_Classifications_Master_V2.0.xlsx

The model config file RECC_Config.xlsx

The list of scenario configurations RECC_ModelConfig_List.xlsx

The result compilation and exporting configuration file RECCv2.5_EXPORT_Combine_Select.xlsx

The main result summary file (extracted from the 70 result folders) Results_Extracted_RECCv2.5_10Regs_sep.xlsx

The results of the sensitivity analysis


 

The model itself is available as Python code from https://github.com/IndEcol/RECC-ODYM
DOI: 10.15131/shef.data.23735919
title: Cross-sectional solute concentration distribution in steady and accelerating pipe flows

description: This dataset contains the tracer concentration data measured by Fluorometers and PLIFs in a 24 mm inner diameter and 13 m long pipe during a range of steady flow conditions and an accelerating flow condition. Details on the experiment configuration, test program and data interpretation can be found in the associated paper as follows.Peng, Z., Stovin, V., and Guymer, I. (2024) Radial Mixing in Steady and Accelerating Pipe Flows. Journal of Hydraulic Engineering, <b>150</b>(6). https://ascelibrary.org/doi/10.1061/JHEND8.HYENG-14071.<br>
DOI: 10.15131/shef.data.23735919.v1
title: Cross-sectional solute concentration distribution in steady and accelerating pipe flows

description: This dataset contains the tracer concentration data measured by Fluorometers and PLIFs in a 24 mm inner diameter and 13 m long pipe during a range of steady flow conditions and an accelerating flow condition. Details on the experiment configuration, test program and data interpretation can be found in the associated paper as follows.Peng, Z., Stovin, V., and Guymer, I. (2024) Radial Mixing in Steady and Accelerating Pipe Flows. Journal of Hydraulic Engineering, <b>150</b>(6). https://ascelibrary.org/doi/10.1061/JHEND8.HYENG-14071.<br>
DOI: 10.25573/serc.21565671.v5
title: Database: Coastal Carbon Library (Version 1.3.0)

description: This data release documents the current version of the Coastal Carbon Data Library, an international database of soil carbon data from tidal wetlands synthesized by the Coastal Carbon Network. This database serves as an open source data tool designed to support soil Blue Carbon research and policy. This data can additionally be accessed through the Coastal Carbon Atlas, which is an interactive web application created to interface with the Data Library and allow for the exploration, filtering, and download of disaggregated soil core data.
DOI: 10.15468/dl.5agxsx
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegorhinus bulbiferus Kuschel, 1951"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015373-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqkph3
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "TaxonKey is Cedrela odorata L."
 ]
}

 The dataset includes 252 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015377-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dj5vcn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegorhinus araucanus Kuschel, 1951"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015368-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8wr97
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirrospilus pictus (Nees, 1834)"
 ]
}

 The dataset includes 75 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015366-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9rgx2
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Finland",
 "DatasetKey is Hatikka.fi observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vertigo ronnebyensis (Westerlund, 1871)",
 "Year 2002-2019"
 ]
}

 The dataset includes 93 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015381-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huwc8p
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otophryne robusta Boulenger, 1900"
 ]
}

 The dataset includes 41 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015375-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13935426
title: Augmented Reality Green Training: Elevating Environmental Knowledge and Driving Pro-Environmental Behaviour Among Indonesian White-Collar Workers
DOI: 10.15468/dl.e97h3n
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is FRA.9_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zootoca vivipara (Lichtenstein, 1823)"
 ]
}

 The dataset includes 51 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015378-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13935425
title: Augmented Reality Green Training: Elevating Environmental Knowledge and Driving Pro-Environmental Behaviour Among Indonesian White-Collar Workers
DOI: 10.15468/dl.739z6t
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Sphyrna tiburo (Linnaeus, 1758)"
 ]
}

 The dataset includes 118 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015370-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9pfup
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Woodsia meyerwaardeni Krefft, 1973"
 ]
}

 The dataset includes 138 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015380-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28wyaa
title: Occurrence Download

description: A dataset containing 13912 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fishes in MZNA-VERT: freshwater communities in the Larraun river (Spain). PhD project, Javier Oscoz & Master project, A. Cos."
 ]
}

 The dataset includes 13912 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015364-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2qqaf
title: Occurrence Download

description: A dataset containing 14267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 14267 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015372-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrmwqd
title: Occurrence Download

description: A dataset containing 4210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Mexico, United States of America)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Crotalus ravus Cope, 1865, Crotalus ravus brunneus Harris & Simmons, 1978, Crotalus ravus exiguus Campbell & Armstrong, 1979, Crotalus lepidus Kennicott, 1861, Crotalus morulus Klauber, 1952, Crotalus triseriatus Wagler, 1830, Crotalus aquilus Klauber, 1952, Crotalus armstrongi Campbell, 1979, Crotalus tlaloci Bryson, Linkem, Dorcas, Lathrop, Jones, Alvarado-Díaz, Grünwald & Murphy, 2014, Crotalus campbelli Bryson Jr, Linkem, Dorcas, Lathrop, Jones, Alvarado-Díaz, Grünwald & Murphy, 2014, Crotalus pusillus Klauber, 1952)"
 ]
}

 The dataset includes 4210 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015379-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdpy7q
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "TaxonKey is Cedrelinga cateniformis (Ducke) Ducke"
 ]
}

 The dataset includes 139 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015387-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx7rjh
title: Occurrence Download

description: A dataset containing 1694 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morpho menelaus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1694 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015374-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7be8jc
title: Occurrence Download

description: A dataset containing 10690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus nigra L."
 ]
}

 The dataset includes 10690 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015369-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex7nez
title: Occurrence Download

description: A dataset containing 4347 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uniola paniculata L."
 ]
}

 The dataset includes 4347 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015382-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymsgdg
title: Occurrence Download

description: A dataset containing 20338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is Annelida",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Country is Italy"
 ]
}

 The dataset includes 20338 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015371-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13935327
title: 【outputs_best_number_tokens_to_tpm_large_scales】/best_number_tokens_log_part_6 (2), only two 8B LLMs, 8 (tpms) = 8 files

description: Part 6 (2)  

only two 8B LLMs,  

only valid results (both MP p value and CI),

all permutation controls,

all seeds,

all linguistic spans,

all 5 tasks, 

8 (tpms) = 8 files
DOI: 10.5281/zenodo.13935328
title: 【outputs_best_number_tokens_to_tpm_large_scales】/best_number_tokens_log_part_6 (2), only two 8B LLMs, 8 (tpms) = 8 files

description: Part 6 (2)  

only two 8B LLMs,  

only valid results (both MP p value and CI),

all permutation controls,

all seeds,

all linguistic spans,

all 5 tasks, 

8 (tpms) = 8 files
DOI: 10.5281/zenodo.13929380
title: R Code related to the publication 'Comparative architecture of the tessellated boxfish (Ostracioidea) carapace'

description: This R code is related to the publication: Eigen et al. (2024). Comparative architecture of the tessellated boxfish (Ostracioidea) carapace. Communications Biology.

In this study, we use the boxfish carapace to understand how the shape of a tessellated surface affects its tessellation characteristics, investigating a sample of 13 species representing all major lineages within the group covering a four-fold range in body length and capturing the major boxfish body shapes (Fig. 1). By employing high-resolution microCT scans and a semi-automated segmentation algorithm, we quantify and visualize the characteristics of the hundreds of scutes that build up the carapace of each species, exploring how the diverse architectures maintain functional integrity while accounting for differences in relative body size and shape in a comparative phylogenetic framework.
DOI: 10.5281/zenodo.13929381
title: R Code related to the publication 'Comparative architecture of the tessellated boxfish (Ostracioidea) carapace'

description: This R code is related to the publication: Eigen et al. (2024). Comparative architecture of the tessellated boxfish (Ostracioidea) carapace. Communications Biology.

In this study, we use the boxfish carapace to understand how the shape of a tessellated surface affects its tessellation characteristics, investigating a sample of 13 species representing all major lineages within the group covering a four-fold range in body length and capturing the major boxfish body shapes (Fig. 1). By employing high-resolution microCT scans and a semi-automated segmentation algorithm, we quantify and visualize the characteristics of the hundreds of scutes that build up the carapace of each species, exploring how the diverse architectures maintain functional integrity while accounting for differences in relative body size and shape in a comparative phylogenetic framework.
DOI: 10.5281/zenodo.13934668
title: Custom microfluidic chip design enables cost-effective three-dimensional spatiotemporal transcriptomics with a wide field of view

description: Data analysis code and preprocessed data for MAGIC-seq.
DOI: 10.5281/zenodo.13235504
title: Custom microfluidic chip design enables cost-effective three-dimensional spatiotemporal transcriptomics with a wide field of view

description: Data analysis code and preprocessed data for MAGIC-seq.
DOI: 10.5281/zenodo.13929636
title: Custom microfluidic chip design enables cost-effective three-dimensional spatiotemporal transcriptomics with a wide field of view

description: Data analysis code and preprocessed data for MAGIC-seq.
DOI: 10.5281/zenodo.13935462
title: DEMO
DOI: 10.5281/zenodo.13935463
title: DEMO
DOI: 10.5519/qd.8a5hp7pd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (307 records)
DOI: 10.5281/zenodo.10425667
title: Strategies to mitigate differences between environments using Rapid Review on Grey Literature

description: The comparison spreadsheet serves as a comprehensive repository for organizing and synthesizing data extracted from Grey Literature sources. It contains coded information related to strategies for mitigating configuration differences in software development, allowing for a systematic analysis of the identified practices. The spreadsheet links to different sections of the paper by providing a structured framework for data analysis. In the 'Data synthesis' section, the spreadsheet supports a mixed-method approach, combining qualitative and quantitative methods for analyzing the data. It aids in thematic analysis by translating codes into themes and creating higher-order themes for a more in-depth understanding of the collected data. Additionally, the spreadsheet connects to the 'Extract and Code data' section, where it houses all relevant codes and facilitates discussions on pertinent information extracted from Grey Literature sources. By referencing unique identifiers within the spreadsheet, researchers can track and link specific entries to the research questions, ensuring alignment with the study's objectives. Overall, the comparison spreadsheet plays a pivotal role in organizing, analyzing, and synthesizing data from Grey Literature sources, contributing to the robustness and coherence of the research findings presented in the paper.
DOI: 10.5281/zenodo.13935450
title: Strategies to mitigate differences between environments using Rapid Review on Grey Literature

description: The comparison spreadsheet serves as a comprehensive repository for organizing and synthesizing data extracted from Grey Literature sources. It contains coded information related to strategies for mitigating configuration differences in software development, allowing for a systematic analysis of the identified practices. The spreadsheet links to different sections of the paper by providing a structured framework for data analysis. In the 'Data synthesis' section, the spreadsheet supports a mixed-method approach, combining qualitative and quantitative methods for analyzing the data. It aids in thematic analysis by translating codes into themes and creating higher-order themes for a more in-depth understanding of the collected data. Additionally, the spreadsheet connects to the 'Extract and Code data' section, where it houses all relevant codes and facilitates discussions on pertinent information extracted from Grey Literature sources. By referencing unique identifiers within the spreadsheet, researchers can track and link specific entries to the research questions, ensuring alignment with the study's objectives. Overall, the comparison spreadsheet plays a pivotal role in organizing, analyzing, and synthesizing data from Grey Literature sources, contributing to the robustness and coherence of the research findings presented in the paper.
DOI: 10.5281/zenodo.5760356
title: COVID-19-Impfungen in Deutschland

description: Die COVID-19-Impfung kann einen Wendepunkt in der Kontrolle der COVID-19-Pandemie darstellen und erfährt daher hohes Maß an öffentlicher Aufmerksamkeit. Einführung und Umsetzung der COVID-19-Impfung gehen mit besonderen Herausforderungen einher, die bei der Impfdatenerfassung zu berücksichtigen sind. In diesem Kontext ist es Ziel des Projekts 'Digitales Impfquoten-Monitoring' (DIM), tagesaktuell, bundesweit die Impfquote zu erfassen und folgend aufbereitet darzustellen, um zeitnah den Verlauf der COVID-19-Impfkampanne zu analysieren, bei Bedarf nach zusteuern, und logistisch bzw. organisatorische Konsequenzen zu ziehen.Der durch das DIM-Projekt bereitgestellte Datensatz enthält Daten über den Verlauf der COVID-19 Impfungen in Deutschland. Die hier veröffentlichten Impfdaten aggregieren Daten aus drei Datenquellen:Die DIM-Daten enthalten Angaben der Impfzentren, mobilen Impfteams, Krankenhäuser und der Betriebsärzte_innen, die über die DIM-Webanwendung übermittelt werdenDer täglich aggregierte Kerndatensatz der impfenden Ärzt_innen über die Kassenärztliche Bundesvereinigung (KBV)Der täglich aggregierte Kerndatensatz der impfenden Ärzt_innen über die Privatärztliche Bundesvereinigung (PBV)
DOI: 10.5281/zenodo.6257545
title: COVID-19-Impfungen in Deutschland

description: Die COVID-19-Impfung kann einen Wendepunkt in der Kontrolle der COVID-19-Pandemie darstellen und erfährt daher hohes Maß an öffentlicher Aufmerksamkeit. Einführung und Umsetzung der COVID-19-Impfung gehen mit besonderen Herausforderungen einher, die bei der Impfdatenerfassung zu berücksichtigen sind. In diesem Kontext ist es Ziel des Projekts 'Digitales Impfquoten-Monitoring' (DIM), tagesaktuell, bundesweit die Impfquote zu erfassen und folgend aufbereitet darzustellen, um zeitnah den Verlauf der COVID-19-Impfkampanne zu analysieren, bei Bedarf nach zusteuern, und logistisch bzw. organisatorische Konsequenzen zu ziehen.Der durch das DIM-Projekt bereitgestellte Datensatz enthält Daten über den Verlauf der COVID-19 Impfungen in Deutschland. Die hier veröffentlichten Impfdaten aggregieren Daten aus drei Datenquellen:Die DIM-Daten enthalten Angaben der Impfzentren, mobilen Impfteams, Krankenhäuser und der Betriebsärzte_innen, die über die DIM-Webanwendung übermittelt werdenDer täglich aggregierte Kerndatensatz der impfenden Ärzt_innen über die Kassenärztliche Bundesvereinigung (KBV)Der täglich aggregierte Kerndatensatz der impfenden Ärzt_innen über die Privatärztliche Bundesvereinigung (PBV)
DOI: 10.5281/zenodo.10836939
title: COVID-19-Impfungen in Deutschland

description: Die COVID-19-Impfung kann einen Wendepunkt in der Kontrolle der COVID-19-Pandemie darstellen und erfährt daher hohes Maß an öffentlicher Aufmerksamkeit. Einführung und Umsetzung der COVID-19-Impfung gehen mit besonderen Herausforderungen einher, die bei der Impfdatenerfassung zu berücksichtigen sind. In diesem Kontext ist es Ziel des Projekts 'Digitales Impfquoten-Monitoring' (DIM), tagesaktuell, bundesweit die Impfquote zu erfassen und folgend aufbereitet darzustellen, um zeitnah den Verlauf der COVID-19-Impfkampanne zu analysieren, bei Bedarf nach zusteuern, und logistisch bzw. organisatorische Konsequenzen zu ziehen.

Der durch das DIM-Projekt bereitgestellte Datensatz enthält Daten über den Verlauf der COVID-19 Impfungen in Deutschland. Die hier veröffentlichten Impfdaten aggregieren Daten aus drei Datenquellen:



Die DIM-Daten enthalten Angaben der Impfzentren, mobilen Impfteams, Krankenhäuser und der Betriebsärzte_innen, die über die DIM-Webanwendung übermittelt werden

Der täglich aggregierte Kerndatensatz der impfenden Ärzt_innen über die Kassenärztliche Bundesvereinigung (KBV)

Der täglich aggregierte Kerndatensatz der impfenden Ärzt_innen über die Privatärztliche Bundesvereinigung (PBV)