cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26180/21608028.v1
title: Supporting data for Robledo-Ruiz et al. (2023)

description: Supporting data for manuscript: Robledo-Ruiz D. A., Austin L., Amos J. N., Castrejón-Figueroa J., Magrath M. J. L., Sunnucks P. & Pavlova A. (submitted) <strong>Easy-to-use R functions to separate reduced-representation genomic datasets into sex-linked and autosomal loci, and conduct sex-assignment.</strong> <br> <br> Data usage: The two directories have the datasets and scripts for the eastern yellow robin (EYR) and yellow-tufted honeyeater (YTH), respectively. <br> <strong>gl0.R</strong> Genlight object with the original SNP dataset. <br> <strong>gl0_filt.R</strong> Genlight object with the SNP dataset after randomly filtering for secondaries. <br> <strong>SCRIPT_*_standard.Rmd</strong> R script for the 'standard' filtering regime, and calculation of population genetic diversity, structure and individual He. <br> <strong>SCRIPT_*_removing_sexlinked.Rmd</strong> R script for the 'removing sex-linked loci' filtering regime, and calculation of population genetic diversity, structure and individual He. <br> <strong>standard_filter_diversity.csv</strong> <strong>standard_filter_het_ind.csv</strong> Output of population genetic diversity and individual He for 'before' dataset. <br> <strong>sexlinked_filter_diversity.csv</strong> <strong>sexlinked_filter_het_ind.csv</strong> Output of population genetic diversity and individual He for 'after' dataset. <br> <strong>colony2_standard.dat</strong> <strong>colony2_sexlinked.dat</strong> COLONY input files obtained from 'standard' and 'removing sex-linked loci' filtering regimes. <br> <strong>seed*_without_BestConfig_Ordered.csv</strong> Output of COLONY parentage analysis for data obtained from 'standard' filtering regime. <br> <strong>seed*_with_BestConfig_Ordered.csv</strong> Output of COLONY parentage analysis for data obtained from 'removing sex-linked loci' filtering regime. <br> <strong>BestSocialParents.csv</strong> <strong>known_fathers.csv</strong> <strong>known_mothers.csv</strong> Data of known parents to evaluate accuracy of parentage analyses. <br> <strong>SCRIPT_*_Results.Rmd</strong> R script comparing the population genetic diversity, individual He and parentage analysis accuracy of 'before' and 'after' datasets. <br> <strong>SCRIPT_*_infersex_requirements.Rmd</strong> R script testing the minimum number of known-sex individuals required for function filter.sex.linked. <br>
DOI: 10.23728/b2share.93465c972b3942caa744e23ca8bc416c
title: KerkiniLake - Snow Cover Duration - 2019/2020

description: Snow Cover Duration (SCD), First Snow Day (FSD), Last Snow Day (LSD) extracted from Sentinel-2 time series of years 2019 and 2020. The snow year is considered from the 1st September to 31st August of the following year. The snow season is considered continuous if at least 14 consecutive days of snow are detected. FSD: first day of a continuous snow season LSD: last day of a continuous snow season SCD: days between FSD and LSD of the same snow year (days)
description: Detection methodology used will be soon accessible
description: The final output consists of 20 m resolution raster layers in GeoTIFF format with the following values per pixel: FSD = first day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) LSD = last day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) SCD = number of days of continuous snow cover The SCD maps were validated against in situ data collected by weather stations equipped with snow gauges. The following metrics were computed: Root Mean Squared Error (RMSE), Mean Absolute Error (MAE) and Mean Bias Error (MBE). RMSE = 16.5 days MAE = 14 days MBE = 6.5 days
DOI: 10.5281/zenodo.7351101
title: MEMEX_9d_Sounds_v1.0

description: Audios produced by Paris Pilot participants of the MEMEX project, resulting from group and individual dynamics. Collected during the facilitated workshop sessions with the pilot group participants, and stored in an anonymized format.
DOI: 10.5281/zenodo.7351100
title: MEMEX_9d_Sounds_v1.0

description: Audios produced by Paris Pilot participants of the MEMEX project, resulting from group and individual dynamics. Collected during the facilitated workshop sessions with the pilot group participants, and stored in an anonymized format.
DOI: 10.5281/zenodo.7351079
title: Knowledge-driven design and optimization of potent symmetric anticancer molecules: A case study on PKM2 activators

description: All the raw data files including 3D structures of all the 200 virtually designed palindromic and non-palindromic activators, 3D structures of top 5 palindromic and non-palindromic activators in complex with PKM2 protein, starting and ending conformations of MD simulation structures with the .tpr files for all six simulations for PDA116 and NPDA4 are available in this dataset.
DOI: 10.5281/zenodo.7351078
title: Knowledge-driven design and optimization of potent symmetric anticancer molecules: A case study on PKM2 activators

description: All the raw data files including 3D structures of all the 200 virtually designed palindromic and non-palindromic activators, 3D structures of top 5 palindromic and non-palindromic activators in complex with PKM2 protein, starting and ending conformations of MD simulation structures with the .tpr files for all six simulations for PDA116 and NPDA4 are available in this dataset.
DOI: 10.23728/b2share.931da9319c9e4dcf86550637e250815d
title: LammiLTER - Snow Cover Duration - 2019/2020

description: Snow Cover Duration (SCD), First Snow Day (FSD), Last Snow Day (LSD) extracted from Sentinel-2 time series of years 2019 and 2020. The snow year is considered from the 1st September to 31st August of the following year. The snow season is considered continuous if at least 14 consecutive days of snow are detected. FSD: first day of a continuous snow season LSD: last day of a continuous snow season SCD: days between FSD and LSD of the same snow year (days)
description: Detection methodology used will be soon accessible
description: The final output consists of 20 m resolution raster layers in GeoTIFF format with the following values per pixel: FSD = first day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) LSD = last day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) SCD = number of days of continuous snow cover The SCD maps were validated against in situ data collected by weather stations equipped with snow gauges. The following metrics were computed: Root Mean Squared Error (RMSE), Mean Absolute Error (MAE) and Mean Bias Error (MBE). RMSE = 16.5 days MAE = 14 days MBE = 6.5 days
DOI: 10.5281/zenodo.7347633
title: MEMEX_9a_Stories_v1.0

description: Text of the stories from Paris Pilot participants of the MEMEX project, resulting from group and individual dynamics. Collected during the facilitated workshop sessions with the pilot group participants, and stored in an anonymized format.
DOI: 10.5281/zenodo.7347634
title: MEMEX_9a_Stories_v1.0

description: Text of the stories from Paris Pilot participants of the MEMEX project, resulting from group and individual dynamics. Collected during the facilitated workshop sessions with the pilot group participants, and stored in an anonymized format.
DOI: 10.6084/m9.figshare.19865416
title: Blackbourn Geoconsulting West Turkmenistan Petrography & Palaeogeography

description: Reports describing the regional palaeogeography and aspects of the petrography of the Pliocene Red Series onshore in Western Turkmenistan
DOI: 10.6084/m9.figshare.19865416.v1
title: Blackbourn Geoconsulting West Turkmenistan Petrography & Palaeogeography

description: Reports describing the regional palaeogeography and aspects of the petrography of the Pliocene Red Series onshore in Western Turkmenistan
DOI: 10.23728/b2share.e360cae8c394428f825acb032c189ac1
title: LTSERZoneAtelierAlpes - Snow Cover Duration - 2019/2020

description: Snow Cover Duration (SCD), First Snow Day (FSD), Last Snow Day (LSD) extracted from Sentinel-2 time series of years 2019 and 2020. The snow year is considered from the 1st September to 31st August of the following year. The snow season is considered continuous if at least 14 consecutive days of snow are detected. FSD: first day of a continuous snow season LSD: last day of a continuous snow season SCD: days between FSD and LSD of the same snow year (days)
description: Detection methodology used will be soon accessible
description: The final output consists of 20 m resolution raster layers in GeoTIFF format with the following values per pixel: FSD = first day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) LSD = last day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) SCD = number of days of continuous snow cover The SCD maps were validated against in situ data collected by weather stations equipped with snow gauges. The following metrics were computed: Root Mean Squared Error (RMSE), Mean Absolute Error (MAE) and Mean Bias Error (MBE). RMSE = 16.5 days MAE = 14 days MBE = 6.5 days
DOI: 10.23728/b2share.dfdae4998e0f4c519f239ef472f3a832
title: PNGP - Snow Cover Duration - 2019/2020

description: Snow Cover Duration (SCD), First Snow Day (FSD), Last Snow Day (LSD) extracted from Sentinel-2 time series of years 2019 and 2020. The snow year is considered from the 1st September to 31st August of the following year. The snow season is considered continuous if at least 14 consecutive days of snow are detected. FSD: first day of a continuous snow season LSD: last day of a continuous snow season SCD: days between FSD and LSD of the same snow year (days)
description: Detection methodology used will be soon accessible
description: The final output consists of 20 m resolution raster layers in GeoTIFF format with the following values per pixel: FSD = first day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) LSD = last day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) SCD = number of days of continuous snow cover The SCD maps were validated against in situ data collected by weather stations equipped with snow gauges. The following metrics were computed: Root Mean Squared Error (RMSE), Mean Absolute Error (MAE) and Mean Bias Error (MBE). RMSE = 16.5 days MAE = 14 days MBE = 6.5 days
DOI: 10.26180/21608028.v2
title: Supporting data for Robledo-Ruiz et al. (2023)

description: Supporting data for manuscript: Robledo-Ruiz D. A., Austin L., Amos J. N., Castrejón-Figueroa J., Magrath M. J. L., Sunnucks P. & Pavlova A. (submitted) <strong>Easy-to-use R functions to separate reduced-representation genomic datasets into sex-linked and autosomal loci, and conduct sex-assignment.</strong> <br> <br> Data usage: The two directories have the datasets and scripts for the eastern yellow robin (EYR) and yellow-tufted honeyeater (YTH), respectively. <br> <strong>gl0.R</strong> Genlight object with the original SNP dataset. <br> <strong>gl0_filt.R</strong> Genlight object with the SNP dataset after randomly filtering for secondaries. <br> <strong>SCRIPT_*_standard.Rmd</strong> R script for the 'standard' filtering regime, and calculation of population genetic diversity, structure and individual He. <br> <strong>SCRIPT_*_removing_sexlinked.Rmd</strong> R script for the 'removing sex-linked loci' filtering regime, and calculation of population genetic diversity, structure and individual He. <br> <strong>standard_filter_diversity.csv</strong> <strong>standard_filter_het_ind.csv</strong> Output of population genetic diversity and individual He for 'before' dataset. <br> <strong>sexlinked_filter_diversity.csv</strong> <strong>sexlinked_filter_het_ind.csv</strong> Output of population genetic diversity and individual He for 'after' dataset. <br> <strong>colony2_standard.dat</strong> <strong>colony2_sexlinked.dat</strong> COLONY input files obtained from 'standard' and 'removing sex-linked loci' filtering regimes. <br> <strong>seed*_without_BestConfig_Ordered.csv</strong> Output of COLONY parentage analysis for data obtained from 'standard' filtering regime. <br> <strong>seed*_with_BestConfig_Ordered.csv</strong> Output of COLONY parentage analysis for data obtained from 'removing sex-linked loci' filtering regime. <br> <strong>BestSocialParents.csv</strong> <strong>known_fathers.csv</strong> <strong>known_mothers.csv</strong> Data of known parents to evaluate accuracy of parentage analyses. <br> <strong>SCRIPT_*_Results.Rmd</strong> R script comparing the population genetic diversity, individual He and parentage analysis accuracy of 'before' and 'after' datasets. <br> <strong>SCRIPT_*_infersex_requirements.Rmd</strong> R script testing the minimum number of known-sex individuals required for function filter.sex.linked. <br>
DOI: 10.5517/ccdc.csd.cc28ywvz
title: CCDC 2114102: Experimental Crystal Structure Determination

description: Related Article: Sourav Sutradhar, Dipankar Das, Parnashabari Sarkar, Biswa Nath Ghosh|2022|Polyhedron|229|116201|doi:10.1016/j.poly.2022.116201
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: 10.4121/20268213
title: Experimental data: Maximum thickness of non-buffer limited electro-active biofilms decreases at higher anode potentials

description: The data provided in these files have been generated/collected during the study on the effect of buffer on the development of electro-active biofilms (EABfs). These data contain measured current density, acetate concentrations, and biofilm development over time.
DOI: 10.4121/20268213.v1
title: Experimental data: Maximum thickness of non-buffer limited electro-active biofilms decreases at higher anode potentials

description: The data provided in these files have been generated/collected during the study on the effect of buffer on the development of electro-active biofilms (EABfs). These data contain measured current density, acetate concentrations, and biofilm development over time.
DOI: 10.17864/1947.000423
title: Data supporting ethnobotanical insights from an historical herbarium: the Samuel Browne collections from early modern India.

description: These files are eAppendices containing ethnobotanical data collected from several locations in peninsular India (southeast India- Tamil Nadu and Andhra Pradesh, southwest India- Kerala) and Sri Lanka which are part of a PhD Thesis. The data is generated from existing literature resources from late 17th century to modern century up to 2021. The data is in tabular format. These are excel spreadsheets saved as .csv files.
DOI: 10.23728/b2share.43421d0876334ec8944d22703b563a08
title: Svartberget - Snow Cover Duration - 2019/2020

description: Snow Cover Duration (SCD), First Snow Day (FSD), Last Snow Day (LSD) extracted from Sentinel-2 time series of years 2019 and 2020. The snow year is considered from the 1st September to 31st August of the following year. The snow season is considered continuous if at least 14 consecutive days of snow are detected. FSD: first day of a continuous snow season LSD: last day of a continuous snow season SCD: days between FSD and LSD of the same snow year (days)
description: Detection methodology used will be soon accessible
description: The final output consists of 20 m resolution raster layers in GeoTIFF format with the following values per pixel: FSD = first day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) LSD = last day of a continuous snow season, expressed as Day Of the Snow Year (DOYS) SCD = number of days of continuous snow cover The SCD maps were validated against in situ data collected by weather stations equipped with snow gauges. The following metrics were computed: Root Mean Squared Error (RMSE), Mean Absolute Error (MAE) and Mean Bias Error (MBE). RMSE = 16.5 days MAE = 14 days MBE = 6.5 days
DOI: 10.5281/zenodo.6645031
title: Proquest searches of climate norms

description: A collection of searches on the ProQuest Central Database to gain insight in the presence of climate norms in English media. The metadata provided contains: ID used in the search file Category of the climate norm or general query The date the query was ran - different updates of the ProQuest databases may yield slightly different results The full query. Note that the year changes for each different 'year' entry, hence the 'XXXX' placeholder in the queries The specific ProQuest database called for the query Short descriptors of the query, e.g. for use in graphs Longer, more detailed descriptors of the query
DOI: 10.5281/zenodo.6645030
title: Proquest searches of climate norms

description: A collection of searches on the ProQuest Central Database to gain insight in the presence of climate norms in English media. The metadata provided contains: ID used in the search file Category of the climate norm or general query The date the query was ran - different updates of the ProQuest databases may yield slightly different results The full query. Note that the year changes for each different 'year' entry, hence the 'XXXX' placeholder in the queries The specific ProQuest database called for the query Short descriptors of the query, e.g. for use in graphs Longer, more detailed descriptors of the query
DOI: 10.5281/zenodo.6645071
title: Proquest searches of climate norms

description: A collection of searches on the ProQuest Central Database to gain insight in the presence of climate norms in English media. The metadata provided contains: ID used in the search file Category of the climate norm or general query The date the query was ran - different updates of the ProQuest databases may yield slightly different results The full query. Note that the year changes for each different 'year' entry, hence the 'XXXX' placeholder in the queries The specific ProQuest database called for the query Short descriptors of the query, e.g. for use in graphs Longer, more detailed descriptors of the query
DOI: 10.5281/zenodo.6671450
title: Proquest searches of climate norms

description: A collection of searches on the ProQuest Central Database to gain insight in the presence of climate norms in English media. The metadata provided contains: ID used in the search file Category of the climate norm or general query The date the query was ran - different updates of the ProQuest databases may yield slightly different results The full query. Note that the year changes for each different 'year' entry, hence the 'XXXX' placeholder in the queries The specific ProQuest database called for the query Short descriptors of the query, e.g. for use in graphs Longer, more detailed descriptors of the query
DOI: 10.3886/e143541v1-130822
title: Code for: Does Race Matter for Police Use of Force? Evidence from 911 Calls

description: Data and Code for Does Race Matter for Police Use of Force? Evidence from 911 Calls <br><br>This paper examines race and police use of force using data on 1.6 million 911 calls in two cities, neither of which allows for discretion in officer dispatch. Results indicate white officers increase force much more than minority officers when dispatched to more minority neighborhoods. Estimates indicate black (Hispanic) civilians are 55 (75) percent more likely to experience any force, and five times as likely to experience a police shooting, compared to if white officers scaled up force similarly to minority officers. Additionally, 14 percent of white officers use excess force in black neighborhoods relative to our statistical benchmark.<br>
DOI: 10.57777/kgm2022000040
title: 고구마005
DOI: 10.34740/kaggle/dsv/4570870
title: 2021 World Population (updated daily)
DOI: 10.5281/zenodo.7351200
title: Opera phenix - small data set example

description: Opera phenix - small data set example
DOI: 10.5281/zenodo.7351199
title: Opera phenix - small data set example

description: Opera phenix - small data set example
DOI: 10.6084/m9.figshare.21551418
title: VALUE CREATION BEYOND IT INVESTMENTS DATASETS

description: Datasets for data analysis
DOI: 10.6084/m9.figshare.21551418.v1
title: VALUE CREATION BEYOND IT INVESTMENTS DATASETS

description: Datasets for data analysis
DOI: 10.6084/m9.figshare.21551418.v2
title: VALUE CREATION BEYOND IT INVESTMENTS DATASETS

description: Datasets for data analysis
DOI: 10.5281/zenodo.7348345
title: Walk 1: Sai, 24 February 2017: Images & text (belongs to: Ille & Salah 2022, Walking on fire)

description: Text and images from a self-reflective walk conducted in frame of research on date palm fires in Sudan's Northern State. Georeference: N19° 56.882' E30° 32.553.
DOI: 10.5281/zenodo.7348408
title: Walk 1: Sai, 24 February 2017: Images & text (belongs to: Ille & Salah 2022, Walking on fire)

description: Text and images from a self-reflective walk conducted in frame of research on date palm fires in Sudan's Northern State. Georeference: N19° 56.882' E30° 32.553.
DOI: 10.5281/zenodo.7350914
title: Walk 1: Sai, 24 February 2017: Images & text (belongs to: Ille & Salah 2022, Walking on fire)

description: Text and images from a self-reflective walk conducted in frame of research on date palm fires in Sudan's Northern State. Georeference: N19° 56.882' E30° 32.553.
DOI: 10.5281/zenodo.7351089
title: Walk 2: Kajbar, 3 March 2017: Images & text (belongs to: Ille & Salah 2022, Walking on fire)

description: Text and images from a self-reflective walk conducted in frame of research on date palm fires in Sudan's Northern State. Georeference: N19° 56.882' E30° 32.553.
DOI: 10.6084/m9.figshare.21610206
title: Anthrax outbreak Tengwe Zimbabwe.xls

description: Anthrax continues to be a disease of public health concern in Zimbabwe. Between December 2021 and February 2022, Tengwe reported 36 cases of human anthrax. We investigated the outbreak, identified the risk factors using one health approach to inform outbreak control. <br> We conducted descriptive analysis of the outbreak and a 1:2 unmatched case control study to identify risk factors for anthrax. A case was any Tengwe resident who developed an ulcer and/or abdominal symptoms and epidemiologically linked to a confirmed environmental exposure. Validated, structured interviewer-administered questionnaires were used to collect data from the cases and neighbourhood controls. Soil and dried meat samples were collected for laboratory investigations. District preparedness and response was assessed using a checklist. Data was analysed using Epi Info version 7.2.5. The odds of exposure were calculated for each risk factor examined. Multivariable logistic regression analysis was performed to identify the independent factors associated with contracting anthrax.
DOI: 10.5281/zenodo.7351301
title: Expression of oat metallothioneins in drought-stressed oat seedlings

description: This .xls file contains results of expression analyses in oat plants. The plants were subjected to drought stress. Shoots and roots of said wlants were collected and ground in liquid nitrogen. RNA was isolated and cDNA was synthesized. the cDNA was used as a template in qPCR analysis. Primers in qPCR were specific for oat metallothionein genes. EIF and HNR genes were used as a reference gene.
DOI: 10.5281/zenodo.7351300
title: Expression of oat metallothioneins in drought-stressed oat seedlings

description: This .xls file contains results of expression analyses in oat plants. The plants were subjected to drought stress. Shoots and roots of said wlants were collected and ground in liquid nitrogen. RNA was isolated and cDNA was synthesized. the cDNA was used as a template in qPCR analysis. Primers in qPCR were specific for oat metallothionein genes. EIF and HNR genes were used as a reference gene.