cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21402210.v2
title: Coastal breeding aggregations of threatened stingrays and guitarfish in the Levant

description: Stingrays and guitarfish are globally threatened by overexploitation, particularly so in the Mediterranean Sea. Nevertheless, very little information is known about their ecology, behavior, and taxonomy in the Mediterranean, especially in the Levant, where water temperature, salinity, and the impact of invasive species are relatively high. <br> This database describes the batoid community within Gador Marine Reserve. Here, surveys have been executed across the years 2016-2018 in shallow coastal habitats using visual surveys and measured species abundances. <br> More information on how this data was collected is available in the following publication: Chaikin, S., Belmaker, J., & Barash, A. (2020). Coastal breeding aggregations of threatened stingrays and guitarfish in the Levant. <em>Aquatic Conservation: Marine and Freshwater Ecosystems</em>, <em>30</em>(6), 1160-1171. <br> *<strong>The species </strong><em><strong>Dasyatis chrysonota</strong></em><strong> was replaced by </strong><em><strong>Dasyatis marmorata</strong></em><strong> according to:</strong> Serena, F., Abella, A. J., Bargnesi, F., Barone, M., Colloca, F., Ferretti, F., ... & Moro, S. (2020). Species diversity, taxonomy and distribution of Chondrichthyes in the Mediterranean and Black Sea. <em>The European Zoological Journal</em>, <em>87</em>(1), 497-536. <br>
DOI: 10.5281/zenodo.7340957
title: Prediction of olivine in distinct forming-environments using machine learning and implications for magmatic sulfide prospectivity

description: Olivine compositions from global volcanic and plutonic samples.
DOI: 10.5281/zenodo.7340956
title: Prediction of olivine in distinct forming-environments using machine learning and implications for magmatic sulfide prospectivity

description: Olivine compositions from global volcanic and plutonic samples.
DOI: 10.5519/qd.ulviiv7w
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (55 records)
DOI: 10.5281/zenodo.7336207
title: Output files of the RQSS extractor and framework on 3 Topical (Gene Wiki, Music, Ships) subsets and 4 Random Subsets

description: This dataset contains the `.csv` output files of the Referencing Quality Scoring System - RQSS performed on 3 topical subsets (Gene Wiki, Music, Ships) and 4 random subsets. Subset RDF files are in this dataset.
DOI: 10.5281/zenodo.7336208
title: Output files of the RQSS extractor and framework on 3 Topical (Gene Wiki, Music, Ships) subsets and 4 Random Subsets

description: This dataset contains the `.csv` output files of the Referencing Quality Scoring System - RQSS performed on 3 topical subsets (Gene Wiki, Music, Ships) and 4 random subsets. Subset RDF files are in this dataset.
DOI: 10.5281/zenodo.7340797
title: BPASSv2.2.1 starter kit

description: This is a curated starter-kit that contains a subset of the full data in BPASSv2.2.1. For the full data release location visit the BPASS website. This dataset contains: `bpass-v2.2-newmodels.zip` : The <strong>full stellar library of BPASSv2.2.1</strong> `bpass_v2.2.1_imf135_300.zip`: The <strong>fiducial </strong>model <strong>outputs</strong> (Kroupa IMF with a -2.35 slope and maximum mass 300Msol). `BPASS_man_v221.pdf`: The pdf of the BPASS manual written by Elizabeth Stanway (a version with a dyslexic friendly font can be found on the bpass website). The contents and architecture of the BPASS stellar library and model outputs are unchanged from the core data release (consult manual and tutorials or reach out to a member of the team). <strong>Hoki Code</strong> If you are a python user the most convenient way to use (and learn) the BPASS data (outputs and/or stellar library) is through the <strong>hoki</strong> package. See the GitHub page for installation instructions and the Hoki/tutorials for jupyter notebook recipes. <strong>Citing BPASS and Hoki</strong> If you use BPASS and hoki (code and/or tutorials) please cite the following three publications: <strong>BPASSv2.2.1:</strong> Eldridge et al. 2017 and Stanway et al. 2018 | <strong>hoki: </strong>Stevance et al. 2022 <strong>Contact us:</strong> If you have any questions regarding this data set email <strong>hfstevance@gmail.com</strong> or create an issue on the GitHub repo HeloiseS/hoki
description: {"references": ["Eldridge et al. 2017 https://ui.adsabs.harvard.edu/abs/2017PASA...34...58E/abstract", "Stanway et al. 2018 https://ui.adsabs.harvard.edu/abs/2018MNRAS.479...75S/abstract", "Stevance et al. 2020 https://ui.adsabs.harvard.edu/abs/2020JOSS....5.1987S/abstract"]}
DOI: 10.5281/zenodo.7340796
title: BPASSv2.2.1 starter kit

description: This is a curated starter-kit that contains a subset of the full data in BPASSv2.2.1. For the full data release location visit the BPASS website. This dataset contains: `bpass-v2.2-newmodels.zip` : The <strong>full stellar library of BPASSv2.2.1</strong> `bpass_v2.2.1_imf135_300.zip`: The <strong>fiducial </strong>model <strong>outputs</strong> (Kroupa IMF with a -2.35 slope and maximum mass 300Msol). `BPASS_man_v221.pdf`: The pdf of the BPASS manual written by Elizabeth Stanway (a version with a dyslexic friendly font can be found on the bpass website). The contents and architecture of the BPASS stellar library and model outputs are unchanged from the core data release (consult manual and tutorials or reach out to a member of the team). <strong>Hoki Code</strong> If you are a python user the most convenient way to use (and learn) the BPASS data (outputs and/or stellar library) is through the <strong>hoki</strong> package. See the GitHub page for installation instructions and the Hoki/tutorials for jupyter notebook recipes. <strong>Citing BPASS and Hoki</strong> If you use BPASS and hoki (code and/or tutorials) please cite the following three publications: <strong>BPASSv2.2.1:</strong> Eldridge et al. 2017 and Stanway et al. 2018 | <strong>hoki: </strong>Stevance et al. 2022 <strong>Contact us:</strong> If you have any questions regarding this data set email <strong>hfstevance@gmail.com</strong> or create an issue on the GitHub repo HeloiseS/hoki
description: {"references": ["Eldridge et al. 2017 https://ui.adsabs.harvard.edu/abs/2017PASA...34...58E/abstract", "Stanway et al. 2018 https://ui.adsabs.harvard.edu/abs/2018MNRAS.479...75S/abstract", "Stevance et al. 2020 https://ui.adsabs.harvard.edu/abs/2020JOSS....5.1987S/abstract"]}
DOI: 10.5281/zenodo.7332160
title: Wikidata 3 Topical Subsets (Gene Wiki, Music, Ships) and 4 Random Subsets

description: This dataset contains the N-Triples files of 3 Wikidata topical subsets corresponding to 3 Wikidata WikiProject: Gene Wiki, Music, and Ships along with 4 random subsets in different sizes: two of 100K items, one 500K items, and one 1M items. Subsets are extracted from the 3 January 2022 dump. All subsets have been extracted with WDumper using these JSON specification files. The files are: GeneWiki.zip: contains 25 `.nt.gz` RDF files each of which corresponds to one of the main Gene Wiki WikiProject classes, e.g. protein, gene, chemical compound, etc. music.nt.gz: the RDF file corresponding to the Music WikiProject. ships.nt.gz: the RDF file corresponding to the Ships WikiProject. Random100K_1.zip: contains 2 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 100,000 items in total. Random100K_2.zip: contains 2 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 100,000 items in total. Random500K.zip: contains 10 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 500,000 items in total. Random1M.zip: contains 20 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 1,000,000 items in total.
DOI: 10.5281/zenodo.7332161
title: Wikidata 3 Topical Subsets (Gene Wiki, Music, Ships) and 4 Random Subsets

description: This dataset contains the N-Triples files of 3 Wikidata topical subsets corresponding to 3 Wikidata WikiProject: Gene Wiki, Music, and Ships along with 4 random subsets in different sizes: two of 100K items, one 500K items, and one 1M items. Subsets are extracted from the 3 January 2022 dump. All subsets have been extracted with WDumper using these JSON specification files. The files are: GeneWiki.zip: contains 25 `.nt.gz` RDF files each of which corresponds to one of the main Gene Wiki WikiProject classes, e.g. protein, gene, chemical compound, etc. music.nt.gz: the RDF file corresponding to the Music WikiProject. ships.nt.gz: the RDF file corresponding to the Ships WikiProject. Random100K_1.zip: contains 2 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 100,000 items in total. Random100K_2.zip: contains 2 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 100,000 items in total. Random500K.zip: contains 10 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 500,000 items in total. Random1M.zip: contains 20 `nt.gz` RDF files each of which includes (about) 50,000 random Wikidata items, 1,000,000 items in total.
DOI: 10.6084/m9.figshare.21590607
title: grazing in coconut plantation

description: This is data on the effects of grazing on soil and vegetation under coconut groves in the tropics
DOI: 10.5281/zenodo.7341041
title: N7.0 1024

description: Raw output from GHOST
DOI: 10.5281/zenodo.7341040
title: N7.0 1024

description: Raw output from GHOST
DOI: 10.6084/m9.figshare.21590634
title: Matrix1

description: Thi dataset contains data of red der reproductive phenology date, NDVI values, and population metrics
DOI: 10.6084/m9.figshare.21590634.v1
title: Matrix1

description: Thi dataset contains data of red der reproductive phenology date, NDVI values, and population metrics
DOI: 10.6084/m9.figshare.21590640
title: Matrix2

description: This dataset contains red deer faecal nitrogen content values and population and ecological metrics
DOI: 10.6084/m9.figshare.21590640.v1
title: Matrix2

description: This dataset contains red deer faecal nitrogen content values and population and ecological metrics
DOI: 10.17632/hr3dp6w36g.1
title: Complex restoration of oil-contaminated soils with new organomineral reagents

description: The effectiveness of the treatment of oil-contaminated soil with organomineral reagents containing activated Rau-85 aluminum alloy, which makes it possible to reduce the concentration of ethoxins and neutralize the effects of oil and oil products on the soil, has been evaluated.
Humic and fulvic acids were used as organomineral reagents. Organomineral reagents were characterized by FT-IR absorption spectra, as well as by thermogravimetric analysis methods. It has been established that complex compounds are formed during the interaction of humic acid with activated aluminum alloys. The peak in the region from 2100-2400 cm-1 is typical for the complex compound of aluminum with humic acids.
The physicochemical properties of the oil-contaminated soil were studied, the morphological and structural features were characterized, as well as the surface elemental composition of the soil before and after treatment. The desorption of crude oil from the soil using the Rau-85 alloy and its complex with humates was confirmed by SEM and EDX methods.
A decrease in the concentration of oil by 22.6% was revealed after the treatment of soils with Rau-85 alloys. The use of the Rau-85 alloy complex and organomineral fertilizer demonstrated a decrease in oil concentration by 12.18% and the germination of seeds of the legume family on the 7th day after sowing, and on the 14th day - active growth.
The combination of Rau-85 alloy and organo-mineral fertilizer can be used as an effective soil washing agent for crude oil components, which is an effective solution for remediation of oil-contaminated soil.
DOI: 10.17632/654ddtyrrp.1
title: Population and urban electricity demand assumptions

description: Assumptions of annual growth rate of population and urban electricity demand from 2020 to 2030 in the Guangdong Province
DOI: 10.17632/654ddtyrrp.2
title: Population and urban electricity demand assumptions

description: Assumptions of annual growth rate of population and urban electricity demand from 2020 to 2030 in the Guangdong Province
DOI: 10.17632/tn3hwt2k6r.1
title: Effect of outdoor grazing-area size and genotype on space and pasture use, behaviour, health and growth traits of weaned rabbits

description: Providing rabbits with outdoor access lets them express a large repertoire of behaviours and addresses societal expectations surrounding animal welfare in livestock systems. The aim of this work was to study rabbit growth, health and behaviour according to genetic type and pasture-area size. We distributed 192 weaned rabbits into two groups differing in rangeable pasture size, i.e. large pasture (LP): 60 m² (n =4 × 24), and small pasture (SP): 30 m² (n = 4 × 24). Each group contained half Californian 1001 × New-Zealand 1777 rabbits (1001) and half PS119 × New-Zealand 1777 rabbits (PS119). Rabbit growth and morbidity were measured individually weekly for 36 days (from 31 to 67 days of age). Rabbit behaviour was assessed three times a day on days 44, 58 and 70 by direct visual scan and use of space was evaluated six times a week, through rabbit spatial distribution. Finally, amount of corticosterone was measured in hair samples from 18 rabbits of each genotype in LP and SP at day 72. 
Notable findings: PS119 rabbits were heavier than 1001 rabbits at day 67 (2444 vs 2113 g, respectively; P < 0.05) but we observed no effect of genotype on mortality nor morbidity. Animals expressed a large variety of specific behaviours on pastures, with grazing and resting being predominant. We found a lower level of corticosterone in PS119 rabbits than in 1001 rabbits (2.19 vs 6.34 pg per mg of hair, respectively; P < 0.05). 
Conclusion: This study found that a 60-m² pasture for 24 rabbits enables the animals to express grazing for the entire fattening period. Rabbit genotype was found to influenced some of their behaviour.  
The present data set could be use to compare a future trial done in a different season in order to validate or discredit the fact that a 60 m² pasture for 24 rabbits enables them to express grazing continuously over the whole growing period without any impact on their growth and their health. Genotype chosen here in this trial could be also used as a comparison with a different genotype on the previous quoted parameters. 
The precise description of the data can be found in "Read_me_Metadata_Mendeley.txt" file. The data can be easily used with  R software (https://www.r-project.org/).
DOI: 10.17632/tn3hwt2k6r.2
title: Effect of outdoor grazing-area size and genotype on space and pasture use, behaviour, health and growth traits of weaned rabbits

description: Providing rabbits with outdoor access lets them express a large repertoire of behaviours and addresses societal expectations surrounding animal welfare in livestock systems. The aim of this work was to study rabbit growth, health and behaviour according to genetic type and pasture-area size. We distributed 192 weaned rabbits into two groups differing in rangeable pasture size, i.e. large pasture (LP): 60 m² (n =4 × 24), and small pasture (SP): 30 m² (n = 4 × 24). Each group contained half Californian 1001 × New-Zealand 1777 rabbits (1001) and half PS119 × New-Zealand 1777 rabbits (PS119). Rabbit growth and morbidity were measured individually weekly for 36 days (from 31 to 67 days of age). Rabbit behaviour was assessed three times a day on days 44, 58 and 70 by direct visual scan and use of space was evaluated six times a week, through rabbit spatial distribution. Finally, amount of corticosterone was measured in hair samples from 18 rabbits of each genotype in LP and SP at day 72. 
Notable findings: PS119 rabbits were heavier than 1001 rabbits at day 67 (2444 vs 2113 g, respectively; P < 0.05) but we observed no effect of genotype on mortality nor morbidity. Animals expressed a large variety of specific behaviours on pastures, with grazing and resting being predominant. We found a lower level of corticosterone in PS119 rabbits than in 1001 rabbits (2.19 vs 6.34 pg per mg of hair, respectively; P < 0.05). 
Conclusion: This study found that a 60-m² pasture for 24 rabbits enables the animals to express grazing for the entire fattening period. Rabbit genotype was found to influenced some of their behaviour.  
The present data set could be use to compare a future trial done in a different season in order to validate or discredit the fact that a 60 m² pasture for 24 rabbits enables them to express grazing continuously over the whole growing period without any impact on their growth and their health. Genotype chosen here in this trial could be also used as a comparison with a different genotype on the previous quoted parameters. 
The precise description of the data can be found in "Read_me_Metadata_Mendeley.txt" file. The data can be easily used with  R software (https://www.r-project.org/).
DOI: 10.17632/tn3hwt2k6r.3
title: Effect of outdoor grazing-area size and genotype on space and pasture use, behaviour, health and growth traits of weaned rabbits

description: Providing rabbits with outdoor access lets them express a large repertoire of behaviours and addresses societal expectations surrounding animal welfare in livestock systems. The aim of this work was to study rabbit growth, health and behaviour according to genetic type and pasture-area size. We distributed 192 weaned rabbits into two groups differing in rangeable pasture size, i.e. large pasture (LP): 60 m² (n =4 × 24), and small pasture (SP): 30 m² (n = 4 × 24). Each group contained half Californian 1001 × New-Zealand 1777 rabbits (1001) and half PS119 × New-Zealand 1777 rabbits (PS119). Rabbit growth and morbidity were measured individually weekly for 36 days (from 31 to 67 days of age). Rabbit behaviour was assessed three times a day on days 44, 58 and 70 by direct visual scan and use of space was evaluated six times a week, through rabbit spatial distribution. Finally, amount of corticosterone was measured in hair samples from 18 rabbits of each genotype in LP and SP at day 72. 
Notable findings: PS119 rabbits were heavier than 1001 rabbits at day 67 (2444 vs 2113 g, respectively; P < 0.05) but we observed no effect of genotype on mortality nor morbidity. Animals expressed a large variety of specific behaviours on pastures, with grazing and resting being predominant. We found a lower level of corticosterone in PS119 rabbits than in 1001 rabbits (2.19 vs 6.34 pg per mg of hair, respectively; P < 0.05). 
Conclusion: This study found that a 60-m² pasture for 24 rabbits enables the animals to express grazing for the entire fattening period. Rabbit genotype was found to influenced some of their behaviour.  
The present data set could be use to compare a future trial done in a different season in order to validate or discredit the fact that a 60 m² pasture for 24 rabbits enables them to express grazing continuously over the whole growing period without any impact on their growth and their health. Genotype chosen here in this trial could be also used as a comparison with a different genotype on the previous quoted parameters. 
The precise description of the data can be found in "Read_me_Metadata_Mendeley.txt" file. The data can be easily used with  R software (https://www.r-project.org/).
DOI: 10.5281/zenodo.7340698
title: Qatar Peninsula' High Vulnerability to Oil Spills and its Implication for the Potential Disruption in Global Gas Supply (Datasets)

description: Outputs of oil spill dispersal simulations performed backward in time using OpenDrift for the following study: Anselain, T., Heggy, E., Dobbelaere, T., & Hanert, E. (2022). Qatar Peninsula’ High Vulnerability to Oil Spills and its Implication for the Potential Disruption in Global Gas Supply. <em>Nature Sustainability</em>. In press.
DOI: 10.5281/zenodo.7340697
title: Qatar Peninsula' High Vulnerability to Oil Spills and its Implication for the Potential Disruption in Global Gas Supply (Datasets)

description: Outputs of oil spill dispersal simulations performed backward in time using OpenDrift for the following study: Anselain, T., Heggy, E., Dobbelaere, T., & Hanert, E. (2022). Qatar Peninsula’ High Vulnerability to Oil Spills and its Implication for the Potential Disruption in Global Gas Supply. <em>Nature Sustainability</em>. In press.
DOI: 10.6084/m9.figshare.21523485
title: Lessons from a community-based death review of patients with tuberculosis from western India

description: Background: Understanding factors leading to death following the onset of symptoms of tuberculosis (TB) is important to predict prognosis among patients with TB. With aiming the End TB strategy, mortality is declining not as expected globally and in India. Although India is one of the highest incidence countries globally, India lacks evidence of understanding of the factors for TB death. Thus, this study aims to document the characteristics of deaths due to TB in the Western state of India. Methods: About 74 deaths were randomly documented from 7 different geographic regions of Gujarat through a community-based death review from Oct 2021 to February 2022. The trained researchers administered a semi-structured questionnaire to capture the demographic, socioeconomic, history of comorbidity and addiction, medical history, case rec<strong>ords, and chronology of events preceding death.</strong> Results: Most deaths happened within 24 weeks from the onset of symptoms, which reduced to half (12 weeks) in the other cascades, i.e., diagnosis and treatment initiation to the death. Out of 74 reviewed deaths, 47 (64%) deaths had the cause of death as TB, with an average duration of 87 days from onset of symptoms to death. The study observed the time, place, and person distribution on different epidemiological parameters. While analyzing narratives from the relative, the gaps between the system (service provider) and demand (patient perspective) sides were synthesized. Conclusion: It is recommended to conduct such kind of community-based death reviews in the routine practices of the National TB Elimination Program to ensure the appropriate review of the underlying causes of deaths due to TB. The matrix developed in this study is easy to replicate in any other death reviews to understand the intercept of the supply-demand side determinants for the deaths.