cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7294/21543108.v1
title: Caribbean Evaporative Demand Drought Index

description: ERA5-Land derived pentad evaporative demand drought index (EDDI) for the Caribbean from 1981-2021. EDDI is calculated following Hobbins et al. 2016 and the underlying input data are acquired from ERA5-Land (Muñoz-Sabater 2021). This version of EDDI calculates hourly ASCE reference evapotranspiration for a short reference surface following Allen et al. 2005. Leap days have been removed. <br> This dataset was produced by first creating hourly reference evapotranspiration for a short reference crop for every grid point in the study domain following the equations laid out in Allen et al. 2005. <br> Allen, R. G., I. A. Walter, R. L. Elliott, T. A. Howell, D. Itenfisu, M. E. Jensen, and R. L. Snyder, eds., 2005: The ASCE Standardized Reference Evapotranspiration Equation. American Society of Civil Engineers. <br> EDDI was calculated using 5-day (e.g. pentad) accumulated reference ET following Hobbins et al. 2016. <br> Hobbins, M. T., Wood, A., McEvoy, D. J., Huntington, J. L., Morton, C., Anderson, M., & Hain, C. (2016). The Evaporative Demand Drought Index. Part I: Linking Drought Evolution to Variations in Evaporative Demand, <em>Journal of Hydrometeorology</em>, <em>17</em>(6), 1745-1761. https://journals.ametsoc.org/view/journals/hydr/17/6/jhm-d-15-0121_1.xml <br> For more information regarding the hourly ERA5-Land inputs to the reference ET equations, please see Munoz-Sabater et al. 2021. <br> J. Muñoz-Sabater, Dutra, E., Agustí-Panareda, A., Albergel, C., Arduini, G., Balsamo, G., Boussetta, S., Choulga, M., Harrigan, S., Hersbach, H., Martens, B., Miralles, D. G., Piles, M., Rodríguez-Fernández, N. J., Zsoter, E., Buontempo, C., and Thépaut, J.-N.: ERA5-Land: A state-of-the-art global reanalysis dataset for land applications, Earth Syst. Sci. Data,13, 4349–4383, 2021. https://doi.org/10.5194/essd-13-4349-2021. <br> <br>
DOI: 10.5281/zenodo.8381382
title: Next-generation sequencing of AAV.CAP-Mac from Chuapoco et al. (2023) Nature Nanotechnology

description: Dataset of next-generation sequencing of enrichment of AAV.CAP-Mac in various tissues from the publication: Chuapoco, M.R., Flytzanis, N.C., Goeden, N. <em>et al.</em> Adeno-associated viral vectors for functional intravenous gene transfer throughout the non-human primate brain. <em>Nat. Nanotechnol.</em> (2023). https://doi.org/10.1038/s41565-023-01419-x
description: This work was funded by grants from the National Institutes of Health (NIH): NIH Pioneer DP1NS111369 (to V.G.); P51OD011107 (to the California National Primate Research Center), R01HD091325 (to L.T.); U19NS123719 (to L.T.); UG3MH120095 (to J.T.T. and B.P.L.); P51OD010425 (to the Washington National Primate Research Center); U42OD011123 (to the Washington National Primate Research Center); BRAIN Armamentarium UF1MH128336 (to V.G., T.F.S., L.T. and A.S.F.), and in part by Aligning Science Across Parkinson's (ASAP-020495 to V.G., A.S.F. and L.T.) through the Michael J. Fox Foundation for Parkinson's Research (MJFF).
DOI: 10.5281/zenodo.8381383
title: Next-generation sequencing of AAV.CAP-Mac from Chuapoco et al. (2023) Nature Nanotechnology

description: Dataset of next-generation sequencing of enrichment of AAV.CAP-Mac in various tissues from the publication: Chuapoco, M.R., Flytzanis, N.C., Goeden, N. <em>et al.</em> Adeno-associated viral vectors for functional intravenous gene transfer throughout the non-human primate brain. <em>Nat. Nanotechnol.</em> (2023). https://doi.org/10.1038/s41565-023-01419-x
description: This work was funded by grants from the National Institutes of Health (NIH): NIH Pioneer DP1NS111369 (to V.G.); P51OD011107 (to the California National Primate Research Center), R01HD091325 (to L.T.); U19NS123719 (to L.T.); UG3MH120095 (to J.T.T. and B.P.L.); P51OD010425 (to the Washington National Primate Research Center); U42OD011123 (to the Washington National Primate Research Center); BRAIN Armamentarium UF1MH128336 (to V.G., T.F.S., L.T. and A.S.F.), and in part by Aligning Science Across Parkinson's (ASAP-020495 to V.G., A.S.F. and L.T.) through the Michael J. Fox Foundation for Parkinson's Research (MJFF).
DOI: 10.18462/iir.icr.2023.0467
title: A novel approach to integrate cold energy storage in a vapour compression cycle.
DOI: 10.58119/ulg/qjj0sa/3zxveb
title: APN_description_english.pdf

description: :unav
DOI: 10.58119/ulg/qjj0sa/o5qjcb
title: APN_description_french.pdf

description: :unav
DOI: 10.58119/ulg/qjj0sa/1zpww9
title: SubordinationTags_APN.doc

description: :unav
DOI: 10.58119/ulg/qjj0sa/1wy0lc
title: MorphosyntacticTagsAPN.Doc

description: :unav
DOI: 10.58119/ulg/qjj0sa/6cl1vh
title: LASLA_Dictionary.pdf

description: :unav
DOI: 10.6084/m9.figshare.24212174
title: Spreadsheet of all data used in analyses performed for manuscript from Spectral composition of light-emitting diodes impacts aquatic and terrestrial invertebrate communities with potential implications for cross-ecosystem subsidies

description: Data sheets containing raw data for overall invertebrate abundance, total insect biomass, biomass and abundance data for top 5 most abundant insect families, individual insect biomass, original count data from each treatment site, lux readings at each treatment site, and proportional abundance used for all NMDS analyses.
DOI: 10.6084/m9.figshare.24212174.v1
title: Spreadsheet of all data used in analyses performed for manuscript from Spectral composition of light-emitting diodes impacts aquatic and terrestrial invertebrate communities with potential implications for cross-ecosystem subsidies

description: Data sheets containing raw data for overall invertebrate abundance, total insect biomass, biomass and abundance data for top 5 most abundant insect families, individual insect biomass, original count data from each treatment site, lux readings at each treatment site, and proportional abundance used for all NMDS analyses.
DOI: 10.6084/m9.figshare.24212177
title: Length and biomass calculation for 100 individual of top 5 most abundant taxa from Spectral composition of light-emitting diodes impacts aquatic and terrestrial invertebrate communities with potential implications for cross-ecosystem subsidies

description: Length measurements and individual biomass calculations for 100 individuals from each of the 5 most abundant insect families. This data was used to calculate average individual size per family.
DOI: 10.6084/m9.figshare.24212177.v1
title: Length and biomass calculation for 100 individual of top 5 most abundant taxa from Spectral composition of light-emitting diodes impacts aquatic and terrestrial invertebrate communities with potential implications for cross-ecosystem subsidies

description: Length measurements and individual biomass calculations for 100 individuals from each of the 5 most abundant insect families. This data was used to calculate average individual size per family.
DOI: 10.58119/ulg/qjj0sa/1pbdlr
title: 01Plautus_Plautus_Amphitruo_PlAmphi.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/ejsp9h
title: Cicero_PhilippicaOratio_CicPhi13.APN

description: :unav
DOI: 10.13140/rg.2.2.31467.72484
title: John Sloboda publications with online links - Sept 2023 (table version)
DOI: 10.13140/rg.2.2.14690.50885
title: John Sloboda publications with online links - Sept 2023 (table version)
DOI: 10.58119/ulg/qjj0sa/2okity
title: 31SenTragoediae_Seneca_Thyestes_SenThyes.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/lsfl6w
title: 25SenLuc75a99_Seneca_AdLuciliumEpistulaeMorales_SenEpist75a99.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/xb0upw
title: 37DeSenectute_Cicero_DeSenectute_CicSenec.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/u7g20u
title: 30SenTractatus_Seneca_DeVitaBeata_SenVitBe.APN

description: :unav
DOI: 10.5066/p9hndg4f
title: Mofete and San Vito geothermal field ore mineralization data

description: The Mofete and San Vito geothermal fields, located west of Naples, Italy, are part of the Campi Flegrei volcanic complex. A joint venture in the 1970s between AGIP and ENEL, the Italian National electric and petroleum utilities, respectively, drilled exploratory wells to a depth of ~3000 m in an attempt to locate high-enthalpy fluids for potential power production. Drill core samples from Mofete wells (MF1, MF2, and MF5) and from San Vito wells (SV1 and SV3) contain authigenic ore mineralization. Pyrite, pyrrhotite, and galena are abundant. Less common are chalcopyrite, sphalerite, arsenopyrite, scheelite, and rare are millerite, violarite, native bismuth, tellurobismuthite, cassiterite, molybdenite, and acanthite. Mineral chemistry was determined by electron microprobe wavelength dispersive spectroscopy aided by scanning electron microscope equipped with energy-dispersive spectroscopy. The mineral assemblage suggests a low sulfidation environment and the absence of pyrrhotite in the MF1 well and upper part of the SV1 well indicates variable sulfur activity. Scheelite in the SV3 well is zoned with variable Mo6+ content; low Mo6+ zones show blue cathodoluminescence, whereas, zones with high Mo6+ content are yellow to brown.
DOI: 10.58119/ulg/qjj0sa/8mw4of
title: 09HorCarm_Horatius_Carmina_HorCarm3.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/oxtb1w
title: 39Suetonius_Suetonius_VitaeCaesarum_SueVC06.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/s29s5p
title: Plautus_Aulularia_PlAulul.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/zky2id
title: 15Suetonius_VitaeCaesarum_SueVC10.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/tjrndb
title: 17Livius_Livius_AbVrbeCondita_TLiv09.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/bdrmem
title: 19Aeneis_Vergilius_Aeneis_VerAen07.APN

description: :unav
DOI: 10.58119/ulg/qjj0sa/xbbpx6
title: APN_description_english.pdf

description: :unav
DOI: 10.58119/ulg/qjj0sa/c8pzxi
title: APN_description_french.pdf

description: :unav
DOI: 10.18462/iir.icr.2023.0810
title: Dynamic numerical modelling of a single stage dual temperature R744 ejector-supported refrigeration unit for last mile delivery.
DOI: 10.34740/kaggle/dsv/6562820
title: COVID Vaccination in World (updated daily)
DOI: 10.18462/iir.icr.2023.0696
title: Operating strategies of an industrial R717 heat pump recovering waste heat of a chiller.
DOI: 10.5281/zenodo.8386756
title: Efficacy of an inflatable deterrent for reducing new world vulture human-wildlife conflict

description: An excel data spreadsheet used to determine the efficacy of inflatable scarecrows in deterring new world vultures from human-wildlife conflict sites, an excel data spreadsheet that includes variable descriptions. An second excel data spreadsheet that was used to determine if there was vulture selection of specific vehicle types and color and an excel data spreadsheet that includes variable descriptions.
description: File list VultureResponseInflatableScarecrows.csv VariableDescriptions_VultureResponseInflatableScarecrows.csv VultureVehicleUse.csv VariableDescriptions_VultureVehicleUse.csv File descriptions VultureResponseInflatableScarecrows.csv -- includes all of the data used to analyze vulture response to inflatable scarecrow equipment VariableDescriptions_VultureResponseInflatableScarecrows.csv – description of each column variable in the VultureResponseInflatableScarecrows.csv VultureVehicleUse.csv – includes all of the data used to analyze vulture selection of vehicle type and color. VariableDescriptions_VultureVehicleUse.csv – description of each column variable in the VultureVehicleUse.csv
DOI: 10.17031/65157dfc488e3
title: CPR Mixo dataset

description: Please contact djoh@mba.ac.uk for further information on using this dataset
DOI: 10.5281/zenodo.8386755
title: Efficacy of an inflatable deterrent for reducing new world vulture human-wildlife conflict

description: An excel data spreadsheet used to determine the efficacy of inflatable scarecrows in deterring new world vultures from human-wildlife conflict sites, an excel data spreadsheet that includes variable descriptions. An second excel data spreadsheet that was used to determine if there was vulture selection of specific vehicle types and color and an excel data spreadsheet that includes variable descriptions.
description: File list VultureResponseInflatableScarecrows.csv VariableDescriptions_VultureResponseInflatableScarecrows.csv VultureVehicleUse.csv VariableDescriptions_VultureVehicleUse.csv File descriptions VultureResponseInflatableScarecrows.csv -- includes all of the data used to analyze vulture response to inflatable scarecrow equipment VariableDescriptions_VultureResponseInflatableScarecrows.csv – description of each column variable in the VultureResponseInflatableScarecrows.csv VultureVehicleUse.csv – includes all of the data used to analyze vulture selection of vehicle type and color. VariableDescriptions_VultureVehicleUse.csv – description of each column variable in the VultureVehicleUse.csv
DOI: 10.34740/kaggle/dsv/6560418
title: K-Politician
DOI: 10.5281/zenodo.8383538
title: Complementary authentication of Chinese herbal products to treat endometriosis using DNA metabarcoding and HPTLC shows a high level of variability

description: Traditional Chinese Medicine (TCM) is popular for the treatment of endometriosis, a complex gynecological disease that affects 10% of women globally. The growing market for TCMs has yielded a significant incentive for product adulteration, and although emerging technologies show promise to improve their quality control, many challenges remain. We tested the authenticity of two traditional Chinese herbal formulae used in women’s healthcare for the treatment of endometriosis, known as <em>Gui Zhi Fu Ling Wan</em> (FL) and <em>Ge Xia Zhu Yu Tang</em> (GX). Dual-locus DNA metabarcoding analysis coupled with high-performance thin-layer chromatography (HPTLC) were used to authenticate 19 FL and six GX commercial herbal products, as well as three ad hoc prepared artificial mixtures. HPTLC was able to detect most of the expected ingredients via comparative component analysis. DNA metabarcoding was able to detect an unexpected species diversity in the products, including 38 unexpected taxa. Chromatography has resolution for all species indirectly through identification of marker compounds for the different species ingredients. Metabarcoding on the other hand yields an overview of species diversity in each sample, but interpretation of the results can be challenging. Detected species might not be present in quantities that matter, and without validated quantification some detected species can be hard to interpret. Comparative analysis of the two analytical approaches also reveals that DNA for species might be absent or too fragmented to amplify as the relevant chemical marker compounds can be detected but no amplicons assigned to the same species. Our study emphasizes that integrating DNA metabarcoding with phytochemical analysis brings valuable data for comprehensive authentication of Traditional Chinese Medicines ensuring their quality and safe use.
DOI: 10.5281/zenodo.8383537
title: Complementary authentication of Chinese herbal products to treat endometriosis using DNA metabarcoding and HPTLC shows a high level of variability

description: Traditional Chinese Medicine (TCM) is popular for the treatment of endometriosis, a complex gynecological disease that affects 10% of women globally. The growing market for TCMs has yielded a significant incentive for product adulteration, and although emerging technologies show promise to improve their quality control, many challenges remain. We tested the authenticity of two traditional Chinese herbal formulae used in women’s healthcare for the treatment of endometriosis, known as <em>Gui Zhi Fu Ling Wan</em> (FL) and <em>Ge Xia Zhu Yu Tang</em> (GX). Dual-locus DNA metabarcoding analysis coupled with high-performance thin-layer chromatography (HPTLC) were used to authenticate 19 FL and six GX commercial herbal products, as well as three ad hoc prepared artificial mixtures. HPTLC was able to detect most of the expected ingredients via comparative component analysis. DNA metabarcoding was able to detect an unexpected species diversity in the products, including 38 unexpected taxa. Chromatography has resolution for all species indirectly through identification of marker compounds for the different species ingredients. Metabarcoding on the other hand yields an overview of species diversity in each sample, but interpretation of the results can be challenging. Detected species might not be present in quantities that matter, and without validated quantification some detected species can be hard to interpret. Comparative analysis of the two analytical approaches also reveals that DNA for species might be absent or too fragmented to amplify as the relevant chemical marker compounds can be detected but no amplicons assigned to the same species. Our study emphasizes that integrating DNA metabarcoding with phytochemical analysis brings valuable data for comprehensive authentication of Traditional Chinese Medicines ensuring their quality and safe use.
DOI: 10.21227/zt4g-d266
title: DDA-GTN: large-scale drug repurposing on drug-gene-disease heterogenous association networks using graph transformers

description: Drug development is a process that is incredibly expensive and time-consuming. Computational drug repurposing can help to assign new indications for approved drugs. It is capable to reduce the cost of drug developments. Machine learning models have been introduced to repurpose drugs long before. Recent studies formulate computational drug repurposing problem as a latent link prediction task on a heterogenous network. A number of computational methods have been developed based on graph neural networks. We propose to use graph transformer networks to learn features of diseases, genes and drugs in a drug-gene-disease heterogenous network. By utilizing the power of graph transformer networks, we developed DDA-GTN method, which is capable of predicting latent associations between drugs and diseases on a drug-gene-disease heterogenous network containing thousands of drugs and thousands of diseases. As far as we can tell, the benchmarking dataset in this work is the largest drug-disease association dataset until today. DDA-GTN is the only method that can work with a network of this size. Comparisons indicate that DDA-GTN has a comparable or better performance than all state-of-the-art methods. DDA-GTN has an acceptable computational efficiency on both small dense networks and large sparse networks with a very small memory consumption. It is expected that DDA-GTN can be helpful in drug repurposing in practice. All dataset and codes for reproducing results in our work have been deposited in a public GitHub repository (https://github.com/Siriacc/DDA-GTN).
DOI: 10.15156/bio/sh0968898.09fu
title: SH0968898.09FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0968899.09fu
title: SH0968899.09FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0968900.09fu
title: SH0968900.09FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0968901.09fu
title: SH0968901.09FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.