cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10507611
title: Linked collectors and determiners for: Taxonomic studies of Diospyros (Ebenaceae) from the Malagasy region. V. Synoptic revision of the Bernieriana group in Madagascar and the Comoro Islands.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic studies of Diospyros (Ebenaceae) from the Malagasy region. V. Synoptic revision of the Bernieriana group in Madagascar and the Comoro Islands". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/578cdd61-88f5-4677-a128-6c5ab7e37fe3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/578cdd61-88f5-4677-a128-6c5ab7e37fe3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507612
title: Linked collectors and determiners for: Taxonomic studies of Diospyros (Ebenaceae) from the Malagasy region. V. Synoptic revision of the Bernieriana group in Madagascar and the Comoro Islands.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic studies of Diospyros (Ebenaceae) from the Malagasy region. V. Synoptic revision of the Bernieriana group in Madagascar and the Comoro Islands". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/578cdd61-88f5-4677-a128-6c5ab7e37fe3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/578cdd61-88f5-4677-a128-6c5ab7e37fe3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10596279
title: Linked collectors and determiners for: Taxonomic studies of Diospyros (Ebenaceae) from the Malagasy region. V. Synoptic revision of the Bernieriana group in Madagascar and the Comoro Islands.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic studies of Diospyros (Ebenaceae) from the Malagasy region. V. Synoptic revision of the Bernieriana group in Madagascar and the Comoro Islands". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/578cdd61-88f5-4677-a128-6c5ab7e37fe3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/578cdd61-88f5-4677-a128-6c5ab7e37fe3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507605
title: Linked collectors and determiners for: A revision of the Malagasy species of Homalium sect. Blackwellia (Salicaceae).

description: Natural history specimen data linked to collectors and determiners held within, "A revision of the Malagasy species of Homalium sect. Blackwellia (Salicaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4c48979e-961e-4f52-aea5-35622edab76f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4c48979e-961e-4f52-aea5-35622edab76f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507606
title: Linked collectors and determiners for: A revision of the Malagasy species of Homalium sect. Blackwellia (Salicaceae).

description: Natural history specimen data linked to collectors and determiners held within, "A revision of the Malagasy species of Homalium sect. Blackwellia (Salicaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4c48979e-961e-4f52-aea5-35622edab76f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4c48979e-961e-4f52-aea5-35622edab76f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507619
title: Linked collectors and determiners for: New records of Hydraenidae and Elmidae (Coleoptera) from Russia and adjacent countries.

description: Natural history specimen data linked to collectors and determiners held within, "New records of Hydraenidae and Elmidae (Coleoptera) from Russia and adjacent countries". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/66e5a400-8a04-4a5f-aa46-a27fc3e453e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/66e5a400-8a04-4a5f-aa46-a27fc3e453e5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507620
title: Linked collectors and determiners for: New records of Hydraenidae and Elmidae (Coleoptera) from Russia and adjacent countries.

description: Natural history specimen data linked to collectors and determiners held within, "New records of Hydraenidae and Elmidae (Coleoptera) from Russia and adjacent countries". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/66e5a400-8a04-4a5f-aa46-a27fc3e453e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/66e5a400-8a04-4a5f-aa46-a27fc3e453e5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10595269
title: Linear to circular conversion in the polarized radio emission of a magnetar: Lovell Telescope data archive

description: This repository contains the Lovell Telescope data published as part of the Nature Astronomy paper: "Linear to circular conversion in the polarized radio emission of a magnetar". These data consist of time and frequency averaged polarization profiles of XTE J1810-197 observed by the 76-m Lovell Telescope at the Jodrell Bank Observatory. The files are readable using the PSRCHIVE package, see e.g. van Straten et al., Astronomical Research and Technology 9, 237 (2012).
description: Pulsar research at the Jodrell Bank Centre for Astrophysics and Jodrell Bank Observatory is supported by a consolidated grant from the UK Science and Technology Facilities Council (STFC). This research was funded partially by the Australian Government through the Australian Research Council (ARC) grant CE170100004 (OzGrav). R.M.S. acknowledges support through ARC Discovery Project DP220102305 and ARC Future Fellowship FT190100155. M.C. acknowledges support of an ARC Discovery Early Career Research Award DE220100819 funded by the Australian Government and the ARC Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D), through project number CE170100013. S.D. is the recipient of an ARC Discovery Early Career Award (DE210101738) funded by the Australian Government. D.L. acknowledges the National Natural Science Foundation of China #11988101. K.M.R. acknowledges support from the Vici research programme "ARGO" with project number 639.043.815, financed by the Dutch Research
DOI: 10.5281/zenodo.10595270
title: Linear to circular conversion in the polarized radio emission of a magnetar: Lovell Telescope data archive

description: This repository contains the Lovell Telescope data published as part of the Nature Astronomy paper: "Linear to circular conversion in the polarized radio emission of a magnetar". These data consist of time and frequency averaged polarization profiles of XTE J1810-197 observed by the 76-m Lovell Telescope at the Jodrell Bank Observatory. The files are readable using the PSRCHIVE package, see e.g. van Straten et al., Astronomical Research and Technology 9, 237 (2012).
description: Pulsar research at the Jodrell Bank Centre for Astrophysics and Jodrell Bank Observatory is supported by a consolidated grant from the UK Science and Technology Facilities Council (STFC). This research was funded partially by the Australian Government through the Australian Research Council (ARC) grant CE170100004 (OzGrav). R.M.S. acknowledges support through ARC Discovery Project DP220102305 and ARC Future Fellowship FT190100155. M.C. acknowledges support of an ARC Discovery Early Career Research Award DE220100819 funded by the Australian Government and the ARC Centre of Excellence for All Sky Astrophysics in 3 Dimensions (ASTRO 3D), through project number CE170100013. S.D. is the recipient of an ARC Discovery Early Career Award (DE210101738) funded by the Australian Government. D.L. acknowledges the National Natural Science Foundation of China #11988101. K.M.R. acknowledges support from the Vici research programme "ARGO" with project number 639.043.815, financed by the Dutch Research
DOI: 10.5281/zenodo.10596277
title: Linked collectors and determiners for: A revision of the Malagasy species of Homalium sect. Blackwellia (Salicaceae).

description: Natural history specimen data linked to collectors and determiners held within, "A revision of the Malagasy species of Homalium sect. Blackwellia (Salicaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4c48979e-961e-4f52-aea5-35622edab76f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4c48979e-961e-4f52-aea5-35622edab76f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10596282
title: Linked collectors and determiners for: New records of Hydraenidae and Elmidae (Coleoptera) from Russia and adjacent countries.

description: Natural history specimen data linked to collectors and determiners held within, "New records of Hydraenidae and Elmidae (Coleoptera) from Russia and adjacent countries". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/66e5a400-8a04-4a5f-aa46-a27fc3e453e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/66e5a400-8a04-4a5f-aa46-a27fc3e453e5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10596290
title: Linked collectors and determiners for: Revision of the genus Orictites ANDREWES, 1931 (Coleoptera, Carabidae, Clivinini).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the genus Orictites ANDREWES, 1931 (Coleoptera, Carabidae, Clivinini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8c468ca9-0ee3-4200-b5a3-6adfd98caaea using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8c468ca9-0ee3-4200-b5a3-6adfd98caaea. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507633
title: Linked collectors and determiners for: Revision of the genus Orictites ANDREWES, 1931 (Coleoptera, Carabidae, Clivinini).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the genus Orictites ANDREWES, 1931 (Coleoptera, Carabidae, Clivinini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8c468ca9-0ee3-4200-b5a3-6adfd98caaea using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8c468ca9-0ee3-4200-b5a3-6adfd98caaea. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507634
title: Linked collectors and determiners for: Revision of the genus Orictites ANDREWES, 1931 (Coleoptera, Carabidae, Clivinini).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the genus Orictites ANDREWES, 1931 (Coleoptera, Carabidae, Clivinini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8c468ca9-0ee3-4200-b5a3-6adfd98caaea using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8c468ca9-0ee3-4200-b5a3-6adfd98caaea. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10596291
title: Linked collectors and determiners for: About the identity of Cnicus firmus (Asteraceae, Cardueae).

description: Natural history specimen data linked to collectors and determiners held within, "About the identity of Cnicus firmus (Asteraceae, Cardueae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/90046aa3-442e-4049-983c-a2d37854b428 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/90046aa3-442e-4049-983c-a2d37854b428. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507635
title: Linked collectors and determiners for: About the identity of Cnicus firmus (Asteraceae, Cardueae).

description: Natural history specimen data linked to collectors and determiners held within, "About the identity of Cnicus firmus (Asteraceae, Cardueae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/90046aa3-442e-4049-983c-a2d37854b428 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/90046aa3-442e-4049-983c-a2d37854b428. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507636
title: Linked collectors and determiners for: About the identity of Cnicus firmus (Asteraceae, Cardueae).

description: Natural history specimen data linked to collectors and determiners held within, "About the identity of Cnicus firmus (Asteraceae, Cardueae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/90046aa3-442e-4049-983c-a2d37854b428 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/90046aa3-442e-4049-983c-a2d37854b428. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10596292
title: Linked collectors and determiners for: New combinations and typifications in Vitex (Lamiaceae) from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "New combinations and typifications in Vitex (Lamiaceae) from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/91d49f2b-3626-48e2-a670-f0865dec9865 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/91d49f2b-3626-48e2-a670-f0865dec9865. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507637
title: Linked collectors and determiners for: New combinations and typifications in Vitex (Lamiaceae) from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "New combinations and typifications in Vitex (Lamiaceae) from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/91d49f2b-3626-48e2-a670-f0865dec9865 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/91d49f2b-3626-48e2-a670-f0865dec9865. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507638
title: Linked collectors and determiners for: New combinations and typifications in Vitex (Lamiaceae) from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "New combinations and typifications in Vitex (Lamiaceae) from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/91d49f2b-3626-48e2-a670-f0865dec9865 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/91d49f2b-3626-48e2-a670-f0865dec9865. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507641
title: Linked collectors and determiners for: Survey of cuckoo wasps of Lebanon (Hymenoptera: Chrysididae) with description of four new species.

description: Natural history specimen data linked to collectors and determiners held within, "Survey of cuckoo wasps of Lebanon (Hymenoptera: Chrysididae) with description of four new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9b2df490-3cd7-40e5-b0ff-05a4291ad4bd using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9b2df490-3cd7-40e5-b0ff-05a4291ad4bd. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10507642
title: Linked collectors and determiners for: Survey of cuckoo wasps of Lebanon (Hymenoptera: Chrysididae) with description of four new species.

description: Natural history specimen data linked to collectors and determiners held within, "Survey of cuckoo wasps of Lebanon (Hymenoptera: Chrysididae) with description of four new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9b2df490-3cd7-40e5-b0ff-05a4291ad4bd using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9b2df490-3cd7-40e5-b0ff-05a4291ad4bd. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10596294
title: Linked collectors and determiners for: Survey of cuckoo wasps of Lebanon (Hymenoptera: Chrysididae) with description of four new species.

description: Natural history specimen data linked to collectors and determiners held within, "Survey of cuckoo wasps of Lebanon (Hymenoptera: Chrysididae) with description of four new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9b2df490-3cd7-40e5-b0ff-05a4291ad4bd using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9b2df490-3cd7-40e5-b0ff-05a4291ad4bd. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10589254
title: Origin, evolution, and diversification of inositol 1,4,5-trisphosphate 3-kinases in plants and animals
DOI: 10.5281/zenodo.10589255
title: Origin, evolution, and diversification of inositol 1,4,5-trisphosphate 3-kinases in plants and animals
DOI: 10.6084/m9.figshare.25037624.v1
title: Supplementary Data: Renewable H2 Production Economics - Influence of Electrolyser Performance

description: The database includes data collected and results generated from the "Renewable Hydrogen Production Economics - Influence of Electrolyser Performance" analysis by Last et al. in Oxford University Press 2024.The dataset includes:Excel sheet-based tools that were used to generate the results (LCOH forecasts).JPEGs of the figures in the publication.Word document summarizing techno-economic assumptions.Excel sheet summarizing the electrolyzer performance data collected from the literature.
DOI: 10.5281/zenodo.10596248
title: Breaking the Barriers: Machine Learning-based c-RASAR Approach for Accurate Blood-Brain Barrier Permeability Prediction

description: The intricate nature of the blood-brain barrier (BBB) poses a significant challenge in predicting drug permeability, crucial for assessing central nervous system (CNS) drug efficacy and safety. This research introduces an innovative approach, the Classification Read-Across Structure-Activity Relationship (c-RASAR) framework, leveraging machine learning to enhance the accuracy of BBB permeability predictions. The c-RASAR seamlessly integrates principles from both read-across and 2D QSAR methodologies, underscoring the need to consider similarity-related aspects during the development of the c-RASAR model. It is crucial to note that the primary goal of this research is not to introduce yet another model for predicting BBB permeability, but rather to showcase the refinement in predicting the BBB permeability of organic compounds through the introduction of a c-RASAR approach. This groundbreaking methodology aims to elevate the accuracy of assessing neuropharmacological implications and streamline the process of drug development. In this study, an ML-based c-RASAR LDA model was developed using a dataset of 7807 compounds, encompassing both BBB-permeable and non-permeable substances sourced from the B3DB database (freely accessible at https://github.com/theochem/B3DB), for predicting BBB permeability in lead discovery for CNS drugs. The model's predictive capability was then validated using two external sets: one containing 276518 natural products (NPs) from the LOTUS database (accessible from https://lotus.naturalproducts.net/download) for data gap filling, and another comprising 13002 drug-like/drug compounds from DrugBank database (available from https://go.drugbank.com/) to assess the model's reliability. Further diversifying the predictive arsenal, various other ML-based c-RASAR models were also developed for comparison purposes. The proposed c-RASAR framework emerged as a powerful tool for predicting BBB permeability. This research not only advances the understanding of molecular determinants influencing CNS drug permeability but also provides a versatile computational platform for the rapid assessment of diverse compounds, facilitating informed decision-making in drug development and design.
DOI: 10.5281/zenodo.10596249
title: Breaking the Barriers: Machine Learning-based c-RASAR Approach for Accurate Blood-Brain Barrier Permeability Prediction

description: The intricate nature of the blood-brain barrier (BBB) poses a significant challenge in predicting drug permeability, crucial for assessing central nervous system (CNS) drug efficacy and safety. This research introduces an innovative approach, the Classification Read-Across Structure-Activity Relationship (c-RASAR) framework, leveraging machine learning to enhance the accuracy of BBB permeability predictions. The c-RASAR seamlessly integrates principles from both read-across and 2D QSAR methodologies, underscoring the need to consider similarity-related aspects during the development of the c-RASAR model. It is crucial to note that the primary goal of this research is not to introduce yet another model for predicting BBB permeability, but rather to showcase the refinement in predicting the BBB permeability of organic compounds through the introduction of a c-RASAR approach. This groundbreaking methodology aims to elevate the accuracy of assessing neuropharmacological implications and streamline the process of drug development. In this study, an ML-based c-RASAR LDA model was developed using a dataset of 7807 compounds, encompassing both BBB-permeable and non-permeable substances sourced from the B3DB database (freely accessible at https://github.com/theochem/B3DB), for predicting BBB permeability in lead discovery for CNS drugs. The model's predictive capability was then validated using two external sets: one containing 276518 natural products (NPs) from the LOTUS database (accessible from https://lotus.naturalproducts.net/download) for data gap filling, and another comprising 13002 drug-like/drug compounds from DrugBank database (available from https://go.drugbank.com/) to assess the model's reliability. Further diversifying the predictive arsenal, various other ML-based c-RASAR models were also developed for comparison purposes. The proposed c-RASAR framework emerged as a powerful tool for predicting BBB permeability. This research not only advances the understanding of molecular determinants influencing CNS drug permeability but also provides a versatile computational platform for the rapid assessment of diverse compounds, facilitating informed decision-making in drug development and design.
DOI: 10.6084/m9.figshare.25037624
title: Supplementary Data: Renewable H2 Production Economics - Influence of Electrolyser Performance

description: The database includes data collected and results generated from the "Renewable Hydrogen Production Economics - Influence of Electrolyser Performance" analysis by Last et al. in Oxford University Press 2024.The dataset includes:Excel sheet-based tools that were used to generate the results (LCOH forecasts).JPEGs of the figures in the publication.Word document summarizing techno-economic assumptions.Excel sheet summarizing the electrolyzer performance data collected from the literature.