cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23551421.v1
title: U-Pb and Ar-Ar geochronological constraints on timing of deformation and peak metamorphism in the Central Africa Orogenic Belt, Yaoundé Domain, Cameroon

description: The Central Africa Orogenic Belt (CAOB) and the Transaharan and Sergipano belts form a major West Gondwana suturing orogen affected by D<sub>1</sub>–D<sub>4</sub> compressional deformation. Microstructural observations, mineral chemistry, zircon, and titanite laser ablation ICP-MS U-Pb dating, and biotite, muscovite, and K-feldspar <sup>40</sup>Ar-<sup>39</sup>Ar age data are used to constrain the timing of rocks formation and D<sub>1</sub>–D<sub>4</sub> events in the Yaoundé Domain of the CAOB, as well as characterize the Neoproterozoic-Cambrian transition. The Yaoundé Domain rocks were deposited on a pre-Neoproterozoic structure that was overprinted by a c. 1000–700 Ma mega arc/back-arc system and related Tonian to Ediacaran magmatism. Older U-Pb dates (1000 up to 2700 Ma) are inheritance from a pre-existing crust. The D<sub>1</sub>–D<sub>4</sub> compressional events relate to the inversion of the c. 1000–700 Ma mega-rift system. New dates at c. 700 Ma, c. 630 Ma, c. 580–555 Ma constrain the timing of D<sub>1</sub>, D<sub>2</sub>, D<sub>3</sub>+D<sub>4</sub>, respectively. The peak of accompanying metamorphism occurred at 614 ± 4 Ma during D<sub>2</sub>. This was followed by a c. 115 Ma period of deformation-driven crustal exhumation and cooling that extended into the Cambrian. New data document short episodes of rapid denudation and cooling (up to 0.9 km/Ma and 40°C/Ma at c. 578 Ma in gneiss and up to 5 km/Ma and &gt;125°C/Ma at c. 555 Ma in micaschist). It is proposed that the CAOB and correlative belts are parts of the orogenic hinterland formed from accretion and collision between the West African Craton and the Sahara Metacraton precursor. The correlated belts appear to represent the result of a protracted tectono-metamorphic and magmatic process that started in late Mesoproterozoic (c. 1167 Ma) and continued through the Neoproterozoic to the Cambrian (c. 500 Ma).
DOI: 10.6084/m9.figshare.23544547
title: Possible partial melting and production of felsic melt in a Jurassic oceanic plateau of the Izanagi Plate: Insights from 159 Ma plagiogranites from northern Japan

description: A small tonalite – dacite body has been discovered in the Nakanogawa Group, Hidaka Belt, northern Japan, which is a Palaeogene subduction complex formed in the palaeo-Japan trench along the northeastern margin of Eurasia. The tonalites are characterized by extremely low K<sub>2</sub>O (0.2–0.3 wt.%) and relatively flat chondrite-normalized rare earth element patterns (La/Yb<sub>[N]</sub> ~2.3), similar to plagiogranites in ophiolites. The major-and trace-element characteristics are consistent with low-pressure partial melting of oceanic crust outside the garnet stability field. Zircon U – Pb dating of the tonalite yielded a weighted-mean <sup>206</sup>Pb/<sup>238</sup>U age of 159.1 ± 1.6 Ma. Late Jurassic oceanic plateau-type basaltic rocks with a small amount of plagiogranitic rocks are distributed sporadically in subduction complexes along the palaeo-Japan arc – trench system. A similar zircon U – Pb age (151.6 ± 1.8 Ma) has been reported for greenstone in the Cretaceous subduction complex along the palaeo-Kuril arc – trench system. The tonalite – dacite block was probably derived from the subduction complex at the junction of the palaeo-Japan and -Kuril arc – trench systems. Thus, the greenstones and the tonalite body were likely part of a large oceanic plateau, which formed at the Izanagi – Pacific–Farallon ridge triple junction during the Late Jurassic – Early Cretaceous.
DOI: 10.6084/m9.figshare.23544547.v1
title: Possible partial melting and production of felsic melt in a Jurassic oceanic plateau of the Izanagi Plate: Insights from 159 Ma plagiogranites from northern Japan

description: A small tonalite – dacite body has been discovered in the Nakanogawa Group, Hidaka Belt, northern Japan, which is a Palaeogene subduction complex formed in the palaeo-Japan trench along the northeastern margin of Eurasia. The tonalites are characterized by extremely low K<sub>2</sub>O (0.2–0.3 wt.%) and relatively flat chondrite-normalized rare earth element patterns (La/Yb<sub>[N]</sub> ~2.3), similar to plagiogranites in ophiolites. The major-and trace-element characteristics are consistent with low-pressure partial melting of oceanic crust outside the garnet stability field. Zircon U – Pb dating of the tonalite yielded a weighted-mean <sup>206</sup>Pb/<sup>238</sup>U age of 159.1 ± 1.6 Ma. Late Jurassic oceanic plateau-type basaltic rocks with a small amount of plagiogranitic rocks are distributed sporadically in subduction complexes along the palaeo-Japan arc – trench system. A similar zircon U – Pb age (151.6 ± 1.8 Ma) has been reported for greenstone in the Cretaceous subduction complex along the palaeo-Kuril arc – trench system. The tonalite – dacite block was probably derived from the subduction complex at the junction of the palaeo-Japan and -Kuril arc – trench systems. Thus, the greenstones and the tonalite body were likely part of a large oceanic plateau, which formed at the Izanagi – Pacific–Farallon ridge triple junction during the Late Jurassic – Early Cretaceous.
DOI: 10.5281/zenodo.10551263
title: A test for restricted submissions

description: The greatest desciption ever
DOI: 10.5281/zenodo.10551264
title: A test for restricted submissions

description: The greatest desciption ever
DOI: 10.5281/zenodo.10278229
title: Organoid Basic

description: Segmented microscopy imaging dataset of human intestinal organoids. The organoids are derived from healthy induviduals and induviduals with Cystic Fibrosis.

Dataset is split into train, validation (val), and evaluation/test (eval) subsets.
DOI: 10.5281/zenodo.10278228
title: Organoid Basic

description: Segmented microscopy imaging dataset of human intestinal organoids. The organoids are derived from healthy induviduals and induviduals with Cystic Fibrosis.

Dataset is split into train, validation (val), and evaluation/test (eval) subsets.
DOI: 10.25934/pr00001471.3
title: Available IPD datapackage for study 'A Phase 3, Randomized, Double-Blind, Placebo-Controlled Study of Abiraterone Acetate (CB7630) Plus Prednisone in Patients With Metastatic Castration-Resistant Prostate Cancer Who Have Failed Docetaxel-Based Chemotherapy'

description: This is a phase 3 study to compare the clinical benefit of abiraterone acetate plus prednisone with placebo plus prednisone in patients with metastatic castration-resistant prostate cancer (CRPC) who have failed one or two chemotherapy regimens. At least one of the previous chemotherapies must have contained docetaxel.
DOI: 10.6084/m9.figshare.24559243
title: Table S5. <b>Summary of horizontally transferred genes in </b><b><i>Mycena</i></b><b> spp.</b>

description: Mycena comparative genomics.
DOI: 10.6084/m9.figshare.24559243.v2
title: Table S5. <b>Summary of horizontally transferred genes in </b><b><i>Mycena</i></b><b> spp.</b>

description: Mycena comparative genomics.
DOI: 10.6084/m9.figshare.24559243.v1
title: Table S5. <b>Summary of horizontally transferred genes in </b><b><i>Mycena</i></b><b> spp.</b>

description: Mycena comparative genomics.
DOI: 10.15151/esrf-dc-1469056909
title: USAXS WAXS data of palm oil under the processing conditions FC-20 and SC-25

description: For details and correct frame numbers to use, please contact the author of this dataset via fien.dewitte@ugent.be
DOI: 10.5281/zenodo.10549868
title: (dataset) Quantifying athermal recombination corrected radiation damage in ion irradiated Fe and W utilizing the SRIM code

description: Data and code in support of manuscript:

"Quantifying athermal recombination corrected radiation damage in ion irradiated Fe and W utilizing the SRIM code",  submitted to 31st symposium proceedings of the Hellenic Nuclear Physics Society.

Here all data and scripts can be found inside corresponding files. For further details, refer to README_HNPS.md.
DOI: 10.6084/m9.figshare.25039901
title: Geo-referenced microsatellite data for <i>Andrena cineraria</i> and <i>Bombylius major</i> in Luxembourg and SIMUPOP simulation scripts

description: Microsat.zip folder contains the 25-loci genotypes for the greater bee fly (<i>Bombylius major</i>, N=591) and the ashy mining bee (<i>Andrena cineraria</i>, N=182) in Luxembourg. For<i> A. cineraria</i>, two different genotyping datasets were produced; the first defined alleles based on the length of sequences (length-only data, LO), and the second defined allelic variants in terms of the occurrence of SNPs within each length class (sequence-information data, SI). Data are provided in genpop format, the first population corresponds to the rural sample, the second to the urban sample. Sample coordinates are provided in separate files. The SIMUPOP.zip folder contains the python and unix scripts employed to run the SIMUPOP simulations. These scripts were originally developed by Dr Diane Bailleul and subsequently modified by Dr Yacine Ben Chehida. Here, only small modifications and corrections were made to adapt the simulations to the study system of the present study.The data were analysed in the context of the article: "<b>Genetic connectivity is maintained in two insect pollinators across a human-altered landscape</b>" published in Insect Conservation and Diversity.
DOI: 10.6084/m9.figshare.25039901.v1
title: Geo-referenced microsatellite data for <i>Andrena cineraria</i> and <i>Bombylius major</i> in Luxembourg and SIMUPOP simulation scripts

description: Microsat.zip folder contains the 25-loci genotypes for the greater bee fly (<i>Bombylius major</i>, N=591) and the ashy mining bee (<i>Andrena cineraria</i>, N=182) in Luxembourg. For<i> A. cineraria</i>, two different genotyping datasets were produced; the first defined alleles based on the length of sequences (length-only data, LO), and the second defined allelic variants in terms of the occurrence of SNPs within each length class (sequence-information data, SI). Data are provided in genpop format, the first population corresponds to the rural sample, the second to the urban sample. Sample coordinates are provided in separate files. The SIMUPOP.zip folder contains the python and unix scripts employed to run the SIMUPOP simulations. These scripts were originally developed by Dr Diane Bailleul and subsequently modified by Dr Yacine Ben Chehida. Here, only small modifications and corrections were made to adapt the simulations to the study system of the present study.The data were analysed in the context of the article: "<b>Genetic connectivity is maintained in two insect pollinators across a human-altered landscape</b>" published in Insect Conservation and Diversity.
DOI: 10.5281/zenodo.10551155
title: Galectin-3 MD simulation trajectories.
DOI: 10.5281/zenodo.10551154
title: Galectin-3 MD simulation trajectories.
DOI: 10.5281/zenodo.8370668
title: ODSS: An Open Dataset of Synthetic Speech

description: ODSS is a multilingual, multispeaker dataset of synthetic and natural speech, designed to foster research and benchmarking of novel studies on synthetic speech detection. 


ODSS comprises audio utterances generated from text by state-of-the-art synthesis methods, paired with their corresponding natural counterparts. The synthetic audio data includes several languages, with an equal representation of genders.


Natural and synthetic speech audio files within ODSS are released under the CC-BY-SA 4.0 license: Usage, extension and redistribution by the research community are strongly encouraged.
DOI: 10.5281/zenodo.8370669
title: ODSS: An Open Dataset of Synthetic Speech

description: ODSS is a multilingual, multispeaker dataset of synthetic and natural speech, designed to foster research and benchmarking of novel studies on synthetic speech detection. 


ODSS comprises audio utterances generated from text by state-of-the-art synthesis methods, paired with their corresponding natural counterparts. The synthetic audio data includes several languages, with an equal representation of genders.


Natural and synthetic speech audio files within ODSS are released under the CC-BY-SA 4.0 license: Usage, extension and redistribution by the research community are strongly encouraged.
DOI: 10.3886/e183445
title: Data and Code for: REGULATING PRIVACY ONLINE: AN ECONOMIC EVALUATION OF THE GDPR

description: Code and non-confidential data for Regulation Privacy Online: An Economic Evaluation of the GDPR.<br><br>Modern websites rely on personal data to measure and improve their performance and to market to consumers. The European Union’s General Data Protection Regulation (GDPR) limited access to such personal data, with the goal of protecting consumer privacy. We examine the GDPR's impact on website pageviews and revenue for 1,084 diverse online firms using data from Adobe's website analytics platform. Among EU users, we find a reduction of approximately 12% in both website pageviews and e-commerce revenue, as recorded by the platform after the GDPR's enforcement deadline. We find evidence that the GDPR both reduced data recording and harmed real economic outcomes, and we derive bounds for the relative contribution of each explanation
DOI: 10.3886/e183445v1
title: Data and Code for: REGULATING PRIVACY ONLINE: AN ECONOMIC EVALUATION OF THE GDPR

description: Code and non-confidential data for Regulation Privacy Online: An Economic Evaluation of the GDPR.<br><br>Modern websites rely on personal data to measure and improve their performance and to market to consumers. The European Union’s General Data Protection Regulation (GDPR) limited access to such personal data, with the goal of protecting consumer privacy. We examine the GDPR's impact on website pageviews and revenue for 1,084 diverse online firms using data from Adobe's website analytics platform. Among EU users, we find a reduction of approximately 12% in both website pageviews and e-commerce revenue, as recorded by the platform after the GDPR's enforcement deadline. We find evidence that the GDPR both reduced data recording and harmed real economic outcomes, and we derive bounds for the relative contribution of each explanation
DOI: 10.5525/gla.researchdata.1577
title: Phenotypic profiling of solute carriers characterizes serine transport in cancer

description: Raw data files associated with the manuscript of the paper - https://www.nature.com/articles/s42255-023-00936-2
DOI: 10.5281/zenodo.7657018
title: yukimayuli-gmz/data: Two parts data used in our paper about Lpnet algorithm

description: Two parts data used in our paper about Lpnet algorithm:



the tree files, sequence alignments and distance matrices for the simulated data sets.

the distance matrices for the random distances.
DOI: 10.5281/zenodo.7657019
title: yukimayuli-gmz/data: Two parts data used in our paper about Lpnet algorithm

description: Two parts data used in our paper about Lpnet algorithm:



the tree files, sequence alignments and distance matrices for the simulated data sets.

the distance matrices for the random distances.
DOI: 10.5281/zenodo.10372916
title: BA44 Visium Human SC

description: Six example Visium arrays for the testing of GridNext -- a convolutional neural network for common coordinate registration of spatial transcriptomics data employing both image and count data.
DOI: 10.5281/zenodo.10372917
title: BA44 Visium Human SC

description: Six example Visium arrays for the testing of GridNext -- a convolutional neural network for common coordinate registration of spatial transcriptomics data employing both image and count data.
DOI: 10.5281/zenodo.7657012
title: yukimayuli-gmz/data: Two parts data used in our paper about Lpnet algorithm

description: The tree files, sequence alignments and distance matrices for the simulated data sets, as well as the distance matrices for the random distances are available at Two parts data used in our paper about Lpnet algorithm.
DOI: 10.5281/zenodo.7657013
title: yukimayuli-gmz/data: Two parts data used in our paper about Lpnet algorithm

description: The tree files, sequence alignments and distance matrices for the simulated data sets, as well as the distance matrices for the random distances are available at Two parts data used in our paper about Lpnet algorithm.
DOI: 10.5281/zenodo.8087823
title: Neural network ensembles and FEFF spectra for multi-modal small molecule chemical motif prediction

description: <strong>Data</strong> <strong>22-12-05-data</strong>: original molecular XANES data created from Ghose <em>et al.</em> <strong>23-04-26-ml-data</strong>: machine learning-ready data which is prepared in the format required by Crescendo. <strong>23-05-03-hp</strong>: hyper-parameter tuning results from 23-04-26-ml-data. <strong>23-05-05-ensembles</strong>: ensemble results from 23-04-26-ml-data. <strong>23-05-11-ml-data-CUTOFF8</strong>: a special machine learning-ready dataset constructed by a unique partitioning: only molecules with less than or equal to 8 atoms/molecule are used for training/validation, the rest are used for testing. <strong>Funding</strong> This research is based upon work supported by the U.S. Department of Energy, Office of Science, Office Basic Energy Sciences, under Award Number FWP PS-030. This research also used theory and computational resources of the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science User Facility, and the Scientific Data and Computing Center, a component of the Computational Science Initiative, at Brookhaven National Laboratory under Contract No. DE-SC0012704.
DOI: 10.3886/e183362
title: Data and Code for: The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from U.S. States

description: Data and code accompanying the article, "The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from U.S. States"
description: All U.S. states (and Washington, D.C.), except for Alaska and Hawaii
description: All U.S. states (and Washington, D.C.), except for Alaska and Hawaii. Smallest Geographic Unit: U.S. states
DOI: 10.3886/e183362v1
title: Data and Code for: The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from U.S. States

description: Data and code accompanying the article, "The Introduction of the Income Tax, Fiscal Capacity, and Migration: Evidence from U.S. States"
description: All U.S. states (and Washington, D.C.), except for Alaska and Hawaii
description: All U.S. states (and Washington, D.C.), except for Alaska and Hawaii. Smallest Geographic Unit: U.S. states
DOI: 10.5281/zenodo.10551358
title: Neural network ensembles and FEFF spectra for multi-modal small molecule chemical motif prediction

description: Data



22-12-05-data: original molecular XANES data created from Ghose et al.

23-04-26-ml-data: machine learning-ready data which is prepared in the format required by Crescendo.

23-05-03-hp: hyper-parameter tuning results from 23-04-26-ml-data.

23-05-05-ensembles: ensemble results from 23-04-26-ml-data.

23-05-11-ml-data-CUTOFF8: a special machine learning-ready dataset constructed by a unique partitioning: only molecules with less than or equal to 8 atoms/molecule are used for training/validation, the rest are used for testing.

23-12-06_torch_models: torch only models which can be easily used independently of our ML helper repository, Crescendo. Instead, it can be used with a few lines of code found in multimodal_molecules/core.py, in our GitHub respository.


Funding

This research is based upon work supported by the U.S. Department of Energy, Office of Science, Office Basic Energy Sciences, under Award Number FWP PS-030. This research also used theory and computational resources of the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science User Facility, and the Scientific Data and Computing Center, a component of the Computational Science Initiative, at Brookhaven National Laboratory under Contract No. DE-SC0012704.
DOI: 10.5281/zenodo.8087822
title: Neural network ensembles and FEFF spectra for multi-modal small molecule chemical motif prediction

description: Data



22-12-05-data: original molecular XANES data created from Ghose et al.

23-04-26-ml-data: machine learning-ready data which is prepared in the format required by Crescendo.

23-05-03-hp: hyper-parameter tuning results from 23-04-26-ml-data.

23-05-05-ensembles: ensemble results from 23-04-26-ml-data.

23-05-11-ml-data-CUTOFF8: a special machine learning-ready dataset constructed by a unique partitioning: only molecules with less than or equal to 8 atoms/molecule are used for training/validation, the rest are used for testing.

23-12-06_torch_models: torch only models which can be easily used independently of our ML helper repository, Crescendo. Instead, it can be used with a few lines of code found in multimodal_molecules/core.py, in our GitHub respository.


Funding

This research is based upon work supported by the U.S. Department of Energy, Office of Science, Office Basic Energy Sciences, under Award Number FWP PS-030. This research also used theory and computational resources of the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science User Facility, and the Scientific Data and Computing Center, a component of the Computational Science Initiative, at Brookhaven National Laboratory under Contract No. DE-SC0012704.
DOI: 10.6073/pasta/5a17b5da557de2d3a44096aab7a57be7
title: Wildlands of New England GIS Data 1900-2022

description: Wildlands in New England is the first U.S. study to map and characterize within one region all conserved lands that, by design, allow natural processes to unfold with no active management or intervention. These “forever wild lands” include federal Wilderness areas along with diverse public and private natural areas and reserves. Knowing the precise locations of Wildlands, their characteristics, and their protection status is important as both a baseline for advancing conservation initiatives and an urgent call to action for supporting nature and society. Wildlands play a unique role in the integrated approach to conservation and land planning advanced by the Wildlands, Woodlands, Farmlands & Communities (WWF&C) initiative, which calls for: at least 70 percent of the region to be protected forest; Wildlands to occupy at least 10 percent of the land; and all existing farmland to be permanently conserved. This research was conducted by WWF&C partners Harvard Forest (Harvard University), Highstead Foundation, and Northeast Wilderness Trust, in collaboration with over one hundred conservation organizations and municipal, state, and federal agencies.
 This dataset contains the Geographical Information System (GIS) polygon layer of Wildlands created by this project and used in all analyses for the 2023 report. Another GIS layer will be updated as new Wildlands are brought to our attention or created and will be available at https://wildlandsandwoodlands.org/ for researchers.