cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive109609.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109610.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109611.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109612.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109613.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109614.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109615.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109616.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109617.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109618.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109619.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109620.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109621.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109622.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109623.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109624.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109625.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109626.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109627.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109628.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109629.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109630.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109631.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109632.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109633.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109634.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109635.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109636.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109637.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109638.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109639.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109640.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109641.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109642.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109643.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109644.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109645.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109646.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109647.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109648.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109649.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109650.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109651.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109652.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109653.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109654.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109655.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109656.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109657.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive109658.20230509.8
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.6084/m9.figshare.23902305
title: Procurement corruption

description: The Stata files above are for: Ugandan and Kenyan procurement datasets and the do-files.
DOI: 10.5281/zenodo.8111681
title: Datasets - Vallone 2023

description: Datasets: Public policies, Annual spending of lobbying organizations, Lobbying reports. https://zenodo.org/record/8111682 Data S1 - List of EU and US policies evaluated Data S2 - Annual spending of lobbying organizations Data S3 to S6 - Lobbying reports of incumbent (INC) and novel (NOV) sectors of EU and US Vallone and Lambin, Public policies and vested interests preserve the animal farming status quo at the expense of animal product analogs, One Earth (2023), https://doi.org/10.1016/j.oneear.2023.07.013
DOI: 10.5281/zenodo.8111682
title: Datasets - Vallone 2023

description: Datasets: Public policies, Annual spending of lobbying organizations, Lobbying reports. https://zenodo.org/record/8111682 Data S1 - List of EU and US policies evaluated Data S2 - Annual spending of lobbying organizations Data S3 to S6 - Lobbying reports of incumbent (INC) and novel (NOV) sectors of EU and US Vallone and Lambin, Public policies and vested interests preserve the animal farming status quo at the expense of animal product analogs, One Earth (2023), https://doi.org/10.1016/j.oneear.2023.07.013
DOI: 10.18112/openneuro.ds004626.v1.0.2
title: Can we dissociate hypervigilance to social threats from altered perceptual decision-making processes in lonely individuals? An exploration with Drift Diffusion Modelling and EEG event-related potentials.
DOI: 10.6075/j0bz666n
title: Data from: A climate vulnerability assessment of cultural heritage in the La Fortaleza and San Juan National Historic Site World Heritage Site

description: Climate change poses a threat not only to the environmental and physical aspects of the places where people live, but also to their identities and ways of living, as well as those of the communities around them. Conducted as part of the requirements of the Master of Advanced Studies in Marine Biodiversity and Conservation at Scripps Institution of Oceanography (SIO), this capstone project consists of a climate vulnerability assessment of the La Fortaleza and San Juan National Historic Site World Heritage Site in Puerto Rico, based on a literature review of existing scientific data. Its purpose is to inform a broader effort led by SIO’s Human Ecology Lab, which will complement this top-down approach with a bottom-up assessment of climate change threats to the area based on the perspectives of local stakeholders. This project includes two products: a full climate vulnerability assessment available on e-Scholarship and an online summary of its main findings with interactive maps, which can be found at https://arcg.is/1quumK. Ultimately, this project contributes to the ongoing development of a climate vulnerability assessment tool for cultural heritage that can be used independently by stakeholders to meaningfully assess the vulnerability of their own cultural heritage to climate change through a decentralized process that can inspire local climate action, inform decision-making at different levels, and be repeated consistently as the components of vulnerability change over time. Five main climate change threats relevant to Puerto Rico were covered: increasing temperatures, decreasing precipitation, ocean acidification, sea level rise, and more frequent and intense storms. As the last two are drivers of increased coastal flooding, an analysis of different coastal flooding scenarios based on geographic information system datasets available online is also presented to provide a visual indication of the impacts expected. The data set included here contains separate layers for sea level rise from NOAA's Sea Level Rise Viewer Tool, and layers for other relevant variables produced by the Coastal Resilience Evaluation and Siting Tool (CREST), acquired in Spring 2023. ArcGIS Pro was used to overlay the coastal flooding datasets found with the geographical boundaries of the La Fortaleza and San Juan National Historic Site World Heritage Site, according to the most recent boundary modification adopted by UNESCO in 2016. This analysis made it possible to quantify the area of the La Fortaleza and San Juan National Historic Site World Heritage Site affected under different scenarios and to identify which locations within the site are most threatened.
description: ArcGIS Pro 2.9.5
DOI: 10.6073/pasta/bfbe27bc250c8f1739e0692fa24e8247
title: Tree Survey Database of the WVU Forest Megaplot at Summit Bechtel Reserve

description: These are data from the initial tree census of the 18-hectare (400m x 500m, with 20m x 20m subplots) WVU Forest Megaplot at Summit Bechtel Reserve in Fayette County, West Virginia. West Virginia University (WVU) faculty and students completed the census during 2018-2022, recording the geographic position, diameter at breast height (DBH), and species of all trees greater than 5cm DBH. These data describing the initial census and analysis of spatial patterns in above ground carbon stocks are complete, and are fully described in the associated 2023 WVU thesis by Megan Ponczek, which is planned to be submitted for peer-reviewed publication. The WVU researchers plan to re-census the plot approximately every five years in order to monitor changes in carbon stocks.
DOI: 10.6084/m9.figshare.23902341
title: Energy Security Dataset

description: A data set of socioeconomic factors that are associated with energy insecurity.
DOI: 10.5281/zenodo.8219720
title: Creating speech zones with self-distributing acoustic swarms (Simulated + Clutter)

description: Datasets used in the paper: "Creating speech zones with self-distributing acoustic swarms" This deposit contains 2 distinct datasets: A dataset of speech mixtures containing 2-5 speakers simulated using PyRoomAcoustics. The dataset consists of 8000 training mixtures, 500 validation mixtures and 1000 testing mixtures. A dataset of speech mixtures containing 3-5 speakers created from synchronized recordings in reverberant rooms with objects cluttering the table. The dataset consists of 500 testing mixtures. The source sounds are various utterances from the VCTK dataset. For real world data, the utterances are played over a Rokono Bass+ Mini Speaker. The recordings are captured from an array of 7 microphones, as they are recorded by our robotic swarm as it is distributed across the table. The recorded audio in the real world has been subjected to audio compression and decompression using the Opus Codec to enable multiple simultaneous streams. Please see the Readme for more infromation. Please see related identifiers for other datasets.
DOI: 10.5281/zenodo.8219719
title: Creating speech zones with self-distributing acoustic swarms (Simulated + Clutter)

description: Datasets used in the paper: "Creating speech zones with self-distributing acoustic swarms" This deposit contains 2 distinct datasets: A dataset of speech mixtures containing 2-5 speakers simulated using PyRoomAcoustics. The dataset consists of 8000 training mixtures, 500 validation mixtures and 1000 testing mixtures. A dataset of speech mixtures containing 3-5 speakers created from synchronized recordings in reverberant rooms with objects cluttering the table. The dataset consists of 500 testing mixtures. The source sounds are various utterances from the VCTK dataset. For real world data, the utterances are played over a Rokono Bass+ Mini Speaker. The recordings are captured from an array of 7 microphones, as they are recorded by our robotic swarm as it is distributed across the table. The recorded audio in the real world has been subjected to audio compression and decompression using the Opus Codec to enable multiple simultaneous streams. Please see the Readme for more infromation. Please see related identifiers for other datasets.
DOI: 10.5281/zenodo.8222714
title: Creating speech zones with self-distributing acoustic swarms (Augmented Dataset Part 1 of 2)

description: Datasets used in the paper: "Creating speech zones with self-distributing acoustic swarms" This deposit contains the <strong>first</strong> part of the augmented dataset containing simulated and real world collected data. The datasets contains 18000 training mixtures of 3-5 speakers, of which 6000 are simulated using PyRoomAcoustics, 6000 are created from synchronized real world recordings in an anechoic chamber, and 6000 are created from synchronized recordings in ordinary reverberant rooms. It also includes a validation set of 500 mixtures from reverberant rooms, and a testing set of 1000 mixtures from reverberant rooms. The source sounds are various utterances from the VCTK dataset. For real world data, the utterances are played over a Rokono Bass+ Mini Speaker. The recordings are captured from an array of 7 microphones, as they are recorded by our robotic swarm as it is distributed across the table. The recorded audio in the real world has been subjected to audio compression and decompression using the Opus Codec to enable multiple simultaneous streams. You must download <strong>both</strong> the first and the second part of this dataset in order to use it properly. To uncompress the two datasets, download both and execute: ```cat *.tar.gz.* | tar xvfz -``` Please see the Readme for more information. Please see related identifiers for other datasets.
DOI: 10.5281/zenodo.8222713
title: Creating speech zones with self-distributing acoustic swarms (Augmented Dataset Part 1 of 2)

description: Datasets used in the paper: "Creating speech zones with self-distributing acoustic swarms" This deposit contains the <strong>first</strong> part of the augmented dataset containing simulated and real world collected data. The datasets contains 18000 training mixtures of 3-5 speakers, of which 6000 are simulated using PyRoomAcoustics, 6000 are created from synchronized real world recordings in an anechoic chamber, and 6000 are created from synchronized recordings in ordinary reverberant rooms. It also includes a validation set of 500 mixtures from reverberant rooms, and a testing set of 1000 mixtures from reverberant rooms. The source sounds are various utterances from the VCTK dataset. For real world data, the utterances are played over a Rokono Bass+ Mini Speaker. The recordings are captured from an array of 7 microphones, as they are recorded by our robotic swarm as it is distributed across the table. The recorded audio in the real world has been subjected to audio compression and decompression using the Opus Codec to enable multiple simultaneous streams. You must download <strong>both</strong> the first and the second part of this dataset in order to use it properly. To uncompress the two datasets, download both and execute: ```cat *.tar.gz.* | tar xvfz -``` Please see the Readme for more information. Please see related identifiers for other datasets.
DOI: 10.5281/zenodo.8222784
title: Creating speech zones with self-distributing acoustic swarms (Augmented Dataset Part 2 of 2)

description: Datasets used in the paper: "Creating speech zones with self-distributing acoustic swarms" This deposit contains the <strong>second</strong> part of the augmented dataset containing simulated and real world collected data. The datasets contains 18000 training mixtures of 3-5 speakers, of which 6000 are simulated using PyRoomAcoustics, 6000 are created from synchronized real world recordings in an anechoic chamber, and 6000 are created from synchronized recordings in ordinary reverberant rooms. It also includes a validation set of 500 mixtures from reverberant rooms, and a testing set of 1000 mixtures from reverberant rooms. The source sounds are various utterances from the VCTK dataset. For real world data, the utterances are played over a Rokono Bass+ Mini Speaker. The recordings are captured from an array of 7 microphones, as they are recorded by our robotic swarm as it is distributed across the table. The recorded audio in the real world has been subjected to audio compression and decompression using the Opus Codec to enable multiple simultaneous streams. You must download <strong>both</strong> the first and the second part of this dataset in order to use it properly. To uncompress the two datasets, download both and execute: ```cat *.tar.gz.* | tar xvfz -``` Please see the Readme for more information. Please see related identifiers for other datasets.