cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6728381
title: Der Photovoltaik- und Windflächenrechner - Geodaten Potenzialflächen

description: Potenzialflächen für Onshore-Windenergie und PV-Freiflächenanlagen aus der Webapplikation "Photovoltaik- und Windflächenrechner", entwickelt vom Reiner Lemoine Institut für Agora Energiewende mit Unterstützung der Reiner Lemoine Stiftung.


Eligible areas for onshore wind turbines and ground-mounted PV from the web application "Photovoltaik- und Windflächenrechner". Developed by the Reiner Lemoine Institute for Agora Energiewende with support of the Reiner Lemoine Foundation.



	
App: https://www.agora-energiewende.de/service/pv-und-windflaechenrechner/
	
Documentation on methods and input data: https://doi.org/10.5281/zenodo.4731920
	
Further information and contact: https://reiner-lemoine-institut.de/pv-windflaechenrechner/



Documentation see file Der_PV_und_Windflächenrechner-Geodaten_Potenzialflächen_v1.0.pdf 


License


The geodata provided here are made available under the Open Data Commons Open Database License 1.0 (ODbL-1.0). You are free: To Share, To Create, To Adapt; As long as you: Attribute, Share-Alike, Keep open!
DOI: 10.5517/ccdc.csd.cc2jksqm
title: CCDC 2340801: Experimental Crystal Structure Determination

description: Related Article: Sandip Chattopadhayay, Paras Wanjari, Pinaki Talukdar|2024|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6073/pasta/b9ade8a730255643c0b8f58c92486704
title: Ice Phenology Lake Auburn, Maine, USA, 1836-2022

description: This dataset contains ice phenology for Lake Auburn, Maine, USA from the ice season of 1835-1836 through 2021-2022. This dataset is maintained by the Auburn Water District/Lewiston Water Division. Ice-on data begin in the early 1950s.
DOI: 10.6084/m9.figshare.25304518
title: Genomic and fitness consequences of a near-extinction event in the northern elephant seal

description: Data accompanying the manuscript 'Genomic and fitness consequences of a near-extinction event in the northern elephant seal'
DOI: 10.6084/m9.figshare.27124461
title: Supplementary Material for: Cone Beam Computed Tomography-guided Navigation Bronchoscopy with Augmented Fluoroscopy for the Diagnosis of Peripheral Pulmonary Nodules: a step-by-step guide

description: Introduction
Cone Beam CT-guided Navigation Bronchoscopy (CBCT-NB) with Augmented Fluoroscopy (AF) guidance represents a minimally invasive endobronchial technique for diagnosing small, peripheral pulmonary lesions. This approach is characterized by its high diagnostic accuracy and low complication risk. Current pilot trials are exploring the application of localized therapies using this innovative approach. This reportaims to provide a detailed procedural guide for performing CBCT-NB with AF guidance as the only tool for navigation and image guided biopsy. 
Methods
We outline the procedural steps involved in the CBCT-NB procedure for diagnosing peripheral pulmonary lesions, supported by specific intra-procedural clinical video footage. The steps include (1) preprocedural considerations, (2) a detailed procedural workflow encompassing navigation to the target lesion, (3) position confirmation and tissue acquisition, and (4) postprocedural follow-up.
Conclusion
CBCT-NB with AF guidance is a safe and precise stand-alone navigation modality that offers high-resolution real-time 3D imaging, enhancing the diagnosis and potential treatment of peripheral pulmonary nodules.
DOI: 10.1285/i24212113v4i2p119
title: An exploratory study of sexism in online gaming communities: Mapping contested digital terrain

description: An awareness is emerging of women's participation in online games and it's culture, however they may experience substantive challenges in laying claim to the ‘gamer identity', within digital domains described as masculine, and sometimes hostile spaces by players, campaigners and activists. In public discourse, gaming is becoming increasingly synonymous with sexism; with media reporting harassment of female-identifying gamers as well as those who voice concern about these issues. The gendered dimension of these issues tends to be fiercely disputed and has competing understandings in online spaces. This study combined issue network analysis and grounded theory to produce a contextualised exploration of the ways in which sexism was understood in such communities.  Analysis of multi-modal data revealed three categories which were strategic in framing this debate including; 1) potential (mis)recognition of such behaviours within these contexts, 2) mistaken emphasis upon the gendered dimension of identity within interactions, and 3) qualification to ‘count' and be heard on these issues. Online spaces reproduce inequalities that exist offline and owing to the technological affordances and contextual nuances, are also sites of cultural production where relations of gendered power may be configured. The implications for transformation efforts to promote inclusive spaces are considered.
DOI: 10.15468/dl.bgbtbf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((43.478 43.482,43.47143 43.44856,43.58817 43.45617,43.58538 43.51946,43.46545 43.51849,43.46545 43.48197,43.478 43.482))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum sosnowskyi Manden."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010623-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ydrm75xywg.2
title: Angiographic dataset for stenosis detection

description: In this dataset, we present a set of angiographic imaging series of one hundred patients who underwent coronary angiography using Coroscop (Siemens) and Innova (GE Healthcare) image-guided surgery systems at the Research Institute for Complex Problems of Cardiovascular Diseases (Kemerovo, Russia). All patients had angiographically and/or functionally confirmed one-vessel coronary artery disease (≥70% diameter stenosis by quantitative coronary analysis or 50 - 69% with FFR (fractional flow reserve) ≤ 0.80 or stress echocardiography evidence of regional ischemia). For the purpose of our study, significant coronary stenosis was defined according to 2017 US appropriate use criteria for coronary revascularization in patients with stable ischemic heart disease. The study design was approved by the Local Ethics Committee of the Research Institute for Complex Issues of Cardiovascular Diseases (approval letter No. 112 issued on May 11, 2018). All participants provided written informed consent to participate in the study. Coronary angiography was performed by the single operator according to the indications and recommendations stated in the 2018 ESC/EACTS Guidelines on myocardial revascularization. The presence or absence of coronary stenosis was confirmed by the same operator using angiography imaging series according to the 2018 ESC/EACTS Guidelines on myocardial revascularization.

Angiographic images of the radiopaque overlaid coronary arteries with stenotic segments were selected and then converted into separate images. An interventional cardiologist rejected non-informative images and selected only those containing contrast passages through a stenotic vessel. A total of 8325 grayscale images (100 patients) of 512×512 to 1000×1000 pixels were included in the dataset. Data were labeled using LabelBox, a free version of SaaS (Software as a Service).

We additionally estimated the size of the stenotic region by computing the area of the bounding box. Similar to the Common Objects in Context dataset, we divided objects by their area into three types: small (area < 322), medium (322 ≤ area ≤ 962), and large (area > 962). 2509 small objects (30%), 5704 medium objects (69%), and 113 large objects (1%) were obtained in the input data.
DOI: 10.25493/ncpy-k6p
title: Quantitative comparison of basal ganglia delineations across different rat brain atlases (v1)

description: This dataset contains quantitative data describing the comparability of basal ganglia regions in different stereotaxic atlases with regions in the Waxholm Space atlas of the Sprague-Dawley rat brain. Stereotaxic atlases included are The Rat Brain in Stereotaxic coordinates (version 6) by Paxinos and Watson and Brain Maps (version 3) by Swanson. The stereotaxic atlases were spatially registered to the WHS rat brain atlas using QuickNII and VisuAlign, and the degree of overlap for each region was quantified using Nutil Quantifier. This provides an overview of the quantitative correspondence between basal ganglia annotations in different atlases, and may be useful to determine whether data defined by use of different atlases can be compared.
DOI: 10.26022/ieda/331476
title: Magnetic field and anomaly data for the CORE-VTRCC cruise (2021)

description: This data set consists of processed magnetic data collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. A SeaSPY magnetometer from Marine Magnetics was used to acquire the magnetic field data. The sensor (torpedo) was towed 250 meters from the vessel and 300 meters from the vessel GPS antenna, and was towed about 30 to 35 meters below the sea level. The SeaSPY magnetometer is a Proton Precession (Overhauser) sensor of absolute accuracy, and the resolution of the system is 0.1 nT and 0.001 nT, respectively. The data was acquired in a 10 Hz frequency, from the continental slope to the furthest point from the continent, nearby the Trindade Island. The frequency resulted in measurements for every meter traveled, on average, considering the variable ship speed between four and seven knots. The survey also occurred in parallel to the seismic survey, without any perceptible interference. The data file is in ASCII format with header lines. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.26022/ieda/331484
title: Sub-bottom profiler data from the CORE-VTRCC cruise (2021)

description: This data set consists of sub-bottom profiler data collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. The high-resolution sub-bottom data was acquired with a hull-mounted Kongsberg SBP-120 CHIRP system. Survey geometry came from a SeaPath 330 positioning system with two GNSS antennas without differential positioning. Acquisition occurred in the Kongsberg SIS software with the ellipsoid WGS-84 and a UTM projection and zone 23S. The equipment was operated with one main channel, in a frequency of 2.5-6.5 kHz, with chirp up linear pulse, which results in a maximum vertical resolution ~0.3 ms. The data was logged in Topas raw format and converted to SEG-Y format. The power of the SBP pulse and trigger interval varied along the survey depending on ocean conditions and seafloor depth. Seismic data was then converted from time to depth assuming a sound speed of 1500 m/s. Ship survey speeds ranged from 4-7 knots. The files are in SEG-Y format. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.3886/e198751v1
title: Code for "Rising Top, Falling Bottom: Industries and Rising Wage Inequality"

description: Most of the rise in overall earnings inequality from 1996 to 2018 is accounted for by risingbetween-industry dispersion. The contribution of industries is right-skewed with the top ten percent of 4-digit NAICS industries dominating. The top ten percent are clustered in high-paying high-tech and low-paying retail sectors. In the top industries, high-wage workers are increasingly sorted to high-wage industries with rising industry premia. In the bottom industries, low-wage workers are increasingly sorted into low-wage industries, with rising employment and falling industry wage premia.
description: US workers and firms.  Some analysis relies on a subset of states.  Robustness analysis on more limited data uses all 50 states.
DOI: 10.5066/p9j8t8dr
title: Snow drought classification and streamflow timing and magnitude signatures for snow dominated USGS watersheds in the Conterminous United States from 1980 to 2020

description: This data release contains snow drought classifications as well as streamflow timing and magnitude signatures for gaged, snow-dominated U.S. Geological Survey (USGS) watersheds in the Conterminous United States (CONUS) from 1980 to 2020 supporting the journal article "Snow drought classification and streamflow timing and magnitude signatures for snow dominated USGS watersheds in the Conterminous United States from 1980 to 2020." Specifically, this dataset contains snow drought classifications as "no snow drought," "cool and dry snow drought," "warm and dry snow drought," and "warm and wet snow drought." Along with the snow drought classification for each water year, climate data used to determine the snow drought category as well as values of streamflow timing and magnitude signatures are included in this release. Streamflow signatures in this data release include total annual streamflow, runoff ratio, maximum and minimum 7-day flows and the date of their occurrence, the date of the center of mass of streamflow, total annual baseflow, low flow days, and seasonal streamflow and baseflow totals.
DOI: 10.5281/zenodo.3602260
title: HLS4ML LHC Jet dataset (150 particles)

description: Dataset of high-pT jets from simulations of LHC proton-proton collisions Prepared for FastML/HLS4ML studies: https://fastmachinelearning.org Includes: High level features (see https://arxiv.org/abs/1804.06913) Images: jet images with up to 150 particles/jet (see https://arxiv.org/abs/1908.05318) List: list of jet features with up to 150 particles/jet (see https://arxiv.org/abs/1908.05318)
DOI: 10.6084/m9.figshare.19611813.v1
title: Des_Hourly_1.csv

description: Silica gel desiccation data averaged over hourly periods. 1 of 2.
DOI: 10.6084/m9.figshare.25974952
title: <b>Genome assembly and annotation of </b><b><i>Salpingotus crassicauda</i></b>

description: Genome assembly and annotation of <i>Salpingotus crassicauda</i> (Cardiocraniinae, Dipodidae)
DOI: 10.6084/m9.figshare.27124563
title: Supplementary Material for: Current Advances in Computerised Cognitive Assessment for Mild Cognitive Impairment and Dementia in Older Adults: A systematic Review

description: Introduction: Timely detection of cognitive impairment such as mild cognitive impairment (MCI) or dementia is pivotal in initiating early interventions to improve patients’ quality of life. Conventional paper-pencil tests, though common, have limited sensitivity in detecting subtle cognitive changes. Computerised assessments offer promising alternatives, overcoming time and manual scoring constraints while potentially providing greater sensitivity.

Methods: A literature search yielded 26 eligible articles (2020-2023). The articles were reviewed according to PRISMA guidelines and the computerised tools were categorised by diagnostic outcome (MCI, dementia, combined). 

Results: The subjects included in the studies were aged 55 to 77 years. The overall gender distribution comprised 60% females and 40% males. The sample sizes varied considerably from 22 to 4486. Convergent validity assessments in 20 studies demonstrated strong positive correlations with traditional tests. Overall classification accuracy in detecting MCI or dementia, distinguishing from normal cognition (NC), reached up to 91%. Impressively, 46% of the studies received high-quality ratings, underscoring the reliability and validity of the findings. 

Conclusion: The review highlights the advancements in computerised cognitive assessments for assessing MCI and dementia. This shift toward technology-based assessments could enhance detection capabilities and facilitate timely interventions for better patient outcomes.
DOI: 10.17632/332wbcfcrb.3
title: 17-4PH SLM Data

description: Surface roughness corrected tensile testing data for sets of E8 and thin-wall SLM dogbones. Additionally, the raw XRD data is attached for all E8 samples and 1 thin-wall sample which demonstrated the stage issue mentioned in the manuscript. The included TEM figure is of a unique macro-precipitate.
DOI: 10.17632/49c75rwv4x.1
title: 17-4PH Large Area BSE Scans

description: Large area BSE scans showing microscale precipitation in different heat treat conditions.
DOI: 10.25493/zfxb-23f
title: Swanson's “Brain Maps: Structure of the Rat Brain” (3rd edition) spatially registered to the Waxholm Space atlas of the rat brain

description: The dataset contains location metadata defining the spatial registration of the 3rd edition of “Brain Maps: Structure of the Rat Brain” (Swanson, 2004) to the MRI/DTI image volume of the Waxholm Space atlas of the rat brain (Version 1.01; RRID:SCR017124). The stereotaxic atlas by Swanson contains 73 revised coronal diagrams from an adult Sprague-Dawley rat. The schematic diagram images were spatially registered to the Waxholm Space atlas of the Sprague-Dawley rat brain. The dataset consists of .png images of the atlas plates and an accompanying .xml file with spatial metadata that can be opened in the QuickNII tool (RRID:SCR016854) to view overlay images of the two atlases. The procedure for this is described in the data descriptor file. The dataset can be used to inspect how regions delineated in the two atlases spatially relate to each other.
DOI: 10.26022/ieda/331475
title: Ship track navigation data for the CORE-VTRCC cruise (2021)

description: This data set consists of processed ship track navigation data collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. The data file is in ASCII format with a header line. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.26022/ieda/331477
title: Raw multibeam swath bathymetry data for the CORE-VTRCC cruise (2021)

description: This raw swath bathymetry data set was collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. The data files are in MB-System-compatible format (mbio format 58) and contain raw swath bathymetry and acoustic backscatter data. The multibeam bathymetry was collected with the Kongsberg EM-122 deep echo-sounder operating at a frequency of 12 kHz. The system was coupled with the SeaPath 330 positioning system with two GNSS antennas. Acquisition occurred in the Kongsberg SIS software with the ellipsoid WGS-84 and UTM projection. Swath width was to set to be up to 55° with a ping frequency of 40 Hz. Due to the deep characteristics of the EM-122 equipment, multibeam bathymetry was not performed in water depths shallow than 200 m. To estimate sound velocity profiles for bathymetric processing, temperature profiles were first obtained for the water column throughout the survey every 50 nautical miles, for a total of 31 profiles. For that we used Expendable Bathythermograph (XBT) Lockheed Martin model T5 to the deeper portion of the survey (down to 1860 m water depth) and the model T7 over the shallower regions (down to 760 m). A salinity profile was then calculated by linearly interpolating the measured temperature profile to the nearest WOA/RTOFS salinity profile. Sound speed values were then calculated from the salinity updated profile using the UNESCO equation. Sound velocities were then incorporated during the multibeam bathymetry acquisition directly into the SIS software.Multibeam bathymetry preprocessing was performed using the CARIS HIPS software from Teledyne during the cruise. A Patch Test calibration of the echo-sounder was done atop the Columbia Seamount on October 26th on where roll, pitch, yaw, heading and the time delay were calibrated. The corrected values from the Patch Test were then inserted on the processing procedure. Survey velocity range between 4-7 knots. Finally, spike removal and surface equalization processing were performed with the software EIVA NaviModel Producer after the survey. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.26022/ieda/331485
title: Processed high-resolution multi-channel seismic reflection (MCS) data from the CORE-VTRCC cruise (2021)

description: This data set consists of processed high-resolution multi-channel seismic reflection (MCS) data collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. The MCS data was acquired using a sparker seismic source with 800 tips model Geo-Source 800, up to 7 kJ energy power supply (GeoSpark 2000X) and a 48-channel streamer, all from the Geo Marine Survey Systems. Seismic acquisition and SEG-Y conversion was performed with the GeoRecorder software, also from Geo Marine Survey Systems. The Geo-Source 800 used a negative discharge for seismic pulse generation which results in a more stable seismic signature with a frequency range between 200 – 3000 Hz, centered at ~1 kHz. The streamer was composed of three hydrophones per channel, with a total active length of 150 m and 2 x 25 m cable stretches, to make a total of 200 m of streamer deployment. Channel distance in the streamer is 3.125 m and channel sampling occurred at 10 kHz. Geographic geometry was supplied by a DGPS antenna placed atop the seismic source configured with the WGS-84 ellipsoid and UTM projection zone 23S. Geometry distance averaged 5 m between source and streamer (dx) and ~20 m between source and first channel (dy). The source was placed at 1.5 m water depth and the streamer was at 0.5 m water depth. Energy levels and trigger interval for pulse generation varied across the survey depending on the bathymetric profile. Vessel velocity during seismic acquisition averaged 4 knots. Seismic processing was performed with the RadExPro software, v2022.1. Basic brutestack seismic processing was made for all seismic lines, following these steps: quality control (data filtering), preprocessing (noise filtering), geometry evaluation, normal move-out correction and stacking. For Lines L01 and L17 enhanced seismic processing was performed, including the following additional processing steps: static correction, deconvolution, multiple suppression and migration. Band-pass filtering was performed between 200 – 1500 Hz. For stacking, common mid points (CMD) gathers were established. See additional information in the associated Methodology report. The processed MCS files are in SEG-Y format. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.