cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.763791
title: Swath sonar bathymetry during POLARSTERN cruise ARK-XIV/1a (PS51) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-XIV/1a. Data recording was executed in the central Arctic Ocean. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. One file contains a measurement period not exceeding eight hours. The dataset consists of 95 files in ATLAS SURF format which are compressed with GZIP to size of 308 MB. SURF data files can be processed using the software packages CARIS HIPS/SIPS or with the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). The source code for an application programming interface (API) to read and write SURF data is released by the Hydrosweep manufacturer Atlas Hydrographic, Bremen, and published under the GNU GPL. Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.764020
title: Swath sonar bathymetry during POLARSTERN cruise ARK-XIII/2 (PS44) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-XIII/2. Systematic profiling and data recording was executed west of Svalbard and was supervised by three hydrographers. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 2 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 20.4 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.764021
title: Swath sonar bathymetry during POLARSTERN cruise ARK-XIII/3 (PS45) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-XIII/3. Data recording was executed in Greenland Sea and in Fram Strait and was supervised by three hydrographers. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 12 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 143 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.767457
title: Swath sonar bathymetry during POLARSTERN cruise ARK-XI/2 (PS37) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-XI/2. Data recording was executed in Greenland Sea and Fram Strait supervised by three hydrographers. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 14 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 127 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Values of depths and lateral distances are averaged with neighbouring beams. The file ark11_2-hyd.tar.gz includes the bathymetry in AWI Hyd-format (hdl:10013/epic.37976) including not averaged depths and lateral distances. Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.767550
title: Swath sonar bathymetry during POLARSTERN cruise ARK-X/2 (PS31) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-X/2. Data recording was executed in Greenland Sea and in fjords of East Greenland and was supervised by three hydrographers. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 39 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 356 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Values of depths and lateral distances are averaged with neighbouring beams. The file ark10_2-hyd.tar.gz includes the bathymetry in AWI Hyd-format (hdl:10013/epic.37976) including not averaged depths and lateral distances. Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.767607
title: Swath sonar bathymetry during POLARSTERN cruise ARK-VII/1 (PS17) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-VII/1. Data recording was mainly executed in Greenland Sea and was supervised by a hydrographer. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 8 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 54.4 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Values of depths and lateral distances are averaged with neighbouring beams. The file ark07_1-hyd.tar.gz includes the bathymetry in AWI Hyd-format (hdl:10013/epic.37976) including not averaged depths and lateral distances. Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.767608
title: Swath sonar bathymetry during POLARSTERN cruise ARK-VII/3a (PS17) with links to multibeam raw data files

description: In multibeam echosounder and subbottom profiler data acquired during R/V Polarstern cruise ARK-VII/3a from the Hovgaard Ridge (Fram Strait), we found evidence for very deep (&gt;1200 m) iceberg scouring. Five elongated seafloor features have been detected that are interpreted to be iceberg scours. The scours are oriented in north-south/south-north direction and are about 15 m deep, 300 m wide, and 4 km long crossing the entire width of the ridge. They are attributed to multiple giant paleo-icebergs that most probably left the Arctic Ocean southward through Fram Strait. The huge keel depths are indicative of ice sheets extending into the Arctic Ocean being at least 1200 m thick at the calving front during glacial maxima. The deep St. Anna Trough or grounded ice observed at the East Siberian Continental Margin are likely source regions of these icebergs that delivered freshwater to the Nordic Seas.
description: Multibeam data were collected during R/V Polarstern cruise ARK-VII/3a. Data recording and systematic profiling was executed in Fram Strait and was supervised by five hydrographers. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 3 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 26.6 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Values of depths and lateral distances are averaged with neighbouring beams. The file ark07_3a-hyd.tar.gz includes the bathymetry in AWI Hyd-format (hdl:10013/epic.37976) including not averaged depths and lateral distances. Contact mailto:infobathy@awi.de for data access.
description: Supplement to: Arndt, Jan Erik; Niessen, Frank; Jokat, Wilfried; Dorschel, Boris (2014): Deep water paleo-iceberg scouring on top of Hovgaard Ridge-Arctic Ocean. Geophysical Research Letters, 41(14), 5068-5074
DOI: 10.1594/pangaea.767609
title: Swath sonar bathymetry during POLARSTERN cruise ARK-VII/3b (PS17) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-VII/3b. Data recording was mainly executed in Scoresbysund and associated fjords and was supervised by four hydrographers. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 19 files in ATLAS ascii multibeam format including 'record control words' (*.dux) which are compressed with GZIP to size of 137 MB. Atlas DUX data files can be processed using the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Values of depths and lateral distances are averaged with neighbouring beams. The file ark07_3b-hyd.tar.gz includes the bathymetry in AWI Hyd-format (hdl:10013/epic.37976) including not averaged depths and lateral distances. Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.770475
title: Swath sonar bathymetry during POLARSTERN cruise ARK-XXVI/3 (PS78, TransArc) with links to multibeam raw data files

description: Multibeam data were collected during R/V Polarstern cruise ARK-XXVI/3. Data recording was executed in central Arctic Ocean passing North Pole and on transit alongside Norway. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of 1889 files in HYPACK ASCII rawdata format (*.HSX + *.RAW) which are compressed with GZIP to size of 5.06 GB. Normally one file contains a measurement period of half an hour. HYPACK data files can be processed using the software packages CARIS HIPS/SIPS or with the open source software package MB-System (http://www.ldeo.columbia.edu/res/pi/MB-System/). Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.858005
title: Swath sonar bathymetry during POLARSTERN cruise PS85 (ARK-XXVIII/2) with links to multibeam raw data files

description: Contact mailto:infobathy@awi.de for data access.
DOI: 10.1594/pangaea.884876
title: Swath sonar bathymetry during POLARSTERN cruise PS109 (ARK-XXXI/4) with links to multibeam raw data files

description: Contact mailto:infobathy@awi.de for data access.
DOI: 10.17043/ibcao-5.0
title: International Bathymetric Chart of the Arctic Ocean (IBCAO)
DOI: 10.17043/oden-ao-2018-expedition-1
title: Data from expedition Arctic Ocean, 2018
DOI: 10.17043/oden-negc-2008-expedition-1
title: Data from expedition NEGC, Arctic Ocean, 2008
DOI: 10.17190/amf/1854369
title: AmeriFlux FLUXNET-1F US-MMS Morgan Monroe State Forest

description: This is the AmeriFlux Management Project (AMP) created FLUXNET-1F version of the carbon flux data for the site US-MMS Morgan Monroe State Forest. This is the FLUXNET version of the carbon flux data for the site US-MMS Morgan Monroe State Forest produced by applying the standard ONEFlux (1F) software. Site Description - Owned by the Indiana Department of Natural Resources (IDNR), the Morgan Monroe State Forest, the site's namesake, is operated thanks to the long-term agreement between Indiana University and IDNR. The first settlers cleared the surrounding ridges for farming, but were largely unsuccessful. The state of Indiana purchased the land in 1929, creating the Morgan Monroe State Forest. Many of the trees in the tower footprint are 60-80 years old, surviving selective logging that ended over the past 10 years. Today, the forest is a secondary successional broadleaf forest within the maple-beech to oak hickory transition zone of the eastern deciduous forest.
DOI: 10.17632/2z9bfj5sk6.2
title: Tadpole-shaped nanoparticles in impact melt and implication for the origin of nano-metals in lunar soil

description: BSE and TEM data for nanoparticles found within impact glasses.
DOI: 10.17632/5mxjh6h5db.1
title: Urdu Poetry OCR

description: Scanned images for handwritten Urdu Poetry from Ghalib and Iqbal with corresponding Unicode Text annotations
DOI: 10.17632/79fm698pyx.1
title: Four Facts About ESG Beliefs and Investor Portfolios -- Replication Package

description: This folder contains the code and data necessary to replicate "Four Facts About ESG Beliefs and Investor Portfolios" by Stefano Giglio, Matteo Maggiori, Johannes Stroebel, Zhenhao Tan, Stephen Utkus, and Xiao Xu. Please see the README file for details on files and code provided.
DOI: 10.17632/jwsn7tfbrp.1
title: Concrete Crack Segmentation Dataset

description: The dataset includes 458 hi-res images together with their alpha maps (BW) indicating the crack presence. The ground truth for semantic segmentation has two classes to conduct binary pixelwise classification. The photos are captured in various buildings located in Middle East Technical University. You can access a larger dataset containing images with 227x227 px dimensions for classification which are produced from this dataset from http://dx.doi.org/10.17632/5y9wdsg2zt.1 .
DOI: 10.17882/59302
title: Cruise 64PE400: Hydrographic survey of the Irminger Sea in July 2015 for the Overturning in the Subpolar North Atlantic Program (OSNAP)

description: During cruise 64PE400 the OSNAP East moorings, which were deployed in the Irminger Basin in summer 2014 have been recovered, serviced and redeployed. There are 5 moorings in the eastern Irminger Sea in the Irminger Current (IC) maintained by NIOZ, 5 moorings in the Western Irminger Sea in the Deep Western Boundary Current (DWBC) maintained by NOC, and one mooring (LOCO2) in the centre of the Irminger gyre (section 4) maintained by NIOZ. A total of 34 RAFOS floats were released at target depths between 1800 and 2200 m in the eastern and western Irminger Sea as part of the US OSNAP program (see cruise report). The mooring work was complemented with repeat CTD stations on the former WOCE (or current CLIVAR) AR7E repeat section (between roughly 59°N, 31°W and 60°N, 42.5°W) including sampling for salinity and dissolved oxygen (O2) calibration. On the westernmost CTD stations in the East Greenland Current samples for ∂18O and nutrients were also taken.A second short CTD section was carried out on the Greenland shelf slope at approximately 64.5°N.
DOI: 10.21227/1bxc-ke87
title: ADS-B Raw signals for non-cryptographic identification and incremental learning.

description: Another raw ADS-B signal dataset with labels, the dataset is captured using a BladeRF2 SDR receiver @ 1090MHz with a sample rate of 10MHz
DOI: 10.21947/2001195
title: Coastal Data Information Program (CDIP) Buoy 028

description: The Coastal Data Information Program (CDIP) is an extensive network for monitoring waves and beaches along the coastlines of the United States. The buoy primarily collects wave and sea surface temperature information. These data are collected as a part of an observational database to support the floating offshore wind research and industry along the coast of California within the ORACLE project funded by DOE-WETO.
DOI: 10.5281/zenodo.10633605
title: MATLAB code for locating critical points in binary images based on "Efficient pore space characterization based on the curvature of the distance map"

description: % This function evaluates the coordinates and radius of the pores' bodies% and throats and give a label image of the segmented pore system

% The algorithm computes the distance map of a binary image and then uses % its curvatures to locate the saddle points.% The bodies centers are located at the local maximum of the Hessian matrix % determinant map and the saddle points at the local minima of the Hessian % matrix determinant map.
DOI: 10.5281/zenodo.13475075
title: Dataset for the publication "Superconducting gravimeter observations show that satellite-derived snow depth image improves the simulation of the snow water equivalent evolution in a high alpine site"

description: This datasset contains data to reproduce the following figures of the paper Superconducting gravimeter observations show that satellite-derived snow depth image improves the simulation of the snow water equivalent evolution in a high alpine site:





Time series data of Figures 1c and 2




Data (*.asc) used for plotting Figures 1d and 1e (as well as Figure S3 and S4)


Pléiades snow depth map (Figure S1)



Data used for plotting Figure S2
DOI: 10.60656/e938967bc0524dee
title: Custom collection of MWR brightness temperature data from Lindenberg between 16 Jul and 7 Sep 2020
DOI: 10.6084/m9.figshare.27932037.v1
title: Balloon data for HF2_20170823 flight

description: This folder contains in situ data collected from two imet radiosondes, a COBALD, and a Boulder Counter on board a balloon flight, HF2 on 23 August 2017 launched from Hyderabad, India during the BATAL-2017 field campaign.
DOI: 10.6084/m9.figshare.27932082.v1
title: Trajectories and convective influence files for HF2_20170823

description: This folder contains data for trajectories and their intersection with anvil cloud tops obtained from Himawari-8 observations to study the formation of tropopause cirrus clouds.
DOI: 10.6084/m9.figshare.28075478
title: Supplementary Material for: The forearm's subcutaneous venous network to accelerate maturation of native arteriovenous fistula – a case report

description: Introduction: A common complication of arteriovenous fistula (AVF) is thrombosis in the venous segment, which can impair vascular access unless successful thrombectomy is performed.
Case presentation: In this manuscript, we describe the case of a diabetic patient who had primary AVF in snuff-box with subsequent superficialization of the medial vein of the forearm. Unfortunately, this section of the vein was occluded, although the fistula was patent through the cephalic vein (CV). Due to insufficient flow, this vascular access was unsuitable for hemodialysis. Using a vein from the subcutaneous venous network (SVN), additional AVF was performed. Our goal was to accelerate maturation by doubling arteriovenous flow, which then increased the size of the cephalic vein in the arm. After maturation, a second superficialization was performed on the arm, which allowed for successful cannulation. 
Conclusion: SNV should be considered to improve the function of the primary fistula, making it suitable for cannulation even in complicated cases.
DOI: 10.6084/m9.figshare.28076999
title: Supplementary Material for: The risk of hospital admission for an acute-onset psychiatric disorder in adolescents and adults treated with isotretinoin: a French, nationwide, population-based, case-time-control study

description: Introduction 
Oral isotretinoin is the only effective treatment for severe acne without alternative. Isotretinoin has been linked to the occurrence of acute psychiatric disorders outside suicidal behaviors. There are few large-scale epidemiological studies in this area, and the putative associations are unclear.
Our objective is to determine whether adolescents and young adults have an elevated risk of acute-onset psychiatric disorder requiring hospital treatment within 2 months of starting isotretinoin treatment.
Methods
Our data source was the French national health insurance database (Système National des Données de Santé, SNDS), 2010-2015. We performed a case-time-control study nested in an exhaustive, nationwide cohort of all French adolescents and young adults aged 10 to 25 years treated with isotretinoin. The outcome was an acute-onset psychiatric disorder requiring hospitalization (including anxiety, depressive, mood, adjustment and psychotic disorders). A conditional logistic model was used to estimate odds ratios (ORs) with their 95% confidence interval (CI) for acute psychiatric events.
Results
2,284 acute-onset psychiatric disorder requiring hospitalization were recorded for the study population of 262,786 patients. Among the patients with at least one psychiatric event, 88 had started taking isotretinoin in the risk period (0 to 2 months before the date of the event), versus 81 in the reference period (2 to 4 months before the event). A comparison with the 383 and 355 time-trend matched controls who started taking isotretinoin in the risk and reference periods, respectively, yielded a case-time-control OR (95%CI) of 1.01 (0.72-1.41).
Conclusion
Psychiatric events managed outside the hospital system were not recorded. Our findings are reassuring for clinicians concerning the risk of severe acute-onset psychiatric events after isotretinoin initiation.
DOI: 10.15468/dl.djw3wp
title: Occurrence Download

description: A dataset containing 3004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Bombus pascuorum (Scopoli, 1763)"
 ]
}

 The dataset includes 3004 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045803-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13774784
title: Accurate and Robust Stellar Rotation Periods catalog for 82771 Kepler stars using deep learning

description: This repository is for the paper "Rotation Period for 83022 Kepler Stars: A Deep Learning Approach" by I. Kamai and H. B. Perets. It is associated with manuscript number AAS56501. It consists a frozen repository and the published catalog
DOI: 10.15468/dl.xhzpn6
title: Occurrence Download

description: A dataset containing 1307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Bombus lapidarius (Linnaeus, 1758)"
 ]
}

 The dataset includes 1307 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045804-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dph9bj
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia discolor Levier & Leresche"
 ]
}

 The dataset includes 28 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045805-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5myw6c
title: Occurrence Download

description: A dataset containing 1304309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 1304309 records from 3929 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045802-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yijof
title: Occurrence Download

description: A dataset containing 33798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.44788 -2.1089,-78.44788 -2.1089,-79.37073 -2.93207,-78.25012 -3.43666,-77.48108 -2.29553,-78.44788 -2.1089))",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33798 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023514-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.