cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18739/a2tx3575p
title: Surface Dissolved Oxygen and Oxygen/Argon Measured in the Bering and Chukchi Seas, May-June 2021

description: These data files contain surface dissolved O2 (Oxygen) concentration and dissolved O2/Ar (Oxygen/Argon) saturation ratio for the Bering and Chukchi Seas with relevant accompanying ancillary information. The data are useful for understanding the balance of physical and biological controls driving surface ocean dissolved O2 concentrations and for calculating net biological community production rates. The data were collected with funding from NSF (National Science Foundation) Award 1928684 “High Resolution Observing of Arctic Net Community Productivity with Ships of Opportunity” Data were collected between May 21st, 2021 and June 13th, 2021 from the surface uncontaminated seawater supply of R/V (Research Vessel) Sikuliaq on Cruise ID (Identifier) SKQ202014S. Data were collected near-continuously using an equilibrated inlet mass spectrometer (EIMS) and an Aanderaa optode, with occasional outages for instrument maintenance or flow disruptions. The cruise departed from Dutch Harbor, AK (Alaska) and disembarked in Seward, AK and sampled waters of the Bering and Chukchi Seas.
DOI: 10.24432/c5ns47
title: Japanese Vowels
DOI: 10.5066/p9afkxxk
title: Stop locations along Breeding Bird Survey routes in the Gulf Coastal Plains &amp;amp; Ozarks region
DOI: 10.5281/zenodo.10845779
title: Observation of Gravitational Waves from the Coalescence of a 2.5-4.5 Msun Compact Object and a Neutron Star --- Data Release

description: This data release contains the analysis results and data behind the figures of the GW230529 discovery paper (https://dcc.ligo.org/LIGO-P2300352/public/). Strain data for this event (the L1:GDS-CALIB_STRAIN_CLEAN_AR channel) can be downloaded on GWOSC (https://doi.org/10.7935/6k89-7q62).

The PESummary metafile containing the parameter estimation posterior samples for all analyses performed in the paper (posterior_samples.h5) and skymap fits file (skymap_combined_PHM_high_spin.fits) for the preferred parameter estimation analysis (high-spin, combined samples using binary black hole waveforms) can be downloaded directly as individual files.

The other analysis results are grouped by type: rates, populations, searches, and tidal. The figure_scripts.tar.gz file contains all the paper figures in jpeg format along with a Jupyter notebook to reproduce them and additional required helper scripts. Example code for working with the individual result files is given in the PaperPlots.ipynb notebook included in this tar file.

In brief, the rates.tar.gz file contains two files that each include a subset of the rates probability distributions shown in Fig. 3 of the paper. The populations.tar.gz file contains all the data behind Figs. 4-8, with subdirectories for each of the three population analyses considered in the paper: Binned Gaussian Process, NSBH-pop, and Power-Law + Dip + Break. In addition to the data behind the figures, the Power-Law + Dip + Break subdirectory additionally includes two *result.json files for the hyper-parameter posterior samples. These files have the same format as the corresponding NSBH-pop *result.json files and can be manipulated in the same way, as shown in the figures notebook.

The searches.tar.gz file contains the data behind Figs. 9-11 for each of the three search pipelines whose results are included in the paper. Finally, the tidal.tar.gz file contains the four probability distributions plotted in Fig. 14. All other figures are produced only using the posterior_samples.h5 file.
DOI: 10.5281/zenodo.11205521
title: Simulation results with the EULAG research model for the publication: "Large eddy simulations of the interaction between the Atmospheric Boundary Layer and degrading Arctic permafrost"

description: Supplementary material for the publication



Mark Schlutow, Tobias Stacke, Tom Doerffel, et al. Large eddy simulations of the interaction between the Atmospheric Boundary Layer and degrading Arctic permafrost. ESS Open Archive . January 24, 2024. https://doi.org/10.22541/essoar.170612558.81370785/v1


The material contains all simulation results and raw outputs that are necessary to reproduce the figures and statistics of the publication. 
description: Naming convention



XXXX - domain length in zonal direction

YYYY - domain length in meridional direction

NNN - number of grid cells in zonal direction

MMM - number of grid cells in meridional direction

QQQ - lake areal fraction in %

LLLL - surface correlation length


flowfield_XXXXmxYYYYm_NNNxMMM_QQQ_LLLLm.nc

contains 



zonal wind speed u [m/s]

meridional wind speed v [m/s]

vertical wind speed w [m/s]

potential temperature th [K]


after 12 h simulation period.

land_cover_IDs_XXXXmxYYYYm_NNNxMMM_QQQ_LLLLm.dat

contains the land cover classes grass represented as 0 and lake represented as 1 mapped onto each grid point.

turbs_XXXXmxYYYYm_NNNxMMM_QQQ_LLLLm.nc

contains temporally averaged fields with averaging period of 1 h



mean zonal wind speed umean [m/s]

mean meridional wind speed vmean [m/s]

mean vertical wind speed wmean [m/s]

mean potential temperature thmean [K]


turbf_XXXXmxYYYYm_NNNxMMM_QQQ_LLLLm.nc

contains turbulent vertical  fluxes



mean vertical flux of zonal momentum uwmean [m2/s2]

mean vertical flux of meridional momentum vwmean [m2/s2]

mean vertical kinematic heat flux  wthmean [Km/s]
DOI: 10.5281/zenodo.11205813
title: An evaluation of cloud-precipitation structures in mixed-phase stratocumuli over the southern ocean in kilometer-scale ICON simulations during CAPRICORN

description: The repository contains ICON simulated outputs (Cntrl_ICON.nc.gz, No_Gr_ICON.nc.gz, No_Ice_ICON.nc.gz, 100m_Vert_ICON.nc.gz, and 50m_Vert_ICON.nc.gz) and two km mean and ensemble forward simulated results (Cntrl_PAMTRA.gz, No_Gr_PAMTRA.gz, No_Ice_PAMTRA.gz, 100m_Vert_PAMTRA.gz, and 50m_Vert_PAMTRA.gz) for the two day period (00:00 UTC on March 26, 2016 to 00:00 UTC on March 28, 2016). The prefix in the filenames corresponds to the experiments described in the manuscript.
DOI: 10.5281/zenodo.11392406
title: A 3D dental model dataset with pre/post-orthodontic treatment for automatic tooth alignment

description: This is the first public 3D orthodontic dental dataset, comprising 1060 pairs of pre/post-treatment dental models sourced from 435 patients aged between 8 and 35 years old. The dataset encompasses raw dental models with diverse malocclusion, e.g., tooth crowding, deep overbite, and deep overjet; and comprehensive professional annotations, including tooth segmentation labels, tooth position information, and crown landmarks.
DOI: 10.5281/zenodo.12730062
title: Observation data

description: Relevant data during the field observations are archived here.
DOI: 10.5281/zenodo.13737696
title: Observation files of CG-5 gravity meters for the Zhetygen calibration line for five years

description: Observation files of three Scintrex CG-5 gravimeters obtained during six field campaigns for calibration of these meters. Measurements were carried out at seven points of the Zhetygen calibration line, located 20 km north of Almaty in Kazakhstan. Also attached is a file with the coordinates of the stations.
DOI: 10.5281/zenodo.14182832
title: The Effects of Plant-Microbe-Environment Interactions on Mineral Weathering Patterns in a Granular Basalt

description: Data used in the Milici et al.  Geobiology article "The Effects of Plant-Microbe-Environment Interactions on Mineral Weathering in Granular Basalt". The data result from a greenhouse experiment in which 14 genotypes of Alfalfa (Medicago sativa) were grown in an unweathered granular basaltic tephra, exposed to an early successional soil microbial community, and replicated across three different soil moisture treatments. This experiment seeks to identify the roles of vascular plants and soil microbes on mineral weathering. Please see the article for full project description. 

General File Descriptions:

"AllPerformanceGeochem.csv" contains both the performance and geochemistry data associated with each plant grown in the experiment and is used for the majority of the analyses.

"FullCensusTimeSeries.csv" contains the growth and survival data for the plants across the entire 3 month duration of the experiment and is used only to calculate survival rate and growth rate.

"pottingsoilmass.csv" contains the data for alfalfa grown in potting soil and is used to compare how much the basalt limited plant growth relative to a potting soil control. 

These data are cleaned and formatted for analysis via the code in the github repository linked to this data repository.
DOI: 10.5281/zenodo.7582202
title: Article_sacha

description: In the attached data you will find information about the article with the necessary rheology data.
DOI: 10.5439/1393438
title: KAZRARSCL-c0-Cloud Boundaries subset

description: The KAZR-ARSCL VAP provides cloud boundaries and best-estimate time-height fields of radar moments. The VAP merges corrected, but uncalibrated, KAZR moments from all active radar modes with cloud base and cloud mask observations from the micropulse lidar (MPL), cloud base from the ceilometer, as well information from soundings, rain gauge, and microwave radiometer instruments to produce two data streams, one with best-estimate cloud base and cloud layer boundaries, and another which also includes best-estimate time-height fields of radar moments. This DOI is for the data stream that contain cloud layer boundaries only. Please note that the reflectivity used in this level c0 product is uncalibrated.
DOI: 10.5517/ccdc.csd.cc1lz9hc
title: CCDC 1488883: Experimental Crystal Structure Determination

description: Related Article: W. Clegg, S.M. Hodgson|2016|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: 10.5517/ccdc.csd.cc1lz9kf
title: CCDC 1488885: Experimental Crystal Structure Determination

description: Related Article: W. Clegg, S.M. Hodgson|2016|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: 10.5517/ccdc.csd.cc2hdx3y
title: CCDC 2306310: Experimental Crystal Structure Determination

description: Related Article: W. Clegg, R.W. Harrington|2023|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: 10.6084/m9.figshare.27894210
title: Supplementary Material for: Antenatal care strategies to improve perinatal and newborn outcomes

description: Background: Antenatal care strategies (ANC) play a pivotal role in ensuring a healthy gestational period for expectant mothers and promote optimal outcomes for their babies. Implementing these interventions can contribute to a supportive environment for pregnant women, resulting in positive perinatal and neonatal outcomes. 
Summary: We summarize evidence for a total of twenty-seven interventions pertaining to ANC from Every Newborn Series published in The Lancet 2014 by identifying the most recent systematic reviews, extracting data from each review, and conducting a sub group analysis for low-income and lower-middle-income countries (LICs/LMICs) for outcomes relevant to maternal and neonatal health. Findings from our paper suggest a paucity in evidence from LMICs, and consolidated efforts are required to narrow this gap to build on more inclusive evidence on antenatal care strategies. .
Key Messages: Evidence from LMICs suggests that antenatal multiple micronutrient supplementation when compared to iron and folic acid, had a significant effect on stillbirth, small-for-gestational-age (SGA) and low birthweight (LBW). Vitamin D supplementation reduced the risks of preterm birth and LBW. High-dose calcium supplementation, when compared to placebo in pregnancy, lowered the likelihood of developing high blood pressure, pre-eclampsia and preterm birth. 
Antihypertensives significantly reduced the probability of developing severe hypertension, proteinuria/pre-eclampsia and severe pre-eclampsia. Metformin for GDM reduced the risk of neonatal death or serious morbidity composite. Cervical cerclage had no effect on stillbirth, preterm birth, or perinatal and neonatal mortality. Data for anti-D administration for rhesus alloimmunization was limited to HICs.
DOI: 10.18462/iir.icr.2019.1732
title: Advanced cryogenic insulation systems.
DOI: 10.5281/zenodo.10553073
title: Analysis code in support of "The Interaction Between Climate Forcing and Feedbacks"

description: Analysis code in support of Manuscript "The Interaction Between Climate Forcing and Feedbacks"

Data is already available through DOI: https://doi.org/10.26024/bzne-yf09

read_ppe2map.ipynb will create data files from the PPE output (if the files at the DOI do not work), and then the different codes herein are used to create figures in the manuscript.
DOI: 10.5281/zenodo.10656023
title: VOCs and IVOCs observed in Guangzhou

description: The measured data used for the study "Concurrent observations of intermediate volatility organic compounds (IVOCs) and volatile organic compounds (VOCs) for their contributions to secondary organic aerosol in Guangzhou"
DOI: 10.5281/zenodo.10668892
title: Hui4ying3LUO2/LocalCirculation_CoastalOzone_NewYorkMetro: Luo_JRG_v0

description: Open Resources for "Investigating Impacts of Local Circulation on Coastal Ozone Pollution in the New York Metropolitan Area: Evidence from Multi-year Observations" submitted to Journal of Geophysical Research: Atmospheres

Full Changelog: https://github.com/Hui4ying3LUO2/LocalCirculation_CoastalOzone_NewYorkMetro/commits/Luo_JRG_v0
DOI: 10.5281/zenodo.12636990
title: CLAMPS NWC/RIL Observations

description: CLAMPS observations from CLAMPS1 during a local/internal deployment to restart operations after COVID19 pause of deployments. CLAMPS2 did not deploy. These datasets include boundary-layer profiles of wind, temperature, and humidity collected from the CLAMPS system. 

These data can be accessed on the NOAA National Severe Storms THREDDS Archive. The readme contained here provides information about how to access and available resources for users. 

After a full pause of all observation activity due to the COVID19 pandemic, the CLAMPS1 facility was deployed just outside the National Weather Center in Norman, OK to restart observation practices. The location is between the National Weather Center and the OU Radar Innovations Laboratory and directly adjacent to the KOUN NWS-Norman Sounding release location. Observations are generally continuous throughout the period, though some non-standard scan and operations modes may be included as a result of tests conducted by the operations team during the deployment.
DOI: 10.5281/zenodo.7527565
title: Victorian Water and Climate dataset: long-term streamflow, climate, and vegetation observation records and catchment attributes

description: This dataset contains streamflow, climate, and vegetation data for 155 minimally impaired catchments in Victoria, Australia. What's included: - Streamflow long-term observation records in daily, monthly, and hydroannual (based on March to February water year) resolution - Catchment climate characteristics in daily, monthly, and hydroannual resolution - Catchment vegetation characteristics in monthly resolution and actual evapotranspiration estimate in monthly and hydroannual resolution - Catchment boundaries - Catchment attributes (topographic, geological, soil, groundwater, vegetation, and human impacts characteristics) - Hydroclimatic characteristics for 3 different periods. Precipitation (p), streamflow (q), and PET (pet) data and their derivatives are in mm (i.e. normalised by catchment area). A paper containing a detailed description of the data including units, data sources, and processing details is submitted, please contact Margarita Saft for a private copy of the draft.
DOI: 10.6084/m9.figshare.19307900.v1
title: Tweets #StopHateforProfit

description: Tweets recolectados con el hashtag #Stophateforprofit
DOI: 10.7488/ds/2356
title: The Environmental Stratification of Europe
title: EnS

description: The Environmental Stratification of Europe (EnS) is a statistically derived land classification, providing a novel global spatial framework for the integration and analysis of ecological and environmental data. The dataset distinguishes 84 strata that are relatively homogeneous in environmental conditions and can be aggregated into 13 environmental zones (EnZ). The EnS is available as a raster and vector spatial dataset for use with a Geographical Information System, and has a 1km spatial resolution and is projected in the INSPIRE ETRS89-LAEA projection. The EnS provides a robust spatial analytical framework for the aggregation of local observations, identification of gaps in current monitoring efforts and systematic design of complementary and new monitoring and research. The classification procedure is described in: Metzger M.J., Bunce R.G.H, Jongman R.H.G, Mücher C.A., Watkins J.W. (2005). "A climatic stratification of the environment of Europe". Global Ecology and Biogeography 14: 549-563 - https://doi.org/10.1111/j.1466-822x.2005.00190.x
description: This dataset contains: 1) EnSv8.zip - The ESRI shape files for the EnS (84 strata) and the EnZ (13 zones, with .avl legend). (Note this is an updated versions from the map published in 2005 paper, as described in the Readme_EnSv8.pdf file in this .zip 2) maps.zip - A set of maps of the EnS with strata labels and the EnZ as .png and .tif files in 600dpi print quality 3) prin_components.zip - GeoTiff files of the 20 principal component rasters of the classification variables. pc1-4 were clustered to create the EnS (as described in the GEB paper), and the Eigenvectors and Eigenvalues of the principal components as a .csv file (PCA_eigenvaules_eigenvectors.csv). These statistics were not described in the paper but may be of interest to better understand the strata.
DOI: 10.6084/m9.figshare.27894312
title: Supplementary Material for: Reference ranges for preductal oxygen saturation and heart rate in moderate and late preterm infants with deferred cord clamping.

description: Introduction. Moderate and late preterm (MLPT) infants represent a substantial percentage of all preterm infants and frequently need support in the delivery room (DR). Deferring cord clamping (DCC) improves SpO2 and heart rate (HR) stabilization in term infants. However, data on MLPT infants are limited. 
Methods. Prospective observational study collecting SpO2 and HR by pulse-oximetry (PO) in healthy MLPT infants with DDC to construct percentile graphs for the first 10 minutes after birth. 
Results. 96 MLPT infants were monitored for preductal SpO2 and HR, and percentiles were calculated. SpO2 mean was significantly lower for MLPT than for term infants during the first six minutes after birth, and 15% didn’t achieve SpO2 &gt; 85% in the first five minutes after birth. HR was significantly lower in MLPT infants in the first 4 minutes after birth; however, HR consistently remained above bradycardic values (&gt; 100 bpm). NICU admission and postnatal complications were not different between MLPT achieving SpO2 &gt; 85% or not. 
Conclusions. MLPT infants with DCC achieved stable SpO2 and HR significantly later, 6 min and 4 min, respectively than term infants. In addition, 15% of MLPT infants didn’t achieve SpO2  85% at five minutes after birth. However, admission to the NICU and clinical evolution didn’t differ from newborns with SpO2 85% at 5 minutes. Larger studies including long-term follow-up are needed to assess if lower SpO2 in the first five minutes has clinical consequences in non-resuscitated MLPT.
DOI: 10.18739/a23b5w91q
title: Surface underway dissolved O2/Ar and O2 data collected in the Bering, Chukchi, and Beaufort Seas in October-November 2020 on SKQ202014S

description: These data files contain surface dissolved O2 (Oxygen) concentration and dissolved O2/Ar (Oxygen/Argon) saturation ratio for the Bering, Chukchi, and Beaufort Seas with relevant accompanying ancillary information. The data are useful for understanding the balance of physical and biological controls driving surface ocean dissolved O2 concentrations and for calculating net biological community production rates. The data were collected with funding from NSF (National Science Foundation) Award 1928684 “High Resolution Observing of Arctic Net Community Productivity with Ships of Opportunity” Data were collected between October 17th, 2020 and November 16th, 2020 from the surface uncontaminated seawater supply of R/V (Research Vessel) Sikuliaq on Cruise ID (Identifier) SKQ202014S. Data were collected near-continuously using an equilibrated inlet mass spectrometer (EIMS) and an Aanderaa optode, with occasional outages for instrument maintenance or flow disruptions. The cruise departed and returned from Seward, AK (Alaska) and sampled waters of the Bering, Chukchi and southern Beaufort Seas.
DOI: 10.18739/a26h4cq72
title: Underway and bottle oxygen data collected on the Sikuliaq Research Vessel, Bering and Chukchi Seas, Alaska, 2017

description: The data archived here were collected during a 2017 research cruise on the Research Vessel Sikuliaq (SKQ201712S). Data were collected between August 2, 2017 and August 22, 2017 between Seward, Alaska (AK) and the Northeast Chukchi Sea. CTD stations were occupied throughout the NE Chukchi and Western Beaufort. We occupied some Distributed Biological Observatory (DBO) stations as part of this work, including DBO4 and DBO5. Satellite measurements have documented significant reductions in sea ice cover, thickness, and duration throughout the Arctic Ocean in recent decades. Because of the complex interactions and feedbacks among physical, biogeochemical and ecological processes in the Arctic, there is significant uncertainty regarding how these changes in sea ice will impact the marine biological pump, which fuels the rich bottom communities on Arctic ocean shelves and is key to the regional carbon cycle. While responses of the biological pump to increased light availability in spring are currently being pursued, a considerable gap in knowledge exists regarding biological processes in the late summer and early fall. Recent studies indicate a several-decade trend of intensifying wind forcing over the Alaskan margin along the Chukchi and Beaufort Seas in the late, ice-free season (September-November). These events could lead to mixing of nutrients into surface waters, fueling increased biological production and sequestering additional carbon into shelf bottom waters prior to the winter ice advance. However, the lack of direct, concurrent observations of primary and net community productivity rates, and nutrient and carbon distributions during this poorly-sampled time of year hinders efforts to assess the ecosystem implications of such changes. The goal of this project was to address the question of increasing biological production in the late season through intensive field sampling in two successive years.