cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1410402
title: Preliminary Data Collected By 2 Prototype Surface Velocity Platform Drifters With Barometer And Reference Sensor For Temperature (Svp-Brst)

description: The SVP-BRST drifter was developed to serve calibration and validation of Sentinel satellite SST retrievals. Two prototypes were deployed in the Mediterranean Sea end of April 2018. Preliminary data collected then until 11 June 2018 are published in this dataset. The drifters were developed and deployed under funding from the European Union's Copernicus Programme. The data are transmitted from the buoy to shore using data format #091 (see References).
description: The project is funded by the European Union's Copernicus programme.
description: {"references": ["Blouch, Pierre, Billon, Christophe, & Poli, Paul. (2018, July 4). Recommended Iridium SBD dataformats for buoys (Version 1.7). Zenodo. http://doi.org/10.5281/zenodo.1305120"]}
DOI: 10.5281/zenodo.3266246
title: LTER Northern Adriatic Sea (Italy) marine data from 1965 to 2015

description: The present database contains observations for 21 parameters of abiotic, phyto and zooplankton data collected in the Northern Adriatic Sea region (Italy). It relies on a Comma Separated Values file and it is composed by 108687 records. Due to its long temporal coverage, it is classifiable as Long Term Ecological data. Due to the long temporal coverage, the great part of parameters changed collection and analysis method in time. These variations are reported in the database. A long term database can be useful for multiple purposes. This database has been released under a research project focused on Open Science principles application to marine ecology, it is also deposited in B2Share repository (https://b2share.fz-juelich.de/records/f772ed02dcd1403a86fac5a6a19005ef) and metadata are available in DEIMS-SDR (Dynamic Ecological Information Management System - Site and dataset registry, https://deims.org/dataset/38d604ef-decb-4d67-8ac3-cc843d10d3ef). A datapaper, discussing methods, results and describing data is under discussion on Earth System Science Data (https://www.earth-syst-sci-data-discuss.net/essd-2019-111/)
DOI: 10.5281/zenodo.3552308
title: Supplementary data for the manuscript "Thermodynamic properties of isoprene and monoterpene derived organosulfates estimated with COSMOtherm"

description: .cosmo and .energy files of various isoprene and monoterpene derived organosulfates and methyl bisulfate (neutral and deprotonated), IEPOX (neutral) and hydrated sodium (cation).
DOI: 10.5281/zenodo.3579396
title: Simulations from the LPJmL3.5 dynamic global vegetation model for the Vegetation Carbon Turnover Intercomparison

description: Outputs from the LPJmL3.5 dynamic global vegetation model are provided for two global simulations. One forced by CRU-NCEP v5 climate data for the period 1901-2014 and one forced by bias-corrected IPSL-CM5A-LR RCP 8.5 climate data for the period 1901-2099. Only potential natural vegetation was simulated, i.e. no human land-use. Both simulations are at 0.5 x 0.5 degree spatial resolution. Carbon turnover fluxes for live vegetation for each individual turnover-causing process in the model were outputted individually. For a full description of the simulations, please refer to the accompanying paper.
DOI: 10.5281/zenodo.3580096
title: Mast-borne spectral reflectance measurements of boreal landscape during spring

description: This dataset contains mast-borne spectral reflectance measurements (350-2500 nm / 350-1000 nm) measured with an ASD Field Spec Pro JR spectroradiometer and digital images of the measurement areas from the time of the measurements. The measurement targets are a boreal sparse pine forest and a forest opening located at the premises of the Arctic Space Centre of the Finnish Meteorological Institute in Sodankylä, northern Finland (N67.361833, E26.634154, WGS84). The dataset covers spring time periods during years 2010-2018 from the dry snow period until some time after the snow disappearance. The temporal coverage vary from year to year depending on the mounting date and due to technical problems. Measurements have been conducted every 30 min during fixed day-time period and based on set weather threshold values. The spectral reflectance data are organized in yearly CSV files the metadata information attached in the file header. Accordingly, the digital images from the measurement areas are organized in yearly folders and packed into zip files. For this version a data example plot (Data_example_mast.png) was added to have a quick visualisation of the sort of the data available. For further information contact Henna-Reetta Hannula (henna-reetta.hannula@fmi.fi) or Kirsikka Heinilä (kirsikka.heinila@ymparisto.fi)
description: {"references": ["Salminen, M., Pulliainen, J., Mets\u00e4m\u00e4ki, S., Kontu, A., & Suokanerva, H. (2009). The behaviour of snow and snow-free surface reflectance in boreal forests: Implications to the performance of snow covered area monitoring. Remote Sensing of Environment, 113(5), 907-918.", "Niemi, K., Mets\u00e4m\u00e4ki S., Pulliainen J., Suokanerva H., B\u00f6ttcher K., Lepp\u00e4ranta M., and Pellikka P.: The behaviour of mast-borne spectra in a snow-covered boreal forest, Remote Sens. Environ., 124, 551\u2013563, 2012.", "Pulliainen, J., Salminen, M., Heinila, K., Cohen, J., & Hannula, H.-R. (2014). Semi-empirical modeling of the scene reflectance of snow-covered boreal forest: Validation with airborne spectrometer and LIDAR observations. Remote Sensing of Environment, 155, 303-311."]}
DOI: 10.5281/zenodo.3761859
title: Data on spatial distribution of tracers for optical sensing of stream surface flow

description: Here, we present the numerical and field data used in the manuscript entitled <em>Spatial distribution of tracers for optical sensing of stream surface flow</em>. Numerical data were synthetically generated considering different values of seeding density and aggregation levels of tracers for image-velocimetry analyses. In total, 33,600 synthetic images were generated. Field data correspond with the Basento River case study located in southern Italy. The respective footage at 12 fps, pre-processed and stabilised frames, and reference velocity data are provided in this dataset.
DOI: 10.5281/zenodo.3842282
title: Multi-scale sea ice kinematics modeling dataset with a tripolar grid hierarchy (TS grids) in CESM

description: 1. We design a new tripolar grid generation method for global ocean-sea ice modeling. The generated grid is orthogonal and compatible with ocean and sea ice models. A hierarchy of ocean-sea ice model grid is constructed and incorporated in CESM by using the grid generation method. The generated tripolar grids are regarded as TS045, TS015 and TS005, with the nominal resolution of 0.45<sup>o </sup>(800x560), 0.15<sup>o</sup> (2400x1680) and 0.05<sup>o </sup>(7200x5040), respectively. The resolution range for the grid hierarchy covers climate modeling to sub-mesoscale capable for ocean modeling. 2. Atmosphere forced simulations based on CESM D-type experiments are carried out for TS grid. Both TS045 and TS015 experiments start with no sea ice, integrate for 42 years. TS005 starts from the equilibrium state of TS015 result (36 year), runs for another 7 years. 3. TS0*.grid files include necessary grid information, such as grid latitude, longitude, etc. TS0*.kmt files denote the deepest level at each grid location. Bilinear interpolators from TS grid to atmosphere T62 grid are provided with map*.nc files. The model outputs at year 42 are provided with T*.nc files. The last two kinds of netcdf files are compressed with Linux command "gzip".
DOI: 10.5285/75aa66c1-47b4-4344-ab5d-52ff2913a61e
title: Auroral Boundary Derived from IMAGE Satellite Mission Data (May 2000 - Oct 2002)

description: Auroral oval boundary locations derived from IMAGE (Imager for Magnetopause-to-Aurora Global Exploration) satellite FUV (Far Ultra Violet imager) data covering the period from May 2000 until October 2002. Three sets of boundary data were derived separately from the WIC (Wideband Imaging Camera) and SI12/SI13 (Spectrographic Imager 121.8/135.6 nm) detectors.

For each image, the position of each pixel in AACGM (Altitude Adjusted Corrected Geomagnetic) coordinates was established. Each image was then divided into 24 segments covering 1 hour of magnetic local time (MLT). For each MLT segment, an intensity profile was constructed by finding the average intensity across bins of 1 degree magnetic latitude in the range of 50 to 90 degrees (AACGM).

Two functions were fit to each intensity profile: a function with one Gaussian component and a quadratic background, and a function with two Gaussian components and a quadratic background. The function with a single Gaussian component should provide a reasonable model when the auroral emission forms in a continuous oval. When the oval shows bifurcation, the function with two Gaussian components may provide a better model of the auroral emission. Of the two functions fit to each intensity profile, we determine the one with the lower reduced chi-square goodness-of-fit statistic to be the better model for that profile. For the version 1.1 boundary location data, the fitting process was performed over 200 iterations to achieve each fit.

The auroral boundaries were then determined to be the position of the peak of the poleward Gaussian curve, plus its FWHM (full-width half-maximum) value of the Gaussian, to the peak of the equatorward Gaussian, minus its FWHM. In the case of the single Gaussian fit, the same curve is used for both boundaries.

A number of criteria were applied to discard poorly located auroral boundaries arising from either poor fitting or incomplete data.

A further correction can be applied to the data, to estimate the location of the Earth's magnetic field's OCB (open-close boundary). These corrections have been tabulated in a separate file; if this correction is required the adjustments should be made to the poleward boundary value.
DOI: 10.5439/1025135
title: ARM: 915-MHz Radar Wind Profiler/RASS (RWP915): wind consensus data

description: 915-MHz Radar Wind Profiler/RASS (RWP915): wind consensus data
DOI: 10.5439/1027284
title: ARM: ARSCL: cloud base height from first Clothiaux algorithms on Vaisala or Belfort ceilometers, Micropulse lidar, and MMCR

description: ARSCL: cloud base height from first Clothiaux algorithms on Vaisala or Belfort ceilometers, Micropulse lidar, and MMCR
DOI: 10.5439/1095313
title: ARM: ARMBE: Atmospheric measurements

description: ARMBE: Atmospheric measurements
DOI: 10.5439/1182058
title: Microwave Radiometer, 3-Channel TIP mode (mwr3ctip)

description: ARM Instrument: Microwave Radiometer, 3 Channel TIP mode
DOI: 10.5439/1346559
title: Campaign datasets for Observations and Modeling of the Green Ocean Amazon (GOAMAZON)

description: The hydrologic cycle of the Amazon Basin is one of the primary heat engines of the Southern Hemisphere. Any accurate climate model must succeed in a good description of the Basin, both in its natural state and in states perturbed by regional and global human activities. At the present time, however, tropical deep convection in a natural state is poorly understood and modeled, with insufficient observational data sets for model constraint. Furthermore, future climate scenarios resulting from human activities globally show the possible drying and the eventual possible conversion of rain forest to savanna in response to global climate change. Based on our current state of knowledge, the governing conditions of this catastrophic change are not defined. Human activities locally, including the economic development activities that are growing the population and the industry within the Basin, also have the potential to shift regional climate, most immediately by an increment in aerosol number and mass concentrations, and the shift is across the range of values to which cloud properties are most sensitive. The ARM Climate Research Facility in the Amazon Basin seeks to understand aerosol and cloud life cycles, particularly the susceptibility to cloud aerosol precipitation interactions, within the Amazon Basin.
DOI: 10.5439/1350629
title: ARM: KAZRARSCL: multiple outputs from first Kollias algorithm

description: KAZRARSCL: multiple outputs from first Kollias algorithm
DOI: 10.5439/1350630
title: ARM: KAZRARSCL: cloud boundaries from first Kollias algorithm

description: KAZRARSCL: cloud boundaries from first Kollias algorithm
DOI: 10.5439/1392569
title: shallowcumulus

description: shallowcumulus.c1 datastream is generated by shallowcumulus VAP
DOI: 10.5676/eum_saf_cm/fcdr_mwi/v003
title: Fundamental Climate Data Record of Microwave Imager Radiances, Edition 3

description: The CM SAF FCDR of Microwave Imager Radiances comprises inter-calibrated brightness
	  temperatures (BTRs) from the SMMR, SSM/I and SSMIS radiometers. It covers the time period
      from October 1978 to December 2015 including all available data from the SMMR radiometer
      aboard Nimbus–7, the SSM/I radiometers aboard F08, F10, F11, F13, F14, and F15 and the SSMIS
      radiometers aboard F16, F17, and F18. It provides homogenised and inter-calibrated BTRs in a
      user friendly data format. SMMR, SSM/I and SSMIS data are used for a variety of applications,
      such as analyses of the hydrological cycle and remote sensing of sea ice. The improved
      homogenization and inter-calibration procedure ensures the long term stability of the FCDR for
      climate related applications. All available raw data records have been reprocessed to a common
      standard, starting with the calibration of the raw Earth counts, to ensure a completely
      homogenized data record. The data processing accounts for several known issues with the
      instruments and corrects calibration anomalies due to along-scan inhomogeneity, moonlight
      intrusions, sunlight intrusions, and emissive reflector. Corrections for SMMR are limited
      because the SMMR raw data records were not available. Furthermore, the inter-calibration model
      incorporates a scene dependent inter-satellite bias correction and a non-linearity correction
      to the instrument calibration. The data files contain all available original sensor data
      (SMMR: Pathfinder Level 1b) and metadata to provide a completely traceable climate data
      record. Inter-calibration and Earth incidence angle normalization offsets are available as
      additional layers within the data files in order to keep this information transparent to the
      users. The data record is complemented with radiometer sensitivities, quality flags, surface
      types, and Earth incidence angles.
DOI: 10.5883/ds-ccz1
title: Unexpected high abyssal ophiuroid diversity in polymetallic nodule fields of the Northeast Pacific Ocean, and implications for conservation.

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.5883/ds-dea1
title: Unexpected high abyssal ophiuroid diversity in polymetallic nodule fields of the Northeast Pacific Ocean, and implications for conservation.

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.6073/pasta/a7f501c8c1065f60fdff481e9fb7c1b0
title: McMurdo Dry Valleys Basic GIS Map Layers - up to 2007

description: Basic Layers from the MCM-LTER spatial data holdings have been exported and symbolized, and they are available for download here. Most of these layers date from Oct-2007 or earlier, please see the Polar GeoSpatial Center for more updated base and specialized layers. The spatial GIS layers contained in this ZIP file were exported from the 2006 MCM-LTER Spatial Database (now deprecated) in the ESRI Shape File format. For your convenience, Layer Files (.lyr), Â which are already symbolized, are also included. The spatial layers contained in the MCM-LTER Spatial Database are accurate (depending on the date the shapefiles in this ZIP file were last exported, they may be out of date).Â List of layers: Â Camp locations.lyr glacier stake locations.lyr glaciers.lyr lakes and ponds.lyr maximum extent.lyr met station locations.lyr ocean.lyr stream gauge locations.lyr streams - monitored.lyr streams - not monitored.lyr topo 50m.lyr Â
DOI: 10.6082/uchicago.2132
title: ChiWIS H2O data from the IsoCloud 4 Campaign

description: These data, presented in the NASA Ames format, contain time series of the water vapor mixing ratio measured by the Chicago Water Isotope Spectrometer (ChiWIS) during the IsoCloud 4 campaign at the AIDA cloud chamber.
DOI: 10.6084/m9.figshare.24913998.v1
title: Study data

description: <b>Introduction</b>Assisted teleconsultation is the act of telemedicine involving on one side a patient in the presence of a healthcare professional and an expert on the other side. Assisted teleconsultation in outpatient pharmacies may be an alternative to the emergency room for patients with a semi-urgent medical problem. This project aimed at pilot testing the assisted teleconsultation in an outpatient pharmacy to assess its feasibility and to collect initial real-world data.<b>Methods</b>After initial evaluation and triage by the pharmacist, assisted teleconsultation was proposed to patients consulting at one outpatient pharmacy for semi-urgent medical problems. Prospective data on patients, consultation reasons, teleconsultation duration, patient’s orientation and pharmacist’ satisfaction were prospectively collected.<b>Results</b>Between December 2020 and June 2021, thirty-nine consultations took place, 12 with video and 27 with telephone. Patients’ median age was 37 years (IQR 26-50), 59% were women. Near half of the consultations (19) happened during the week-end. Mean ATC duration was 22 minutes (IC95% 18.6-26.1). Twenty-nine (74%) consultations ended with a prescription, 8 (21%) with medical recommendations and 2 (5%) with an emergency care referral. Without teleconsultation, 34 (87%) patients would have consulted a physician for their problem, and 24 (62%) would have been to the emergency room (self-reported). Fourteen (36%) consultations involved ENT, ophthalmologic and dermatologic complaints.
DOI: 10.6084/m9.figshare.28327901
title: Supplementary Material for: Improving Outcomes in Hepatocellular Carcinoma through Integration of Machine Learning: Development of a Tumor-Associated Macrophage Signature

description: Introduction: Hepatocellular carcinoma (HCC) is one of the most common malignant tumors globally. Macrophages, as essential components of the immune system, play crucial roles in immune regulation, inflammation modulation, and antitumor activity. However, it remains unclear whether tumor-associated macrophages can serve as prognostic markers for HCC.
Methods: First, we identified tumor-associated macrophages based on single-cell data from GSE140228. Then, using a machine learning approach with a combination of 101 module genes, we constructed an optimal prognostic model. Subsequently, we compared our constructed model with other published prognostic models for HCC. Finally, we utilized the generated model score to predict the response to chemotherapy and immune therapy.
Results: First, we identified clusters of tumor-associated macrophages using single-cell data. Subsequently, we calculated the tumor-associated macrophage score based on module genes from the previous step. Compared to traditional clinical indicators, tumor-associated macrophage signature (TAMS) exhibits significant advantages. The TAMS C-index not only predicts overall survival, but also recurrence-free survival in HCC patients. Additionally, there was a higher prevalence of TP53 mutations in HCC patients with high TAMS. Furthermore, patients with low TAMS showed greater sensitivity to immunotherapy compared to those with high TAMS. Notably, the number and intensity of interactions between TAM and other T lymphocytes were significantly higher than those involving other cell populations. Interestingly, the high TAMS group exhibited significantly elevated levels of immune checkpoint markers and M2 macrophage markers.
Conclusion: TAMS can serve as a novel and potent tool, offering improved treatment options and prognostic assessment for patients with HCC.
DOI: 10.6096/dacciwa.1690
title: KIT_MetData 1min_Save

description: Meteorological standard variables such as air temperature, relative humidity, wind speed etc. (see variable list below) aggrgated to 1 min averages<br>
<br>
Observing strategy: <br>
In situ measurements. Sampling rate 1 Hz and 20 Hz. Aggregation period 1 min
DOI: 10.15468/dl.gcx3gv
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Citrus reticulata Blanco",
 "Year 2000-2025"
 ]
}

 The dataset includes 188 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011152-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8xavt
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterygota macrocarpa K.Schum."
 ]
}

 The dataset includes 260 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011153-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14800408
title: Association Between Transcranial Direct Current Stimulation and Disability and Quality of Life in Individuals with Parkinsonism

description: Association Between Transcranial Direct Current Stimulation and Disability and Quality of Life in Individuals with Parkinsonism
DOI: 10.5281/zenodo.14800409
title: Association Between Transcranial Direct Current Stimulation and Disability and Quality of Life in Individuals with Parkinsonism

description: Association Between Transcranial Direct Current Stimulation and Disability and Quality of Life in Individuals with Parkinsonism
DOI: 10.15468/dl.c6xwvk
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Putranjiva roxburghii Wall."
 ]
}

 The dataset includes 560 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011155-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkbyx5
title: Occurrence Download

description: A dataset containing 46010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Punica granatum L."
 ]
}

 The dataset includes 46010 records from 659 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011154-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e56ggu
title: Occurrence Download

description: A dataset containing 2355059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Himantopus himantopus (Linnaeus, 1758), Recurvirostra avosetta Linnaeus, 1758)"
 ]
}

 The dataset includes 2355059 records from 1270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011151-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.