cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18462/iir.gl.2018.1149
title: Comparison of heat pump design and performance for modern refrigerants.

description: Due to increasing awareness of global warming, the types of refrigerants used in heat pumps are changing globally. Regulations for HFC refrigerants are being introduced due to their high global warming potential (GWP). This can create a shift in demand for different refrigerants since HFCs are still commonly used in many countries. As a result, the refrigerant charge will play a significant role when determining the most feasible refrigerant. This paper presents a numerical study of the performance of natural, HFC, and HFO refrigerants for a one-stage cycle and focuses on the refrigerant charge influence. The study shows that R717 is the most optimal refrigerant, exhibiting a 51% to 87% smaller charge and 12% to 27% lower cost of heat compared to other refrigerants. In addition, the results show that the refrigerant price should be included when conducting economic evaluations.
DOI: 10.18739/a2707wp92
title: Sea ice thickness and false bottom measurements along drill lines during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition, Leg 4

description: This dataset contains measurements of sea ice thickness along drill lines. These measurements were taken in the Central Arctic during Leg 4 of the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition, July 14-29, 2020. Thickness measurements include observations of rafted ice, false bottoms, and sea ice freeboard. Measurements were made through holes in the ice made with a 2-inch sea ice drill, with thickness and features observations made using a combination of thickness tape and a snow stick adapted for the purpose. The primary aim of these observations was to capture the presence and distribution of false bottom features under the ice during the melt season.
DOI: 10.25326/29
title: ELIFAN Cloud fraction - CO-PDD station - L2A Hourly means

description: Time series of L2A Sky Imager of the Puy de Dome (63) station.
DOI: 10.25326/58
title: EUREC4A - ATR-42 - Lidar ALiAS - level 2 and 3 cloud products

description: The Airborne Lidar for Aerosol Survey (ALiAS) was operated on the SAFIRE ATR-42 during the EUREC4A field campaign. The aircraft was stationed at the Regional Security System (RSS) facilities based in the Grantley Adams International Airport of Barbados (BGI). The ATR-42 conducted 20 scientific flights, totalizing ~80 flight hours, from 23 January to 13 February 2020. For each flight, the lidar data are inversed in terms of cloud detection (cloud mask), as a function of distance from emitter along the laser beam. Cloud detection is applied on the phase of flight where rectangles are described by the aircraft. They have been time- and geo-localized. The database contains one level 2 and 3 file per flight. Level 2 data are products of individual lidar profiles for cloud detection along the horizontal line of sight whereas Level 3 data are a combination of Level 2 data.
DOI: 10.25326/59
title: EUREC4A – ATR-42 – Lidar ALiAS – level 2 and 3 aerosol products

description: The Airborne Lidar for Aerosol Survey (ALiAS) was operated on the SAFIRE ATR-42 during the EUREC4A field campaign. The aircraft was stationed at the Regional Security System (RSS) facilities based in the Grantley Adams International Airport of Barbados (BGI). The ATR-42 conducted 20 scientific flights, totalizing ~80 flight hours, from 23 January to 13 February 2020. For each flight, the lidar data are inversed in terms of aerosol extinction coefficient (AEC), as a function of altitude. They have been time- and geo-localized. The database contains one level 2 and 3 file per flight. Level 2 data are products of individual lidar profiles for aerosol retrieval whereas Level 3 data are a combination of Level 2 data.
DOI: 10.5066/p9oube6t
title: Central Mojave Desert Vegetation Mapping Project, California, 1997-1999: Plots Points and Photographs

description: The Mojave Plots Points data are 1,219 plot locations in the Central Mojave Desert where field data were recorded and photographs were taken from 1997-1999 to provide context for the classification of the Central Mojave Desert into various vegetation classes. The 1,219 plot locations in the plots points shapefile (plots_points.shp) are each assigned a unique identifier called the FinalPlotCode. The FinalPlotCode can be used to match the shapefile points to the Mojave Field Data. The attached CSV file (Mojave_Images_Crosswalk.csv) can be used to relate the FinalPlotCodes to the associated photographs that are attached as zipped TIFF images to the ScienceBase page. There are 1,695 total photographs available that were taken at some of the plots included in the plots points shapefile. The number of images available for a given plot ranges from 0-3. The metadata record (Mojave-Vegetation-Mapping_Plots-Points-and-Photographs-Metadata.xml), plots points locations shapefile (zipped shapefile, plots_points.zip), photographs (12 zip folders of TIFF files, Mojave_Images_Plots-##-##.zip) and crosswalk sheet (Mojave_Images_Crosswalk.csv) are all available as attachments on the Plots Points and Photographs ScienceBase page.
DOI: 10.5281/zenodo.4679897
title: Processed data and results of the INFIMA paper

description: This Zenodo repository makes the processed data and the results of our INFIMA paper available. Our paper presents a method called INFIMA for <strong>In</strong>tegrative <strong>Fi</strong>ne-<strong>Ma</strong>pping with Model Organism Multi-Omics Data. INFIMA capitalizes on multi-omics data modalities such as chromatin accessibility and transcriptome from the eight Diversity Outbred (DO) mice founder strains to fine-map DO islet eQTL. In addition, INFIMA employs footprinting and <em>in silico</em> mutation analysis to reveal regulatory genetic variants that mediate strain-specific expression differences. The source code for reproducing the data can be found at Github. Please also check our Shiny app for data visualization!
DOI: 10.5281/zenodo.4736394
title: Arbuscular mycorrhizal fungal communities of forbs and C3 grasses respond differently to cultivation and elevated nutrients

description: This dataset provides source data for a paper accepted by Mycorrhiza in 2021. All details about reported experiments, research questions, and results can be found there, once the paper is published.
DOI: 10.5281/zenodo.7118053
title: Dataset of "Vertical-Wind-Induced Cloud Opacity Variation in Low Latitudes Simulated by a Venus GCM"

description: This dataset contains the GrADS data of Venus GCM results used for figures in the paper "Vertical-Wind-Induced Cloud Opacity Variation in Low Latitudes Simulated by a Venus GCM" by H. Karyu et al. (2022). The file 'dataset_day1' contains the three-dimensional (X: longitude, Y: latitude, Z:altitude (km)) data of temperature (unit: K), zonal wind velocity (unit: m/s), meridional wind velocity (unit: m/s), vertical wind velocity (unit: m/s), geopotential height (unit: m), cloud mass mixing ratio of mode 1, 2, 2', 3 particles, mass mixing ratio of sulfuric acid, air density (unit: kg/m<sup>3</sup>), cloud mass mixing ratio changing rate of mode 1, 2, 2', 3 particles (unit: 1/s), in snapshots of every 3 hours for the periods of the first Venusian days (117 Earth days). The file 'dataset_day2' contains the same for the second Venusian days. The file 'cloudtau-wc' contains three-dimensional (X: longitude, Y: latitude, Z:altitude (km)) data of column-integrated optical depth (COD) of mode 1, 2, 2' 3 particles and column mass abundance of mode 1, 2, 2' 3 particles (unit: kg/m<sup>2</sup>), in snapshots of every 3 hours for the periods of 2 Venusian days (234 Earth days). The COD at each altitude corresponds to the integrated value from the top of the atmosphere, and the column mass abundance of each altitude corresponds to the integrated value from the bottom of the atmosphere. The COD is calculated with the cloud mass mixing ratio stored in the file ‘dataset’ and extinction efficiency shown in the paper. The file 'stf-wc' contains two-dimensional (Y: latitude, Z:altitude (km)) data of mass stream function (unit: kg/s) and residual mass stream function (unit: kg/s), in snapshots of every 3 hours for the periods of 2 Venusian days (234 Earth days). One should refer to Holton (2004) for the definition of the (residual) mass stream function. The files 'dataset_comp' and 'taudataset_comp' are composite mean data of 'dataset' and 'cloudtau-wc', respectively, in snapshots of every 3 hours for the period of 30 days starting from day 86 of the simulation (Earth day). The composite mean is calculated by averaging atmospheric parameters with respect to the frame moving at the rotation period of 7.1-day. The file ‘scripts’ contains FORTRAN scripts and some additional files to derive the atmospheric parameters stored in 'cloudtau-wc’, 'stf-wc’, 'dataset_comp' and ‘taudataset_comp' from the GCM output file ‘dataset’. Please refer to the ‘README.txt’ contained in ‘scripts’ for how to use FORTRAN scripts, required input files and their output. The .tar.xz files can be extracted in Linux with 'tar Jxvf' command, and .grd and .ctl files with the same stem are generated.
description: {"references": ["Holton, J. R. (2004). An introduction to dynamic meteorology 5th edition. Academic Press, 552 pp."]}
DOI: 10.5281/zenodo.7344848
title: Data for the article "Quantitative Impact of Organic Matter and Soil Moisture on Permafrost"

description: Data for the article "Quantitative Impact of Organic Matter and Soil Moisture on Permafrost"
DOI: 10.5285/99e4446f-c43a-492d-83c9-e896206649c0
title: Surface and Meteorological Data at Huab River Valley, Skeleton Coast National Park, Namibia in September 2019

description: Wind, sediment transport and surface/saltation data collected at Huab River Valley during a field campaign in September 2019 to investigate saltation on gravel and sand surfaces.
Surface/saltation data: This is terrestrial laser scanned (TLS) data collected over sand and gravel surfaces during multiple days when saltation was active, on a surface approximately 8 m from the TLS, perpendicular to the wind direction. The data is raw point cloud format in text columns of x, y and z coordinate data.  Files are named *_^_scan& where * is the date that the data was collected in yymmdd format, ^ is surface type (sand or gravel) and & is the scan number. Each data set uses the same coordinate system. Data can be viewed in any spatial software.
Wind and sediment data were collected from a fixed point on each surface, directly downwind of the TLS data. The data is in csv file format with column titles and can be viewed in any text or database software.  Data include hot wire measurements at different heights, Wenglor counts, sensit counts and 3D sonic measurements on some days.  Sonic data is at 10 Hz, hotwire data at 10 second intervals, transport data is given within both datasets.
DOI: 10.25326/313
title: SAFIRE ATR42: RASTA L2 dataset

description: RASTA is an up-looking pulsed 95 GHz Doppler cloud radar with two antennas (zenith and backward). The radar was dedicated to the characterization of cloud microphysics and dynamics. The radar was operated at 30 m resolution with a maximum range of 6 km at 1 s integration with both Doppler moments (reflectivity and velocity) available.
The radar reflectivity is range-corrected and calibrated, and the background noise is removed using a thresholding technique based on the background noise characteristics. The reflectivity is corrected for gaseous attenuation using co-located information from dropsonde temperature, humidity and pressure. Once the Doppler velocity is unfolded and corrected from aircraft’s motion and when backward and zenith antennas are simultaneously available, the vertical velocity and the along-track wind components of the cloud/precipitation wind are retrieved. Two antennas allow us to retrieve the two components of the wind in the plan defined by the two antennas.
Level 2 data are available for the flights during which the radar was operating and clouds were detectable with the radar (RF03, RF04, RF11, RF12, plus all flights from RF13 to RF19). For all these flights but two (RF11 and RF12), two antennas were working (zenith and up-backward), which allows us to derive wind information (its radial component) in addition to cloud information. For RF11 and RF12, only one antenna (zenith) was working and therefore the wind information is not available.
DOI: 10.25326/5
title: Daily Accumulated Surface Rainfall MT_L4_TAPEER-BRAIN Product

description: The TAPEER-BRAIN algorithm combines microwave and infrared observations to provide precipitation estimates and associated errors bars at the one-degree/one-day accumulated scale. It relies on rain detection from LEO microwave imagers (TRMM/TMI, F15/SSMI, F16/SSMIS, F17/SSMIS, F18/SSMIS, GCOMW1/AMSR2) and sounders (Megha-Tropiques/SAPHIR) as well as instantaneous precipitation retrievals from LEO microwave imagers using the BRAIN algorithm (Viltard et al, 2006). Those detections and rain rates estimates are then merged with full space/time resolution data from the thermal window channel onboard GEO platforms (MSG, Meteosat7/MSG-1 IODC, GOES-E, GOES-W, MTSAT, HIMAWARI). The product is further corrected statistically using the TRMM PR v7 near surface rain rates data.
DOI: 10.25845/sn2b-ws89
title: 2020 Keppel Island Bleaching Study
DOI: 10.6073/pasta/c6374c28a1352cf31cb947ef1bcb8366
title: Shell lengths of pteropod, Limacina helicina antarctica, collected from the PAL LTER sediment trap along the Western Antarctic Peninsula, 2004 - 2018, and from net tows 2017-2018.

description: Pteropod, Limacina helicina antarctica, is an abundant zooplankton along the Western Antarctic Peninsula (WAP) and prey for higher trophic organisms. Changes in the pteropod (pelagic snail) phenology (life history) have important implications for regional food web dynamics. Pteropod shell lengths were collected from the PAL LTER sediment trap located along the northern continental shelf of the PAL LTER sampling grid, 2004-2018. PAL LTER has deployed a time-series trap near 64.5° S, 66.0° W since late 1992. The trap is moored in 300 m depth and collects sinking particles at 170 m. Pteropod samples are stored in 21 sample collection bottles on the sediment trap that were prepared with a Milli-Q deionized water rinse and filled with 7.5 g NaCl l-1 solution and 2% borate-buffered formalin in filtered seawater (34 ppt), with a final salinity concentration of 41 ppt. L. h. antarctica shell lengths also collected during the PAL LTER 2018 January offshore cruise and for four months at Palmer Station, Anvers Island (November 2017 to February 2018). L. h. antarctica and all other macrozooplankton collection on the PAL LTER cruise are performed with a 2 m square frame Metro net (700 µm mesh), towed obliquely to a depth of 120 m. At Palmer Station, pteropods are collected with a 1 m x 1 m square frame Metro net (700 µm mesh) and a 1 m diameter ring net (200 or 500 µm mesh), towed obliquely to a depth of ~50 m. Shell lengths are determined by measuring from the opening of the shell aperture directly across the diameter of the shell. The shell lengths analyzed within the WAP region are used to determine phenology patterns in pteropod population dynamics and changes thereof over time.
DOI: 10.5281/zenodo.7064514
title: Explaining Non-Entailment by Model Transformation for the Description Logic EL - IJCKG22 - Resources

description: <strong>resources.zip</strong> contains the experiment data and results, and a README file explaining how to rerun the experiment.
DOI: 10.5281/zenodo.4729675
title: Factors contributing to prefixation of biaspectual verbs in Croatian Dataset

description: The dataset was colleted to examine the patterns behind prefixation of biaspectual verbs (BVs) in Croatian. In order to detect factors with a statistically significant impact on prefixation of BVs in Croatian, a random stratified sample of 237 Croatian BVs (37 BVs of Slavic origin and 200 biaspectual borrowings) was compiled. The data regarding the existence of perfective derivatives were extracted from three different corpora of contemporary Croatian and one subcorpus: the Croatian National Corpus (Tadić 1998, 2002), the Croatian Language Repository (Ćavar & Brozović-Rončević 2012; Brozović Rončević et al. 2018), and the Croatian Web Corpus and its subcorpus Forum (Ljubešić & Klubička 2014). For more information and detailed data description, see Kolaković (forthcoming).
description: {"references": ["Tadi\u0107, Marko. (1998). Raspon, opseg i sastav korpusa suvremenoga hrvatskoga jezika. Filologija, 30\u221231, 337\u2212347", "Tadi\u0107, Marko. (2002). Building the Croatian National Corpus. LREC2002 II, 441\u2212446. Paris/Las Palmas: ELRA", "\u0106avar, Damir; Brozovi\u0107-Ron\u010devi\u0107, Dunja. (2012). Riznica: The Croatian Language Corpus. Prace filologiczne 63, 51\u221265", "Brozovi\u0107 Ron\u010devi\u0107, Dunja et al. (2018). Croatian language corpus Riznica 0.1. Slovenian language resource repository CLARIN.SI. http://hdl.handle.net/11356/1180", "Ljube\u0161i\u0107, Nikola; Klubi\u010dka, Filip. (2014). {bs,hr,sr}WaC \u2014 Web corpora of Bosnian, Croatian and Serbian, in Bildhauer, F. and R. Sch\u00e4fer (eds.), Proceedings of the 9th Web as Corpus Workshop (WaC-9). Gothenburg, pp. 29\u221235", "Kolakovi\u0107, Zrinka. (forthcoming). Factors contributing to prefixation of biaspectual verbs in Croatian. Russian Linguistics"]}
DOI: 10.6084/m9.figshare.18432623.v3
title: Probiotic Cocktails Experiment: Sanger sequences

description: All_BT_bactSang.fasta: Sanger sequences of isolated fungi from wild boreal toad skin, concatenated into one file, in fasta format.<br>AA_toadBactSanger: a text and excel file of metadata on the Sanger sequences from all of the bacterial isolates we got off the toads in MiXS complaint format; Note that locations have been kept broad with no latitude and longitude since endangered species sites must be protected.<br>
DOI: 10.17632/b6x3f3xmzc.1
title: Data for: Hydrothermal fabrication of TiO2-MoO3nanocompositeswith superior performance for water treatment

description: TiO2-MoO3 nanocomposites have been hydrothermally fabricated at 180 oC using (NH4)6Mo7O24•4H2Oand TiCl4 as the Mo and Ti source, respectively. The TiO2-MoO3 nanocomposites showed good adsorption activity for Rhodamine B (RhB), Methylene blue (MB) and the Cr(VI) of heavy metal ion.
DOI: 10.21232/44vxhorw
title: CABO 2018-2019 Leaf-Level Spectra

description: null
DOI: 10.26033/18s3-2z54
title: NEOWISE Diameters and Albedos V2.0

description: This PDS data set represents a compilation of published diameters, optical albedos, near-infrared albedos, and beaming parameters for minor planets detected by NEOWISE during the fully cryogenic, 3-band cryo, post-cryo and NEOWISE-Reactivation Years 1 through 3 operations. It contains data covering near-Earth asteroids, Main Belt asteroids, active Main Belt objects, Hildas, Jupiter Trojans, Centaurs, and Jovian and Saturnian irregular satellites. Methodology for physical property determination is described in the referenced articles.
DOI: 10.3886/e168842v1
title: Data and Code for: Economic Effects of Environmental Crises: Evidence from Flint, Michigan

description: In April 2014, Flint, Michigan switched its drinking water supply from the Detroit water system to the Flint River as a temporary means to save $5M. Over eighteen months, it was revealed that the switch exposed residents to dangerous levels of lead, culminating in an emergency declaration in October 2015. This paper examines the impact of this crisis on the Flint housing market. The value of Flint's housing stock has fallen by $520M to $559M despite over $400M in remediation spending. Home prices remain depressed through August 2019, sixteen months after the water was declared safe for consumption.
DOI: 10.3886/icpsr30261.v6
title: United States Newspaper Panel, 1869-2004
title: Version 6

description: The United States Newspaper Panel, 1869-2004 contains data on US daily newspapers from 1869 and every presidential year from 1872 to 2004. The data includes information on newspaper political affiliation, party endorsement, circulation, subscription price, advertising price, content, publications times, and publisher. The data came from George P. Rowell and Company's (Rowell's) American Newspaper Directory (1869-1876), N.W. Ayer and Son's (Ayer's) American Newspaper Annual (1880-1928), and the Editor and Publisher Yearbook (1932-2004).
description: This collection includes English-language daily newspapers. A newspaper is considered to be a daily if it circulates 4 or more weekdays each week. In cases where newspapers published multiple editions, typically both a morning and evening edition, those were treated as separate records. Foreign-language newspapers, national newspapers (the Christian Science Monitor, Wall Street Journal and USA Today), and some non-news publications (e.g., real estate listings, live stock listings, etc.) were excluded from the sample. Please see the User Guide for additional information.
description: The data are not weighted and no weight variables were provided.
description: ICPSR data undergo a confidentiality review and are altered when necessary to limit the risk of disclosure. ICPSR also routinely creates ready-to-go data files along with setups in the major statistical software formats as well as standard codebooks to accompany the data. In addition to these procedures, ICPSR performed the following processing steps for this data collection: Checked for undocumented or out-of-range codes..
description: Datasets: 
 
 DS0: Study-Level Files 
 DS1: Time-Constant Newspaper Characteristics 
 DS2: Time-Varying Newspaper Characteristics 
 DS3: Newspaper Events in Each Year: Entries, Exits, and Merges 
 DS4: All Available Newspaper Subscription Prices in Each Year 
 DS5: All Available Newspaper Advertising Prices in Each Year 
 DS6: Time-Constant City Characteristics: City Name, County, and State 
 DS7: Time-Varying City Characteristics 
 DS8: City Population by Census Year 
 DS9: Time-Constant County Characteristics
description: record abstracts 
Due to the lack of information, this collection has been minimally processed by ICPSR.
Please refer to the related data collection ICPSR 35513, US Newspapers in the American South, 1869-1896, for data supplementary to this collection.
description: English-language daily newspapers with United States circulation from 1869 to 2004. Smallest Geographic Unit: city
description: George P. Rowell and Company's (Rowell's) American Newspaper Directory (1860-1876); N.W. Ayer and Son's (Ayer's) American Newspaper Annual (1880-1928); Editor and Publisher Yearbook (1932-2004);
DOI: 10.5066/p9nz9xsp
title: Evapotranspiration data, Kobeh Valley, Nevada, 2010-12