cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/4ccbc7087959dc2a25063e589dee7718
title: Residential housing segregation and urban tree canopy in 37 US Cities; data in support of Locke et al 2021 in npj Urban Sustainability

description: Our goal in this paper is to examine whether there are similar patterns in the distribution of tree canopy by Home Owners’ Loan Corporation (HOLC) graded neighborhoods across 37 cities. A pre-print of the paper can be found here: https://osf.io/preprints/socarxiv/97zcs This data packages contains: 1. City-specific file geodatabases with features classes of the HOLC polygons obtained from the Mapping Inequality Project https://dsl.richmond.edu/panorama/redlining/, and tables summarizing tree canopy, and in some cases other land cover classes. 2. An *.R script that replicates all of the analyses, graphs, and tables in the paper. Other double checks, exploratory, and miscellaneous outputs are created by the script too as a bonus. Everything in the paper can be done with the script; additional work outputs are also created. 3. A *.csv file containing city, the HOLC grade, and the percent tree canopy cover. This can be used to create the main findings of the paper and this flat file is provided as an alternative to running the R script to extract information from the geodatabases, combine, and analyze them. The intention is that this file is more widely accessible; the underlying information is the same. Redlining was a racially discriminatory housing policy established by the federal government’s Home Owners’ Loan Corporation (HOLC) during the 1930s. For decades, redlining limited access to homeownership and wealth creation among racial minorities, contributing to a host of adverse social outcomes, including high unemployment, poverty, and residential vacancy, that persist today. While the multigenerational socioeconomic impacts of redlining are increasingly understood, the impacts on urban environments and ecosystems remains unclear. To begin to address this gap, we investigated how the HOLC policy administered 80 years ago may relate to present-day tree canopy at the neighborhood level. Urban trees provide many ecosystem services, mitigate the urban heat island effect, and may improve quality of life in cities. In our prior research in Baltimore, MD, we discovered that redlining policy influenced the location and allocation of trees and parks. Our analysis of 37 metropolitan areas here shows that areas formerly graded D, which were mostly inhabited by racial and ethnic minorities, have on average ~23% tree canopy cover today. Areas formerly graded A, characterized by U.S.-born white populations living in newer housing stock, had nearly twice as much tree canopy (~43%). Results are consistent across small and large metropolitan regions. The ranking system used by Home Owners’ Loan Corporation to assess loan risk in the 1930s parallels the rank order of average percent tree canopy cover today.
DOI: 10.6073/pasta/91789c93a8930c3091bc5849060ff672
title: Compiled long-term community composition datasets of primary producers and consumers in both freshwater and terrestrial communities

description: This data package consists of two files to study long-term changes in communities across a range of systems (freshwater and terrestrial) and organism types (from short-lived (sub annual) to long-lived species) that are both primary producers and consumers. We compiled many datasets from publicly available archives (41 datasets are from 14 LTER sites). All datasets must have had a measure of species level abundance to calculate more derived community ecological metrics beyond species richness. These data can be used to study community dynamics over space and time.
DOI: 10.6084/m9.figshare.21692918
title: 13,734 and 27,009 SNP VCF filess for 342 Australian rainbowfish

description: 13,734 and 27,009 SNP VCF filess for 342 Australian rainbowfish
DOI: 10.17632/zh2vj85h8r.1
title: An Index of Latin American Populism

description: Dataset used in paper "An Index of Latin American Populism"
DOI: 10.18739/a24b2x61z
title: Grain size and ice layer stratigraphy from the upper 10 meters of Cores 1-7 collected during the 2016 Greenland Traverse for Accumulation and Climate Studies (GreenTrACS), western Greenland

description: Firn structure influences the fate and transport of meltwater generated in the accumulation zone of the Greenland Ice Sheet. Meltwater can be stored as refrozen ice layers within the firn column, but these features decrease future storage capacity as they act as impermeable barriers to deep infiltration. Observations of firn structure are necessary to validate firn model percolation schemes and predict future ice layer formation within the firn column for accurate ice sheet mass balance estimates. Here, we present grain size measurements and ice layer stratigraphy from seven firn cores collected in western Greenland during the 2016 Greenland Traverse for Accumulation and Climate Studies (GreenTrACS). We use the grain size data to count the number of grain size transitions within each firn core, and relate the number of grain size transitions, and particularly the number of fine-over-coarse grain size transitions to the total number of ice layers in each core. Unexpectedly, ice layers are strongly negatively correlated with all grain size transitions, and more specifically with fine-over-coarse grain transitions, which create capillary barriers that promote water ponding and ice layer formation. We suggest that these relationships are the final signature of capillary effects on vertical meltwater infiltration, as grain size transitions are overprinted during ice layer formation along stratigraphic horizons.
DOI: 10.23728/fmi-b2share.2265565e78c14a1e93a66576309cba95
title: Study about effects of sky view factor and screening on road surface temperaure forecast accuracy

description: Data related to manuscript titled "Effects of sky view factor and screening on road surface temperature forecast accuracy in Finland" to be submitted to a scientific journal for publication. Data includes: -Coordinates of the selected forecast points -Local horizon angles of the selected forecast points -Road weather station measurements -MEPS forecast -Simulated road surface temperatures -Verification results Each datatype has its own readme file to explain the data
DOI: 10.25326/316
title: SAFIRE ATR42: BASTALIAS L2 dataset

description: This product is based on ALiAS and BASTA data. This combined dataset was developed to take advantage of the lidar-radar synergy and complementarity to improve the detection of clouds, drizzle and rain. For this purpose, the two modes of the BASTA radar products are merged on a single horizontal grid and a single time resolution (1.5 s). Then the reflectivity is corrected for liquid and gas attenuation and the radar sensitivity is defined as a function of the distance from the aircraft. A first classification of hydrometeors is then made on the basis of radar observations. As the reflectivity associated with the presence of a remote hydrometeor depends on the drop diameter, reflectivity thresholds can be used to distinguish cloud droplets from drizzle or rain. The BASTALIAS dataset thus considers three options for the definition of cloud droplets, associated with each of these thresholds. 
The ALiAS lidar data at their original resolution are analyzed to determine the horizontal lidar profile that corresponds to the molecular or aerosol backscatter, to estimate the noise level, and to detect the presence of clouds. The lidar cloud detection methodology used in the BASTALIAS dataset is inspired from that developed for the CALIPSO space lidar and the airborne LNG lidar. This information is then used to define a lidar pseudo cloud mask at the same space and time resolution as the radar information. Finally, the lidar and radar cloud masks are analyzed jointly to make a final classification of hydrometeors and a lidar-radar cloud mask.
DOI: 10.5258/soton/d2491
title: Dataset supporting the article: Wall repulsion during electrophoresis: Testing the theory of concentration-polarization electroosmosis

description: This dataset supports the publication in the journal of Physics of Fluids entitled 'Wall repulsion during electrophoresis: Testing the theory of concentration-polarization electroosmosis'. This is the original data used to create Figures 4-7 in the above paper. We also include an example of original unprocessed video recording used to create one of the composition found in Figure 3, showing 3 um carboxylate particles in a 1.7 mS/m KCl electrolyte as they flow at the end of the channel, subjected to an AC electric field of 63 kV/m amplitude and a frequency of 90 Hz.
DOI: 10.5281/zenodo.4304411
title: V2X Security Threats

description: A set of VANET datasets collected from simulations. These contain data from normal and attack messages. The datasets are divided depending on the attack: DoS and Fabrication attack. The DoS attack is then subdivided depending on the frequency of the attack. The fabrication attack is divided into attacks to several parameters, speed, acceleration, and heading. Further explanation can be found in F. Gonçalves, B. Ribeiro, O. Gama, J. Santos, A. Costa, B. Dias, M. J. Nicolau, J. Macedo, and A. Santos, “Synthesizing Datasets with Security Threats for Vehicular Ad-Hoc Networks,” in IEEE Globecom 2020: 2020 IEEE Global Communications Conference (GLOBECOM’2020), Taipei, Taiwan.
DOI: 10.5281/zenodo.4432436
title: Systematic Literature Review results: PRISMA Statement Phases for Education and Communication based on Circular Economy and Bioenergy Literature

description: Results of each phase of the prisma statement of the flow Diagram.
DOI: 10.6084/m9.figshare.14430470
title: Data from: Increased adaptive phenotypic plasticity in the introduced range in alien weeds under drought and flooding

description: Data on plant biomass and functional traits of <i>Rumex obtusifolius</i> and <i>Rumex conglomeratus</i> from both the native (United Kingdom) and introduced (New Zealand) ranges grown across an experimental soil moisture gradient in a greenhouse. Functional traits include chlorophyll content, root shoot ratio, specific leaf area and water use efficiency. Genotypes were cloned and planted across a soil moisture gradient including two levels of drought, a mesic treatment and flooding. Data include the trait values measured on each clone (Rumex Trait Data.csv). Data also include means and plasticity calculated for each genotype (Rumex Plasticity Data.csv). Plasticity was calculated as the slope of the reaction norm for each trait across either drought or flooding. Metadata, which describes the content of each column in the datasets, can be found in Rumex Data Metadata.csv.<br>These data are associated with the following manuscript:Bufford, JL & Hulme, PE. 2021. Increased adaptive phenotypic plasticity in the introduced range in alien weeds under drought and flooding. <i>Biological Invasions</i>. DOI: 10.1007/s10530-021-02532-5
DOI: 10.6084/m9.figshare.21103078.v2
title: Source data for MS: Reduced phosphorus availability in paddy soils under atmospheric CO2 enrichment

description: Source data for ms including global analysis datasets.
DOI: 10.25326/244
title: Calibrated stable water vapour isotope measurements on board the ATR-42 during EUREC4A

description: Stable water isotope data in water vapour and individual total cloud water samples measured on board the ATR-42 during EUREC4A with a fast-response Picarro cavity ring-down spectrometer version L2130-i with 280 ml/min flow rate, includes VSMOW-SLAP normalisation, no drift correction (drift smaller than precision of measurements), overall procedure follows Aemisegger et al. 2012 AMT, water vapour mixing ratio correction following Weng et al. 2020 AMT. Data published along with Bailey et al. ESSD data paper.
DOI: 10.25326/315
title: SAFIRE ATR42: Flights segmentation

description: An ensemble of YAML files describes the flights of the SAFIRE ATR42 aircraft during the EUREC4A field campaign. Each flight is associated with take-off and landing times, and segmented into non-exclusive timestamps. Different kinds of segments are defined, that correspond to basic patterns (R-pattern, L-pattern, S-pattern), to particular phases of the flight (e.g., Ferry, Profile), or to straight and stabilized legs of equal duration and length for turbulence studies (T-shortlegs, T-longlegs, T-longestlegs). A note characterizing the vertical level associated with each segment (cloud-top, cloud-base, top-subcloud-layer, mid-subcloud-layer, near-surface, above-inversion-ferry-leg, below-inversion-ferry-leg, upward, downward) is also reported.
DOI: 10.25326/61
title: SAFIRE ATR42 Radiometer, EUREC4A

description: Brightness Temperature and Radiance at 1Hz, Channel 8.7, 10.6 , 12µm (Downward looking)
DOI: 10.3886/e148041v1
title: Code and Data for Employed in a SNAP? The Impact of Work Requirements on Program Participation and Labor Supply

description: Work requirements are common in U.S. safety net programs. Evidence remains limited, however, on the extent to which work requirements increase economic self-sufficiency or screen out vulnerable individuals. Using linked administrative data on food stamps (SNAP) and earnings with a regression discontinuity design, we find robust evidence that work requirements increase program exits by 23 percentage points (64 percent) among incumbent participants. Overall program participation among adults who are subject to work requirements is reduced by 53 percent. Homeless adults are disproportionately screened out. We find no effects on employment, and suggestive evidence of increased earnings in some specifications.
DOI: 10.5281/zenodo.5606119
title: Methane plumes from airborne surveys

description: Plume_attribution_july2020_aug2021 -&gt; plume list with source IDs, source attribution from July 2020 to Aug 2021 Plume_attribution_sep2021_dec2021 -&gt; plume list with source IDs, source attribution from September 2020 to December 2021 Plumes_jan2022_may2022 -&gt; plume list with source IDs for Jan-May 2022 Source_List_2019_2021 -&gt; source list with source IDs that match the 2020-2021 data Source_jan2022_may2022 -&gt; source IDs that match the 2022 data
DOI: 10.5281/zenodo.7521524
title: Tree growth periodicity in the ever-wet tropical forest of the Americas: Datasets

description: Datasets for "Tree growth periodicity in the ever-wet tropical forest of the Americas"
DOI: 10.6084/m9.figshare.12144738.v5
title: Burnout and Worksatisfaction in Gastroenterologists

description: Attached please find the raw data for your recent study on burnout and work satisfaction on gastroenterologists in Germany
DOI: 10.15126/smg.15/1
title: Surrey Typological Database on Deponency

description: The Surrey Typological Database on Deponency contains information on deponency in 41 languages. The database contains records the logical space of deponency: What features may be affected, and what are the characteristics of the resulting paradigm?
		
		The database was created for the project 'Extended Deponency: The right morphology in the wrong place', funded by the Economic and Social Research Council
under grant number RES000230375.
DOI: 10.17632/zh5b88vn78.2
title: Data for: Time-series clustering approaches for subsurface zonation and hydrofacies detection using a real time-lapse electrical resistivity dataset

description: Supplementary materials for: Delforge, D.; Watlet, A.; Kaufmann, O.; Van Camp, M.; Vanclooster, M. Time-series clustering approaches for subsurface zonation and hydrofacies detection using a real time-lapse electrical resistivity dataset. Journal of Applied Geophysics 2020, 104203, doi:10.1016/j.jappgeo.2020.104203. The shared supplementary materials contain pre-processed ERT data based on the original ERT Data available from Watlet et al. (2018). Code recipes for clustering the ERT dataset using the Scikit-learn library are available in the form of a self-explanatory Jupyter notebook. Please, to cite the data, refer first to the original data repository: Watlet, A., Kaufmann, O., Triantafyllou, A., Poulain, A., Chambers, J. E., Meldrum, P. I., Wilkinson, P. B., Hallet, V., Quinif, Y., Van Ruymbeke, M. and Van Camp, M.: Data And Results For Manuscript “Imaging Groundwater Infiltration Dynamics In Karst Vadose Zone With Long-Term Ert Monitoring,” , doi:10.5281/zenodo.1158631, 2018.
DOI: 10.25326/307
title: M161 Surface Seawater Isotopic Composition

description: On the RV Meteor during EUREC4A, seawater samples for isotopic analysis were collected from a depth of 10 m using the ship's Conductivity, Temperature, and Depth (CTD) profiler. Samples were collected daily from the CTD cast closest to 1900 UTC. An intensive observation period sampling a full diurnal cycle every two hours was also collected from 10-11 February 2020 while the Meteor was on station for 24 hours at the northern intersection of its meridional transect and the HALO circle (14.18 N, 57.24 W). Seawater samples were treated with CuCl to prevent isotopic alteration by biotic activity. All samples were then sealed in 2-mL vials without headspace, sealed in parafilm, and stored in a refrigerator at ~4º C during the cruise, at ambient temperatures for shipment, and then again in a refrigerator at ~4º C prior to lab measurement. Meteor seawater samples were processed on a Picarro L-2140-i at the University of New Mexico Center for Stable Isotopes. Bulk uncertainties are ±0.23 and ±0.56 per mil for δ18O and δD respectively.
DOI: 10.25326/314
title: SAFIRE ATR42: BASTA L2 dataset

description: BASTA (Bistatic Radar System for Atmospheric Studies) is a horizontally-staring cloud radar and was mounted on the right-hand side of the ATR42. BASTA is a 1 W bistatic FMCW (Frequency Modulated Continuous Wave) 95 GHz Doppler cloud radar developed from the ground-based BASTA system. It was used in an aircraft for the first time during EUREC4A, with two antennas of 20 cm (0.95° beamwidth) installed in back lateral windows of the ATR. The radar was operated in two modes, one after the other, at 12.5 m and 25 m range resolutions with 0.5 and 1 s time resolutions respectively. It led to a measurement in one mode every 1.5 s. The maximum range was 12 km with an ambiguous velocity of 9.85 m.s−1 for both modes. The minimum detection range is about 80 m from the aircraft due to coupling between the two antennas.
The calibration of the radar has been derived from other field campaigns and confirmed using in-situ data. The sensitivity of the radar is estimated at around -35 dBZ at 1 km. Level 2 data are the most elaborated product, the two modes being combined to optimise the advantages of each range resolution. Within the first 250 meters, the 12.5 m mode is used while the 25 m mode covers the rest of the profile. The combined reflectivity and Doppler profiles are available every 1.5 s. The radar gates are geolocated in latitude, longitude and altitude in order to derive maps. The reflectivity is corrected for gaseous attenuation using co-located information from dropsonde temperature, humidity and pressure. A parameterisation of liquid attenuation for both cloud and precipitation as a function of reflectivity was derived thanks to in-situ data and applied to correct reflectivity for liquid attenuation. The corrected reflectivity is then used to distinguish cloud areas from drizzle or rain. The radar Doppler velocity is corrected for aircraft motion and folding using gate-to-gate correction.
DOI: 10.25326/83
title: M161 Continuous In-situ Water Vapor Isotopic Composition

description: <p>A Picarro L2130-i cavity ring-down spectrometer was deployed aboard the Research Vessel Meteor during M161 cruise of the EUREC4A field campaign. Measurements were taken nearly continuously from Jan 18th – Feb 21st 2020 in an area of the North Atlantic typically a few hundred kilometers east of Barbados. Relatively undisturbed air was sampled via an inlet placed at ~25.8 m above the mean sea surface with a forward-facing fetch (above the bow). Air then passed through an inlet line of 505 cm length which was heated to prevent condensation. Periods with winds between 120 and 250 degrees relative to the bow were excluded (masked) to avoid contamination by ship emissions. Daily calibration runs were done throughout the cruise using a rotation of four reference standards. Post-processing included concentration dependence corrections and VSMOW-SLAP normalization. Missing data points due to instrument issues, calibration runs, wind mask are filled with value 9.969209968386869e+36.</p>
DOI: 10.5281/zenodo.6889432
title: Data used in a manuscript entitled "Large ensemble simulation for investigating predictability of precursor vortices of Typhoon Faxai in 2019 with a 14-km mesh global nonhydrostatic atmospheric model" submitted to Geophysical Research Letters

description: This include a dataset used in a manuscript entitled “Large ensemble simulation for investigating predictability of precursor vortices of Typhoon Faxai in 2019 with a 14-km mesh global nonhydrostatic atmospheric model” by Yamada and co-authors, which is submitted to Geophysical Research Letters. Contact: Yohei Yamada (yoheiy@jamstec.go.jp)
DOI: 10.5281/zenodo.7082269
title: Runoff for Russia (RFR v1.0)

description: The Runoff For Russia (RFR v1.0) dataset consists of time series of runoff, meteorological forcing, and their multiple characteristics for 425 river basins across Russia from 1979 to 2099. This dataset allows for a wide range of large-scale hydrological studies, e.g. the assessment of climate change on spring flood characteristics. We hope that the presented extensive dataset will help the Russian government authorities, as well as all interested parties, find ways to adapt to expected changes induced by global warming.
DOI: 10.6073/pasta/a2aa41040c3e655eeb4406808a442e50
title: Data and code for EDI overview paper, data collection characteristics, FAIR evaluation, downloads, and citations

description: The Environmental Data Initiative (EDI) is a trustworthy, stable data repository and data management support organization for the environmental scientist. EDI provides tools and support that allow the environmental researcher to easily integrate data publishing into the research workflow. Almost ten years since going into production, these data and code were used to provide a general description of EDI’s collection of data and its data management philosophy and placement in the repository landscape. They show how comprehensive metadata and the repository infrastructure lead to highly findable, accessible, interoperable, and reusable (FAIR) data by evaluating compliance with specific community proposed FAIR criteria. Finally, they provide measures and patterns of data (re)use, assuring that EDI is fulfilling its stated premise.
DOI: 10.14459/2022mp1663551
title: Datasets and modeling software as part of our study titled "Climate impact comparison of electric and gas-powered end-user appliances"

description: With this repository, we provide all measurement data and software scripts used for our study entitled "Climate impact comparison of electric and gas-powered end-user appliances". The measurement data consist of CH4 measurements made with a LI-7810 CH4/CO2/H2O mobile trace gas analyzer, ethane-to-methane ratios determined with a Quantum Cascade Laser (QCL) absorption spectrometer model QCL-TILDAS-76 from Aerodyne Research Inc, and gas isotopic composition determined with an isotope ratio mass spectrometer (IRMS) model Delta V Plus/Deltaplus XL from Thermo Fisher Scientific Inc. In addition, statistical data for Oktoberfest between 1990 and 2019 are provided. The software codes provided in the repository are used to model CH4 emissions from Oktoberfest and analyze the data, including the generation of all graphs shown in the associated manuscript.