cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11496932
title: A high-quality gap-filled daily ETo dataset for China during 1951-2021 from synoptic stations

description: The reference evapotranspiration (ETo) is essential for water-consuming in agriculture and land-water cycle research. The synoptic data from meteorological stations can provide reliable ground data for ETo estimation with the FAO-56 Penman-Monteith equation. However, the five primary variables this equation needs, including maximum temperature (Tmax), minimum temperature (Tmin), sunshine duration (SSD), wind speed (Wind), and relative humidity (RH), often experience severe data loss due to force majeure events in synoptic data. The data loss would directly introduce severe data gaps to the complex records for ETo. Machine learning algorithms can fill various data gaps with low error rates, however, to achieve high data quality, the algorithms must be selected properly to deal with the distinct types of data loss and train independently. Here, based on the data characters, we investigated and classified data gaps from the synoptic dataset into 2 major types: the common, minor data loss gaps including Tmax loss/Tmin loss/SSD loss/Wind loss/RH loss/Wind and SSD loss/Wind and RH loss, and the other 19 types of data loss which is more severe in information loss but barely occurred. Our results show that the XGBoost model achieved the best accuracy in all 3 machine learning models with high statistic levels. For the other 19 types of data gaps, the LSTM models were trained separately for each site and achieved average R², RMSE, and nRMSE at 0.9, 0.5 mm d-1, and 38% for the total 2419 stations. Thus, we propose a high-quality, gap-filled daily ETo dataset during 1951-2021 for China with the proportion of large errors (the data with daily ETo errors more than 1.5 mm d-1) below 0.2%. Our results also reveal that the entanglement degree between synoptic variables varies a lot from region to region in China.
DOI: 10.3886/icpsr06796.v2
title: Multi-User Database on the Attributes of United States Appeals Court Judges, 1801-2000
title: Version 2

description: This project orignally was undertaken to compile a definitive database on the personal, social, economic, career, and political attributes of judges who served on the United States Courts of Appeals from 1801 to 1994 - it has now been updated to include information through the year 2000. The database includes conventional social background variables such as appointing president, religion, political party affiliation, education, and prior experience. In addition, unique items are provided: the temporal sequence of prior career experiences, the timing of and reason for leaving the bench, gender, race and ethnicity, position numbering analogous to the scheme used for the Supreme Court, American Bar Association rating, and net worth (for judges who began service on the bench after 1978). The second objective of this project was to merge these data with a multi-user database on United States Courts of Appeals decisions that is headed by Donald Songer and funded by the National Science Foundation. That database includes a unique identification number for each judge participating in a particular decision. The combined databases should enable scholars to explore: (1) intra- and inter-circuit fluctuation in the distribution of social background characteristics, (2) generational and presidential cohort variation in these attributes, and (3) state and partisan control of seats. The collection also facilitates the construction of models that examine the effects of personal attributes on decision-making, while controlling for the conditions above.
description: Datasets: DS1: Multi-User Database on the Attributes of United States Appeals Court Judges, 1801-2000
description: All judges since the founding of the Republic.
description: Undocumented codes are present in the data.
DOI: 10.5281/zenodo.10345716
title: ROI010-143-01

description: Point Fragments collected in Huntington County, Indiana.

Catalog #: 12-Hu-626-9

Uploaded by: Carson Wright

Christine Thompson, Kiera McWhinney, Mary Swartz, and Kevin C. Nolan, 2021. ROI010-143-01, 3D Model .ply file. Recovered as part of Report of Investigations 10, *An Archaeological Assessment of Huntington Reservoir: Identification, Prediction, Impact*, William Wepler and Donald Cochran

Source: Objaverse 1.0 / Sketchfab
DOI: 10.5281/zenodo.6821164
title: A physically interpretable data-driven surrogate model for wake steering

description: PALM input files for the simulations performed in the study "A physically interpretable data-driven surrogate model for wake steering" by Sengers et al. (2022). The PALM code is available at https://palm.muk.uni-hannover.de<br> Additional information to the input files is given in the README file Cite this as:<br> B.A.M. Sengers (2022). Dataset: A physically interpretable data-driven surrogate model for wake steering. https://doi.org/10.5281/zenodo.6821164
DOI: 10.34740/kaggle/dsv/9629583
title: e-IPO Indonesia Data - Investment
DOI: 10.5066/p976pq7j
title: Electron microprobe geochemical data for glass from the Khonkho tephra

description: These data are presented to geochemically characterize glass from the informally named Khonkho tephra, an ashfall deposit that crops out at the Khonkho Wankane archaeological site in Jesus de Machaca, Bolivia. The Khonkho tephra appears to have been emplaced by a major explosive eruption from a currently unknown volcanic source. The unit forms a marker bed at an archaeologically important stratigraphic level. These data are to accompany a publication that describes the tephra-fall deposit and its implications and will eventually be used to correlate the unit to samples from other locations where it crops out and to identify its source volcano and eruption. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.
DOI: 10.6084/m9.figshare.27231936
title: <b>a comprehensive analysis of mortality risk factors in low-grade B-cell lymphoma</b>

description: Prognostic factors in low-grade B-cell lymphoma
DOI: 10.3886/e124901v1
title: Data and code for: Dynamic Capital Tax Competition under the Source Principle

description: We explore the short- and long-run implications of tax competition between jurisdictions, where governments can only tax capital at source. We do this in the context of a neoclassical growth model under commitment and capital mobility. We provide a new theoretical perspective on the dynamic capital-tax externalities that emerge in this model. Numerically, we show that the net capital-tax externality is positive in the short run but converges to zero in the long run. We also find that non-cooperative source-based capital taxes are initially positive and slowly decline towards zero. Coordinated capital tax rates are higher than non-cooperative ones in the short run, lower in the medium run, and the same in the long run. This stands in contrast to common beliefs and results from static and two-period models, which have informed policy debates in the European Union and elsewhere.<br><br>
description: EU countries and UK<br><br>.
description: Main data produced by using program source code and calibrating the model on European aggregate data in years 1985 and 1992.
DOI: 10.6084/m9.figshare.27231936.v1
title: <b>a comprehensive analysis of mortality risk factors in low-grade B-cell lymphoma</b>

description: Prognostic factors in low-grade B-cell lymphoma
DOI: 10.5066/p9xay8wd
title: Geochemical data for the Pacheco stage tephra-fall deposits from Misti volcano, Arequipa, Peru

description: These data are derived from pumice and scoria from Pacheco stage (as defined by Harpel et al., 2021) tephra-fall deposits (TFD) emplaced between <21 ka and 2 ka by eruptions from Misti volcano, Arequipa, southern Peru. For each unit, these data derived from electron microprobe analysis include major-element analyses for glass, amphibole, plagioclase, orthopyroxene, clinopyroxene, Fe-Ti oxides, and, where present, olivine. Whole-rock major and trace element concentrations for each unit were determined by X-ray fluorescence. These data support detailed petrologic analysis of each Pacheco stage unit presented elsewhere. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. Reference: Harpel CJ, Aguilar R, Rivera M, Tepley F, Takach M, Manrique N, Cuno J, Cueva K, Escobar GM, Allen I, Pawlak-Kjolhaug K, Sankovitch L, Topham J, Lewis C (2021) Tephrostratigraphy of Misti Volcano, Arequipa, Peru: A Chronicle of Multiple VEI 2-5 Eruptions from the Late Pleistocene to the Mid-15th Century. Fall Meeting American Geophysical Union, Washington, D.C., 13-17 December.
DOI: 10.5281/zenodo.13331446
title: Flash separation of metals - dataset

description: Source data for our publication entitled "Flash separation of metals by electrothermal chlorination".
DOI: 10.15468/dl.hezgyy
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Parasyrphus nigritarsis (Zetterstedt, 1843)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 115 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014970-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dwwjkcj362.1
title: Corpus de lecturas amadas y odiadas

description: Este corpus contribuye a visibilizar aquellos títulos y obras que han supuesto puntos de encuentro –y desencuentro– de futuros maestros de Educación Infantil con respecto a la literatura a partir de las distintas narrativas de vida lectora.
DOI: 10.5281/zenodo.10997219
title: Dataset and code for the paper: "Body mass change over winter is consistently sex-specific across roe deer (Capreolus capreolus) populations", Hewison et al.

description: Readme file, scripts and data sets for the manuscript in review : "Body mass change over winter is consistently sex-specific across roe deer (Capreolus capreolus) populations", Hewison et al.
DOI: 10.17189/1519537
title: 120-COLOR LUNAR NIR SPECTROPHOTOMETRY DATA V1.0
DOI: 10.3886/icpsr02616.v1
title: British General Election Panel Survey, 1992-1997
title: Version 1

description: The 1992-1997 British Election Panel Survey contacted a sample of registered British electors a total of eight times, the first wave being just after the April 1992 general election and the final wave just after the May 1997 general election. The aim of the study was to investigate individual-level stability and change in political attitudes, economic and social circumstances, and voting behavior over the lifetime of the 1992-1997 Parliament. A wave of data collection was carried out each spring, immediately following the general elections (1992, 1997), local government elections (1993, 1995, 1996), and European Parliament elections (1994). In addition, there were two autumn waves, in 1995 and 1996, both following the party conference season.
description: Datasets: 
 
 DS1: Dataset
description: British General Election Survey Series
description: (1) The data are provided as an SPSS portable file. (2) This is an interim version of the 1992-1997 Panel Survey supplied by the depositor to allow immediate use of the data for those who require it. Potential users should be aware that the normal checking procedures have not been carried out. The ESRC expects to make available a fully processed version, and encourages users to await the final version if at all possible. (3) The only documentation currently available for this interim version data file is provided. (4) This collection has not been processed by ICPSR staff. ICPSR is distributing the data and documentation for this collection in essentially the same form in which they were received. When appropriate, hardcopy documentation has been converted to machine-readable form and variables have been recoded to ensure respondents' anonymity. (5) The codebook, questionnaires, and frequencies are provided as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as the Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided through the ICPSR Website on the Internet.
DOI: 10.5281/zenodo.10963116
title: AGATNet Input Data
DOI: 10.6084/m9.figshare.26344993
title: Datasets figures with chemical composition, long-range structure, short-range structure, and structural transformation of layered ternary nitrides

description: Datasets for figures presented in "Synthesis pathways to thin films of stable layered nitrides" manuscript
DOI: 10.21227/rk2v-ka85
title: Disease-Specific Faces

description: Disease-Specific Faces (DSF) database is used to research the phenotype and genotype of the diseases.Disease-Specific Face images collected from:♦Professional medical publications♦Professional medical websites♦Medical Forums♦Hospitalswith definite diagnostic results.The database is updated every three months.If you would like to use DSF database, please send email to genex.tw@gmail.com.
DOI: 10.6084/m9.figshare.25418287
title: Chromatogram of representative plant samples

description: Plant glutathione transferases (GSTs) constitute a large and diverse family of enzymes that are involved in plant stress response, metabolism and defense, yet their physiological functions remain largely elusive. Consistent with the traditional view on GSTs across organisms as detoxification enzymes, <i>in vitro</i> most plant GSTs catalyze glutathionylation, conjugation of the tripeptide glutathione (GSH; γ-Glu-Cys-Gly) onto reactive molecules. However, when it comes to elucidating GST functions it remains a key challenge that the endogenous plant GS-conjugates that would result from such glutathionylation reactions are rarely reported. Furthermore, GSTs often display high substrate promiscuity, and their proposed substrates are prone to spontaneous chemical reactions with GSH, hence single gene knockouts rarely provide clear chemo- or phenotypes. In a few cases, GS-conjugates are demonstrated to be biosynthetic intermediates that are rapidly further metabolized towards a pathway end-product, explaining their low abundance and rare detection. In this review we summarize the current knowledge of plant GST functions, and how and possibly why evolution has resulted in a broad and extensive expansion of the plant GST family. Finally, we demonstrate that endogenous GS-conjugates are more prevalent in plants than assumed, and suggest they are overlooked as clues towards identification of plant GST functions.
DOI: 10.5281/zenodo.12745102
title: Dataset: Infrared Spectroscopy and Quadrupole Mass Spectrometry during Temperature Programmed Desorption of Mixed Hyper-volatile (CO, N2, Ar) and Amorphous Ices (H2O, CO2)

description: IR spectra of H2O:CO and CO2:CO ices mixed at 2 concentrations (5:1 and 15:1) and grown to 7 thicknesses (50 to 3000 ML). Spectra are also included for a smaller set of H2O:N2, H2O:Ar, CO2:N2, and CO2:Ar ices. 

The files are .txt files, where the first column is wavenumber (cm-1) and the second is IR absorbance.

QMS data taken during TPD of H2O:CO and CO2:CO ices mixed at 2 concentrations (5:1 and 15:1) and grown to 7 thicknesses (50 to 3000 ML). Data are also included for a smaller set of H2O:N2, H2O:Ar, CO2:N2, and CO2:Ar ices.

Constructing TPD curves require 2 files for each ice, a .asc file and a .xls file. The .asc files contain the relative time (s) and ion count for many relevant m/z. The .xls files contain time (s) and temperature (K). Time from each file can be interpolated to produce ion count as a function of temperature.
DOI: 10.5281/zenodo.10822046
title: Assemblies and phylogenetic analyses for the comparative analysis of Chara tomentosa and Chara baltica
DOI: 10.5281/zenodo.11129715
title: Machine Learning for O2 Project (ML4O2)

description: Gridded maps of dissolved oxygen based on machine learning algorithms.
DOI: 10.3886/icpsr04572.v1
title: Survey of Inmates in State and Federal Correctional Facilities, [United States], 2004
title: Version 1

description: This survey provides nationally representative data on inmates held in state prisons and federally-owned and operated prisons. Through personal interviews conducted from October 2003 through May 2004, inmates in both state and federal prisons provided information about their current offense and sentence, criminal history, family background and personal characteristics, prior drug and alcohol use and treatment programs, gun possession and use, and prison activities, programs, and services. Prior surveys of State prison inmates were conducted in 1974, 1979, 1986, 1991, and 1997. Sentenced federal prison inmates were interviewed in the 1991 and 1997 surveys.
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: Standardized missing values.; Performed recodes and/or calculated derived variables..
description: Response Rates: The overall response rates for state and federal inmates were 89.1 percent and 84.6 percent, respectively.
description: Datasets: DS0: Study-Level Files DS1: Federal Data DS2: State Data
description: Survey of Inmates of State and Federal Correctional Facilities Series
description: computer-assisted personal interview (CAPI)
description: telephone interview
description: Inmates in state and federal prisons in the United States.
description: A two-stage sampling procedure was used. Prisons were selected in the first stage. Inmates within sampled prisons were selected in the second stage.
DOI: 10.15468/dl.jbnamk
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Country is Mexico",
 "Country is Guatemala",
 "Country is Colombia",
 "Country is Honduras"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Clethra macrophylla M.Martens & Galeotti",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 337 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015403-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwgogt
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylopsis sinensis Hemsl.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 370 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042869-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grtxth
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyparrhenia variabilis Stapf",
 "HasCoordinate is true"
 ]
}

 The dataset includes 164 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027730-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zquwsi
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009499-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha9am4
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium trachyscordum Vved."
 ]
}

 The dataset includes 23 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180733-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph9vmr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentameris barbata (Nees) Steud.",
 "Year is less than 1950"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152169-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0u9bko
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypecoum leptocarpum Hook.fil. & Thomson",
 "HasCoordinate is true"
 ]
}

 The dataset includes 310 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027739-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vlerof
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypelate trifoliata Sw.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027744-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2mnpt
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia eyassiana P.R.O.Bally & S.Carter"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205205-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9xpz5
title: Occurrence Download

description: A dataset containing 2635465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperiidae"
 ]
}

 The dataset includes 2635465 records from 1756 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152162-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.