cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr37418.v1
title: Federal Justice Statistics Program: Defendants Sentenced Under the Sentencing Reform Act, 2016
title: Version 1

description: These data contain records of criminal defendants who were sentenced pursuant to provisions of the Sentencing Reform Act (SRA) of 1984 and reported to the United States Sentencing Commission (USSC) during fiscal year 2016. It is estimated that over 90 percent of felony defendants in the federal criminal justice system are sentenced pursuant to the SRA of 1984. The data were obtained from the United States Sentencing Commission's Office of Policy Analysis' (OPA) Standardized Research Data File. The Standardized Research Data File consists of variables from the Monitoring Department's database, which is limited to those defendants whose records have been furnished to the USSC by United States district courts and United States magistrates, as well as variables created by the OPA specifically for research purposes. The data include variables from the Judgement and Conviction (J and C) order submitted by the court, background and guideline information collected from the Presentencing Report (PSR), and the report on sentencing hearing in the Statement of Reasons (SOR). These data contain detailed information such as the guideline base offense level, offense level adjustments, criminal history, departure status, statement of reasons given for departure, and basic demographic information. These data are the primary analysis file and include only statute, guideline computation, and adjustment variables for the most serious offense of conviction. These data are part of a series designed by Abt and the Bureau of Justice Statistics. Data and documentation were prepared by Abt.
description: Datasets: DS1: 2016 Defendant Data
description: Defendants sentenced pursuant to provisions of the Sentencing Reform Act (SRA) of 1984 and reported to the United States Sentencing Commission during fiscal year 2016.
DOI: 10.15468/dl.g2sxbu
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Braya thorild-wulffii Ostenf., Braya thorild-wulffii subsp. glabrata J.G.Harris, Braya thorild-wulffii subsp. thorild-wulffii)"
 ]
}

 The dataset includes 385 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037065-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13871424
title: TALIMARJON VA HISORAK SUV OMBORLARIDAGI HAMDA YAQIN JOYLASHGAN METEOSTANSIYALARDAN OLINGAN MA'LUMOTLAR TAHLILI

description: Tadqiqot ob’ekti sifatida viloyatning turli hududlarida joylashgan o‘ziga xos hususiyatlarga ega bo‘lgan suv omborlari tanlab olindi, Tadqiqot ob’ektlarimizda doimiy meteostansiyalar mavjud bo‘lmaganligi sababli ob’ektlarimizda natura kuzatuvlari hamda eng yaqin bo‘lgan meteostansiyalar ma’lumotlaridan foydalanildi, unga ko‘ra Talimarjon suv ombori uchun Qarshi meteostansiyasi va Hisorak suv ombori uchun Shahrisabz meteostansiyasi ma’lumotlaridan foydalanilgan.
DOI: 10.5281/zenodo.13871425
title: TALIMARJON VA HISORAK SUV OMBORLARIDAGI HAMDA YAQIN JOYLASHGAN METEOSTANSIYALARDAN OLINGAN MA'LUMOTLAR TAHLILI

description: Tadqiqot ob’ekti sifatida viloyatning turli hududlarida joylashgan o‘ziga xos hususiyatlarga ega bo‘lgan suv omborlari tanlab olindi, Tadqiqot ob’ektlarimizda doimiy meteostansiyalar mavjud bo‘lmaganligi sababli ob’ektlarimizda natura kuzatuvlari hamda eng yaqin bo‘lgan meteostansiyalar ma’lumotlaridan foydalanildi, unga ko‘ra Talimarjon suv ombori uchun Qarshi meteostansiyasi va Hisorak suv ombori uchun Shahrisabz meteostansiyasi ma’lumotlaridan foydalanilgan.
DOI: 10.25835/xrii0m6f
title: Database and code to the paper: A multiscale CNN-based intrinsic permeability prediction in deformable porous media

description: This work in the related paper introduces a novel application for predicting the macroscopic intrinsic permeability tensor in deformable porous media, using a limited set of micro-CT images of real microgeometries. The primary goal is to develop an efficient, machine-learning (ML)-based method that overcomes the limitations of traditional permeability estimation techniques, which often rely on time-consuming experiments or computationally expensive fluid dynamics simulations. The novelty of this work lies in leveraging Convolutional Neural Networks (CNN) to predict pore-fluid flow behavior under deformation and anisotropic flow conditions. 
Particularly, the described approach employs binarized CT images of porous micro-structure as inputs to predict the symmetric second-order permeability tensor, a critical parameter in continuum porous media flow modeling. The methodology comprises four key steps: (1) constructing a dataset of CT images from Bentheim sandstone at different volumetric strain levels; (2) performing pore-scale simulations of single-phase flow using the lattice Boltzmann method (LBM) to generate permeability data; (3) training the CNN model with the processed CT images as inputs and permeability tensors as outputs; and (4) exploring techniques to improve model generalization, including data augmentation and alternative CNN architectures.
Examples are provided to demonstrate the CNN’s capability to accurately predict the permeability tensor, a crucial parameter in various disciplines such as geotechnical engineering, hydrology, and material science.
DOI: 10.15468/dl.pdqbak
title: Occurrence Download

description: A dataset containing 182360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limosa lapponica (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 182360 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037057-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60635/c33017
title: A palynological zonation for the Neogene of the Solimões/Amazon basin, northwestern Amazonia Supplementary Dataset

description: dataset for A palynological zonation for the Neogene of the Solimões/Amazon basin, northwestern Amazonia. it containsSupplementary File 1. Dataset containing the counts of 152 taxa used in the biostratigraphic analysis. The counts include the site and stratigraphic level where the counts come from.Supplementary File 2. R code for importing CONOP data.Supplementary File 3. Files containing the line of correlation (LOC) of each section versus the composite section and the stratigraphy of each site in PDF and SDAR format.Supplementary File 4. Input file to be uploaded into R-GraphCor and contains the complete graphic correlation project, including the line of correlation (LOC) of each section and the composite section.Supplementary File 5. R-GraphCor, the set of functions in R to perform graphic correlation. To run it, simply dump the file into R.Supplementary File 6. Sequence of events of the composite section organized in alphabetic order.Supplementary File 7. R-code to transform any composite unit of the Amazonian CS into geological time by using the LOC of Amazonia vs Llanos and then the time calibration of the Llanos zonation (Jaramillo et al. 2011).
DOI: 10.6084/m9.figshare.26928283.v6
title: mix-it

description: mix-it.net. https://www.mix-it.net/en/stats/ (accessed Sep. 4, 2024)
DOI: 10.15468/dl.2mnbjj
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than -171.2636108",
 "DecimalLongitude is less than -171.0758972",
 "DecimalLatitude is greater than -4.4675012",
 "DecimalLatitude is less than -3.1062009",
 "Country is Kiribati"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 282 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037068-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nqt3z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-117.88336 18.48386,-92.88809 14.3158,-93.79878 30.25194,-105.85492 32.60944,-117.84507 33.60917,-117.88336 18.48386,-117.88336 18.48386))",
 "HasGeospatialIssue is false",
 "Month is September",
 "TaxonKey is Buteogallus anthracinus (Deppe, 1830)",
 "Year 2024-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037069-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3jc4p
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than -128.3568878",
 "DecimalLongitude is less than -128.2914886",
 "DecimalLatitude is greater than -24.4188614",
 "DecimalLatitude is less than -24.3368149",
 "Country is Pitcairn"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037070-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cy53k
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Vulpes vulpes necator Merriam, 1900)"
 ]
}

 The dataset includes 333 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037071-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3yznyw
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melomys rubicola Thomas, 1924"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037072-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.babtvx
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Anodorhynchus leari Bonaparte, 1856"
 ]
}

 The dataset includes 696 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037074-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zas2g6
title: Occurrence Download

description: A dataset containing 8431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cyrtonyx montezumae (Vigors, 1830), Cyrtonyx montezumae montezumae, Cyrtonyx montezumae rowleyi A.R.Phillips, 1966, Cyrtonyx montezumae mearnsi Nelson, 1900, Cyrtonyx montezumae merriami Nelson, 1897, Cyrtonyx montezumae sallei J.Verreaux, 1859)",
 "Year 2020-2024"
 ]
}

 The dataset includes 8431 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037073-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7s9eqj
title: Occurrence Download

description: A dataset containing 2871 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than 12.1440861260879",
 "DecimalLongitude is less than 13.961755",
 "DecimalLatitude is greater than 40.696804",
 "DecimalLatitude is less than 41.9097077946835",
 "Country is Italy"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2871 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037075-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2542j99v
title: Complete ERA5 global atmospheric reanalysis 1940 to present

description: ERA5 (European Centre for Medium-Range Weather Forecasts (ECMWF) Re-Analysis) is the fifth generation ECMWF atmospheric reanalysis of the global climate covering the period from January 1940 to present. It is produced by the Copernicus Climate Change Service (C3S) at ECMWF and provides hourly estimates of a large number of atmospheric, land and oceanic climate variables. The data cover the Earth on a 31 kilometer (km) grid and resolve the atmosphere using 137 levels from the surface up to a height of 80 km. ERA5 includes an ensemble component at half the resolution to provide information on synoptic uncertainty of its products. ERA5.1 is a dedicated product with the same horizontal and vertical resolution that was produced for the years 2000 to 2006 inclusive to significantly improve a discontinuity in global-mean temperature in the stratosphere and uppermost troposphere that ERA5 suffers from during that period. Users that are interested in this part of the atmosphere in this era are advised to access ERA5.1 rather than ERA5. ERA5 and ERA5.1 use a state-of-the-art numerical weather prediction model to assimilate a variety of observations, including satellite and ground-based measurements, and produces a comprehensive and consistent view of the Earth's atmosphere. These products are widely used by researchers and practitioners in various fields, including climate science, weather forecasting, energy production and machine learning among others, to understand and analyse past and current weather and climate conditions.
DOI: 10.5517/ccdc.csd.cc2kc0sr
title: CCDC 2364084: Experimental Crystal Structure Determination

description: Related Article: Bulat A. Faizullin, Yulia S. Spiridonova, Kirill V. Kholin, Mikhail N. Khrizanforov, Igor A. Litvinov, Alexandra D. Voloshina, Andrey A. Parfenov, Elvira I. Musina, Igor D. Strelnik, Andrey A. Karasik, Asiya R. Mustafina|2025|Inorg.Chim.Acta|574|122382|doi:10.1016/j.ica.2024.122382
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.13871109
title: Data and R code supporting Battison et al. (2024) New Phytologist

description: Data and R code supporting Battison et al. (2024) Tracking tree demography and forest dynamics at scale using remote sensing. New Phytologist

If using these data and/or R code in your work please cite the original publication listed above, as well as this repository using the corresponding DOI.
DOI: 10.5281/zenodo.13871110
title: Data and R code supporting Battison et al. (2024) New Phytologist

description: Data and R code supporting Battison et al. (2024) Tracking tree demography and forest dynamics at scale using remote sensing. New Phytologist

If using these data and/or R code in your work please cite the original publication listed above, as well as this repository using the corresponding DOI.
DOI: 10.15468/dl.hnqb6k
title: Occurrence Download

description: A dataset containing 2388 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than -138.230308770202",
 "DecimalLongitude is less than -125.799899",
 "DecimalLatitude is greater than 49.0622215",
 "DecimalLatitude is less than 59.6731953546238",
 "Country is Canada"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2388 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037076-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhzc9k
title: Occurrence Download

description: A dataset containing 1619 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Acipenser oxyrinchus Mitchill, 1815)"
 ]
}

 The dataset includes 1619 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037077-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73fumm
title: Occurrence Download

description: A dataset containing 403510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Colombia Rang, 1835, Megaptera Gray, 1846)"
 ]
}

 The dataset includes 403510 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037066-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kv44tn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium annamense Rolfe"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020607-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsme7k
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.51723 42.07810,14.36220 42.07810,14.36220 44.01718,9.51723 44.01718,9.51723 42.07810))",
 "HasCoordinate is true",
 "TaxonKey is Sabulina attica (Boiss. & Spruner) Dillenb. & Kadereit",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012260-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atawkb
title: Occurrence Download

description: A dataset containing 1165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb."
 ]
}

 The dataset includes 1165 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139600-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkxrpv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophrys argolica H.Fleischm.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134748-240321170329656/datasets/export for details.
DOI: 10.15468/dl.3h1vso
title: Occurrence Download

description: A dataset containing 6175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.11792 20.65335,-103.34839 20.07657,-103.23853 19.12441,-103.69995 18.75031,-103.5022 18.37538,-102.09595 17.91602,-101.59058 19.29041,-100.42603 19.47695,-100.38208 19.91138,-102.11792 20.65335))",
 "TaxonKey is Ardeidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6175 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012260-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6s7h4
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium sulphureum Schltr."
 ]
}

 The dataset includes 112 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020608-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54xb9y
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Woodwardia auriculata Blume"
 ]
}

 The dataset includes 90 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134749-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vayp9t
title: Occurrence Download

description: A dataset containing 22282623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 22282623 records from 717 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094989-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.