cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17136944
title: Supporting Code and Data for "fastfocal: Accelerating Moving-window and Focal Raster Operations with the Fast Fourier Transform in R"

description: This repository contains all code, data, and instructions needed to reproduce the analyses, figures, and tables presented in the manuscript “fastfocal: A Fast, Light, and Sustainable R Package for Focal Raster Operations.” Contents include:





R scripts for accuracy tests, runtime benchmarking, and energy measurement




Simulated raster data used in benchmarking and accuracy comparisons




Output tables and figures



These materials ensure full reproducibility of the study and allow users to replicate or extend the benchmarking experiments on their own systems.
DOI: 10.15468/dl.nrgfnk
title: Occurrence Download

description: A dataset containing 794362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cactaceae"
 ]
}

 The dataset includes 794362 records from 843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000608-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17563671
title: PUDL Raw EPA Hourly Continuous Emission Monitoring System (CEMS)

description: US EPA hourly Continuous Emissions Monitoring System (CEMS) data. Hourly CO2, SO2, NOx emissions and gross load. Archived from https://campd.epa.gov/
This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:

The PUDL Repository on GitHub
PUDL Documentation
Other Catalyst Cooperative data archives
In order to enable more regular CEMS updates, this dataset replaces a prior PUDL EPA CEMS archive that pulled one annual file for each state. That archive is no longer updated but can be found here.
DOI: 10.15468/dl.daf3k8
title: Occurrence Download

description: A dataset containing 4745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is France",
 "DatasetKey is one of (Amphibiens et Reptiles de France (Enquête 2), ONF - Observations et inventaires MOA ONF-ONF - Observations opportunistes et inventaires)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombina variegata",
 "Year 1900-2025"
 ]
}

 The dataset includes 4745 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000667-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsjua9
title: Occurrence Download

description: A dataset containing 84842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.37468971990664",
 "DecimalLongitude is less than 7.37774927309103",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 84842 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000649-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17622306
title: PUDL Raw Mine Safety and Health Administration (MSHA) Mines

description: The Mine dataset lists all Coal and Metal/Non-Metal mines under MSHA's jurisdiction. It includes such information as the current status of each mine (Active, Abandoned, NonProducing, etc.), the current owner and operating company, commodity codes and physical attributes of the mine. Archived from 
https://arlweb.msha.gov/OpenGovernmentData/OGIMSHA.asp

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.ze9pr2
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tyto alba",
 "Year 2025-2025"
 ]
}

 The dataset includes 130 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000671-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30666920
title: Lanzhou University Grazing Group

description: Trail from Lanzhou University Grazing Group
DOI: 10.6084/m9.figshare.30666920.v1
title: Lanzhou University Grazing Group

description: Trail from Lanzhou University Grazing Group
DOI: 10.15468/dl.c8uffc
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Functional traits related to fire in woody species from Barranca del Cupatitzio National Park"
 ]
}

 The dataset includes 182 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000673-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17662314
title: Dataset_Digital_Twins_in_Supply_Chain_Management:_A_Systematic_Literature_Review_with_a_Focus_on_the_Integration_of_Financial_Flows
DOI: 10.5281/zenodo.17662315
title: Dataset_Digital_Twins_in_Supply_Chain_Management:_A_Systematic_Literature_Review_with_a_Focus_on_the_Integration_of_Financial_Flows
DOI: 10.15468/dl.nnrqfb
title: Occurrence Download

description: A dataset containing 26057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Hawaii Insect Museum",
 "TaxonKey is Drosophilidae"
 ]
}

 The dataset includes 26057 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000672-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcqzj6
title: Occurrence Download

description: A dataset containing 20477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Andorra",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 20477 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000674-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j38ase
title: Occurrence Download

description: A dataset containing 26057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Hawaii Insect Museum",
 "TaxonKey is Drosophilidae"
 ]
}

 The dataset includes 26057 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000675-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ztwqal
title: Unpacking Joint Decision-making

description: The Measures for Advancing Gender Equality (MAGNET) initiative aims to broaden and deepen the measurement of women’s agency, based on the development of new tools and rigorous testing and comparison of both new and existing methods for measuring agency, and promoting the adoption of these measures at scale. By increasing the availability of innovative meaningful measures of agency for a broad range of contexts, we hope our work will lead to an improved understanding of what women’s agency is, how it manifests and how it can best be measured across contexts given the research question at hand.&lt;/p&gt;
Improving women’s decision-making power is crucial for advancing gender equality. But evidence shows that wives and husbands have systematically different perceptions of who makes these decisions across contexts and intra-household disagreement is often not random; women “taking power” correlates with other women’s empowerment variables. This could be because the standard decision-making answer options “wife, husband, joint” is too categorical and it does not allow us to capture the strength in decision-making power (thinking it as a continuum), or because men and women have a different understanding of what sole/joint decision-making is. This tool, Unpacking Joint Decision-making, allows us to elicit responses regarding subjective assessments of a hypothetical married couple under different scenarios that involve the wife and the husband making household decisions around large household purchases. This tool is suited for nationally representative individual- or household-level surveys, and for targeted thematic or impact evaluation surveys designed to understand individuals' agency and decision-making.&lt;/p&gt;
This data study includes following files.
&lt;/p&gt;1. A survey document (including implementation guidelines)
&lt;/p&gt;2. Two files, CAPI_Choices and CAPI_Survey, along with the accompanying files, can be used to construct a CAPI program ready for survey implementation. Alternatively, users can use an Excel workbook "CAPI_.xlsx" that includes worksheets for survey and choices, along with others, for constructing a CAPI program ready for survey implementation.
description: Tools
DOI: 10.5281/zenodo.11551051
title: DziriFake
DOI: 10.5281/zenodo.14586449
title: DziriFake
DOI: 10.15468/dl.k3pv43
title: Occurrence Download

description: A dataset containing 21161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Benin, Burkina Faso, Côte d’Ivoire, Gambia, Guinea, Guinea-Bissau, Mali, Mauritania, Niger, Nigeria, Senegal, Sierra Leone, Togo)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lophuromys sikapusi, Mastomys natalensis, Rattus rattus, Praomys rostratus, Malacomys edwardsi, Mastomys erythroleucus, Hylomyscus pamfi, Mus baoulei, Praomys misonnei, Praomys daltoni, Mus minutoides, Arvicanthis niloticus, Mus musculus, Gerbilliscus kempii, Mus setulosus, Rattus norvegicus, Lemniscomys striatus)",
 "Year 1960-2025"
 ]
}

 The dataset includes 21161 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000676-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.773uh2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium opulifolium",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024385-250811113504898/datasets/export for details.
DOI: 10.15468/dl.vqggx3
title: Occurrence Download

description: A dataset containing 363373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (September, October)",
 "TaxonKey is Milvus migrans"
 ]
}

 The dataset includes 363373 records from 518 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024366-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11904333
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dva547
title: Occurrence Download

description: A dataset containing 4823 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alonella nana (Baird, 1843)"
 ]
}

 The dataset includes 4823 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012692-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12904072
title: SpaceAnimal: Pose estimation and tracking dataset for multi-animal behavior analysis on the China Space Station

description: Pose estimation and tracking dataset for multi-animal behavior analysis on the China Space Station (under review)
DOI: 10.5281/zenodo.15272785
title: SpaceAnimal: Pose estimation and tracking dataset for multi-animal behavior analysis on the China Space Station

description: Pose estimation and tracking dataset for multi-animal behavior analysis on the China Space Station. Scientific Data, 2025
DOI: 10.15468/dl.s9wg7g
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tricholepidium Ching"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012694-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110814231
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814294
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814263
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814005
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110813914
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110814206
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters
DOI: 10.25549/inscriptifact-ouc110812673
title: Apulian Red-Figure Hydria (Water Jar) Fragment, BMC P.1504

description: [Text or Publication Number Note:] BMC P.1504 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Red-Figure Hydria (Water Jar) Fragment ❧ [Physical Object Note:] 6 7/8 x 6 x 1/4 in. (17.5 x 15.2 x 0.6 cm) ❧ [Physical Object Note:] Hydriae
DOI: 10.15468/dl.uucm67
title: Occurrence Download

description: A dataset containing 545 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hipposideros pomona K.Andersen, 1918"
 ]
}

 The dataset includes 545 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009317-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/zohrm8
title: Wright Casebook Edited; Docketed Case: 84-1438
DOI: 10.7910/dvn/akyog0
title: Community of Interest Maps: Illinois

description: The Community of Interest Map Collection Project aims to collect COI maps submitted to legislative and congressional redistricting bodies and organizations during the 2021 redistricting cycle.
DOI: 10.7910/dvn/nqfba8
title: India’s Long Game – Empowering Olympians and the Path to a 2036 Summer Olympics

description: As the Paris Olympics comes to an end, I write on India's sporting infrastructure and aspirations to host the 2036 edition of the Summer Olympics. Whilst a 2036 Olympics in India - the bid for which was announced by Prime Minister Modi & seconded in Paris itself by IOC member Nita Ambani, might not be a far-fetched dream, I demonstrate the range of complexities and things to consider in the lead-up to the Games. I take into account India's performance at the Games, its underrepresentation in relation to other national contingents, and the often-politicised question of return on investment to advocate for a threefold policy approach aimed at enhancing our domestic sporting facilities and targeted to boost our capabilities to host an event of such magnitude. In conclusion, I suggest that the Parisian model, which emphasises maximum utilisation of the existing infrastructure and minimal exclusive public investment in the Games might present a desirable prototype that India looks to put to test in 2036.
DOI: 10.15468/dl.fnkndy
title: Occurrence Download

description: A dataset containing 543617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cervus elaphus Linnaeus, 1758)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 543617 records from 1112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015332-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evyxy6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.93037 51.70946,5.93325 51.70958,5.93842 51.70932,5.94457 51.70952,5.94466 51.70955,5.94461 51.71624,5.93025 51.71624,5.93037 51.70946))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryopsida"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015342-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/o7aaol
title: Wright Casebook Edited; Docketed Case: 19,744
DOI: 10.15468/dl.92phqy
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Astragalus membranaceus"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048876-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp98fw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena globosa",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048874-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmtkff
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Karelinia caspia"
 ]
}

 The dataset includes 140 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048875-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wq3s64
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Procarduelis nipalensis kangrae Whistler, 1939"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000946-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231460
title: Replication data for: The Impact of Information Technology on the Diffusion of New Pharmaceuticals

description: Do information differences across US physicians contribute to treatment disparities? This paper uses a unique new dataset to evaluate how changes in physician access to a decision-relevant drug database affect prescribing decisions. Our results indicate doctors using the reference have a significantly greater propensity to prescribe generic drugs, are faster to begin prescribing new generics, and prescribe a more diverse set of products. These results are consistent with database users responding primarily to the increased accessibility of non-clinical information such as pricing and insurance formulary data, and suggest improvements to physician information access have important implications for aggregate healthcare costs.