cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f54ddx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cannabis sativa",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019816-250920141307145/datasets/export for details.
DOI: 10.15468/dl.qhu2um
title: Occurrence Download

description: A dataset containing 113 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 one of (Corydalis solida)"
 ]
}

 The dataset includes 113 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019819-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48432/cae5nj
title: Dados estruturados sobre o estoque de carbono no solo da região Centro-Sul do Paraná.

description: O arquivo trata de um conjunto de dados estruturados sobre o estoque de carbono no solo (Carbono Total - Mg/ha),da região Centro-Sul do Paraná. Contém o número de produtores avaliados e seus respectivos municípios. As coletas foram feitas nas áreas semeadas com trigo em trincheiras com 3 repetições em sete camadas até 1m de profundidade. Essas análises fazem parte do projeto SEG - Indicadores e tecnologias ESG – environment, social and governance - na moagem de trigo paranaense: um estudo de caso, com vigência em 01/02/2023 a 31/01/2025.
DOI: 10.5281/zenodo.17200991
title: Galaxy Zoo: Cosmic Dawn -- morphological classifications for over 41,000 galaxies in the Euclid Deep Field North from the Hawaii Two-0 Cosmic Dawn survey

description: We present morphological classifications of over 41,000 galaxies out to photometric redshifts of ~2.5 across six square degrees of the Euclid Deep Field North (EDFN) from the Hawaii Twenty Square Degree (H20) survey, a part of the wider Cosmic Dawn survey.

This repository contains the data released alongside the research publication "Galaxy Zoo: Cosmic Dawn -- morphological classifications for over 41,000 galaxies in the Euclid Deep Field North from the Hawaii Two-0 Cosmic Dawn survey" (Pearson et al., 2025). Please cite this paper (DOI to follow on publication) when using the data in this repository.

The data consists of classifications made by volunteers through the Galaxy Zoo project on the Zooniverse citizen science platform, as well as predicted classifications made by a deep learning model, Zoobot. Also included are the subject images themselves (in PNG/JPG format), a file of metadata for each subject, and a .csv file of all the tags assigned to the subjects by volunteers. Most files are given in .parquet format, which is a fast csv-like format that can be read in with the pandas Python package as DataFrames using pd.read_parquet(loc, columns=[<columns>]).

A Jupyter notebook gzcd_info_and_example_usage.ipynb is included which provides more details on the data set and examples of how to use it.
DOI: 10.15468/dl.es7hjv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019821-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tq364j
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019822-250920141307145/datasets/export for details.
DOI: 10.15468/dl.c3ne3g
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Philippines",
 "Geometry POLYGON((125.27244 10.52491,125.34297 9.91729,125.23447 7.93711,126.69926 8.04562,126.35205 10.50321,125.27244 10.52491))",
 "TaxonKey is Vitex parviflora"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019823-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.teurc4
title: Occurrence Download

description: A dataset containing 2 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 one of (Cosmos atrosanguineus)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019825-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq2jej
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zizina otis",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 629 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019824-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7hex2
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019826-250920141307145/datasets/export for details.
DOI: 10.5284/1136509
title: Photographic Survey at Bridge House

description: null
DOI: 10.15468/dl.vhbamt
title: Occurrence Download

description: A dataset containing 115765 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NATURING_CS_Observation_Dataset"
 ]
}

 The dataset includes 115765 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019808-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16921516
title: Supplemental Material 1 of the manuscript titled Pontederia crassipes from South America to the world: a systematic review

description: This dataset corresponds to Supplemental Material 1 and Supplemental Material 2 of the manuscript titled Pontederia crassipes from South America to the world: a systematic review.

Supplemental Material 1 contains the matrix of articles included in the systematic review on Pontederia crassipes, presenting information such as Titles, doi,  Year of publication, Research area, Category Web of Science, Source of publication, Key word Plus, Key word Author, Range of publication, Country, Authorship, Abstract and Categories of exlusion and inclusion.

Supplemental Material 2 contains the words that were excluded prior to the word cloud analysis.

The objective of this materials is to provide transparency and reproducibility to the review process, allowing other researchers to understand and replicate the study selection criteria.

 

Funding: This work was supported by the Foundation for Science and Technology (FCT) Portugal, under the PhD grant   2021.07101.BD.
DOI: 10.15468/dl.u45zsn
title: Occurrence Download

description: A dataset containing 1437 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de reptiles del Museo de Historia Natural de la Pontificia Universidad Javeriana"
 ]
}

 The dataset includes 1437 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019829-250920141307145/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.30132943
title: Ae. vitattus

description: These data are used in a modelling analysis examining potential distribution of <i>Aedes vittatus</i> as an invasive species in North America.
DOI: 10.6084/m9.figshare.30132943.v2
title: Ae. vitattus

description: These data are used in a modelling analysis examining potential distribution of <i>Aedes vittatus</i> as an invasive species in North America.
DOI: 10.6084/m9.figshare.30132943.v1
title: Ae. vitattus

description: These data are used in a modelling analysis examining potential distribution of <i>Aedes vittatus</i> as an invasive species in North America.
DOI: 10.5281/zenodo.17190567
title: Linking global integrated assessment and hybrid input–output models to support steel decarbonisation policies in Europe
title: Supporting data and results from journal article

description: This repository contains data and results related to the journal article "Linking global integrated assessment and hybrid input–output models to support steel decarbonisation policies in Europe", currently submitted for review.

In this article we analyse the environmental impact of potential strategies to decarbonize the European steel sector up to 2050. The strategies involve both the implementation of subsidies and of carbon pricing measures such as CBAM. The model adopted couples high technological detail and full supply-chain depth by integrating a global integrated assessment model (GCAM) and a multi-regional input-output model based on Exiobase and powered by the MARIO modelling framework. The MARIO model is based on a customized version of the original EXIOBASE Hybrid database, furtherly improved for this application. Reguarding this version of Exiobase, please refer to this other Zenodo repository.  

The content of the repository serves as supporting material to the article.



Concordance - Regional scope: table showing regional aggregation in both GCAM and MARIO models

GCAM_allresults: full set of results from GCAM model

MARIO_allresults: full set of results from MARIO model. Zip folder including parquet files:



f_ex_ghg_act: GHG footprints of industrial activities in each region, exploded by region and activity of origin

f_ex_ghg_com: GHG footprints of commodities in each region, exploded by region and activity of origin

f_ex_ene_act: Energy footprints of industrial activities in each region, exploded by region and activity of origin

f_ex_ene_com: Energy footprints of commodities in each region, exploded by region and activity of origin

Q: Total demand of commodities

X: Total production of industrial activities




Results files are embedded in a powerbi report (Dashboard). 

The MARIO model is based on a customized version of the EXIOBASE Hybrid database, firstly introduced by Rinaldi et al and improved for this application. Reguarding this version of Exiobase, please refer to this other Zenodo repository.
DOI: 10.5281/zenodo.17190568
title: Linking global integrated assessment and hybrid input–output models to support steel decarbonisation policies in Europe
title: Supporting data and results from journal article

description: This repository contains data and results related to the journal article "Linking global integrated assessment and hybrid input–output models to support steel decarbonisation policies in Europe", currently submitted for review.

In this article we analyse the environmental impact of potential strategies to decarbonize the European steel sector up to 2050. The strategies involve both the implementation of subsidies and of carbon pricing measures such as CBAM. The model adopted couples high technological detail and full supply-chain depth by integrating a global integrated assessment model (GCAM) and a multi-regional input-output model based on Exiobase and powered by the MARIO modelling framework. The MARIO model is based on a customized version of the original EXIOBASE Hybrid database, furtherly improved for this application. Reguarding this version of Exiobase, please refer to this other Zenodo repository.  

The content of the repository serves as supporting material to the article.



Concordance - Regional scope: table showing regional aggregation in both GCAM and MARIO models

GCAM_allresults: full set of results from GCAM model

MARIO_allresults: full set of results from MARIO model. Zip folder including parquet files:



f_ex_ghg_act: GHG footprints of industrial activities in each region, exploded by region and activity of origin

f_ex_ghg_com: GHG footprints of commodities in each region, exploded by region and activity of origin

f_ex_ene_act: Energy footprints of industrial activities in each region, exploded by region and activity of origin

f_ex_ene_com: Energy footprints of commodities in each region, exploded by region and activity of origin

Q: Total demand of commodities

X: Total production of industrial activities




Results files are embedded in a powerbi report (Dashboard). 

The MARIO model is based on a customized version of the EXIOBASE Hybrid database, firstly introduced by Rinaldi et al and improved for this application. Reguarding this version of Exiobase, please refer to this other Zenodo repository.
DOI: 10.15468/dl.n27sex
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019828-250920141307145/datasets/export for details.
DOI: 10.15468/dl.r9gaz2
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zizula hylax",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 325 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019832-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16934208
title: Dynamic Charge Distribution as a Key Driver of Catalytic Reactivity in an Artificial Metalloenzyme
DOI: 10.15468/dl.jffsue
title: Occurrence Download

description: A dataset containing 29385 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 one of (Cotula coronopifolia)"
 ]
}

 The dataset includes 29385 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019831-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11330705
title: Dynamic Charge Distribution as a Key Driver of Catalytic Reactivity in an Artificial Metalloenzyme
DOI: 10.15468/dl.6b6r65
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019830-250920141307145/datasets/export for details.
DOI: 10.25574/27178
title: Chandra X-ray Observatory ObsId 27178

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.5066/p1g6vp8d
title: Data for Gull-billed Tern and Black Skimmer Bayesian Network Model - Soil Textures and Topography Index

description: This U.S. Geological Survey (USGS) data release represents tabular and geospatial data for characterizing the soil texture and topography that may be relevant to Black Skimmer and Gull-billed tern nesting on bare ground sites across the U.S. portion of the Gulf of Mexico. These data characterize soil texture (e.g., sand or shell, loam), elevation, and distance to mean higher high water (MHHW) at 3-m for bare ground within 200 m of the MHHW on islands and mainland within the U.S. portion of the Northern Gulf of Mexico 2010. These data were used to characterize percent soil texture variables and topography index variables for Cronin et al.'s (2024) bare ground sites that may be relevant to Black Skimmer and Gull-billed Tern nesting. The soil texture, elevation, and distance to MHHW data may be reasonably used for other purposes within the study extent. The topography index is specific to Black Skimmer and Gull-billed Tern within the study extent and is based on a beach-nesting bird study that included Black Skimmer and was conducted in New Jersey, U.S. (Maslo et al. 2016).
DOI: 10.25574/27179
title: Chandra X-ray Observatory ObsId 27179

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.5281/zenodo.14392328
title: Evolution of outdoor thermal stress under heatwaves: Comparative analysis based on multiple indices over mainland China

description: The data describes the mean temperature, RHU, WIN and PRE series of all grids (5°×5°) under total, non-HW and HW conditions during 1990-2021 with three different definitions (Def1, Def2 and Def3). The PRE, WIN and RHU represent the precipitation (mm), wind speed (m/s),  and Relative humidity (%).
DOI: 10.5281/zenodo.17209145
title: Evolution of outdoor thermal stress under heatwaves: Comparative analysis based on multiple indices over mainland China

description: The data describes the mean temperature, RHU, WIN and PRE series of all grids (5°×5°) under total, non-HW and HW conditions during 1990-2021 with three different definitions (Def1, Def2 and Def3). The PRE, WIN and RHU represent the precipitation (mm), wind speed (m/s),  and Relative humidity (%).
DOI: 10.25574/27180
title: Chandra X-ray Observatory ObsId 27180

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.25574/27182
title: Chandra X-ray Observatory ObsId 27182

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.15468/dl.uxyje4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cannabis sativa",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019833-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/27183
title: Chandra X-ray Observatory ObsId 27183

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.25574/27184
title: Chandra X-ray Observatory ObsId 27184

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.25574/27185
title: Chandra X-ray Observatory ObsId 27185

description: AO-24 Big Dither Observation of Mkn421
DOI: 10.25574/27344
title: Chandra X-ray Observatory ObsId 27344

description: Revealing Accretion and Ejection in the Heart of Cen A
DOI: 10.25574/27345
title: Chandra X-ray Observatory ObsId 27345

description: Revealing Accretion and Ejection in the Heart of Cen A
DOI: 10.25574/27412
title: Chandra X-ray Observatory ObsId 27412

description: Identifying the nature of the gamma Cas like system, pi Aqr, with HETGS
DOI: 10.25574/27459
title: Chandra X-ray Observatory ObsId 27459

description: Transient LMXBs in Globular Clusters
DOI: 10.25574/27484
title: Chandra X-ray Observatory ObsId 27484

description: IDENTIFY AND STUDY OUTFLOWS IN ULTRALUMINOUS X-RAY SOURCE M33 X-8
DOI: 10.5066/p14b6h4r
title: Data for Gull-billed Tern and Black Skimmer Bayesian Network Model

description: This U.S. Geological Survey (USGS) data release represents tabular and geospatial data for the creation and application of a Bayesian network model that predicts Black Skimmer (Rynchops niger) and Gull-billed Tern (Gelochelidon nilotica) on bare ground sites across the U.S. portion of the Gulf of Mexico. Management plans with clear priorities can help to achieve Black Skimmer and Gull-billed Tern population targets (number of breeding pairs) because conservation and restoration opportunities can be limited and costly. These species form breeding colonies on bare ground sites, where the number of breeding pairs may be influenced by numerous site conditions such as site area, soil texture, and topography; island area, shrub area, and elevation; predators, and human disturbances. These data were used to develop a Bayesian network model that uses site conditions to predict Black Skimmer and Gull-billed Tern nest counts as a proxy for breeding pairs. We used the model and 2005-2015 bird survey data to estimate total nests and nest deficits for Gulf Coast Joint Venture Initiative Areas (IA) under existing conditions and simulated scenarios that presumed managers changed site conditions. We selected a best scenario for each IA based on its ability to simultaneously achieve both species targets for the least perceived effort. We used the best scenario to prioritize sites for management until the simulations suggested both species targets might be met. We then repeated the simulations while excluding sites that had attributes that limited their management application.
DOI: 10.25574/27494
title: Chandra X-ray Observatory ObsId 27494

description: LETGS Observations of the Polars RX J0859.1+0537 and RX J1002.2-1925
DOI: 10.25574/27495
title: Chandra X-ray Observatory ObsId 27495

description: CHANDRA CYCLES 23-25 SPATIAL AND SPECTRAL MONITORING OF SN 1987A
DOI: 10.3886/e109703v2-188615
title: Replication data and code for: Rural Roads and Local Economic Development

description: These files contain the data and code for the journal article "Rural Roads and Local Economic Development," American Economic Review. Please start with the readme, which contains a detailed description of all files in this repository and instructions for the replication of results in the article. <br><br>Abstract<br>Nearly one billion people worldwide live in rural areas without access to national paved road networks. We estimate the impacts of India’s $40 billion national rural road construction program using a fuzzy regression discontinuity design and comprehensive household and firm census microdata. Four years after road construction, the main effect of new feeder roads is to facilitate the movement of workers out of agriculture. However, there are no major changes in agricultural outcomes, income or assets. Employment in village firms expands only slightly. Even with better market connections, remote areas may continue to lack economic opportunities.<br><br>
description: Presence of Common Scales: Indian National Classification of Occupations (2004)
description: The main analysis sample is comprised of villages that did not have a paved approach road at the start of the road construction program and whose baseline populations were close to the cutoffs used for prioritization.
description: Villages in India without paved roads in 2000. Smallest Geographic Unit: Village