cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/qlnnbw
title: ASTI Tanzania database

description: This dataset contains national-level data on financial, human, and institutional resources for agricultural research and development (R&D).
&lt;/br&gt;
&lt;/br&gt;
Accurate, reliable, and internationally comparable quantitative information on investments, human capacity, and the institutional structure of agricultural R&D is fundamental to understanding the contribution of research to agricultural growth in low- and middle-income countries. Providing such data is the mission of IFPRI’s Agricultural Science and Technology Indicators (ASTI) program. Through its large network of national, regional, and international partners, ASTI collects and analyzes data from government, higher education, nonprofit, and (where possible) private-sector agencies involved in agricultural R&D. The program conducts ongoing analysis of these datasets; disseminates the results of this analysis to promote advocacy and support policymaking; and builds national and regional capacity for data collection and analysis.&lt;b&gt;&lt;i&gt;This data was collected in 2017 and made it to Dataverse in 2018.&lt;/i&gt;&lt;/b&gt;
&lt;/br&gt;
&lt;/br&gt;
&lt;Strong&gt;&lt;u&gt;Data File&lt;/u&gt;&lt;/strong&gt;: &lt;a href="http://www.asti.cgiar.org/tanzania"&gt;http://www.asti.cgiar.org/tanzania&lt;/a&gt;
description: Country Level Data
DOI: 10.7910/dvn/qtfogf
title: Replication Data for: Unimplementable by design? Understanding (non-)compliance with International Monetary Fund policy conditionality

description: Why do governments fail to implement policy commitments in contractual agreements with international organizations? While scholars have scrutinized domestic factors as obstacles to compliance, we argue that reform programs may be unimplementable by design. We study this hypothesis in the context of International Monetary Fund (IMF) programs, in which borrowing countries must commit to far-reaching economic policy reforms for access to credit. We collect detailed compliance data on individual policy conditions to assess the determinants of compliance failures of IMF programs from 1980 to 2009. Controlling for a host of borrower-specific variables, features of the loan, unexpected shocks during implementation, donor influence, and bureaucratic interest, we find that the number of conditions is a robust predictor of implementation failure. Our theoretical explanation for these findings is that over-ambitious program designs are the result of intra-organizational bargaining within the IMF bureaucracy. While an area department within the IMF drafts the initial reform program, functional departments use their amendment power to include policy conditions that they care about, without due consideration of local circumstances, which leads to over-ambitious programs. These findings have important implications for theories of compliance as well as for policymaking in international organizations.
DOI: 10.7910/dvn/rkqejd
title: Replication Data for: Polarized Mass or Polarized Few? Assessing the Parallel Rise of Survey Non-Response and Measures of Polarization

description: In this study, we argue that the perceived polarization of Americans along party lines is partially an artifact of the low response rates that characterize contemporary surveys. People who agree to participate in opinion surveys are more informed, involved and opinionated about the political process and therefore hold stronger, more meaningful, and partisan political attitudes. This motivational discrepancy generates a bias in survey research that may amplify evidence of party polarization in the mass public. We test the association between response rates and measures of polarization using individual-level data from Pew surveys from 2004 to 2014 and American National Elections Studies from 1984 to 2012. Our empirical evidence demonstrates a significant decline in unit response that is associated with an increase in the percent of politically active, partisan, and polarized individuals in these surveys. This produces evidence of dissensus that, on some issues, may be stronger than exists in reality.
DOI: 10.7910/dvn/soqh9l
title: Replication Data for: Facial Dominance and Electoral Success in Times of War and Peace

description: Data, codebook, and Stata .do file necessary to replicate the figures and tables from "Facial Dominance and Electoral Success in Times of War and Peace." Created using Stata15.
DOI: 10.7910/dvn/t0xfqc
title: Daily weather data for Gikonko (Rwanda) for 2018

description: Daily data
DOI: 10.7910/dvn/zhjijr
title: Wright Files I-Z Edited; Docketed Case: 18809
DOI: 10.15468/dl.8hv8hy
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-169.53301 34.31402,-63.46699 34.31402,-63.46699 76.68598,-169.53301 76.68598,-169.53301 34.31402))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Askellia elegans"
 ]
}

 The dataset includes 442 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005734-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48pqhy
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Karpatiosorbus devoniensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 257 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005735-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvj6z7
title: Occurrence Download

description: A dataset containing 1815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grimothea gregaria",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 1815 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005736-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkw5gx
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-139.82061 33.68629,-83.17939 33.68629,-83.17939 56.31371,-139.82061 56.31371,-139.82061 33.68629))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Physaria reediana"
 ]
}

 The dataset includes 299 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005737-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrgbjq
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.05057 -39.10660,-40.94943 -39.10660,-40.94943 -17.89340,-94.05057 -17.89340,-94.05057 -39.10660))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lobivia formosa"
 ]
}

 The dataset includes 290 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005738-260126135527185/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.31130452
title: Nickel-Catalyzed Enantioselective Radical C(sp3)–C(sp3) Cross-Coupling Enables a New Deep Learning Framework for Asymmetric Catalysis

description: Enantioselective radical cross-coupling offers a powerful strategy for asymmetric construction of stereogenic C(sp³) centers in C(sp³)-rich bioactive molecules, natural products, and functional materials. However, achieving general and highly enantioselective variants remains a central challenge, as it requires managing radical reactivity and precise stereocontrol. Traditional catalyst development relies on empirical optimization to correlate catalyst structure with performance of stereocontrol, a labor-intensive process.
DOI: 10.6084/m9.figshare.31130452.v2
title: Nickel-Catalyzed Enantioselective Radical C(sp3)–C(sp3) Cross-Coupling Enables a New Deep Learning Framework for Asymmetric Catalysis

description: Enantioselective radical cross-coupling offers a powerful strategy for asymmetric construction of stereogenic C(sp³) centers in C(sp³)-rich bioactive molecules, natural products, and functional materials. However, achieving general and highly enantioselective variants remains a central challenge, as it requires managing radical reactivity and precise stereocontrol. Traditional catalyst development relies on empirical optimization to correlate catalyst structure with performance of stereocontrol, a labor-intensive process.
DOI: 10.6084/m9.figshare.31130452.v1
title: Nickel-Catalyzed Enantioselective Radical C(sp3)-C(sp3) Cross-Coupling Enables a New Deep Learning Framework for Chiral Catalyst Design

description: Enantioselective radical cross-coupling offers a powerful strategy for asymmetric construction of stereogenic C(sp³) centers in C(sp³)-rich bioactive molecules, natural products, and functional materials. However, achieving general and highly enantioselective variants remains a central challenge, as it requires managing radical reactivity and precise stereocontrol. Traditional catalyst development relies on empirical optimization to correlate catalyst structure with performance of stereocontrol, a labor-intensive process.
DOI: 10.15468/dl.vbju5t
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-143.64122 29.37258,-30.35878 29.37258,-30.35878 74.62742,-143.64122 74.62742,-143.64122 29.37258))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Draba breweri"
 ]
}

 The dataset includes 284 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005739-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qsk9d
title: CCDC 2526044: Experimental Crystal Structure Determination

description: Related Article: Ting-Ting Song|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qskrv
title: CCDC 2526058: Experimental Crystal Structure Determination

description: Related Article: Yanan Wei|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qsm5b
title: CCDC 2526102: Experimental Crystal Structure Determination

description: Related Article: JN Behera|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2p5lyf
title: CCDC 2478045: Experimental Crystal Structure Determination

description: Related Article: Tai Xi-Shi|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qsnck
title: CCDC 2526139: Experimental Crystal Structure Determination

description: Related Article: CHENGJUN JIANG|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qsnqx
title: CCDC 2526150: Experimental Crystal Structure Determination

description: Related Article: taotao su|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qt1qb
title: CCDC 2526522: Experimental Crystal Structure Determination

description: Related Article: Tianyue Yuan|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qsdtr
title: CCDC 2525905: Experimental Crystal Structure Determination

description: Related Article: Huang Zhaowei|2026|CSD Communication|||
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: 10.15468/dl.s6u7pf
title: Occurrence Download

description: A dataset containing 5179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kerria japonica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5179 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005740-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qsdvs
title: CCDC 2525906: Experimental Crystal Structure Determination

description: Related Article: Huang Zhaowei|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qsdwt
title: CCDC 2525907: Experimental Crystal Structure Determination

description: Related Article: Huang Zhaowei|2026|CSD Communication|||
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: 10.15468/dl.yypfxh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemesia longinaris",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005741-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8cmq2
title: Occurrence Download

description: A dataset containing 1212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schistidium elegantulum"
 ]
}

 The dataset includes 1212 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005742-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18413118
title: Codes and files related to Hainzl, Dahm & Tramelli (2026)

description: All files are related to the publication "A deformation-driven earthquake interaction model for seismicity at Campi Flegrei" by Sebastian Hainzl, Torsten Dahm, and Anna Tramelli, published in Communications Earth & Environment in 2026.

The files include the following:

(1) The input data used for calculations and plotting:

- Earthquake catalogs: "campi-flegrei.kat" and "horus.kat"

- Deformation data: "gps.dat" and "level-data.txt"

- Precalculated results: "forwardsimulations.dat", "Nforecasts_T7d.dat", "Nforecasts_T30d.dat", "Mmaxforecasts_T7d.dat", and "Mmaxforecasts_T30d.dat"

(2) Two Python codes for calculations:

- parameter_estimation.py: Performs the maximum likelihood estimation of the parameters for all tested models

- calculate_forecast_example.py: Calculates the forecasts for one exemplary parameter set and starting time.

(3) Four Python codes for reproducing the figures in the manuscript (Figs.1-4) using the provided input data: 

"plot_fig1.py", "plot_fig2.py", etc.
DOI: 10.5281/zenodo.18413119
title: Codes and files related to Hainzl, Dahm & Tramelli (2026)

description: All files are related to the publication "A deformation-driven earthquake interaction model for seismicity at Campi Flegrei" by Sebastian Hainzl, Torsten Dahm, and Anna Tramelli, published in Communications Earth & Environment in 2026.

The files include the following:

(1) The input data used for calculations and plotting:

- Earthquake catalogs: "campi-flegrei.kat" and "horus.kat"

- Deformation data: "gps.dat" and "level-data.txt"

- Precalculated results: "forwardsimulations.dat", "Nforecasts_T7d.dat", "Nforecasts_T30d.dat", "Mmaxforecasts_T7d.dat", and "Mmaxforecasts_T30d.dat"

(2) Two Python codes for calculations:

- parameter_estimation.py: Performs the maximum likelihood estimation of the parameters for all tested models

- calculate_forecast_example.py: Calculates the forecasts for one exemplary parameter set and starting time.

(3) Four Python codes for reproducing the figures in the manuscript (Figs.1-4) using the provided input data: 

"plot_fig1.py", "plot_fig2.py", etc.
DOI: 10.15468/dl.smcq2t
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-129.66277 33.74421,-93.33723 33.74421,-93.33723 48.25579,-129.66277 48.25579,-129.66277 33.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cymopterus hendersonii"
 ]
}

 The dataset includes 170 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005744-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7asu9
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gamochaeta filaginea"
 ]
}

 The dataset includes 154 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005745-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ffvs7
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucosidea sericea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 219 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005749-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7229a7
title: Occurrence Download

description: A dataset containing 23504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "Geometry POLYGON((30.48979 50.55305,30.44181 50.50344,30.45653 50.36552,30.54039 50.30947,30.5914 50.33133,30.5832 50.42516,30.53037 50.49986,30.48979 50.55305))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2025"
 ]
}

 The dataset includes 23504 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005747-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmj68p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peisos petrunkevitchi",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005748-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.