cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/3qx-nnr-vc3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ed-d3w-h3r
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsv-01k-cqm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69p-8mv-k8k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p4e-j3g-heq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qh-7b6-hze
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8k6-lh1-see
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yy-5mv-v7p
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wr7-5c4-k62
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10m-z6v-k1f
title: †Heterocoenia Milne Edwards & Haime, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/57v-4z3-p5s
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lml-70w-f60
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhr-019-20s
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shy-tts-x1b
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lqa-rrz-e8e
title: †Protetragonites quadrisulcatus (d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xnx-txt-xcz
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6x-hk2-eg5
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8e5-b1s-f55
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khd-m6f-3r7
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c6p-gq5-3tp
title: Fungella von Hagenow, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hd4-2sv-9aw
title: Hipponix Blainville, 1819

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8tw-612-bh3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aa0-pm5-cy9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05g-pjl-a4z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bzggr4
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leporinus granti)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 247 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022527-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2q7-zyh-8tp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b66-73g-bje
title: Talpa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhv-s07-xqz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v3l-xfe-ylw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pq-zxd-4nl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nbv-0b1-g7v
title: Phacops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzf-fk2-2kf
title: †Discocyclina dispansa (Sowerby, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.3tuqr9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenatherina temmincki"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034928-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16788540
title: Supplementary Tables for: Efficacy and Safety of Chemoimmunotherapy in Patients with Advanced Non-Small Cell Lung Cancer with Pre-Existing Interstitial Pneumonia and Low PD-L1 Expression

description: This file contains the supplementary tables for the article “Efficacy and Safety of Chemoimmunotherapy in Patients with Advanced Non-Small Cell Lung Cancer with Pre-Existing Interstitial Pneumonia and Low PD-L1 Expression.” These tables provide additional information supporting the study results.
DOI: 10.5281/zenodo.16788541
title: Supplementary Tables for: Efficacy and Safety of Chemoimmunotherapy in Patients with Advanced Non-Small Cell Lung Cancer with Pre-Existing Interstitial Pneumonia and Low PD-L1 Expression

description: This file contains the supplementary tables for the article “Efficacy and Safety of Chemoimmunotherapy in Patients with Advanced Non-Small Cell Lung Cancer with Pre-Existing Interstitial Pneumonia and Low PD-L1 Expression.” These tables provide additional information supporting the study results.
DOI: 10.5281/zenodo.16789360
title: Concrete slab in fire
DOI: 10.5281/zenodo.16789361
title: Concrete slab in fire
DOI: 10.6084/m9.figshare.29817644.v1
title: A 100-m grid population dataset of Shanghai, China using the Spatial-Leslie Model from 2010 to 2050

description: A 100-m grid population dataset of Shanghai, China was generated by the Spatial-Leslie Model from 2010 to 2050. For individuals aged 65 and above, the relative root mean square error (%RMSE) is 0.31%. In the validation of projected population distributions for the period 2015-2050, the dataset achieved correlation coefficients exceeding 0.73 across all age groups, with the highest predictive accuracy observed in the 15-64 age group (R<sup>2</sup> = 0.83).
DOI: 10.15468/dl.q2vfde
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allanetta afra"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034930-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2syw3g
title: Occurrence Download

description: A dataset containing 114063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Butomus umbellatus"
 ]
}

 The dataset includes 114063 records from 694 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034904-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q3f3s
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atherina temminckii"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034932-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zfr6z
title: Occurrence Download

description: A dataset containing 2499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Balaeniceps rex",
 "Year 2000-2025"
 ]
}

 The dataset includes 2499 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034933-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egkauy
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis dolichopoda"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034934-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxfrn7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atherina uisila"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034935-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swz6m9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atherina gobio"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034937-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4euk3
title: Occurrence Download

description: A dataset containing 4023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus nigricollis",
 "Year 2000-2025"
 ]
}

 The dataset includes 4023 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034938-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvfpx4
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dracaena cochinchinensis"
 ]
}

 The dataset includes 59 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034939-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39tp4j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atherina cylindrica"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034940-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rmh34
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEE2891"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034942-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16783035
title: Adoção de Boas Práticas e Integração Contínua em Repositórios GitHub com Linguagens Funcionais

description: The dataset used in the paper "Adoção de Boas Práticas e Integração Contínua em Repositórios GitHub com Linguagens Funcionais", accepted at the 1st Workshop on Software Engineering for Functional Programming (SE4FP), 2025.
DOI: 10.5281/zenodo.16789408
title: Adoção de Boas Práticas e Integração Contínua em Repositórios GitHub com Linguagens Funcionais

description: The dataset used in the paper "Adoção de Boas Práticas e Integração Contínua em Repositórios GitHub com Linguagens Funcionais", accepted at the 1st Workshop on Software Engineering for Functional Programming (SE4FP), 2025.
DOI: 10.15468/dl.f7p36c
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:

SELECT COUNT(*) AS size
FROM occurrence
WHERE datasetKey = '50c9509d-22c7-4a22-a47d-8c48425ef4a7'
 AND taxonKey = 359


 The dataset's 1 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034936-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.16356546
title: GCAM-AgMIP-Healthy-Diet

description: README

This repository provides the essential files and instructions for replicating the core analysis in our study on climate-driven food price and diet affordability impacts.

Due to storage limitations, we are unable to upload the full GCAM v7.0 model outputs (each run generates ~2.73 GB, and the study includes 72 experiments). Instead, we provide the **processed outputs** used in our analysis, specifically the crop price and food price CSV files.

=====================================📁 Contents Overview=====================================

1. **GCAM Model**   - GCAM v7.0 is publicly available at:     https://github.com/JGCRI/gcam-core/releases

2. **Configuration Files**   - `gcam_configs.tar`: Contains the run configuration files used in this study.   - `yield_xml.tar`: Includes additional climate-driven crop yield XML files used in each run.

3. **Agricultural Trade Tariff XML**   - The file `ag_trade_margin_tariff.xml` was generated based on:     Xin Zhao, Marshall A. Wise, Stephanie T. Waldhoff, G. Page Kyle, Jonathan E. Huster, Christopher W. Ramig, Lauren E. Rafelski, Pralit L. Patel, Katherine V. Calvin,       *The impact of agricultural trade approaches on global economic modeling*,       Global Environmental Change, Volume 73, 2022, 102413.       https://doi.org/10.1016/j.gloenvcha.2021.102413

4. **Analysis Notebook**   - `main_results_pipeline.ipynb`: The main script used to generate all plots and analysis results shown in the study.

5. **Supporting Data**   - `mean-daily-per-capita-expenditure-vs-gdp-per-capita.csv` and `incomes-across-distribution-ppp2017.csv`: From World Bank sources, used for income and expenditure comparisons.   - Historical food consumption data used in GCAM simulations is derived from FAO data.

=====================================🔁 Reproducing the Results=====================================

To reproduce the figures and numerical results from the study:1. Make sure you have Python installed with the required libraries (e.g., `pandas`, `matplotlib`, `xarray`, `seaborn`, etc.).2. Open and run the `main_results_pipeline.ipynb` notebook in Jupyter or other compatible environments.3. The notebook reads processed CSVs, not raw GCAM outputs, to generate all analysis results.

=====================================📜 Terms of Use=====================================

Use of any provided data or figures must be accompanied by proper citation of the study.  Please **contact the author (yongyejiang@stu.pku.edu.cn )** for permission before using this dataset in your own publications or derivative works.
DOI: 10.5281/zenodo.16356545
title: GCAM-AgMIP-Healthy-Diet

description: README

This repository provides the essential files and instructions for replicating the core analysis in our study on climate-driven food price and diet affordability impacts.

Due to storage limitations, we are unable to upload the full GCAM v7.0 model outputs (each run generates ~2.73 GB, and the study includes 72 experiments). Instead, we provide the **processed outputs** used in our analysis, specifically the crop price and food price CSV files.

=====================================📁 Contents Overview=====================================

1. **GCAM Model**   - GCAM v7.0 is publicly available at:     https://github.com/JGCRI/gcam-core/releases

2. **Configuration Files**   - `gcam_configs.tar`: Contains the run configuration files used in this study.   - `yield_xml.tar`: Includes additional climate-driven crop yield XML files used in each run.

3. **Agricultural Trade Tariff XML**   - The file `ag_trade_margin_tariff.xml` was generated based on:     Xin Zhao, Marshall A. Wise, Stephanie T. Waldhoff, G. Page Kyle, Jonathan E. Huster, Christopher W. Ramig, Lauren E. Rafelski, Pralit L. Patel, Katherine V. Calvin,       *The impact of agricultural trade approaches on global economic modeling*,       Global Environmental Change, Volume 73, 2022, 102413.       https://doi.org/10.1016/j.gloenvcha.2021.102413

4. **Analysis Notebook**   - `main_results_pipeline.ipynb`: The main script used to generate all plots and analysis results shown in the study.

5. **Supporting Data**   - `mean-daily-per-capita-expenditure-vs-gdp-per-capita.csv` and `incomes-across-distribution-ppp2017.csv`: From World Bank sources, used for income and expenditure comparisons.   - Historical food consumption data used in GCAM simulations is derived from FAO data.

=====================================🔁 Reproducing the Results=====================================

To reproduce the figures and numerical results from the study:1. Make sure you have Python installed with the required libraries (e.g., `pandas`, `matplotlib`, `xarray`, `seaborn`, etc.).2. Open and run the `main_results_pipeline.ipynb` notebook in Jupyter or other compatible environments.3. The notebook reads processed CSVs, not raw GCAM outputs, to generate all analysis results.

=====================================📜 Terms of Use=====================================

Use of any provided data or figures must be accompanied by proper citation of the study.  Please **contact the author (yongyejiang@stu.pku.edu.cn )** for permission before using this dataset in your own publications or derivative works.
DOI: 10.15468/dl.tsm7ky
title: Occurrence Download

description: A dataset containing 9121773 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ericaceae"
 ]
}

 The dataset includes 9121773 records from 4284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034929-250802193616735/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.28844627
title: <b>Rural Education in Colombia: Adapting Quality Policies to Local Realities</b>

description: El presente archivo en Excel contiene la sistematización de los documentos revisados durante la investigación <i>'Rural Education in Colombia: Adapting Quality Policies to Local Realities'</i>. Cada uno de estos textos fue considerado como una unidad hermenéutica y analizado mediante el software ATLAS.ti, en el marco del enfoque cualitativo de la investigación.
DOI: 10.15468/dl.6ghqvc
title: Occurrence Download

description: A dataset containing 1 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 (Capra ibex)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082908-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kecjmp
title: Occurrence Download

description: A dataset containing 603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna spectabilis",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 603 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082906-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hrp4y
title: Occurrence Download

description: A dataset containing 0 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 (Capra ibex)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082909-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jeek9k
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis dillenii",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 262 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082910-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.