cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13129237
title: Linked collectors and determiners for: Revision of the southern Andean genus Sadocus Sorensen, 1886 (Opiliones, Gonyleptidae, Pachylinae).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the southern Andean genus Sadocus Sorensen, 1886 (Opiliones, Gonyleptidae, Pachylinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/334e9d74-ee49-46e7-b44f-f98ab1a43af0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/334e9d74-ee49-46e7-b44f-f98ab1a43af0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13421492
title: Linked collectors and determiners for: Revision of the southern Andean genus Sadocus Sorensen, 1886 (Opiliones, Gonyleptidae, Pachylinae).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the southern Andean genus Sadocus Sorensen, 1886 (Opiliones, Gonyleptidae, Pachylinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/334e9d74-ee49-46e7-b44f-f98ab1a43af0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/334e9d74-ee49-46e7-b44f-f98ab1a43af0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13977681
title: Linked collectors and determiners for: Revision of the southern Andean genus Sadocus Sorensen, 1886 (Opiliones, Gonyleptidae, Pachylinae).

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the southern Andean genus Sadocus Sorensen, 1886 (Opiliones, Gonyleptidae, Pachylinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/334e9d74-ee49-46e7-b44f-f98ab1a43af0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/334e9d74-ee49-46e7-b44f-f98ab1a43af0. Formatted as a Frictionless Data package.
DOI: 10.7910/dvn/agyapj
title: A98_9870.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b5beb729-88e4-4a2b-881c-24a39cbfb7e1'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b5beb729-88e4-4a2b-881c-24a39cbfb7e1
DOI: 10.15468/dl.gdsfdf
title: Occurrence Download

description: A dataset containing 380846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Observation, Human Observation, Material sample, Material citation, Specimen, Fossil, Living Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Avena L."
 ]
}

 The dataset includes 380846 records from 2579 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030942-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfzv67
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.86792 45.18677,-3.52661 44.4397,-2.82349 41.1438,4.64722 37.38647,7.21802 41.07788,10.97534 42.00073,9.52515 44.04419,5.50415 44.63745,0.86792 45.18677))",
 "TaxonKey is Dolomedes Latreille, 1804"
 ]
}

 The dataset includes 27 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007541-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7zbj5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nidularium mangaratibense Leme"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048021-230530130749713/datasets/export for details.
DOI: 10.15468/dl.ubwmh7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malpighia emarginata DC.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191205-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdwmhw
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006151-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvqjdc
title: Occurrence Download

description: A dataset containing 1460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "Year 2008-2018",
 "HasCoordinate is true",
 "TaxonKey is Ovis canadensis Shaw, 1804",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1460 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007541-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3n2f9z
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxytropis rosea Bunge"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057470-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdfpae
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Yucca aloifolia L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0194152-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ygp7bn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is incertae sedis",
 "Year is greater than 2013",
 "Geometry MULTIPOLYGON (((12.313741 44.259233,12.311855 44.266669,12.311521 44.266967,12.311507 44.267616,12.30385 44.274931,12.312322 44.279438,12.318603 44.273494,12.320323 44.272004,12.327249 44.265105,12.330642 44.261298,12.334821 44.257251,12.335495 44.256763,12.337004 44.255099,12.340082 44.253713,12.34071 44.254199,12.341086 44.253756,12.344017 44.250681,12.344017 44.250674,12.344217 44.250675,12.344255 44.250458,12.344626 44.249943,12.351177 44.242694,12.354053 44.239549,12.354331 44.239145,12.354274 44.237274,12.354258 44.236987,12.353429 44.236507,12.352825 44.236453,12.351609 44.236201,12.351095 44.235964,12.348733 44.234053,12.348618 44.233804,12.346332 44.233223,12.326854 44.235917,12.325698 44.235842,12.319068 44.241724,12.316128 44.249119,12.316304 44.249582,12.316941 44.250211,12.316921 44.250629,12.317471 44.251666,12.314091 44.258323,12.313741 44.259233)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027842-230530130749713/datasets/export for details.
DOI: 10.15468/dl.uamq9g
title: Occurrence Download

description: A dataset containing 29962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solanum lycopersicum L."
 ]
}

 The dataset includes 29962 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066280-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2sxex
title: Occurrence Download

description: A dataset containing 23805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monnina Ruiz & Pav."
 ]
}

 The dataset includes 23805 records from 441 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013095-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9fxc7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudognaphalium luteoalbum (L.) Hilliard & B.L.Burtt",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191212-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyfcnf
title: Occurrence Download

description: A dataset listing the 5796 species recorded in GBIF matching the query:
{
 "and" : [
 "Year 2002-2019",
 "Geometry POLYGON((-76.39755249023437 8.87557385842271,-76.23550415039062 8.977323208440273,-76.1627197265625 9.108876667243707,-76.14486694335937 9.207848927482238,-76.09405517578125 9.264779334169571,-76.058349609375 9.324410816144872,-75.97320556640625 9.350157628244497,-75.94024658203123 9.4070648672726,-75.88531494140623 9.405710041600022,-75.8660888671875 9.39216149311645,-75.80841064453125 9.365062807027195,-75.70266723632812 9.396226113340123,-75.70541381835937 9.428741355694363,-75.77407836914062 9.431450821059371,-75.84274291992187 9.453125777275747,-75.91964721679687 9.461253534062244,-75.97457885742187 9.459898921269596,-76.02676391601562 9.408419687637533,-76.10366821289061 9.369127744846835,-76.4044189453125 8.92713040953736,-76.39755249023437 8.87557385842271))",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 5796 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007541-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mttkq6
title: Occurrence Download

description: A dataset containing 986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laportea bulbifera (Siebold & Zucc.) Wedd.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 986 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191200-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p96ksp
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wittmackia linharesiorum (Leme) Aguirre-Santoro"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006152-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffq26v
title: Occurrence Download

description: A dataset containing 5500420 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 5500420 records from 1347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060605-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52ybs4
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Riccia albopunctata"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000596-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfydmv
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "DatasetKey is Colección de Aves del Museo de Historia Natural de la Universidad de Caldas (MHN-UCa)",
 "TaxonKey is Momotus aequatorialis"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000594-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atwjxj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra imbricata"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000601-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16694220
title: Dataset for Fault Detection and Isolation of Photovoltaic System Using LSTM Neural Network

description: This dataset contains Excel data files used in the research paper titled “LSTM-based fault detection and isolation of photovoltaic system under electrical faults and partial shading using noisy dataset.” It includes normal case data, fault scenarios (partial shading, open-circuit, short-circuit) used to train and evaluate the LSTM model. The dataset can be used for training/testing fault detection models or for further analysis in renewable energy research.

This version has been superseded by Version 2. Please use Version 2 for correct data access.“Updated version”
DOI: 10.5281/zenodo.16700537
title: Dataset for Fault Detection and Isolation of Photovoltaic System Using LSTM Neural Network

description: This dataset contains Excel data files used in the research paper titled “LSTM-based fault detection and isolation of photovoltaic system under electrical faults and partial shading using noisy dataset.” It includes normal case data, fault scenarios (partial shading, open-circuit, short-circuit) used to train and evaluate the LSTM model. The dataset can be used for training/testing fault detection models or for further analysis in renewable energy research.

This version has been superseded by Version 2. Please use Version 2 for correct data access.“Updated version”
DOI: 10.34740/kaggle/dsv/13057843
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.b2s7rn
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra macrocalyx macrocalyx"
 ]
}

 The dataset includes 62 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000603-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16928743
title: Code and data for Nitrogen-limitation overrides impacts of wildfire ash on primary production in naturally eutrophic, grassland lakes
DOI: 10.5281/zenodo.16928744
title: Code and data for Nitrogen-limitation overrides impacts of wildfire ash on primary production in naturally eutrophic, grassland lakes
DOI: 10.15468/dl.thnkyc
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra macrocalyx"
 ]
}

 The dataset includes 487 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000602-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17117161
title: GAP Coop Dossier v1 (Data & Reproducible Code)

description: # GAP Coop Dossier v1**DOI:** [10.5281/zenodo.17117162](https://doi.org/10.5281/zenodo.17117162)  **Autor:** Tiago Felippe  **Contato:** tiagofelippe21@icloud.com  **Licença:** Apache License 2.0  

---

## 📄 Resumo (Português)O **GAP Coop Dossier v1** reúne dados, código e figuras que exploram dinâmicas de cooperação evolutiva em jogos iterados (TFT, ALLD e variações).  O projeto segue boas práticas de ciência aberta, com reprodutibilidade total a partir de scripts Python e tabelas CSV.  

**Contexto e Aplicações**:  - Contribui para estudos em teoria dos jogos, dinâmica evolutiva e ciências sociais computacionais.  - Pode ser aplicado na análise de **estratégias de confiança e reciprocidade** em populações, redes sociais e modelos de cooperação distribuída.  - Serve como base para discussão interdisciplinar entre matemática, biologia, ciência da computação e filosofia da cooperação.  

---

## 📄 Abstract (English)The **GAP Coop Dossier v1** includes data, code, and figures exploring evolutionary cooperation dynamics in iterated games (TFT, ALLD, and variants).  The project follows open science practices, ensuring full reproducibility with Python scripts and CSV datasets.  

**Context and Applications**:  - Contributes to research in game theory, evolutionary dynamics, and computational social science.  - Applicable to the analysis of **trust and reciprocity strategies** in populations, social networks, and distributed cooperation models.  - Provides a foundation for interdisciplinary discussions across mathematics, biology, computer science, and the philosophy of cooperation.  

---
DOI: 10.5281/zenodo.17117162
title: GAP Coop Dossier v1 (Data & Reproducible Code)

description: # GAP Coop Dossier v1**DOI:** [10.5281/zenodo.17117162](https://doi.org/10.5281/zenodo.17117162)  **Autor:** Tiago Felippe  **Contato:** tiagofelippe21@icloud.com  **Licença:** Apache License 2.0  

---

## 📄 Resumo (Português)O **GAP Coop Dossier v1** reúne dados, código e figuras que exploram dinâmicas de cooperação evolutiva em jogos iterados (TFT, ALLD e variações).  O projeto segue boas práticas de ciência aberta, com reprodutibilidade total a partir de scripts Python e tabelas CSV.  

**Contexto e Aplicações**:  - Contribui para estudos em teoria dos jogos, dinâmica evolutiva e ciências sociais computacionais.  - Pode ser aplicado na análise de **estratégias de confiança e reciprocidade** em populações, redes sociais e modelos de cooperação distribuída.  - Serve como base para discussão interdisciplinar entre matemática, biologia, ciência da computação e filosofia da cooperação.  

---

## 📄 Abstract (English)The **GAP Coop Dossier v1** includes data, code, and figures exploring evolutionary cooperation dynamics in iterated games (TFT, ALLD, and variants).  The project follows open science practices, ensuring full reproducibility with Python scripts and CSV datasets.  

**Context and Applications**:  - Contributes to research in game theory, evolutionary dynamics, and computational social science.  - Applicable to the analysis of **trust and reciprocity strategies** in populations, social networks, and distributed cooperation models.  - Provides a foundation for interdisciplinary discussions across mathematics, biology, computer science, and the philosophy of cooperation.  

---
DOI: 10.15468/dl.v3de2a
title: Occurrence Download

description: A dataset containing 34746 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asphodelus albus"
 ]
}

 The dataset includes 34746 records from 623 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000606-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjjtft
title: Occurrence Download

description: A dataset containing 3874929 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (United Arab Emirates, Oman, Saudi Arabia, Yemen)"
 ]
}

 The dataset includes 3874929 records from 1350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000535-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvk59n
title: Occurrence Download

description: A dataset containing 1174498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agelaius phoeniceus (Linnaeus, 1766)",
 "StateProvince is one of (New York)"
 ]
}

 The dataset includes 1174498 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072056-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cysjc
title: Occurrence Download

description: A dataset containing 72215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.4669 36.75351,-6.45971 36.56678,-6.31901 36.33431,-6.07409 36.03441,-5.93779 35.96477,-5.67886 35.91008,-5.49874 35.95566,-5.19478 36.1377,-5.11383 36.34595,-4.85704 36.45527,-4.75809 36.73173,-4.83453 37.01464,-5.18858 37.28711,-5.64883 37.30442,-6.03584 37.16146,-6.21923 36.97867,-6.4669 36.75351))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 72215 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072063-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45uk25
title: Occurrence Download

description: A dataset containing 286525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, EOD – eBird Observation Dataset)",
 "Geometry POLYGON((-114.60846 31.11325,-107.47809 31.11325,-107.47809 38.84605,-114.60846 38.84605,-114.60846 31.11325))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agelaius phoeniceus (Linnaeus, 1766)",
 "Year 2000-2025"
 ]
}

 The dataset includes 286525 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072054-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.