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

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens lecomtei Hook.fil."
 ]
}

 The dataset includes 91 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033632-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7nsaq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia seslerioides S.Moore"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033634-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.246sbq
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa grandiflora C.B.Clarke"
 ]
}

 The dataset includes 41 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033649-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w47sav
title: Occurrence Download

description: A dataset containing 2100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afrogecko porphyreus (Daudin, 1802)"
 ]
}

 The dataset includes 2100 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033637-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6psj2
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa gracillima Baker"
 ]
}

 The dataset includes 89 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033639-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqax39
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea porphyrea J.R.I.Wood & Scotland"
 ]
}

 The dataset includes 155 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033640-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9aar9f
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens leedalii Grey-Wilson"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033641-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.my8egs
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Belize",
 "DatasetKey is one of (Tropicos MO Specimen Data, Plant Resources Center, Field Museum of Natural History (Botany) Seed Plant Collection, Tropicos Specimens Non-MO, Natural History Museum (London) Collection Specimens, Phanerogamic Botanical Collections (S), The New York Botanical Garden Herbarium (NY), Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), University of Michigan Herbarium, CAS Botany (BOT))",
 "OccurrenceStatus is Present",
 "TaxonKey is Acalypha macrostachya Jacq."
 ]
}

 The dataset includes 96 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033642-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z87zz5
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera serpentinicola Schrire"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033645-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tufxp4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia siccanea W.W.Sm."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033643-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b6q6z
title: Occurrence Download

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

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033647-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw7zdj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea porrecta Rendle & Britten"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033651-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9fvhp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jasminum carissoides Kerr"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033655-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huj99b
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens lemannii Hook.fil. & Thomson"
 ]
}

 The dataset includes 80 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033650-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5fs5s
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera sesquipedalis C.B.Clarke ex Sanjappa"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033654-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8rnx4
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-254 20,-175 20,-175 65,-254 65,-254 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thunnus alalunga (Bonnaterre, 1788)"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033652-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spne5w
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedera helix f. poetarum (Nicotra) Mc All. & A.Rutherf.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075656-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebx47w
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea prismatosyphon Welw."
 ]
}

 The dataset includes 210 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033659-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9rp4v
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia sitiens Benoist"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033653-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqgus6
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa gregorii (S.Moore) Lindau"
 ]
}

 The dataset includes 145 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033660-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxkpyj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens lemeei H.H.Lév."
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033661-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45csmx
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isoglossa hypoestiflora Lindau"
 ]
}

 The dataset includes 69 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033674-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5sg7p
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia stachytarphetoides (Lindau) C.B.Clarke"
 ]
}

 The dataset includes 43 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033662-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbzrmx
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jasminum caudatum Wall. ex Lindl."
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033663-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgb7q9
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera sessiliflora DC."
 ]
}

 The dataset includes 454 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033664-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3y34y
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea protea Rendle & Britten"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033666-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11582544
title: chaosmining-dataset

description: Chaosmining is a synthetic dataset designed to evaluate post-hoc local attribution methods in low signal-to-noise ratio environments. It is created and maintained by Davidson Lab at UC Davis. The code to generate data and run experiments can be found at "https://github.com/geshijoker/ChaosMining". The dataset consists of "Symbolic Functional Data", "Vision Data", and "Audio Data".

The symbolic functional data is created based on human-designed symbolic functions with ground truth annotations derived from mathematical formulas. It is used to study the general behaviors of multilayer perceptron (MLP) networks on regression tasks. 

The vision data is used to study popular architectures for visual scene classification tasks in various noise conditions. 

The audio data is used to study popular architectures for sequential data classification tasks in various noise conditions. 

These synthetic datasets serve as accessible resources for researchers exploring feature selection and attribution methods in the context of explainable artificial intelligence (XAI).
DOI: 10.5281/zenodo.11582545
title: chaosmining-dataset

description: Chaosmining is a synthetic dataset designed to evaluate post-hoc local attribution methods in low signal-to-noise ratio environments. It is created and maintained by Davidson Lab at UC Davis. The code to generate data and run experiments can be found at "https://github.com/geshijoker/ChaosMining". The dataset consists of "Symbolic Functional Data", "Vision Data", and "Audio Data".

The symbolic functional data is created based on human-designed symbolic functions with ground truth annotations derived from mathematical formulas. It is used to study the general behaviors of multilayer perceptron (MLP) networks on regression tasks. 

The vision data is used to study popular architectures for visual scene classification tasks in various noise conditions. 

The audio data is used to study popular architectures for sequential data classification tasks in various noise conditions. 

These synthetic datasets serve as accessible resources for researchers exploring feature selection and attribution methods in the context of explainable artificial intelligence (XAI).
DOI: 10.15468/dl.utnny5
title: Occurrence Download

description: A dataset containing 1328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedera canariensis Willd.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1328 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075657-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3985c6
title: Occurrence Download

description: A dataset containing 905514351 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 905514351 records from 23624 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075639-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8b8gvq
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China)",
 "TaxonKey is Agraphospiza rubescens (Blanford, 1872)"
 ]
}

 The dataset includes 249 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008773-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13147945
title: FragPipe-Analyst Manuscript Datasets

description: Datasets used in Yi Hsiao, Haijian Zhang, Ginny Xiaohe Li, Yamei Deng, Fengchao Yu, Hossein Valipour Kahrood, Joel R. Steele, Ralf B. Schittenhelm, and Alexey I. Nesvizhskii Journal of Proteome Research (2024), DOI: 10.1021/acs.jproteome.4c00294
DOI: 10.5281/zenodo.13147946
title: FragPipe-Analyst Manuscript Datasets
DOI: 10.5281/zenodo.13147961
title: FragPipe-Analyst Manuscript Datasets

description: Datasets used in Yi Hsiao, Haijian Zhang, Ginny Xiaohe Li, Yamei Deng, Fengchao Yu, Hossein Valipour Kahrood, Joel R. Steele, Ralf B. Schittenhelm, and Alexey I. Nesvizhskii Journal of Proteome Research (2024), DOI: 10.1021/acs.jproteome.4c00294
DOI: 10.15468/dl.m5wyf6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Passer domesticus (Linnaeus, 1758)",
 "EventDate is 2024-10-20,2025-01-31",
 "DecimalLatitude is 38.4157226024981,38.578603928173",
 "DecimalLongitude is -121.68734374788,-121.5828533301",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008776-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8cn6a
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.54577 34.04352,134.96480 34.04352,134.96480 39.80374,120.54577 39.80374,120.54577 34.04352))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tadarida insignis (Blyth, 1862)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008775-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dttj6w
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Polytrichum strictum Menzies ex Brid."
 ]
}

 The dataset includes 121 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008777-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15230046
title: Spherocentric Memory Theory — Symbolic AI for Critical Autonomy

description: This work proposes and demonstrates the Spherocentric Memory Theory as an innovative approach to symbolic agents with autonomous decision-making. Through modeling interconnected cognitive spheres and applying activation vectors with persistent memory and symbolic feedback, it presents a functional decision-making architecture that does not rely on conventional statistical learning. The results are based on real simulations and interactive visualizations using Python, C++, WebGL, and a modular symbolic agent.
DOI: 10.5281/zenodo.15230047
title: Implementação Cognitiva Simbólica por Estrutura Esferocêntrica

description: This work proposes and demonstrates the Spherocentric Memory Theory as an innovative approach to symbolic agents with autonomous decision-making. Through modeling interconnected cognitive spheres and applying activation vectors with persistent memory and symbolic feedback, it presents a functional decision-making architecture that does not rely on conventional statistical learning. The results are based on real simulations and interactive visualizations using Python, C++, WebGL, and a modular symbolic agent.
DOI: 10.5281/zenodo.15231928
title: Spherocentric Memory Theory — Symbolic AI for Critical Autonomy

description: This work proposes and demonstrates the Spherocentric Memory Theory as an innovative approach to symbolic agents with autonomous decision-making. Through modeling interconnected cognitive spheres and applying activation vectors with persistent memory and symbolic feedback, it presents a functional decision-making architecture that does not rely on conventional statistical learning. The results are based on real simulations and interactive visualizations using Python, C++, WebGL, and a modular symbolic agent.
DOI: 10.15468/dl.ju8c56
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Charadrius vociferus Linnaeus, 1758",
 "EventDate is 2024-10-20,2025-01-31",
 "DecimalLatitude is 38.4157226024981,38.578603928173",
 "DecimalLongitude is -121.68734374788,-121.5828533301",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008779-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eb6sqj
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.97896 -13.52369,-71.96452 -13.52369,-71.96452 -13.51901,-71.97896 -13.51901,-71.97896 -13.52369))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1398 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008780-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4n4my5
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India)",
 "TaxonKey is Carpodacus edwardsii edwardsii"
 ]
}

 The dataset includes 33 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008778-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d2tyz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OrderKey is Chiroptera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is China"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008781-250415084134356/datasets/export for details.