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

description: A dataset containing 6337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamprotornis superbus Rüppell, 1845"
 ]
}

 The dataset includes 6337 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002049-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nungud
title: Occurrence Download

description: A dataset containing 338742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "Month is October",
 "TaxonKey is Cygnus olor"
 ]
}

 The dataset includes 338742 records from 620 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011144-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17504083
title: Replication Data and Documentation for "Risk Attitudes and Personality Traits Across the Spectrum of Religiosity"

description: This dataset contains survey responses measuring respondents’ demographic characteristics, employment status, personality traits, risk attitudes and religiosity. Data were collected in two separate surveys to preserve independence between personality traits and religious beliefs. The dataset includes N = 627 respondents after removing entries with incomplete or invalid answers. All personally identifying information (PII) has been removed.
DOI: 10.5281/zenodo.17504084
title: Replication Data and Documentation for "Risk Attitudes and Personality Traits Across the Spectrum of Religiosity"

description: This dataset contains survey responses measuring respondents’ demographic characteristics, employment status, personality traits, risk attitudes and religiosity. Data were collected in two separate surveys to preserve independence between personality traits and religious beliefs. The dataset includes N = 627 respondents after removing entries with incomplete or invalid answers. All personally identifying information (PII) has been removed.
DOI: 10.15468/dl.xt5zxt
title: Occurrence Download

description: A dataset containing 14690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "DatasetKey is ECOSISTEMAS, BIODIVERSIDAD Y CONSERVACIÓN DE ESPECIES, INVERTEBRADOS Y SUS INTERACCIONES",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 14690 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011162-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njze8d
title: Occurrence Download

description: A dataset containing 93944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medialuna californiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 93944 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011159-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cftc73
title: Occurrence Download

description: A dataset containing 279423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "Month is August",
 "TaxonKey is Cygnus olor"
 ]
}

 The dataset includes 279423 records from 573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011160-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec9979
title: Occurrence Download

description: A dataset containing 6990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scorpis lineolata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6990 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011165-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srn49e
title: Occurrence Download

description: A dataset containing 131805543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 131805543 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011149-251025141854904/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.30508977
title: Sustainable probiotic production via AI: medium optimization and metabolic mechanisms in <i>Bifidobacterium animalis</i> ssp. <i>lactis</i> BB-12 using agricultural waste

description: <i>Bifidobacterium animalis</i> ssp. <i>lactis</i> BB-12 (BB-12) is a well-established probiotic with notable health benefits and broad applications. However, its conventional MRS medium is expensive and poses safety and religious concerns. Agricultural wastes represent sustainable alternatives for microbial cultivation. This study aimed to optimize the BB-12 culture medium using agricultural waste with artificial intelligence (AI) and to investigate their metabolic impact through metabolomic analysis. AI approaches, including RSM (Response Surface Methodology), machine learning, deep learning, and evolutionary optimization methods, were employed to model and optimize the effects of medium composition on OD<sub>600</sub>, growth rate (<i>μ</i> <sub>max</sub>), and cost. The optimized media were further evaluated through organic acids analysis and metabolomic profiling to elucidate how variations in nitrogen and carbon sources affect the metabolic responses of BB-12. The O1 medium optimized by Ridge-NSGAII (Non-dominated Sorting Genetic Algorithms II) significantly (<i>p</i> &lt; 0.05) enhanced BB-12 production of lactic, acetic and propionic acids. Metabolomic analysis indicated the involvement of nucleotide salvage, starch and sucrose metabolism, pentose phosphate pathway, and glutathione metabolism. This study highlighted the utility of AI in optimizing BB-12 medium formulations. The optimized medium improved strain performance and enabled the valorization of agricultural wastes, offering a scalable strategy for sustainable probiotic production and advancing the circular bioeconomy. Artificial intelligence was efficient in optimizing medium composition.Sustainable medium for BB-12 (<i>Bifidobacterium animalis</i> ssp. lactis BB-12) was developed using agricultural by-products.Six model-optimizer combinations yielded prediction errors below 10% for both OD<sub>600</sub> and <i>μ</i> <sub>max</sub>.Optimized medium (O1) boosts BB-12 lactic, acetic, and propionic acids production.O1 may promote energy-saving in BB-12 through nucleotide salvage and pentose phosphate pathways.O1 may enhance BB-12 redox and stress responses via glutathione and pentose phosphate pathways. Artificial intelligence was efficient in optimizing medium composition. Sustainable medium for BB-12 (<i>Bifidobacterium animalis</i> ssp. lactis BB-12) was developed using agricultural by-products. Six model-optimizer combinations yielded prediction errors below 10% for both OD<sub>600</sub> and <i>μ</i> <sub>max</sub>. Optimized medium (O1) boosts BB-12 lactic, acetic, and propionic acids production. O1 may promote energy-saving in BB-12 through nucleotide salvage and pentose phosphate pathways. O1 may enhance BB-12 redox and stress responses via glutathione and pentose phosphate pathways.
DOI: 10.6084/m9.figshare.30508977.v1
title: Sustainable probiotic production via AI: medium optimization and metabolic mechanisms in <i>Bifidobacterium animalis</i> ssp. <i>lactis</i> BB-12 using agricultural waste

description: <i>Bifidobacterium animalis</i> ssp. <i>lactis</i> BB-12 (BB-12) is a well-established probiotic with notable health benefits and broad applications. However, its conventional MRS medium is expensive and poses safety and religious concerns. Agricultural wastes represent sustainable alternatives for microbial cultivation. This study aimed to optimize the BB-12 culture medium using agricultural waste with artificial intelligence (AI) and to investigate their metabolic impact through metabolomic analysis. AI approaches, including RSM (Response Surface Methodology), machine learning, deep learning, and evolutionary optimization methods, were employed to model and optimize the effects of medium composition on OD<sub>600</sub>, growth rate (<i>μ</i> <sub>max</sub>), and cost. The optimized media were further evaluated through organic acids analysis and metabolomic profiling to elucidate how variations in nitrogen and carbon sources affect the metabolic responses of BB-12. The O1 medium optimized by Ridge-NSGAII (Non-dominated Sorting Genetic Algorithms II) significantly (<i>p</i> &lt; 0.05) enhanced BB-12 production of lactic, acetic and propionic acids. Metabolomic analysis indicated the involvement of nucleotide salvage, starch and sucrose metabolism, pentose phosphate pathway, and glutathione metabolism. This study highlighted the utility of AI in optimizing BB-12 medium formulations. The optimized medium improved strain performance and enabled the valorization of agricultural wastes, offering a scalable strategy for sustainable probiotic production and advancing the circular bioeconomy. Artificial intelligence was efficient in optimizing medium composition.Sustainable medium for BB-12 (<i>Bifidobacterium animalis</i> ssp. lactis BB-12) was developed using agricultural by-products.Six model-optimizer combinations yielded prediction errors below 10% for both OD<sub>600</sub> and <i>μ</i> <sub>max</sub>.Optimized medium (O1) boosts BB-12 lactic, acetic, and propionic acids production.O1 may promote energy-saving in BB-12 through nucleotide salvage and pentose phosphate pathways.O1 may enhance BB-12 redox and stress responses via glutathione and pentose phosphate pathways. Artificial intelligence was efficient in optimizing medium composition. Sustainable medium for BB-12 (<i>Bifidobacterium animalis</i> ssp. lactis BB-12) was developed using agricultural by-products. Six model-optimizer combinations yielded prediction errors below 10% for both OD<sub>600</sub> and <i>μ</i> <sub>max</sub>. Optimized medium (O1) boosts BB-12 lactic, acetic, and propionic acids production. O1 may promote energy-saving in BB-12 through nucleotide salvage and pentose phosphate pathways. O1 may enhance BB-12 redox and stress responses via glutathione and pentose phosphate pathways.
DOI: 10.13140/rg.2.2.34067.75040
title: LFW verification pairs — curated CSV (no images)
DOI: 10.21227/9ha9-d784
title: "Data used for Climatologic Modelling of the Global 3-dimensional Atmospheric Wet Temperature in Space and Time using ANN"

description: "The dataset used in this study consists of multiple text files containing gridded atmospheric temperature measurements derived from radio occultation observations. Each file name follows the format Lat_a_b_Lon_c_d.txt, where a and b denote the starting and ending latitudes, and c and d denote the starting and ending longitudes defining the spatial coverage of the data segment.Each file contains seven columns with the following parameters:Year \u2013 Calendar year of observationDay of Year (DOY) \u2013 Julian day (1\u2013366) representing the observation dateHour (UT) \u2013 Universal Time of observation (in hours)Altitude (km) \u2013 Altitude of the observation point above mean sea levelLatitude (\u00b0) \u2013 Geographic latitude of the observation pointLongitude (\u00b0) \u2013 Geographic longitude of the observation pointTemperature (\u00b0C) \u2013 Atmospheric wet temperature at the given altitude and locationEach text file thus represents a subset of the global dataset bounded by specified latitude-longitude ranges and contains a time series of atmospheric temperature profiles across multiple years and altitudes. The dataset is structured for efficient spatial and temporal analysis."
DOI: 10.15468/dl.mhbn65
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Romerolagus diazi"
 ]
}

 The dataset includes 309 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011166-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsbuwg
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Country is one of (Colombia)",
 "Year 2015-2025",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation)",
 "TaxonKey is one of (Dione juno [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 286 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011167-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rg3x6q
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinchona calisaya",
 "Year 1000-2025"
 ]
}

 The dataset includes 166 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011168-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77qc9s
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011170-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5g5mk
title: Occurrence Download

description: A dataset containing 89563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthracothorax prevostii"
 ]
}

 The dataset includes 89563 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011163-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzx966
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium lichiangense"
 ]
}

 The dataset includes 33 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011171-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfeczj
title: Occurrence Download

description: A dataset containing 89563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthracothorax prevostii"
 ]
}

 The dataset includes 89563 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011164-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb2m56
title: Occurrence Download

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

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011172-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jtttv
title: Occurrence Download

description: A dataset containing 4554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium macranthos"
 ]
}

 The dataset includes 4554 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011173-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13582017
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.qnxxvx
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinchona calisaya",
 "Year 1000-2025"
 ]
}

 The dataset includes 166 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011175-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf7pfq
title: Occurrence Download

description: A dataset containing 651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crataegus mexicana"
 ]
}

 The dataset includes 651 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011176-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xh93h
title: Occurrence Download

description: A dataset containing 39252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phoenicurus phoenicurus (Linnaeus, 1758)"
 ]
}

 The dataset includes 39252 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003598-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112055347
title: Baal Myth Sixth Tablet

description: [Text Description:] Shapsh helps Anat recover Baal's corpse, Anat destroys Mot, Baal is restored and fights Mot ❧ [Text or Publication Number Note:] KTU 1.6; CTA 6; CAT 1.6; KTU2 1.6; CTU 1.6; RS 2.[009]; RS 5.155 ❧ [Excavation Description:] Excavations at Ras Shamra 1930. Found in Library of the High Priest, p. t. 210-264, Acropolis, excavated by Claude F.-A. Schaeffer, Mission Archeologique Francaise. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet, 26.5 cm. X 19.5 cm., 2 fragments ❧ [Physical Object Note:] Grey clay, six columns, incomplete
DOI: 10.25549/inscriptifact-ouc112055382
title: Baal Myth Sixth Tablet

description: [Text Description:] Shapsh helps Anat recover Baal's corpse, Anat destroys Mot, Baal is restored and fights Mot ❧ [Text or Publication Number Note:] KTU 1.6; CTA 6; CAT 1.6; KTU2 1.6; CTU 1.6; RS 2.[009]; RS 5.155 ❧ [Excavation Description:] Excavations at Ras Shamra 1930. Found in Library of the High Priest, p. t. 210-264, Acropolis, excavated by Claude F.-A. Schaeffer, Mission Archeologique Francaise. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet, 26.5 cm. X 19.5 cm., 2 fragments ❧ [Physical Object Note:] Grey clay, six columns, incomplete
DOI: 10.15468/dl.87yyad
title: Occurrence Download

description: A dataset containing 1191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Benthosema pterotum (Alcock, 1890)"
 ]
}

 The dataset includes 1191 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032420-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rj3bw
title: Occurrence Download

description: A dataset containing 1124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligusticum scoticum L.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1124 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408396-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzpc98
title: Occurrence Download

description: A dataset containing 7588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutropis multifasciata (Kuhl, 1820)"
 ]
}

 The dataset includes 7588 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239542-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6nqe2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paromola japonica Parisi, 1915",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-14 42, 9 38, -7 26, -14 42))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011836-230828120925497/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112046403
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.55rx7y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elamena truncata (Stimpson, 1858)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-14 42, 9 38, -7 26, -14 42))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011841-230828120925497/datasets/export for details.
DOI: 10.15468/dl.fafktf
title: Occurrence Download

description: A dataset containing 1624 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Accipiter gundlachi Lawrence, 1860"
 ]
}

 The dataset includes 1624 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0399103-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.