cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8vbu4h
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Squatina californica Ayres, 1859"
 ]
}

 The dataset includes 696 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006661-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sziesq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Disepalum acuminatissimum Boerl. & Koord."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031322-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftuxsj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inga bracteifera N.Zamora & T.D.Penn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007251-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rep8w6
title: Occurrence Download

description: A dataset containing 2078 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euptilotis neoxenus (Gould, 1838)"
 ]
}

 The dataset includes 2078 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011977-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bayu3a
title: Occurrence Download

description: A dataset containing 1038388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anser albifrons (Scopoli, 1769)"
 ]
}

 The dataset includes 1038388 records from 412 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052532-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbgwmk
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocidura glassi Heim de Balsac, 1966",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007251-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.saa6p8
title: Occurrence Download

description: A dataset containing 255527 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "Country is Bhutan",
 "GadmGid is BTN",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 255527 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065374-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.445ehn
title: Occurrence Download

description: A dataset containing 852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucinostomus harengulus Goode & Bean, 1879"
 ]
}

 The dataset includes 852 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034980-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.denlj9
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paeonia ×suffruticosa Andrews"
 ]
}

 The dataset includes 639 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007251-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tngbzq
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Measurements of elephant tusk trophies taken in Botswana 2005"
 ]
}

 The dataset includes 173 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006145-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2htq6a
title: Occurrence Download

description: A dataset listing the 466177 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-47.8125 17.10719,-37.96875 21.74725,-61.875 73.96137,-165.23437 74.53396,-177.89062 55.65776,-159.60937 -1.61697,-47.8125 17.10719))",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 466177 records were derived from 2581 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014353-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15731981
title: AI-Based Bread Quality Assessment using Image Processing Techniques and the Developed BQe-CNN

description: This dataset supports the study titled “AI-Based Bread Quality Assessment Using Image Processing Techniques and the Developed BQe-CNN”. It contains annotated images of bread slices that vary in quality based on attributes such as color, porosity, and crumb texture. Each image was processed using advanced image processing techniques including grayscale conversion, adaptive thresholding, morphological operations, and edge detection. These steps support feature extraction for training the Bread Quality Enhanced Convolutional Neural Network (BQe-CNN), a deep learning model designed specifically for visual quality inspection in bread manufacturing.
DOI: 10.5281/zenodo.17080119
title: AI-Based Bread Quality Assessment using Image Processing Techniques and the Developed BQe-CNN

description: This dataset supports the study titled “AI-Based Bread Quality Assessment Using Image Processing Techniques and the Developed BQe-CNN”. It contains annotated images of bread slices that vary in quality based on attributes such as color, porosity, and crumb texture. Each image was processed using advanced image processing techniques including grayscale conversion, adaptive thresholding, morphological operations, and edge detection. These steps support feature extraction for training the Bread Quality Enhanced Convolutional Neural Network (BQe-CNN), a deep learning model designed specifically for visual quality inspection in bread manufacturing.
DOI: 10.6084/m9.figshare.30076489
title: Introduction to Imitation Learning

description: This presentation surveys imitation learning (IL) as learning policies from expert demonstrations, contrasting it with reinforcement learning and standard supervised learning. It clarifies structured (plan-all-at-once) versus sequential (closed-loop) decision making, then introduces Behavioral Cloning and explains distribution shift and compounding errors, motivating data aggregation methods like DAgger/Data-as-Demonstrator and confidence-aware approaches such as CAIL (inner imitation loss vs. outer performance loss). The deck connects IL to inverse reinforcement learning (IRL), framing IRL as recovering the expert’s latent reward and covering key variants including Bayesian IRL (Ramachandran & Amir) and Maximum Causal Entropy IRL. A concise medical EHR case study (Diabetes IRL) illustrates how rewards can be inferred offline and used to analyze or derive policies. Throughout, the emphasis is on when to prefer simple BC versus reward-learning methods, practical data requirements, and how to operate in fully offline settings.
DOI: 10.6084/m9.figshare.30076489.v1
title: Introduction to Imitation Learning

description: This presentation surveys imitation learning (IL) as learning policies from expert demonstrations, contrasting it with reinforcement learning and standard supervised learning. It clarifies structured (plan-all-at-once) versus sequential (closed-loop) decision making, then introduces Behavioral Cloning and explains distribution shift and compounding errors, motivating data aggregation methods like DAgger/Data-as-Demonstrator and confidence-aware approaches such as CAIL (inner imitation loss vs. outer performance loss). The deck connects IL to inverse reinforcement learning (IRL), framing IRL as recovering the expert’s latent reward and covering key variants including Bayesian IRL (Ramachandran & Amir) and Maximum Causal Entropy IRL. A concise medical EHR case study (Diabetes IRL) illustrates how rewards can be inferred offline and used to analyze or derive policies. Throughout, the emphasis is on when to prefer simple BC versus reward-learning methods, practical data requirements, and how to operate in fully offline settings.
DOI: 10.6084/m9.figshare.30076441
title: The common bottlenose dolphin (<i>Tursiops truncatus</i>) ecotypes of the western North Atlantic revisited: an integrative taxonomic investigation supports the presence of distinct species.

description: Microsatellite data set from "Ana P B Costa, Wayne Mcfee, Lynsey A Wilcox, Frederick I Archer, Patricia E Rosel, The common bottlenose dolphin (<i>Tursiops truncatus</i>) ecotypes of the western North Atlantic revisited: an integrative taxonomic investigation supports the presence of distinct species, <i>Zoological Journal of the Linnean Society</i>, Volume 196, Issue 4, December 2022, Pages 1608–1636, https://doi.org/10.1093/zoolinnean/zlac025"
DOI: 10.6084/m9.figshare.30076441.v1
title: The common bottlenose dolphin (<i>Tursiops truncatus</i>) ecotypes of the western North Atlantic revisited: an integrative taxonomic investigation supports the presence of distinct species.

description: Microsatellite data set from "Ana P B Costa, Wayne Mcfee, Lynsey A Wilcox, Frederick I Archer, Patricia E Rosel, The common bottlenose dolphin (<i>Tursiops truncatus</i>) ecotypes of the western North Atlantic revisited: an integrative taxonomic investigation supports the presence of distinct species, <i>Zoological Journal of the Linnean Society</i>, Volume 196, Issue 4, December 2022, Pages 1608–1636, https://doi.org/10.1093/zoolinnean/zlac025"
DOI: 10.15468/dl.f45d6a
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leptuca pygmaea"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042886-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy4pvu
title: Occurrence Download

description: A dataset containing 9646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardina pilchardus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9646 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042883-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbvyh9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leptuca saltitanta"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042887-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z392mq
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leptuca speciosa"
 ]
}

 The dataset includes 97 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042888-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgwne5
title: Occurrence Download

description: A dataset containing 5289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stachys officinalis"
 ]
}

 The dataset includes 5289 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042890-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rmgjh
title: Occurrence Download

description: A dataset containing 12739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chionoecetes bairdi"
 ]
}

 The dataset includes 12739 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042891-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zseq6m
title: Occurrence Download

description: A dataset containing 2156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Geometry POLYGON((27.40956 33.61889,35.83132 32.9458,36.96587 32.67591,37.64846 36.24586,32.05119 35.22082,29.68937 35.44757,28.7808 35.50676,27.40956 33.61889))",
 "HasGeospatialIssue is false",
 "TaxonKey is Herpestes ichneumon"
 ]
}

 The dataset includes 2156 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042894-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sr8j2v
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena litoralis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 246 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042896-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzkn5a
title: Occurrence Download

description: A dataset containing 4778 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persea palustris"
 ]
}

 The dataset includes 4778 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042895-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7d24d
title: Occurrence Download

description: A dataset containing 61963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-79.06627069408894 43.09506853026496, -79.06963811440976 43.09596635349414, -79.0731799090254 43.096365365117116, -79.07675987343738 43.09625021918736, -79.08024033207256 43.095625344244574, -79.08348744424518 43.09451477258816, -79.08637636107866 43.09296121387982, -79.08879603315137 43.091024409110695, -79.09065348262205 43.08877882890926, -79.09187737496707 43.08631080553876, -79.09242075327823 43.083715209734876, -79.0922628311202 43.08109180092237, -79.09140977682952 43.07854139167171, -79.08989446132612 43.07616197407296, -79.08777518143351 43.074044956804826, -79.08513340981739 43.07227165707138, -79.08207065949185 43.07091018150039, -79.07870458407606 43.07001281497488, -79.07516446345979 43.06961401681103, -79.07158624729013 43.06972910045813, -79.06810734498625 43.070353646858436, -79.06486136029648 43.07146367373021, -79.06197297044838 43.07301655435023, -79.05955314463488 43.07495265096019, -79.05769488410294 43.077197600742416, -79.05646964685289 43.07966516740925, -79.05592459454256 43.082260549754054, -79.05608076845844 43.084884020849195, -79.05693226641796 43.087434758642274, -79.05844645443845 43.08981472102566, -79.06056520734552 43.091932416382086, -79.0632071327022 43.09370642427472, -79.06627069408894 43.09506853026496))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 61963 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042846-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5yhdf
title: Occurrence Download

description: A dataset containing 22640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana arborescens"
 ]
}

 The dataset includes 22640 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042892-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwpe9s
title: Occurrence Download

description: A dataset containing 48086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-4.43772 36.69834,-4.3931 36.72229,-4.38837 36.7382,-4.42411 36.74774,-4.46609 36.72668,-4.43772 36.69834))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48086 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042828-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e237684v1-187828
title: Replication Package for "Individualism and Working from Home"

description: We show that culturally transmitted individualism is an important determinant of working from home (WFH). Using individual-level data from the U.S. Current Population Survey (CPS) and the European Social Survey (ESS), we compare immigrants and their descendants from different cultural backgrounds residing in the same location. A 10-point increase in country-of-origin individualism (0–100 scale) increases the likelihood of WFH by 3.9 percentage points and WFH hours by 1.12 per week in the CPS, and frequent WFH by 2 percentage points in the ESS. Individualism appears to affect WFH partly through higher educational attainment and occupational selection.
DOI: 10.3886/e237684v1-187829
title: Replication Package for "Individualism and Working from Home"

description: We show that culturally transmitted individualism is an important determinant of working from home (WFH). Using individual-level data from the U.S. Current Population Survey (CPS) and the European Social Survey (ESS), we compare immigrants and their descendants from different cultural backgrounds residing in the same location. A 10-point increase in country-of-origin individualism (0–100 scale) increases the likelihood of WFH by 3.9 percentage points and WFH hours by 1.12 per week in the CPS, and frequent WFH by 2 percentage points in the ESS. Individualism appears to affect WFH partly through higher educational attainment and occupational selection.
DOI: 10.15468/dl.45s4v5
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rugulopteryx okamurae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 485 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042901-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88h2bs
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana stenophylla"
 ]
}

 The dataset includes 322 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042902-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzww89
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena litoralis",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042903-250827131500795/datasets/export for details.
DOI: 10.15468/dl.wd4ska
title: Occurrence Download

description: A dataset containing 48072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is CHN.27_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2022-2024"
 ]
}

 The dataset includes 48072 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042900-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey93da
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena litoralis",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042904-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.14622455
title: Regional modeling of internal-tide dynamics around New Caledonia. Part 2: Tidal incoherence and implications for sea surface height observability

description: Data to reproduce the figures of the manuscript (peer reviewed) Regional modeling of internal-tide dynamics around New Caledonia. Part 2: Tidal incoherence and implications for sea surface height observability, published in Ocean Science
DOI: 10.5281/zenodo.17079808
title: Regional modeling of internal-tide dynamics around New Caledonia. Part 2: Tidal incoherence and implications for sea surface height observability

description: Data to reproduce the figures of the manuscript (peer reviewed) Regional modeling of internal-tide dynamics around New Caledonia. Part 2: Tidal incoherence and implications for sea surface height observability, published in Ocean Science