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

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
 }
 },
 "TaxonKey is Scinax pachycrus"
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008116-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65vzs5
title: Occurrence Download

description: A dataset containing 3696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinocardium nuttallii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 3696 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008118-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b89drb
title: Occurrence Download

description: A dataset containing 3925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Argopecten irradians",
 "Year 2000-2025"
 ]
}

 The dataset includes 3925 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008117-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23641/asha.29621342
title: Accommodating talker variability in noise (Zhang & Peng, 2025)

description: <b>Purpose: </b>Listeners often rely on context cues to manage talker variability in speech and achieve perceptual constancy, a process known as extrinsic normalization. However, everyday communication typically involves both talker variability and noise, and the interaction between these factors is not well understood. This study examined the effects of different noise types and levels on listeners’ ability to use contextual cues for adapting to talker variability and additionally explored the role of attentional control in this process.<b>Method: </b>Thirty-seven young native Cantonese speakers participated in a speech perception task to identify Cantonese tones from four different talkers using speech contexts provided in either quiet or noisy environments. The study tested various signal-to-noise ratios (SNRs; 10, 5, 0, −5, and −10 dB) and noise types (babble noise [BN] and babble-modulated speech-shaped noise [BMN]). Attentional control was measured using the Stroop Color-Word Test.<b>Results: </b>Listeners were able to use context cues to adapt to talker variability in Cantonese tones at SNRs of 0 dB and above. The effectiveness of using context cues decreased as the SNR lowered. BN created more difficulty for extrinsic normalization than BMN at −5 and −10 dB SNRs. Notably, listeners with lower Stroop interference scores demonstrated better extrinsic normalization in BMN and at 10 and 0 dB SNRs.<b>Conclusions: </b>Listeners can effectively use context cues to adapt to talker variability in Cantonese tones under low-to-moderate noise conditions. However, high noise levels significantly hinder this ability. BN presents greater challenges than BMN at lower SNRs, likely due to increased informational masking. Attentional control plays a crucial role in facilitating extrinsic normalization in specific noise conditions.<b>Supplemental Material S1.</b> Summary of the multinomial logistic regression modeling analysis of the Cantonese word identification task.<b>Supplemental Material S2.</b> Summary of the generalized linear mixed effects modeling analysis of the normalization accuracy rate in different conditions with noise.Zhang, K., & Peng, G. (2025). Accommodating talker variability in noise with context cues: The case of Cantonese. <i>Journal of Speech, Language, and Hearing Research,</i><i> </i><i>68</i>(9), 4188–4204. https://doi.org/10.1044/2025_JSLHR-24-00511
DOI: 10.23641/asha.29621342.v1
title: Accommodating talker variability in noise (Zhang & Peng, 2025)

description: <b>Purpose: </b>Listeners often rely on context cues to manage talker variability in speech and achieve perceptual constancy, a process known as extrinsic normalization. However, everyday communication typically involves both talker variability and noise, and the interaction between these factors is not well understood. This study examined the effects of different noise types and levels on listeners’ ability to use contextual cues for adapting to talker variability and additionally explored the role of attentional control in this process.<b>Method: </b>Thirty-seven young native Cantonese speakers participated in a speech perception task to identify Cantonese tones from four different talkers using speech contexts provided in either quiet or noisy environments. The study tested various signal-to-noise ratios (SNRs; 10, 5, 0, −5, and −10 dB) and noise types (babble noise [BN] and babble-modulated speech-shaped noise [BMN]). Attentional control was measured using the Stroop Color-Word Test.<b>Results: </b>Listeners were able to use context cues to adapt to talker variability in Cantonese tones at SNRs of 0 dB and above. The effectiveness of using context cues decreased as the SNR lowered. BN created more difficulty for extrinsic normalization than BMN at −5 and −10 dB SNRs. Notably, listeners with lower Stroop interference scores demonstrated better extrinsic normalization in BMN and at 10 and 0 dB SNRs.<b>Conclusions: </b>Listeners can effectively use context cues to adapt to talker variability in Cantonese tones under low-to-moderate noise conditions. However, high noise levels significantly hinder this ability. BN presents greater challenges than BMN at lower SNRs, likely due to increased informational masking. Attentional control plays a crucial role in facilitating extrinsic normalization in specific noise conditions.<b>Supplemental Material S1.</b> Summary of the multinomial logistic regression modeling analysis of the Cantonese word identification task.<b>Supplemental Material S2.</b> Summary of the generalized linear mixed effects modeling analysis of the normalization accuracy rate in different conditions with noise.Zhang, K., & Peng, G. (2025). Accommodating talker variability in noise with context cues: The case of Cantonese. <i>Journal of Speech, Language, and Hearing Research,</i><i> </i><i>68</i>(9), 4188–4204. https://doi.org/10.1044/2025_JSLHR-24-00511
DOI: 10.15468/dl.rdj73f
title: Occurrence Download

description: A dataset containing 6960 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz Tua Reptiles - Ecological Monitoring Program [2011-2017]"
 ]
}

 The dataset includes 6960 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008119-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2npjgc
title: CCDC 2463553: Experimental Crystal Structure Determination

description: Related Article: Vincent A. P. Ruf, Lukas J. Sprenger, Kirill Volynskiy, Vanessa M. Kandler, Nima Nasiri, Erick M. Carreira|2025|J.Am.Chem.Soc.|147|31456|doi:10.1021/jacs.5c10466
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.b22aty
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazilia rutila diluta"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008120-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gckdk3
title: Occurrence Download

description: A dataset containing 957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Caracal caracal"
 ]
}

 The dataset includes 957 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008122-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17137667
title: AgentProcessBench: A Dataset of LLM-Agent Software Projects Across Process Models and GPT Variants

description: This dataset captures the outcomes of automated software development projects executed by LLM-based agents using the MetaGPT framework. Each project was generated by a multi-agent system simulating real-world software roles—such as Designer, Developer, and Tester—coordinated through one of three classical software process models: Waterfall, V-Model, and Agile. A total of 11 software projects (in Python and JavaScript) were executed across multiple GPT model configurations (e.g., GPT-4o-mini, DeepSeek-Chat, Claude). For each run, the dataset records rich metrics covering codebase statistics (e.g., number of files, lines of code, lines of comments), resource consumption (e.g., input/output tokens, total token usage, execution time, and cost), and software quality indicators (e.g., code smells detected via SonarQube, manually run test cases and failures, AI-generated test cases and failures). This dataset supports benchmarking and analysis of coordination strategies, agent performance, and software process impacts in LLM-based generative software engineering.
DOI: 10.5281/zenodo.17137668
title: AgentProcessBench: A Dataset of LLM-Agent Software Projects Across Process Models and GPT Variants

description: This dataset captures the outcomes of automated software development projects executed by LLM-based agents using the MetaGPT framework. Each project was generated by a multi-agent system simulating real-world software roles—such as Designer, Developer, and Tester—coordinated through one of three classical software process models: Waterfall, V-Model, and Agile. A total of 11 software projects (in Python and JavaScript) were executed across multiple GPT model configurations (e.g., GPT-4o-mini, DeepSeek-Chat, Claude). For each run, the dataset records rich metrics covering codebase statistics (e.g., number of files, lines of code, lines of comments), resource consumption (e.g., input/output tokens, total token usage, execution time, and cost), and software quality indicators (e.g., code smells detected via SonarQube, manually run test cases and failures, AI-generated test cases and failures). This dataset supports benchmarking and analysis of coordination strategies, agent performance, and software process impacts in LLM-based generative software engineering.
DOI: 10.15468/dl.25appu
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corculum cardissa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 85 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008123-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5a73u
title: Occurrence Download

description: A dataset containing 120 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 Rubus liebmannii"
 ]
}

 The dataset includes 120 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008124-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.achbmj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa colonum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008125-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3guc8
title: Occurrence Download

description: A dataset containing 758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dallocardia muricata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 758 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008126-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24gz6q
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argania spinosa (L.) Skeels"
 ]
}

 The dataset includes 324 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168903-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9qk26
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((22.60486 -7.57013,177.46814 -7.57013,177.46814 54.48066,22.60486 54.48066,22.60486 -7.57013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coelogyne fimbriata Lindl."
 ]
}

 The dataset includes 169 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058514-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcyh40
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helicia hainanensis Hayata"
 ]
}

 The dataset includes 140 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001803-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3xdcd
title: Occurrence Download

description: A dataset containing 5530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficedula parva (Bechstein, 1792)",
 "HasCoordinate is true",
 "Year 1990-2021",
 "Geometry POLYGON((-179.99999 -60.00000,180.00000 -60.00000,180.00000 73.00000,-179.99999 73.00000,-179.99999 -60.00000))",
 "CoordinateUncertaintyInMeters 0-50"
 ]
}

 The dataset includes 5530 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178196-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuqzjm
title: Occurrence Download

description: A dataset containing 115863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 1000-1970",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 115863 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034923-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzgvvz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficedula parva (Bechstein, 1792)",
 "HasCoordinate is true",
 "Year 1990-2021",
 "Geometry POLYGON((-179.99999 -60.00000,180.00000 -60.00000,180.00000 73.00000,-179.99999 73.00000,-179.99999 -60.00000))",
 "CoordinateUncertaintyInMeters 0-0"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178205-210914110416597/datasets/export for details.
DOI: 10.15468/dl.kawvw3
title: Occurrence Download

description: A dataset containing 9216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is Malaysia",
 "TaxonKey is Galliformes"
 ]
}

 The dataset includes 9216 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001803-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ypqgp
title: Occurrence Download

description: A dataset containing 1472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2014-2019",
 "HasCoordinate is true",
 "TaxonKey is Psittacus erithacus Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1472 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034891-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xrj4z
title: Occurrence Download

description: A dataset containing 1743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Colletotrichum acutatum J.H.Simmonds"
 ]
}

 The dataset includes 1743 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178199-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8btqsg
title: Occurrence Download

description: A dataset containing 131990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is Chordata",
 "DecimalLatitude is greater than or equal to 36.291",
 "DecimalLatitude is less than or equal to 37.237",
 "DecimalLongitude is greater than or equal to -118.983",
 "DecimalLongitude is less than or equal to -118.234",
 {
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
 }
 ]
}

 The dataset includes 131990 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002571-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0m9xyt
title: Occurrence Download

description: A dataset containing 88694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phaseolus vulgaris L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88694 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034906-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24414/rob-gnss-arlo00bel
title: GNSS data of ARLO00BEL, ARLON, Belgium

description: Permanent GNSS station dataset as daily RINEX files
DOI: 10.15468/dl.g4pkeb
title: Occurrence Download

description: A dataset containing 193093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is Chordata",
 "DecimalLatitude is greater than or equal to 37.494",
 "DecimalLatitude is less than or equal to 38.185",
 "DecimalLongitude is greater than or equal to -119.886",
 "DecimalLongitude is less than or equal to -119.196",
 {
 "or" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
 }
 ]
}

 The dataset includes 193093 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002566-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw55ap
title: Occurrence Download

description: A dataset containing 1887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Nekton and plankton counts from RMT (320 µm) hauls of cruise GAE 1975/76"
 ]
}

 The dataset includes 1887 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173238-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p1wfjb
title: Occurrence Download

description: A dataset containing 11200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 11200 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034903-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcxkfn
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrmecobius Waterhouse, 1836"
 ]
}

 The dataset includes 833 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203417-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9epy2j
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CardObs : Observations naturalistes issues de l'outil CardObs-Atelier de malacologie continentale, 21-22 octobre (Aube). Naturalistes de Champagne-Ardennes (NCA)"
 ]
}

 The dataset includes 94 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022759-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bwqdj
title: Occurrence Download

description: A dataset containing 736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Electron Micrograph Database - Terrestrial and Limnetic Specimens"
 ]
}

 The dataset includes 736 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173240-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.