cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive168307.20251217.10
title: Ensifer shofinae Chen et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/luzhl1x1
title: InstructAvatar

description: InstructAvatar is a novel text-guided unified framework for emotion and motion control in avatar generation.
DOI: 10.13145/bacdive168308.20250331.9.3
title: Tamlana fucoidanivorans Li et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168308.20251217.10
title: Tamlana fucoidanivorans Li et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/b28z1wkz
title: Bayesian Optimization for Industrial Process Optimization

description: The dataset used in this paper is not explicitly described. However, it is mentioned that the authors used a Bayesian Optimization algorithm and a dataset for industrial process optimization.
DOI: 10.13145/bacdive168309.20250331.9.3
title: Miniphocaeibacter halophilus Schnürer et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168309.20251217.10
title: Miniphocaeibacter halophilus Schnürer et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168310.20250331.9.3
title: Methylomicrobium album (Bowman et al. 1993) Bowman et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168310.20251217.10
title: Methylomicrobium album (Bowman et al. 1993) Bowman et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/40ud5anf
title: CUHK03-np

description: The CUHK03-np dataset comprises 14,097 photos of 1,467 individual identities.
DOI: 10.13145/bacdive168311.20250331.9.3
title: Staphylococcus caeli MacFadyen et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168311.20251217.10
title: Staphylococcus caeli MacFadyen et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168312.20240510.9
title: Halanaerobium fermentans Kobayashi et al. 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168312.20251217.10
title: Halanaerobium fermentans Kobayashi et al. 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/r8wd84es
title: WMT2014 German-English Translation Task

description: The dataset used in this paper is the WMT2014 German-English translation task, which consists of 4.51M parallel sentence pairs.
DOI: 10.13145/bacdive168313.20250331.9.3
title: Devosia marina Liu et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168313.20251217.10
title: Devosia marina Liu et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168314.20250331.9.3
title: Shewanella polaris Cha et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/311g0353
title: Nonlinear Positive Multi-Agent System

description: The dataset used in this paper is a nonlinear positive multi-agent system with sector input nonlinearities.
DOI: 10.13145/bacdive168314.20251217.10
title: Shewanella polaris Cha et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168315.20230509.8.1
title: Microtetraspora tyrrhenii Tomita et al. 1992

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168315.20251217.10
title: Microtetraspora tyrrhenii Tomita et al. 1992

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168316.20250331.9.3
title: Hymenobacter psoromatis Park et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/33mi5gou
title: Brain Metastases Segmentation

description: A dataset of brain metastases (BM) segmentation, including T1 contrast enhanced (T1CE) MRI datasets.
DOI: 10.13145/bacdive168316.20251217.10
title: Hymenobacter psoromatis Park et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168317.20240510.9
title: Bradyrhizobium americanum Ramírez-Bahena et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168317.20251217.10
title: Bradyrhizobium americanum Ramírez-Bahena et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168318.20250331.9.3
title: Marinomonas alcarazii Lucas-Elío et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/fqpt12h7
title: Semi-Self-Supervised Domain Adaptation

description: A semi-self-supervised domain adaptation technique based on deep convolutional neural networks with a probabilistic diffusion process, requiring minimal manual data annotation.
DOI: 10.13145/bacdive168318.20251217.10
title: Marinomonas alcarazii Lucas-Elío et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.pbg3xe
title: Occurrence Download

description: A dataset containing 15289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia alberganus",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 15289 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079271-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/c1wrfqg4
title: DiffMorph

description: DiffMorph: A customized image generation method conditioned with sketches.
DOI: 10.13145/bacdive168319.20241212.9.2
title: Phenylobacterium terrae Khan et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168319.20251217.10
title: Phenylobacterium terrae Khan et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.34emmd
title: Occurrence Download

description: A dataset containing 4894544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 1980-2026"
 ]
}

 The dataset includes 4894544 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vg7sv
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Corbicula fluminea"
 ]
}

 The dataset includes 311 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000564-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf8ntz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cymbidium erythraeum",
 "Year 1950-2026"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000565-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18182037
title: Water quality and hydrometeorological data for Nakdong River Basin, South Korea (2010-2022)

description: Nakdong River water quality and hydrometeorological data (2010-2022).

Water Resources Research manuscript: Intra-annual chlorophyll-a dynamics under hydroclimatic extremes derived from a 44-year baseline: insights from a temperate river system (Nakdong River Basin, South Korea).
DOI: 10.5281/zenodo.18182036
title: Water quality and hydrometeorological data for Nakdong River Basin, South Korea (2010-2022)

description: Nakdong River water quality and hydrometeorological data (2010-2022).

Water Resources Research manuscript: Intra-annual chlorophyll-a dynamics under hydroclimatic extremes derived from a 44-year baseline: insights from a temperate river system (Nakdong River Basin, South Korea).
DOI: 10.3535/zhe-j5w-h7f
title: Socarnes bidenticulatus (Spence Bate, 1858)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kwr9s5c4nk
title: CaRS-50 Dataset: Annotated corpus of rhetorical Moves and Steps in 50 article introductions

description: This dataset contains 50 XML files representing the introduction sections of research articles annotated according to the CaRS (Create a Research Space) model by Swales (1990). The articles were sourced from BioRxiv and evenly sampled across five categories: Animal Behavior & Cognition, Biochemistry, Biophysics, Ecology, and Physiology (10 articles per category).

========== Annotation & Reliability ============
Each sentence in the introductions has been manually annotated with both a Move (coded 1–3) and a Step (coded a–d), capturing the rhetorical function of the sentence within the research introduction structure. For instance, “Move 2 Step b” is coded as 2b.

The annotator (CL) is a senior lecturer in English for Academic Purposes (EAP), with extensive experience in teaching academic writing and rhetorical structure actually carried out the annotation. However, to ensure high-quality and consistent labeling aligned with the CaRS rhetorical framework, we initially carried out an inter-rater agreement analysis on a small sample (38 sentences representing approximately 3%) of the overall sentences in the dataset. This involved CL and a second annotator (NN) who is a lecturer in computer science, purposefully selected to bring an outsider perspective and to mitigate potential bias arising from prior linguistic knowledge. The overall observed agreement was moderate, with kappa = 0.426 and alpha = 0.424, indicating reasonable inter-rater reliability (given annotator NN's limited expertise) and supporting the trustworthiness of the dataset. The rest of the dataset was then annotated by CL. The annotated dataset was stored in XML following a consistent hierarchical structure shown below:

: Root element encapsulating the entire annotated introduction.
: Unique identifier.
: Paper title.
: Author list.
: DOI link to original article.
: Repository (e.g., biorxiv).
: Disciplinary category of the paper.
: Container for the annotated introduction text.
: Paragraphs.
: Sentences in a paragraph.
: A unique identifier for the sentence (e.g., t001s0001).
: Raw text of the sentence.
: The annotation label e.g., 1b, 2a, 3b, where the first digit is the Move and the letter is the Step.

========== How to cite the dataset ============
Charles Lam and Nonso Nnamoko. 2024. Quantitative metrics to the CARS model in academic discourse in biology introductions. In Proceedings of the 5th Workshop on Computational Approaches to Discourse (CODI 2024), pages 71–77, St. Julians, Malta. Association for Computational Linguistics.

And

Omotola O, Nnamoko N et al. 2025. Automatic detection of the CaRS framework in scholarly writing using Natural Language Processing. Electronics.
DOI: 10.3535/el5-avy-sy3
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lfe-yva-gtr
title: Microdeutopus gryllotalpa A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkp-6cp-h08
title: Rostroculodes hanseni (Stebbing, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/kwr9s5c4nk.1
title: CaRS-50 Dataset: Annotated corpus of rhetorical Moves and Steps in 50 article introductions

description: This dataset contains 50 XML files representing the introduction sections of research articles annotated according to the CaRS (Create a Research Space) model by Swales (1990). The articles were sourced from BioRxiv and evenly sampled across five categories: Animal Behavior & Cognition, Biochemistry, Biophysics, Ecology, and Physiology (10 articles per category).

========== Annotation & Reliability ============
Each sentence in the introductions has been manually annotated with both a Move (coded 1–3) and a Step (coded a–d), capturing the rhetorical function of the sentence within the research introduction structure. For instance, “Move 2 Step b” is coded as 2b.

The annotator (CL) is a senior lecturer in English for Academic Purposes (EAP), with extensive experience in teaching academic writing and rhetorical structure actually carried out the annotation. However, to ensure high-quality and consistent labeling aligned with the CaRS rhetorical framework, we initially carried out an inter-rater agreement analysis on a small sample (38 sentences representing approximately 3%) of the overall sentences in the dataset. This involved CL and a second annotator (NN) who is a lecturer in computer science, purposefully selected to bring an outsider perspective and to mitigate potential bias arising from prior linguistic knowledge. The overall observed agreement was moderate, with kappa = 0.426 and alpha = 0.424, indicating reasonable inter-rater reliability (given annotator NN's limited expertise) and supporting the trustworthiness of the dataset. The rest of the dataset was then annotated by CL. The annotated dataset was stored in XML following a consistent hierarchical structure shown below:

: Root element encapsulating the entire annotated introduction.
: Unique identifier.
: Paper title.
: Author list.
: DOI link to original article.
: Repository (e.g., biorxiv).
: Disciplinary category of the paper.
: Container for the annotated introduction text.
: Paragraphs.
: Sentences in a paragraph.
: A unique identifier for the sentence (e.g., t001s0001).
: Raw text of the sentence.
: The annotation label e.g., 1b, 2a, 3b, where the first digit is the Move and the letter is the Step.

========== How to cite the dataset ============
Charles Lam and Nonso Nnamoko. 2024. Quantitative metrics to the CARS model in academic discourse in biology introductions. In Proceedings of the 5th Workshop on Computational Approaches to Discourse (CODI 2024), pages 71–77, St. Julians, Malta. Association for Computational Linguistics.

And

Omotola O, Nnamoko N et al. 2025. Automatic detection of the CaRS framework in scholarly writing using Natural Language Processing. Electronics.
DOI: 10.3535/hcq-17l-y4j
title: Deshayesorchestia deshayesii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p77-2d4-t1e
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s86-9e9-pgb
title: Aora typica Krøyer, 1845

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/blq-k6c-63c
title: Pseudocrangonyx asiaticus Uéno, 1934

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jkf-en5-vw9
title: Echinogammarus Stebbing, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/r6g4bchtw4
title: LINF_220020000

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.3535/aqx-t4p-6ff
title: Jassa falcata (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b39-tg7-kf9
title: Marinogammarus marinus (Leach, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17605/osf.io/5fr9e
title: Phone usage session data

description: Dataset for paper "Ambient Display for Self-Regulated Smartphone Usage: From Awareness to Action: Ambient Display and Customizable Attention Signals for Self-Regulated Smartphone Usage" published in IMWUT
DOI: 10.3535/9p4-ddn-ghn
title: Gammarus pulex (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hsd-3yp-phs
title: Melitidae Bousfield, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/r6g4bchtw4.1
title: LINF_220020000

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.3535/k7q-aea-h36
title: Ericthonius brasiliensis (Dana, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spz-vak-ksp
title: Microdeutopus gryllotalpa A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ba1-nzm-gfq
title: Pectenogammarus tabu (G. Karaman, 1971)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rxj-jdj-21v
title: Echinogammarus Stebbing, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwy-vtw-fd0
title: Microdeutopus gryllotalpa A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15831355
title: Table 1 in Chondracanthid copepods parasitic on flatfishes of Kerala, India

description: Table 1. Flat fishes of Kerala, India infested by chondracanthid copepods. Number in parentheses indicates the number of parasites recovered from that host.
Flat fishesChondracanthid copepodsBothidaeCrossorhombus azureus (Alcock)Heterochondria similis (Yü and Wu, 1932) (11)Pseudorhombus arsius (Hamilton)Heterochondria petila sp. nov. (135)Heterochondria pillaii Ho, 1970 (2)Pseudorhombus elevatus OgilbyHeterochondria pillaii Ho, 1970 (4)Pseudorhombus javanicus (Bleeker)Heterochondria petila sp. nov. (9)Heterochondria pillaii Ho, 1970 (1)Pseudorhombus triocellatus (Bloch)Heterochondria petila sp. nov. (3)Heterochondria pillaii Ho, 1970 (25)CynoglossidaeCynoglossus dubius (Regan)Bactrochondria papilla sp. nov. (27)Heterochondria pillaii Ho, 1970 (1)Cynoglossus lida (Bleeker)Bactrochondria hoi (Pillai, 1952) (9)Heterochondria pillaii Ho, 1970 (1)PsettodidaePsettodes erumi (Bleeker and Schneider)Protochondracanthus alatus (Heller, 1868) (9)Protochondracanthus trilobatus (Pillai, 1964) (2)SoleidaeZebrias synapturoides (Gilchrist)Acanthochondria zebriae sp. nov. (27)
description: Published as part of Ho, Ju-Shey, Kim, Il-Hoi & Kumar, A. Biju, 2000, Chondracanthid copepods parasitic on flatfishes of Kerala, India, pp. 710 in Journal of Natural History 34 (5) on page 710, DOI: 10.1080/002229300299372, http://zenodo.org/record/10083161
DOI: 10.5281/zenodo.15831356
title: Table 1 in Chondracanthid copepods parasitic on flatfishes of Kerala, India

description: Table 1. Flat fishes of Kerala, India infested by chondracanthid copepods. Number in parentheses indicates the number of parasites recovered from that host.
Flat fishesChondracanthid copepodsBothidaeCrossorhombus azureus (Alcock)Heterochondria similis (Yü and Wu, 1932) (11)Pseudorhombus arsius (Hamilton)Heterochondria petila sp. nov. (135)Heterochondria pillaii Ho, 1970 (2)Pseudorhombus elevatus OgilbyHeterochondria pillaii Ho, 1970 (4)Pseudorhombus javanicus (Bleeker)Heterochondria petila sp. nov. (9)Heterochondria pillaii Ho, 1970 (1)Pseudorhombus triocellatus (Bloch)Heterochondria petila sp. nov. (3)Heterochondria pillaii Ho, 1970 (25)CynoglossidaeCynoglossus dubius (Regan)Bactrochondria papilla sp. nov. (27)Heterochondria pillaii Ho, 1970 (1)Cynoglossus lida (Bleeker)Bactrochondria hoi (Pillai, 1952) (9)Heterochondria pillaii Ho, 1970 (1)PsettodidaePsettodes erumi (Bleeker and Schneider)Protochondracanthus alatus (Heller, 1868) (9)Protochondracanthus trilobatus (Pillai, 1964) (2)SoleidaeZebrias synapturoides (Gilchrist)Acanthochondria zebriae sp. nov. (27)
description: Published as part of Ho, Ju-Shey, Kim, Il-Hoi & Kumar, A. Biju, 2000, Chondracanthid copepods parasitic on flatfishes of Kerala, India, pp. 710 in Journal of Natural History 34 (5) on page 710, DOI: 10.1080/002229300299372, http://zenodo.org/record/10083161
DOI: 10.3535/0e7-t4c-qax
title: Gammarus tigrinus Sexton, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cc2-59c-qvh
title: Gammarus tigrinus Sexton, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15831358
title: characters in Chondracanthid copepods parasitic on flatfishes of Kerala, India

description: characters
Charactershoilongitruncuspapillaratio of female trunk (length/width)4.7 5 15.8 5 18.9 5 1annular sculptures on male antennapresentpresentabsentterminal claw of male maxillipedabsentabsentpresentleg 2 in maleabsentabsentpresent
description: Published as part of Ho, Ju-Shey, Kim, Il-Hoi & Kumar, A. Biju, 2000, Chondracanthid copepods parasitic on flatfishes of Kerala, India, pp. 717 in Journal of Natural History 34 (5) on page 717, DOI: 10.1080/002229300299372, http://zenodo.org/record/10083161
DOI: 10.3535/sex-n1f-gwv
title: Spelaeonicippe provo Stock & Vermeulen, 1982

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yb0-vae-vkb
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.