cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/w7l-kft-bmh
title: Epitonium tiberii (de Boury, 1890)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ask-kq9-l55
title: Conus imperialis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.v56868
title: Occurrence Download

description: A dataset containing 1474547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Achillea millefolium"
 ]
}

 The dataset includes 1474547 records from 4369 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009457-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vaxfh
title: Occurrence Download

description: A dataset containing 16855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Papilio, Parides, Battus, Argynnis, Animalia, Animalia, Euchloe)",
 "Country is Japan",
 "Geometry POLYGON((122.5 24.0,122.5 28.5,131.0 28.5,131.0 24.0,122.5 24.0))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16855 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002379-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqhvff
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Palaemon macrodactylus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002397-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15861765
title: Federal Administrative Court Case law 01.01.2007-31.01.2023

description: This This data was used for a research project about asylum appeal proceedings in Switzerland at the Federal Administrative Court. It contains related variables such as the language of the case. The focus was then on credibility and the topic of sexualorientation/gender identity, with variables indicating the count of terms related to those concepts also included in the dataset. For more details, please refer to the following research paper.

DDI codebook in pdf and xml formats
DOI: 10.6084/m9.figshare.29541593.v1
title: Data and code to build a web-application for assessing nature-based attenuation of extreme waves by mangroves

description: This dataset includes the data and code to build a web-application for assessing nature-based attenuation of extreme waves by mangroves. Detailed information is included in the Supplementary information in the folder. <br>Our wave measurements were conducted on Zhanjiang Coast (20.93° N, 110.17° E), South China from August 8 to September 11, 2024, when Typhoon Yagi occurred and from March 2 to May 6, 2025 when calm weather conditions prevailed.
DOI: 10.5281/zenodo.15861959
title: InCURA App: Pre-computed TFBS matrices

description: Pre-computed input matrices for InCURA clustering in web application
DOI: 10.5284/1133951
title: Data from a Magnetometer Survey at London Road, Chipping Norton, Oxfordshire (Part 1), 2021-2022

description: This collection includes geophysics, vector and GIS data from a magnetometer survey carried out by Archaeological Surveys Ltd at London Road, Chipping Norton, Oxfordshire between November 2021 and February 2022.
DOI: 10.15468/dl.yefr9y
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Micromys minutus"
 ]
}

 The dataset includes 294 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002399-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bg4vc
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petrolisthes elongatus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 286 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002400-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2459
title: Replication Data for "Effects of Caffeine Ingestion on the Biomechanics of Healthy Young Subjects", squat study.

description: Anonymized participant-level datasets for the squat variables of the project "Effects of Caffeine Ingestion on the Biomechanics of Healthy Young Subjects" (NCT06039358). The purpose of the dataset is to provide FAIR data on the impact of caffeine on performance and technique while squatting in different variables. Each variable can be found on a different sheet of the Excel document. There are 14 subjects per variable, and each of them is analyzed in a control, placebo, and caffeine session, with and without fatigue.
DOI: 10.5281/zenodo.15739727
title: Migration Mobility Survey, Survey on living as a migrant in Switzerland 2016-2018-2020-2022-2024

description: Migration Mobility Survey, waves 2016, 2018, 2020, 2022 and 2024. Codebook and metadata along DDI standard.

Statistical files in csv, sav and dta format

The fifth wave of the Migration-Mobility Survey took place during the fall of 2024.6971 migrants were surveyed, 3437 of whom were surveyed 2 years ago (Panel).The remaining 3534 comprised the so-called Refresh sample.
DOI: 10.15468/dl.rqh275
title: Occurrence Download

description: A dataset containing 49115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsilea"
 ]
}

 The dataset includes 49115 records from 921 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002401-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15862053
title: Massive proliferation of retrotransposons contributes to genome size expansion in species of the Pseudocercospora genus

description: *TEfamilies.fasta are the TE consensus sequences created in Earl Grey.
DOI: 10.5281/zenodo.15834634
title: Massive proliferation of retrotransposons contributes to genome size expansion in species of the Pseudocercospora genus

description: *TEfamilies.fasta are the TE consensus sequences created in Earl Grey.
DOI: 10.6084/m9.figshare.29531012
title: Three-spined sticklebacks recognise familiar individuals by facial recognition

description: Supplementary Tables
DOI: 10.6084/m9.figshare.29531012.v2
title: Three-spined sticklebacks recognise familiar individuals by facial recognition

description: Supplementary Tables
DOI: 10.6084/m9.figshare.29531012.v1
title: Three-spined sticklebacks recognise familiar individuals by facial recognition

description: Supplementary Tables
DOI: 10.15468/dl.b3qnpw
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Charybdis japonica",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002402-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15861982
title: BBDD Player Personality and Dynamics Scale (PPDS)

description: File name: PPDS_validation_dataset.csvRows = 635 participants | Columns = 78 variablesLanguage: English variable names, Spanish item wording preserved in a separate sheet for reference.Delimiter: comma (,); UTF-8 encoding; decimal point (.).Missing values: empty cell.
DOI: 10.5281/zenodo.15861983
title: BBDD Player Personality and Dynamics Scale (PPDS)

description: File name: PPDS_validation_dataset.csvRows = 635 participants | Columns = 78 variablesLanguage: English variable names, Spanish item wording preserved in a separate sheet for reference.Delimiter: comma (,); UTF-8 encoding; decimal point (.).Missing values: empty cell.
DOI: 10.6084/m9.figshare.29542682.v1
title: Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation -- Supplement Materials

description: Supplement materials for the "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation". The main paper is published and presented in ESEM2025.<br><br>
DOI: 10.48612/msupe/n53t-825e-3x47
title: База данных для изучения связи идентичности и просоциального поведения российской молодежи
title: Database for studying the relationship between identity and prosocial behavior among Russian youth

description: Данные собраны с целью изучения особенностей связи показателей идентичности (личной, реляционной, социальной, коллективной и гражданской) и форм просоциального поведения российской молодёжи (конформного, публичного, анонимного, экстренного, эмоционального, альтруистического). 
Выборка включает 355 респондентов (n = 355) в возрасте от 18 до 35 лет (M = 22.78, SD = 3.65), из которых 298 женщин (83.94%), 57 мужчин (16.06%). Предлагается разделение исходной выборки на 3 подгруппы по принципу M±SD: (1) 18-19 лет (N=58; M=18,40; SD=0,50), (2) 20-26 лет (N= 245; M=22,36; SD=1,73), (3) 27-35 лет (N= 52; M=29.60; SD=2.75).
DOI: 10.6084/m9.figshare.29542682.v2
title: Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation -- Supplement Materials

description: Supplement materials for the "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation". The main paper is published and presented in ESEM2025.<br><br>
DOI: 10.5281/zenodo.15861699
title: Entropy-Enhanced Swin Transformer for Small Object Detection in  UAV Images

description: This repository contains the self-collected dataset UAV-DA used in our study on UAV-based object detection. The dataset includes images collected by UAV .

In addition to UAV-DA, we also used the publicly available VisDrone dataset in our experiments. VisDrone is not included in this repository due to license constraints, but it can be accessed at the following location:

- VisDrone: https://github.com/VisDrone/VisDrone-Dataset  - DOI: https://doi.org/10.1109/TPAMI.2021.3119563

Please cite the corresponding dataset references when using them.
DOI: 10.15468/dl.gkrkxc
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphaeroma quoianum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002403-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.ngphlytc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.34740/kaggle/dsv/12439143
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.44vvs2
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.31_1, CHN.15_1, CHN.24_1, CHN.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Phragmites australis"
 ]
}

 The dataset includes 128 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002404-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f3mvb6cjb5
title: Database - On the NO reaction pathways in an oxidation catalyst under H2-fueled engine exhaust gas conditions

description: Results from "On the NO reaction pathways in an oxidation catalyst under H2-fueled engine exhaust gas conditions".
DOI: 10.17632/f3mvb6cjb5.2
title: Database - On the NO reaction pathways in an oxidation catalyst under H2-fueled engine exhaust gas conditions

description: Results from "On the NO reaction pathways in an oxidation catalyst under H2-fueled engine exhaust gas conditions".
DOI: 10.17632/23dp3t88vk
title: Code-mixed Chaos : Multi-labeled Banglish & Bangla Corpus for Toxicity analysis

description: The dataset addresses a crucial gap in toxicity detection for Banglish—a code-mixed form of Bengali and English written in Roman script—which is often undervalued in NLP research. To mitigate this, we present a manually collected, multi-labeled dataset comprising 10,234 Banglish social media comments, annotated across 10 classes with toxic and non-toxic categories. The toxic comments are categorized into nine types: (1) Vulgar-based, (2) Religious-Hostility, (3) Troll-based, (4) Insult-based, (5) Loathe-based, (6) Threat-based, (7) Race-based, (8) Sexual-based, and (9) Political-Chaos. And a single Non-toxic category representing comments that do not have any form of toxicity. It is equally divided between toxic (5,117) and non-toxic (5,117) entries. Each sample was sourced from platforms such as Facebook, YouTube, Instagram, and X (formerly Twitter). To balance the dataset, it is enriched by selectively adding non-toxic texts from a publicly available corpus: "Bengali & Banglish: A Monolingual Dataset for Emotion Detection in Linguistically Diverse Contexts". Additionally, we provided a Bangla-translated version of the dataset to support the script-based comparative analysis in toxicity detection.
DOI: 10.17632/23dp3t88vk.1
title: Code-mixed Chaos : Multi-labeled Banglish & Bangla Corpus for Toxicity analysis

description: The dataset addresses a crucial gap in toxicity detection for Banglish—a code-mixed form of Bengali and English written in Roman script—which is often undervalued in NLP research. To mitigate this, we present a manually collected, multi-labeled dataset comprising 10,234 Banglish social media comments, annotated across 10 classes with toxic and non-toxic categories. The toxic comments are categorized into nine types: (1) Vulgar-based, (2) Religious-Hostility, (3) Troll-based, (4) Insult-based, (5) Loathe-based, (6) Threat-based, (7) Race-based, (8) Sexual-based, and (9) Political-Chaos. And a single Non-toxic category representing comments that do not have any form of toxicity. It is equally divided between toxic (5,117) and non-toxic (5,117) entries. Each sample was sourced from platforms such as Facebook, YouTube, Instagram, and X (formerly Twitter). To balance the dataset, it is enriched by selectively adding non-toxic texts from a publicly available corpus: "Bengali & Banglish: A Monolingual Dataset for Emotion Detection in Linguistically Diverse Contexts". Additionally, we provided a Bangla-translated version of the dataset to support the script-based comparative analysis in toxicity detection.
DOI: 10.17632/3jhcf4xptr
title: Bangla Isolated Speech Dataset

description: In this work, a dataset is created containing 36 Bangla words and 24 English words with the help of 25 different persons from different regions of Bangladesh. 30 samples per word from both male and female speakers are recorded. The number of speech samples in the created dataset is 1800. The samples are recorded using a sound recorder (smartphones) in a room environment. Among them 1200 samples are used for the training dataset and 600 samples are used for test dataset. All the training samples are recorded as “.wav" files and the test samples are recorded as ".mp3" files. The speech sample words are recorded with a high sampling frequency (44.10 kHz) to create this dataset.

Follwing words used to create the dataset. The folders are arranged as per the same order of following words. The words in this dataset are [Bangla word (pronunciation, meaning)]:
34 Bangla words (folder no s0-s35) (pronunciation: meaning):
দাঁড়াও (Darao: Stand), হাটো (Hato: Walk), থামো (Thamo: Stop), সামনে (Shamne: Forward), পেছনে (Pechone: Backward), ডানে (Dane: Right), বামে (Bame: Left), উপরে (upore: Up), নিচে (niche: Down), শুরু (shuru: Start), শেষ (Shesh: End), পড় (Poro: Read), লিখ (Likho: Write), শুনো (Shuno: Listen), বলো (Bolo: Speak), তাকাও (Takao: Look), আলো (Alo: Light), শব্দ (Shobdo: Sound), সময় (Shomoy: Time), ভর (Vor: Mass), নাম (Nam: Name), বই (Boi: Book), খাতা (Khata: Pad), কলম (Kolom: Pen), গাড়ি (Gari: Car), বাড়ি (Bari: House), পানি (Pani: Water), খাবার (Khabar: Food), কুকুর (Kukur: Dog), বিড়াল (Biral: Cat), মানুষ (Manush: Human), শিশু (Shishu: Child), হাতুড়ি (Haturi: Hammer), চশমা (Shoshma: Glasses), গান (Gan: Song), ঘড়ি (Ghori: Watch), 
24 English words (folders s36-s59):
 WiFi, Class, Program, Diode, Capacitor, Switch, Television, Radio, Light, Mobile, Head-phone, Mike, Battery, Internet, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9.
DOI: 10.17632/3jhcf4xptr.1
title: Bangla Isolated Speech Dataset

description: In this work, a dataset is created containing 36 Bangla words and 24 English words with the help of 25 different persons from different regions of Bangladesh. 30 samples per word from both male and female speakers are recorded. The number of speech samples in the created dataset is 1800. The samples are recorded using a sound recorder (smartphones) in a room environment. Among them 1200 samples are used for the training dataset and 600 samples are used for test dataset. All the training samples are recorded as “.wav" files and the test samples are recorded as ".mp3" files. The speech sample words are recorded with a high sampling frequency (44.10 kHz) to create this dataset.

Follwing words used to create the dataset. The folders are arranged as per the same order of following words. The words in this dataset are [Bangla word (pronunciation, meaning)]:
34 Bangla words (folder no s0-s35) (pronunciation: meaning):
দাঁড়াও (Darao: Stand), হাটো (Hato: Walk), থামো (Thamo: Stop), সামনে (Shamne: Forward), পেছনে (Pechone: Backward), ডানে (Dane: Right), বামে (Bame: Left), উপরে (upore: Up), নিচে (niche: Down), শুরু (shuru: Start), শেষ (Shesh: End), পড় (Poro: Read), লিখ (Likho: Write), শুনো (Shuno: Listen), বলো (Bolo: Speak), তাকাও (Takao: Look), আলো (Alo: Light), শব্দ (Shobdo: Sound), সময় (Shomoy: Time), ভর (Vor: Mass), নাম (Nam: Name), বই (Boi: Book), খাতা (Khata: Pad), কলম (Kolom: Pen), গাড়ি (Gari: Car), বাড়ি (Bari: House), পানি (Pani: Water), খাবার (Khabar: Food), কুকুর (Kukur: Dog), বিড়াল (Biral: Cat), মানুষ (Manush: Human), শিশু (Shishu: Child), হাতুড়ি (Haturi: Hammer), চশমা (Shoshma: Glasses), গান (Gan: Song), ঘড়ি (Ghori: Watch), 
24 English words (folders s36-s59):
 WiFi, Class, Program, Diode, Capacitor, Switch, Television, Radio, Light, Mobile, Head-phone, Mike, Battery, Internet, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9.
DOI: 10.17632/779j2g9yrx.1
title: Biogenic credibility of Zirconium nanoparticles

description: The XRD Devise (X'Pert Pro Materials Research diffractometer system) was used to gather XRD patterns, and the Carl Zeiss Field Emission Scanning Electron Microscope (FESEM) provided the morphological changes of ZrO 2 nanoparticles. UV spectrum (Shimadzu UV- 1700
PharmaSpec double beam UV–Vis Spectrophotometer) and KBr pellets aided FTIR spectra (Shimadzu FTIR-8400S) generated signals across 4000–450 cm−1. Sterile seeds placed in a transparent plastic box was coated with sterile filter paper dispersed with varying concentrations of Nano ZrO 2 and was subjected to agronomical and pathological studies for 14 days.

X-ray Diffraction (XRD): Operated at 40 kV voltage and 30 mA current. Diffraction patterns were scanned across 2θ range of 20° to 90° with a scanning speed of 0.05°/min using the X’Pert Pro Materials Research diffractometer.
Fourier Transform Infrared Spectroscopy (FTIR): Spectra collected using KBr pellet technique across the 4000–450 cm⁻¹ range with a resolution of 5 cm⁻¹ on a Shimadzu FTIR-8400S spectrometer.
Field Emission Scanning Electron Microscopy (FESEM): Images acquired at 15 kV accelerating voltage with 500× magnification using a Carl Zeiss microscope to assess nanoparticle morphology.
 
Graphical & Imaging Data Includes:
Zone of inhibition images: antimicrobial activity against pathogens.
Seed germination visuals: root and shoot elongation across ZrO₂ dosages.
Tomato seedling development: growth comparison under treated and control conditions.
Graphical comparisons: dose–response curves, enzyme activity, and plant growth metrics.
DOI: 10.17632/zx3vt8r26k
title: Machine-Translated Texts with Human Annotations and Automatic Metric Evaluations

description: This dataset consists of English journalistic texts translated into Slovak using both statistical and neural machine translation systems. Each translated segment was evaluated by human annotators, and errors were recorded in binary format across five error categories. Additionally, the dataset includes the scores of 68 different automatic evaluation metrics, commonly used to assess machine translation quality. The data is divided into training and testing subsets, allowing for the development of models to predict error categories based on the automatic metric scores.
DOI: 10.17632/zx3vt8r26k.1
title: Machine-Translated Texts with Human Annotations and Automatic Metric Evaluations

description: This dataset consists of English journalistic texts translated into Slovak using both statistical and neural machine translation systems. Each translated segment was evaluated by human annotators, and errors were recorded in binary format across five error categories. Additionally, the dataset includes the scores of 68 different automatic evaluation metrics, commonly used to assess machine translation quality. The data is divided into training and testing subsets, allowing for the development of models to predict error categories based on the automatic metric scores.
DOI: 10.17632/bypjxzm3fn
title: Data on mechanical and thermal properties of an amine-epoxy system at various post-curing temperatures

description: A data set compilation of the mechanical and thermal properties of a commercial thermoset system was obtained after exposure to a room temperature cure followed by different post-cures (80, 100, 120 °C), all below the fully cured glass transition temperature (Tg∞ ~ 153°C). The system was composed of an epoxy resin, diglycidyl ether of bisphenol A (Epon 828), and an amine hardener, diethylenetriamine (Epikure 3223). The mechanical properties of this epoxy system were determined through dynamic mechanical analysis (DMA) and flexural testing, while its thermal behavior was evaluated by differential scanning calorimetry (DSC), thermomechanical analysis (TMA), and thermogravimetric analysis (TGA). The data was analyzed using analysis of variance (ANOVA) to assess if the selected post-curing temperatures provoke a statistically significant difference on the corresponding properties.