cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kzmc3hrwm4
title: On the impossibility of an infinite chain in The Collatz Conjecture

description: The Collatz Conjecture defines a number sequence constructed as follows:
If X_1 is odd, then X_2 = 3X_1 + 1.
If X_1 is even, then X_2 = X_1 / 2.
The conjecture itself asserts that every such sequence, starting from any number, eventually reaches the number 1 (or, more precisely, the cycle 4-2-1).
There are two hypothetical exceptions - either another cycle other than 4-2-1, or an infinite divergent sequence. In this paper, we will prove that the second option is impossible.
DOI: 10.17632/kzmc3hrwm4.1
title: On the impossibility of an infinite chain in The Collatz Conjecture

description: The Collatz Conjecture defines a number sequence constructed as follows:
If X_1 is odd, then X_2 = 3X_1 + 1.
If X_1 is even, then X_2 = X_1 / 2.
The conjecture itself asserts that every such sequence, starting from any number, eventually reaches the number 1 (or, more precisely, the cycle 4-2-1).
There are two hypothetical exceptions - either another cycle other than 4-2-1, or an infinite divergent sequence. In this paper, we will prove that the second option is impossible.
DOI: 10.17632/58gdfny2hf
title: AURA-Supplementary

description: Supplementary Information
DOI: 10.17632/58gdfny2hf.4
title: AURA-Supplementary

description: Supplementary Information
DOI: 10.17632/jgrfgh4p86
title: Zn diffusion data

description: metadata for Zn(II) diffusion and sorption
DOI: 10.17632/jgrfgh4p86.1
title: Zn diffusion data

description: metadata for Zn(II) diffusion and sorption
DOI: 10.17632/p9c97rd89w
title: TilapiaSet

description: O conjunto de dados foi coletado na Empresa Alevinos Rio Verde, localizada no município de Rio Verde, estado de Goiás, Brasil. Para captura dos vídeos foi adaptado um sistema com rampa feita de PVC (policloreto de vinil), com 32cm de largura e 1m de comprimento, sendo acoplada a estrutura uma fonte de iluminação para melhorar a nitidez do alevinos. Ao todo, 50 juvenis de tilápia ~com aproximadamente 8 cm de comprimento, foram despejados manualmente na rampa repetidas vezes com velocidade de vazão controlada. Os vídeos foram gravados pela câmera do celular iPhone 12 Pro max, com parâmetros específicos de resolução de 1920 x 1080 pixels e taxa de 60 frames por segundo e com duração média de 10 segundos. Ao final foram gravados 30 vídeos e foram separados em frames e cada imagem devidamente marcada cada segmentação dos juvenis. Um total de 1168 imagens foram rotuladas, que podem ser utilizadas para treinamentos de redes neurais para contagem de peixes, segmentação para estimativa de peso.
DOI: 10.17632/p9c97rd89w.1
title: TilapiaSet

description: O conjunto de dados foi coletado na Empresa Alevinos Rio Verde, localizada no município de Rio Verde, estado de Goiás, Brasil. Para captura dos vídeos foi adaptado um sistema com rampa feita de PVC (policloreto de vinil), com 32cm de largura e 1m de comprimento, sendo acoplada a estrutura uma fonte de iluminação para melhorar a nitidez do alevinos. Ao todo, 50 juvenis de tilápia ~com aproximadamente 8 cm de comprimento, foram despejados manualmente na rampa repetidas vezes com velocidade de vazão controlada. Os vídeos foram gravados pela câmera do celular iPhone 12 Pro max, com parâmetros específicos de resolução de 1920 x 1080 pixels e taxa de 60 frames por segundo e com duração média de 10 segundos. Ao final foram gravados 30 vídeos e foram separados em frames e cada imagem devidamente marcada cada segmentação dos juvenis. Um total de 1168 imagens foram rotuladas, que podem ser utilizadas para treinamentos de redes neurais para contagem de peixes, segmentação para estimativa de peso.
DOI: 10.5281/zenodo.17604254
title: Velocity data from Louisiana Shelf

description: This data file contains a velocity profile time series measured over the continental shelf using a bottom-mounted ADCP instrument. Details of the deployment and data processing are described in Li and Xu, Wind–Topography Interactions and Circulations in a River Delta Bight.

The file name is “ADCP_uvzhtime_2015.TXT.” All parameters are provided in standard SI (meter–kilogram–second) units, and timestamps are in Coordinated Universal Time (UTC).
DOI: 10.5281/zenodo.17604255
title: Velocity data from Louisiana Shelf

description: This data file contains a velocity profile time series measured over the continental shelf using a bottom-mounted ADCP instrument. Details of the deployment and data processing are described in Li and Xu, Wind–Topography Interactions and Circulations in a River Delta Bight.

The file name is “ADCP_uvzhtime_2015.TXT.” All parameters are provided in standard SI (meter–kilogram–second) units, and timestamps are in Coordinated Universal Time (UTC).
DOI: 10.17632/fvyt7vvk5c.2
title: Ultrafiltration fractionation of lignin-carbohydrates recalcitrant complexations

description: The contained data are meant to give more insights about the research through interactive visualizations.
DOI: 10.17632/ztpr9wdjt6
title: Data of PAHs and PAEs in sediments in Danjiangkou Reservoir

description: This Excel file contains quantitative data on polycyclic aromatic hydrocarbons (PAHs) and phthalate esters (PAEs) in sediments from the Danjiangkou Reservoir (China), spanning three key hydrological periods:
Normal season (June 2022; reservoir water level: 159.1 m)
Dry season (March 2023; reservoir water level: 153.2 m)
Flood season (October 2023; reservoir water level: 170.0 m)
The data is organized by 30 sampling sites, which are categorized into four sub-regions based on the reservoir’s geographical structure:
Hanku: 7 sites
Hanku tributaries: 12 sites
Danku: 7 sites
Danku tributaries: 4 sites
Key measured parameters in the file include:
For PAHs: Concentrations of 16 individual priority congeners 
For PAEs: Concentrations of 6 individual priority congeners 
Notes: Markers for non-detectable values (ND, set to 0)
DOI: 10.17632/ztpr9wdjt6.1
title: Data of PAHs and PAEs in sediments in Danjiangkou Reservoir

description: This Excel file contains quantitative data on polycyclic aromatic hydrocarbons (PAHs) and phthalate esters (PAEs) in sediments from the Danjiangkou Reservoir (China), spanning three key hydrological periods:
Normal season (June 2022; reservoir water level: 159.1 m)
Dry season (March 2023; reservoir water level: 153.2 m)
Flood season (October 2023; reservoir water level: 170.0 m)
The data is organized by 30 sampling sites, which are categorized into four sub-regions based on the reservoir’s geographical structure:
Hanku: 7 sites
Hanku tributaries: 12 sites
Danku: 7 sites
Danku tributaries: 4 sites
Key measured parameters in the file include:
For PAHs: Concentrations of 16 individual priority congeners 
For PAEs: Concentrations of 6 individual priority congeners 
Notes: Markers for non-detectable values (ND, set to 0)
DOI: 10.17632/64gdkh8t2t.3
title: Supplementary material

description: This dataset supports the study on the development of a robust and eco-friendly biocatalyst based on thermostable β-glucosidase immobilized on linen fabric. The β-glucosidase enzyme was immobilized using a covalent periodate-based method, with ethylenediamine-glutaraldehyde as a spacer to enhance performance. Two biocatalyst systems were developed and tested (Lf-β-glucosidase and LfEG-β-glucosidase). This dataset supports the study on the characterization of thermostable β-glucosidase immobilized on linen fabric for sustainable lactose hydrolysis and whey valorization. The supplementary materials include figures and tables related to enzyme purification and kinetic analysis. Supplementary Figure 1 presents the results of nickel affinity chromatography used for enzyme purification. Supplementary Figures 2 and 3 show the kinetic analysis of Lf-β-glucosidase. Supplementary Table 1 shows the effect of various concentrations of ethylenediamine on β-glucosidase immobilization. Supplementary Table 2 provides detailed kinetic and inhibitory parameters for both the free and immobilized forms of the enzyme. These data demonstrate the functional properties of the immobilized biocatalyst and support its potential for repeated use in dairy bioprocessing applications. All supplementary content corresponds to data referenced in the main manuscript.
DOI: 10.15468/dl.sv5daz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ballerus sapa",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031897-251025141854904/datasets/export for details.
DOI: 10.15468/dl.c9gz6c
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is Colección de anfibios y reptiles, Universidad del Valle (Colección UV-C)",
 "GadmGid is COL.2_2",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 109 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031899-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s4nfmkzdz6
title: Dataset
DOI: 10.17632/s4nfmkzdz6.1
title: Dataset
DOI: 10.17632/bvh9zk66dt
title: Liquid Biopsy in Non-Oncological Disorders: Emerging Paradigms and Translational Challenges

description: This dataset compiles the supporting information and evidence base for the comprehensive review entitled "Liquid Biopsy in Non-Oncological Disorders: Emerging Paradigms and Translational Challenges".

What data contains:
The dataset includes curated literature analysis, synthesized summary tables of key liquid biopsy biomarkers (such as cell-free DNA, extracellular vesicles, and proteins), and their emerging clinical applications across various medical specialties. These specialties include Cardiology, Neurology, Autoimmunity, Infectious Diseases, and Perinatology.

How data was gathered:
The data were systematically gathered from published peer-reviewed literature. The process involved identifying relevant studies, extracting key findings on biomarker performance (e.g., correlation coefficients, predictive values), and organizing them into a structured format to facilitate the analysis presented in the review.

Why this data is valuable:
This structured dataset provides the empirical foundation for the review's conclusions regarding the transformative potential of liquid biopsy in non-cancer diseases. It enables transparency, reproducibility, and serves as a valuable resource for researchers and clinicians seeking to understand the current evidence landscape. It highlights the utility of liquid biopsy for early diagnosis, dynamic monitoring, and prognostic assessment in a wide spectrum of non-malignant conditions.
DOI: 10.17632/bvh9zk66dt.1
title: Liquid Biopsy in Non-Oncological Disorders: Emerging Paradigms and Translational Challenges

description: This dataset compiles the supporting information and evidence base for the comprehensive review entitled "Liquid Biopsy in Non-Oncological Disorders: Emerging Paradigms and Translational Challenges".

What data contains:
The dataset includes curated literature analysis, synthesized summary tables of key liquid biopsy biomarkers (such as cell-free DNA, extracellular vesicles, and proteins), and their emerging clinical applications across various medical specialties. These specialties include Cardiology, Neurology, Autoimmunity, Infectious Diseases, and Perinatology.

How data was gathered:
The data were systematically gathered from published peer-reviewed literature. The process involved identifying relevant studies, extracting key findings on biomarker performance (e.g., correlation coefficients, predictive values), and organizing them into a structured format to facilitate the analysis presented in the review.

Why this data is valuable:
This structured dataset provides the empirical foundation for the review's conclusions regarding the transformative potential of liquid biopsy in non-cancer diseases. It enables transparency, reproducibility, and serves as a valuable resource for researchers and clinicians seeking to understand the current evidence landscape. It highlights the utility of liquid biopsy for early diagnosis, dynamic monitoring, and prognostic assessment in a wide spectrum of non-malignant conditions.
DOI: 10.17632/hkxgrp8cbj
title: Study on one-dimensional creep characteristics, model of Q3 compacted loess and settlement calculation of loess high fill
DOI: 10.17632/hkxgrp8cbj.2
title: Study on one-dimensional creep characteristics, model of Q3 compacted loess and settlement calculation of loess high fill
DOI: 10.6084/m9.figshare.28640093
title: Bacterial microbiota in nest and eggshell samples - Observational study

description: This study aim at testing the effect of aromatic plants on bacterial microbiota of nest samples in an experimental approach, and on bacterial microbiota of nest material and eggshell and on nestling traits and behavior in an observational approach in Corsican blue tits (<i>Cyanistes caeruleus ogliastrae</i>).The metadata and codes to analysis the data can be found in the following GitHub public repository: To add.<b>Observational approach</b>In spring 2023, we observe the quantity of aromatic plants that Corsican blue tits used as nest material in our study system along the reproductive season. We collected nest material during incubation and post-hatching, and eggshell swab during incubation. We extracted the DNA from the samples and amplified the 16S rARN sequences by PCR for the study of bacterial community. We sequenced the samples with Illumina Mi-Seq.The dataset contains the bacterial forward and reverse reads of:Eggshell:46 eggshell swab samples3 field negative controls2 DNA extraction controls2 negative PCR controls2 positive PCR controlsNest46 nest material samples collected during incubation46 nest material samples collected post-hatching3 field negative controls1 DNA extraction control1 negative PCR control1 positive PCR control
DOI: 10.6084/m9.figshare.28640093.v2
title: Bacterial microbiota in nest and eggshell samples - Observational study

description: This study aim at testing the effect of aromatic plants on bacterial microbiota of nest samples in an experimental approach, and on bacterial microbiota of nest material and eggshell and on nestling traits and behavior in an observational approach in Corsican blue tits (<i>Cyanistes caeruleus ogliastrae</i>).The metadata and codes to analysis the data can be found in the following GitHub public repository: To add.<b>Observational approach</b>In spring 2023, we observe the quantity of aromatic plants that Corsican blue tits used as nest material in our study system along the reproductive season. We collected nest material during incubation and post-hatching, and eggshell swab during incubation. We extracted the DNA from the samples and amplified the 16S rARN sequences by PCR for the study of bacterial community. We sequenced the samples with Illumina Mi-Seq.The dataset contains the bacterial forward and reverse reads of:Eggshell:46 eggshell swab samples3 field negative controls2 DNA extraction controls2 negative PCR controls2 positive PCR controlsNest46 nest material samples collected during incubation46 nest material samples collected post-hatching3 field negative controls1 DNA extraction control1 negative PCR control1 positive PCR control
DOI: 10.6084/m9.figshare.28640093.v1
title: Bacterial microbiota in nest and eggshell samples - Observational study

description: This study aim at testing the effect of aromatic plants on bacterial microbiota of nest samples in an experimental approach, and on bacterial microbiota of nest material and eggshell and on nestling traits and behavior in an observational approach in Corsican blue tits (<i>Cyanistes caeruleus ogliastrae</i>).The metadata and codes to analysis the data can be found in the following GitHub public repository: To add.<b>Observational approach</b>In spring 2023, we observe the quantity of aromatic plants that Corsican blue tits used as nest material in our study system along the reproductive season. We collected nest material during incubation and post-hatching, and eggshell swab during incubation. We extracted the DNA from the samples and amplified the 16S rARN sequences by PCR for the study of bacterial community. We sequenced the samples with Illumina Mi-Seq.The dataset contains the bacterial forward and reverse reads of:Eggshell:46 eggshell swab samples3 field negative controls2 DNA extraction controls2 negative PCR controls2 positive PCR controlsNest46 nest material samples collected during incubation46 nest material samples collected post-hatching3 field negative controls1 DNA extraction control1 negative PCR control1 positive PCR control
DOI: 10.17632/9dy7sxyh46
title: The experimental data of performance mapping of propane thermoelectric sub-cooler

description: As responsible for 7.8% of global greenhouse emissions, the heat pump and refrigeration sectors are important in achieving sustainable development goals [1]. To reduce emission levels, traditional environmentally harmful working fluids that cause ozone depletion, which are listed in the Montreal Protocol [2], are being phased out. Furthermore, energy efficiency studies were conducted to improve the performance of the standard cycle. One way to increase the performance of the cycle is to use subcooling methods, that is, further cooling the working fluid in the condenser/gas-cooler [3]. Among the alternatives, the thermoelectric subcooling method is promising because of easy implementation, serving both in heating and cooling with thermoelectric modules (TEM), and adaptability to different capacities.

The main aim of this study is to create a performance mapping of a thermoelectric subcooler (TESC) under different operating conditions and generate comparative results of two different manufacturing methods, conventional drilling and welding, and 3-D printing, that were used on the R290 heat exchanger of the TESC. According to the results, it was shown that the 3-D printed R290 heat exchanger was superior to a conventionally manufactured R290 heat exchanger in terms of thermal performance. Results showed that 3-D printed TESC can provide 270 W of additional cooling capacity with a cooling coefficient of performance of 1.22, while simultaneously providing 490 W of heating capacity with a heating coefficient of performance of 2.22.
DOI: 10.17632/9dy7sxyh46.1
title: The experimental data of performance mapping of propane thermoelectric sub-cooler

description: As responsible for 7.8% of global greenhouse emissions, the heat pump and refrigeration sectors are important in achieving sustainable development goals [1]. To reduce emission levels, traditional environmentally harmful working fluids that cause ozone depletion, which are listed in the Montreal Protocol [2], are being phased out. Furthermore, energy efficiency studies were conducted to improve the performance of the standard cycle. One way to increase the performance of the cycle is to use subcooling methods, that is, further cooling the working fluid in the condenser/gas-cooler [3]. Among the alternatives, the thermoelectric subcooling method is promising because of easy implementation, serving both in heating and cooling with thermoelectric modules (TEM), and adaptability to different capacities.

The main aim of this study is to create a performance mapping of a thermoelectric subcooler (TESC) under different operating conditions and generate comparative results of two different manufacturing methods, conventional drilling and welding, and 3-D printing, that were used on the R290 heat exchanger of the TESC. According to the results, it was shown that the 3-D printed R290 heat exchanger was superior to a conventionally manufactured R290 heat exchanger in terms of thermal performance. Results showed that 3-D printed TESC can provide 270 W of additional cooling capacity with a cooling coefficient of performance of 1.22, while simultaneously providing 490 W of heating capacity with a heating coefficient of performance of 2.22.
DOI: 10.15468/dl.cw4f5w
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.037 17.95619,-99.0771 17.94035,-99.09115 17.91911,-99.08967 17.91731,-99.07044 17.91223,-99.08327 17.89006,-99.07899 17.88515,-99.07114 17.88229,-99.03986 17.88177,-99.03565 17.88507,-99.0235 17.89745,-99.01505 17.90735,-99.00647 17.92349,-99.02534 17.94995,-99.0273 17.95137,-99.037 17.95619))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 34 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031901-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ngy7xwj39c
title: COP9 signalosome and PRMT5 methylosome complexes are essential regulators of Lis1-dynein based transport

description: Original data for all the western blots in the manuscript
DOI: 10.17632/ngy7xwj39c.1
title: COP9 signalosome and PRMT5 methylosome complexes are essential regulators of Lis1-dynein based transport

description: Original data for all the western blots in the manuscript
DOI: 10.15468/dl.5yraqd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbatula barbatula",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031902-251025141854904/datasets/export for details.
DOI: 10.17632/f5z42fssm6.2
title: Burden of acne vulgaris, psoriasis, atopic dermatitis, and urticaria in individuals under 20 years in China and globally, 1990-2021: A systematic analysis with 50-Year Forecast
DOI: 10.17632/2y5nr64gc2.1
title: Breast Cancer Data

description: 272 breast cancer patients (as rows), 1570 columns.

Meta data includes patient info, treatment, and survival.
DOI: 10.17632/p5ysmc5v54
title: Pupil Dilation Response Data for Investigating Multifeature Auditory Salience

description: This dataset contains Pupil Dilation Responses (PDR) and behavioral data for the task described in this manuscript: "Underpinnings of acoustic feature integration in auditory salience: Insights from behavioral and pupillary responses".
DOI: 10.17632/p5ysmc5v54.1
title: Pupil Dilation Response Data for Investigating Multifeature Auditory Salience

description: This dataset contains Pupil Dilation Responses (PDR) and behavioral data for the task described in this manuscript: "Underpinnings of acoustic feature integration in auditory salience: Insights from behavioral and pupillary responses".