cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kdf4tbdf9d.1
title: Effect of telemedicine-supported structured exercise program in patients with chronic low back pain: a randomized controlled trial

description: An open label, randomized controlled trial (RCT) was conducted over eight weekly sessions. Participants with CLBP were randomly assigned to either the Experimental Group (EG) or the Control Group (CG) in a 1:1 ratio, using a randomized numeric table. The EG will receive an intervention consisting of patient education, health coaching, and structured exercise program delivered through mobile health (mHealth) apps. The CG will receive usual care therapy, including patient education and paper handouts describing home exercises. The primary outcome measure was disability, assessed via the Roland Morris Disability Questionnaire (RMDQ). Secondary outcomes included pain intensity, mental health status, quality of life, walking ability, and exercise adherence. These were evaluated using the Numerical Rating Scale (NRS), Depression-Anxiety-Stress Scale (DASS21), 12-item Short Form Health Survey (SF-12), Time Up and Go (TUG), and Exercise Adherence Rating Scale (EARS), respectively. Linear mixed-effects model analysis was conducted at baseline, after 4 weeks (during treatment), and after 8 weeks (post-treatment), adhering to the principles of intention-to-treat (ITT) analysis. Data are available as Excel files.
DOI: 10.17632/h66hb89k6z.1
title: Data for Flexible Packaging Scheduling

description: This dataset supports research on optimizing Flexible Job Shop Scheduling Problems (FJSP) using the Genetic Adaptive Scheduling System (GASS). It comprises six files that provide detailed information on machine capabilities, processes, routing, material specifications, product types, and dynamic order data in the flexible packaging industry. Key features include machine-specific constraints, operation precedence, routing flexibility, product-specific requirements, and real-time job priorities, enabling dynamic scheduling optimization. The dataset facilitates the development and validation of adaptive scheduling models, machine utilization analysis, and the incorporation of dynamic factors like downtimes and changing priorities. It is structured in .xlsx format and is applicable for cross-industry use in manufacturing sectors, including printing, electronics, and pharmaceuticals.
DOI: 10.17632/4xbb46bytz.1
title: Description of an Automated Algorithm based on Artificial Neuronal Networks for the Detection of Fractures from X-Ray Images Pre-processed

description: The present work aims to diagnose humerus fractures from pre-processed X-ray images, using classification algorithms and a publicly accessible internet database. The goal is to develop a predictive model that can distinguish between a patient with a fractured humerus and a healthy patient, thereby providing support for this medical condition.
DOI: 10.17632/cpb5vdxnkg.1
title: A newly discovered submarine mud volcano in the southeastern continental shelf of Korea: its evolution through mud volcanism, cold-water coral growth and bottom-current erosion

description: Figure 1 - Chirp image profile of "Figure 3a" within paper
Figure 2 - Chirp image profile of "Figure 3b" within paper
Figure 3 - Chirp image profile of "Figure 3c" within paper
Figure 4 - Chirp image profile of "Figure 3d" within paper
Figure 5 - Chirp image profile of "Figure 3e" within paper
Figure 6 - Chirp image profile of "Figure 3f" within paper
Table 1 - Results of age dating and the carbon and oxygen stable istopes of coral
Table 2 - Measured parameters of mud volcano and mounds around the mud volcano
DOI: 10.17632/cpb5vdxnkg.2
title: A newly discovered submarine mud volcano in the southeastern continental shelf of Korea: its evolution through mud volcanism, cold-water coral growth and bottom-current erosion

description: Figure 1 - Chirp image profile of "Figure 3" within paper
Figure 2 - The air-gun seismic profile image of "Figure 5" within paper
Table 1 - Results of age dating and the carbon and oxygen stable istopes of coral
Table 2 - Measured parameters of mud volcano and mounds around the mud volcano
DOI: 10.17632/cpb5vdxnkg.3
title: A newly discovered submarine mud volcano in the southeastern continental shelf of Korea: its evolution through mud volcanism, cold-water coral growth and bottom-current erosion

description: Figure 1 - Chirp image profile of "Figure 3" within paper
Figure 2 - The air-gun seismic profile image of "Figure 5" within paper
Line 1 - Raw data of chirp profile in "Figure 3a" within paper
Line 2 - Raw data of chirp profile in "Figure 3b" within paper
Line 3 - Raw data of chirp profile in "Figure 3c" within paper
Line 4 - Raw data of chirp profile in "Figure 3d" within paper
Line 5 - Raw data of chirp profile in "Figure 3e" within paper
Line 6 - Raw data of chirp profile in "Figure 3f" within paper
Table 1 - Results of age dating and the carbon and oxygen stable istopes of coral
Table 2 - Measured parameters of mud volcano and mounds around the mud volcano
DOI: 10.17632/t7rwzgbfdd.1
title: Treevill: National Botanical Garden Unique & Rare Tree Argument Dataset

description: The Treevill: National Botanical Garden Unique & Rare Tree Argument Dataset was meticulously curated to provide high-quality, diverse images of tree species found in the National Botanical Garden of Bangladesh (N.B.G.). The dataset is designed to support a wide range of research and machine learning applications, particularly in biodiversity studies, image classification, and object recognition.


Source of Data:

The images in this dataset were collected directly from the National Botanical Garden of Bangladesh, which houses a wide variety of unique and rare tree species.
Data collection was performed under natural conditions to ensure the images captured a diverse representation of each species from multiple angles, lighting conditions, and environmental settings.
Species Documentation:

Data Augmentation Process:
Grayscale: Images were converted to black-and-white to focus more on the structural features of the trees, reducing the influence of color.

Posterized: The number of colors in the image was reduced to highlight shapes and contrasts, simulating the effect of various imaging techniques.

Rotated: Images were randomly rotated to simulate different viewpoints and perspectives, enabling the model to better recognize the tree species from any angle.

Flipped Horizontal/Vertical: Horizontal and vertical mirroring was applied to simulate alternative tree orientations, increasing the variety in the dataset.

Bright/Contrast Adjustments: The brightness and contrast of the images were modified to simulate varying environmental lighting conditions, such as sunny, cloudy, or shaded areas.

Blurred: Some images were intentionally blurred to simulate focus variations and to mimic different depth-of-field effects in real-world photography.

Edge Enhancement: Sharpness was applied to highlight edges and features of the trees, making fine details stand out.

Inverted: Colors in some images were inverted to test the model's robustness against unusual or extreme lighting conditions.

Thumbnail: Lower-resolution versions of images were created to emphasize larger patterns and visual structures, useful for testing model performance at lower resolutions.

Cropped: Images were cropped to simulate partial views or closer inspections of specific parts of the tree, focusing on details such as leaves, bark, or fruits.

Sharpened: The sharpness of some images was enhanced to emphasize finer details of the tree species and their distinguishing features.

Sepia: A sepia tone was applied to simulate aged or vintage photographs, which may be encountered in some botanical archives or historical documents.
DOI: 10.17632/jdw9tbv9jd.1
title: Untargeted lipidomics of CT26 cells

description: Untargeted lipidomics of 37°C-CT26 and 45°C-CT26 cells
DOI: 10.17632/6gt7rv3k6x.1
title: ARTHUR SCHOPENHAUER’S CONCEPT OF SUFFERING IN RELATION TO CHRISTIANITY AND DISCIPLESHIP

description: This study examined the relationship between Arthur Schopenhauer’s notion of suffering, and Christian concept of suffering and discipleship. The researchers provided the reader a better connection of suffering with the idea of discipleship and Schopenhauer’s concept of suffering through his book The World as Will and Representation (1818/1819, revised 1844), for it presented a metaphysical framework where suffering is integral to existence. His philosophy centers on the dichotomy of the "Will" and the "Representation," which he sees as two aspects of the same reality. Therefore, discussions specifically revolved around the suffering which was analyzed and applied to the context of following Jesus as the challenge to every Christian.
DOI: 10.17632/3sj3bb8y35.1
title: Litter and dust transport

description: This dataset includes the transport fluxes of litter and dust (g m⁻² d⁻¹) across different years, seasons, and heights. It also examines the relationships between litter and dust transport fluxes and various vegetation and meteorological variables. Additionally, the dataset provides information on the transport fluxes of organic carbon (C), total nitrogen (N), and total phosphorus (P) in dust and litter (mg m⁻² d⁻¹) over multiple years.
DOI: 10.17632/562s3ffwb3.1
title: Cavitation erosion: an efficient method for promoting osteogenesis of titanium surfaces.

description: Abstract
Objective: Surface treatments of titanium dental implants may improve osseointegration and reduce the incidence of peri-implantitis. This study provides a new approach for surface modification by utilising the principle of cavitation, which can generate high temperature and pressure with micro-jets acting on the surface. 
Methods: Titanium surfaces were treated by cavitation (CAV), and compared with a control group (large-grit acid-etched and sand-blasted; SLA). The microscopic morphology and roughness of the titanium surfaces, as well as their effect on osteoblast and macrophage biocompatibility were measured. 
Results: Characteristic cavitation pits were formed on the surface following CAV treatment, and roughness was significantly increased compared to the SLA surface (p&lt;0.05). The CAV treatment not only promoted adhesion, proliferation, and osteogenic differentiation of osteoblasts more effectively, but also facilitated the polarization of macrophages towards an anti-inflammatory phenotype. 
Conclusion: An innovative titanium implant surface treatment that utilises the cavitation effect has been developed and demonstrates superior biocompatibility and ability to promote osteogenesis and immunomodulation compared with conventional surface treatment methods.
DOI: 10.17632/9cy8nb8zpp.1
title: Appendix of Rare Earth Elements and Yttrium in Chinese Coals: Distribution and Economic Significance

description: Appendix of Rare Earth Elements and Yttrium in Chinese Coals: Distribution and Economic Significance
DOI: 10.17632/9cy8nb8zpp.2
title: Appendix of Rare Earth Elements and Yttrium in Chinese Coals: Distribution and Economic Significance

description: Appendix of Rare Earth Elements and Yttrium in Chinese Coals: Distribution and Economic Significance
DOI: 10.17632/9cy8nb8zpp.3
title: Appendix of Rare Earth Elements and Yttrium in Chinese Coals: Distribution and Economic Significance

description: Appendix of Rare Earth Elements and Yttrium in Chinese Coals: Distribution and Economic Significance
DOI: 10.5281/zenodo.14727227
title: Cut&RUN CBP Control Primary Mouse Hepatocytes

description: Pre-processed CUT&RUN files for CBP were normalized to effective genome size.For each file, background signal was calculated in heterochromatin regions using negativeATAC-seq signal mask, and subsequently removed from the overall coverage. 

Peak calling on each replicate was performed using MACS252 v.2.2.7.1, and theconsensus overlapping peaks between all replicates were considered as reproducible for thecorresponding dataset. Number of overlapping peaks between conditions was calculated in Rwith subsetByOverlaps (GenomicRanges v.1.54.1)57, and nearest genes were annotated topeaks using biomaRt. Promoter regions of those genes (± 1kb TSS) were extracted using the Rsubread v.2.16.0) package, and the CUT&RUN signal was quantified with multiBigwigSummary from deepTools package.
DOI: 10.17632/b6n9m3dk3r.1
title: Characterization and simulation of carbonate rocks with different pore structure types: Digital and theorical rock physics

description: The data used for the manuscript prepared under the name of "Characterization and simulation of carbonate rocks with different pore structure types: Digital and theorical rock physics" are lised here.
DOI: 10.6084/m9.figshare.27134505.v1
title: A dataset of forest regrowth in globally key deforestation regions

description: We employed multiple remotely sensed datasets to generate the first dataset capturing forest structural regrowth, including forest height, aboveground biomass (AGB), leaf area index (LAI), and fraction of photosynthetically active radiation (FPAR), subsequent to deforestation in globally key deforestation regions at a 30 m spatial resolution. The regrowth index for each structural parameter includes regrowth ratios and rates at 5-year intervals spanning primarily from 1985 to 2020. The dataset is formatted in GeoTIFF. To accommodate the diverse temporal sequences of data across different regions, we organized the regrowth dataset by geographical regions. Within each region, we categorized the regrowth land types into secondary forests (including naturally regenerated forests and tree plantations) and other regrowth types. In secondary forest areas, we mapped the regrowth ratio and rate for each parameter (Height, AGB, LAI, and FPAR) of the secondary forest across multiple years, with intervals of 5 years. For instance, in the case of Southeast Asia, the filenames and naming conventions for the bands are: Filename: Southeast Asia_Height_regrowth.tif: Height regrowth of secondary forests following deforestation in Southeast Asia. Southeast Asia_AGB_regrowth.tif: AGB regrowth of secondary forests following deforestation in Southeast Asia. Southeast Asia_LAI_regrowth.tif: LAI regrowth of secondary forests following deforestation in Southeast Asia. Southeast Asia_FPAR_regrowth.tif: FPAR regrowth of secondary forests following deforestation in Southeast Asia. Bands of a file such as the Southeast Asia_height_regrowth.tif are: Regrowth_type_2020: Regrowth land type in 2020 following the deforestation between 1982 and 2019. The tree plantation, naturally regenerated forest and others are coded as 1, 2, and 3, respectively. Height_regrowth_ratio_year: Height regrowth ratio of secondary forests following deforestation for a target year. Height_regrowth_rate_year: Height regrowth rate of secondary forests following deforestation for a target year.
DOI: 10.17632/b6n9m3dk3r.2
title: Structural and elastic properties of carbonate rocks with different pore types based on digital and theoretical rock physics

description: The data used for the manuscript prepared under the name of "Structural and elastic properties of carbonate rocks with different pore types based on digital and theoretical rock physics" are lised here.
DOI: 10.6084/m9.figshare.27134505
title: A dataset of forest regrowth in globally key deforestation regions

description: We employed multiple remotely sensed datasets to generate the first dataset capturing forest structural regrowth, including forest height, aboveground biomass (AGB), leaf area index (LAI), and fraction of photosynthetically active radiation (FPAR), subsequent to deforestation in globally key deforestation regions at a 30 m spatial resolution. The regrowth index for each structural parameter includes regrowth ratios and rates at 5-year intervals spanning primarily from 1985 to 2020. The dataset is formatted in GeoTIFF. To accommodate the diverse temporal sequences of data across different regions, we organized the regrowth dataset by geographical regions. Within each region, we categorized the regrowth land types into secondary forests (including naturally regenerated forests and tree plantations) and other regrowth types. In secondary forest areas, we mapped the regrowth ratio and rate for each parameter (Height, AGB, LAI, and FPAR) of the secondary forest across multiple years, with intervals of 5 years. For instance, in the case of Southeast Asia, the filenames and naming conventions for the bands are: Filename: Southeast Asia_Height_regrowth.tif: Height regrowth of secondary forests following deforestation in Southeast Asia. Southeast Asia_AGB_regrowth.tif: AGB regrowth of secondary forests following deforestation in Southeast Asia. Southeast Asia_LAI_regrowth.tif: LAI regrowth of secondary forests following deforestation in Southeast Asia. Southeast Asia_FPAR_regrowth.tif: FPAR regrowth of secondary forests following deforestation in Southeast Asia. Bands of a file such as the Southeast Asia_height_regrowth.tif are: Regrowth_type_2020: Regrowth land type in 2020 following the deforestation between 1982 and 2019. The tree plantation, naturally regenerated forest and others are coded as 1, 2, and 3, respectively. Height_regrowth_ratio_year: Height regrowth ratio of secondary forests following deforestation for a target year. Height_regrowth_rate_year: Height regrowth rate of secondary forests following deforestation for a target year.
DOI: 10.17632/r75p6krjg7.1
title: Litter and dust transport

description: This dataset includes the transport fluxes of litter and dust (g m⁻² d⁻¹) across different years, seasons, and heights. It also examines the relationships between litter and dust transport fluxes and various vegetation and meteorological variables. Additionally, the dataset provides information on the transport fluxes of organic carbon (C), total nitrogen (N), and total phosphorus (P) in dust and litter (mg m⁻² d⁻¹) over multiple years.
DOI: 10.18150/bicpa5
title: Two-photon and three-photon circular dichroism of Au38 gold nanoclusters enantiomers

description: The dataset referenced in the cited article is available in .zip files. These files contain experimental data in .txt format, obtained using the following instrumentation: a JASCO V-670 spectrophotometer, a JASCO J-1500 circular dichroism spectrophotometer, and a polarization-sensitive Z-scan setup. The Z-scan setup employed an Astrella Ti:Sapphire laser system (Coherent) coupled with a TOPAS Prime (Coherent) tunable optical parametric amplifier (OPA). This dataset enables the characterization of the linear and nonlinear optical properties of Au38 enantiomers, specifically their interactions with linearly and circularly polarized light. Additionally, the provided data facilitate the calculation of two-photon and three-photon absorption cross sections for the Au38 nanocluster enantiomers.This archive contains a Read_me.txt file, which provides a detailed outline of the repository's folder contents and meaning, and their relevance to the original research.
DOI: 10.15468/dl.np6d8q
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "TaxonKey is Iberolacerta cyreni (Müller & Hellmich, 1937)"
 ]
}

 The dataset includes 871 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004478-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28165967
title: Modulation of Co spin state at Co3O4 crystalline-amorphous interfaces for CO oxidation and N2O decomposition

description: Source data of main Figure.
DOI: 10.6084/m9.figshare.28165967.v1
title: Modulation of Co spin state at Co3O4 crystalline-amorphous interfaces for CO oxidation and N2O decomposition

description: Source data of main Figure.
DOI: 10.15468/dl.uvvvwe
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Globicephala macrorhynchus Gray, 1846",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 231 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004477-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27130323.v1
title: Chromosome-level genome assembly and annotation of the gynogenetic large-scale loach (Paramisgurnus dabryanus)

description: This datasets includes 1) the gene structure annotation, repeats elements annotation, CDS sequence and peptide sequence of Haplotype B, which is described as the complete large scale loach genome. 2) the genome assembly and gene structure annotation of Haplotype A.
DOI: 10.6084/m9.figshare.27130323
title: Chromosome-level genome assembly and annotation of the gynogenetic large-scale loach (Paramisgurnus dabryanus)

description: This datasets includes 1) the gene structure annotation, repeats elements annotation, CDS sequence and peptide sequence of Haplotype B, which is described as the complete large scale loach genome. 2) the genome assembly and gene structure annotation of Haplotype A.
DOI: 10.15468/dl.933fev
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.6696 59.38427,31.25728 59.38427,31.25728 61.79592,30.58835 61.86633,30.06026 61.6727,29.02166 61.10939,28.56398 60.73972,28.6696 59.38427))",
 "TaxonKey is Pulsatilla vernalis (L.) Mill."
 ]
}

 The dataset includes 23 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004479-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9wz95rynt2.2
title: Data for: Decision-making Analysis for Green Roof Layout and Functional Types with Optimal Expected Ecosystem Services Benefits in High-Density Cities: A Case Study in the Central City of Guangzhou, China.

description: Data for: Decision-making Analysis for Green Roof Layout and Functional Types with Optimal Expected Ecosystem Services Benefits in High-Density Cities: A Case Study in the Central City of Guangzhou, China.
We use multi-source spatial data from various websites to evaluate ecosystem services demand in the main city of Guangzhou, China. 
The data includes:
(1)Carbon dioxide (CO₂) emissions. Source: https://edgar.jrc.ec.europa.eu/. Accessed July 25, 2024.
(2)Precipitation. Source: http://www.geodata.cn. Accessed July 19, 2024.
(3)Air Quality Index (AQI). Source: http://www.cnemc.cn/. Accessed July 28, 2024.
(4)Landsat 8 and 9 satellite imagery (30m resolution). Source: https://www.usgs.gov/. Accessed July 24, 2024. 
(5)Digital Elevation Model (DEM). Source: https://www.gscloud.cn/. Accessed July 20, 2024. 
(6)Land cover (30m resolution). Source: http://globeland30.org/home.html. Accessed July 19, 2024.
(7)Road vector data. Source: https://ditu.amap.com/. Accessed July 12, 2024.
(8)Building vector data. Source: https://lbsyun.baidu.com/products/map. Accessed January 8, 2024.
(9)Population Density (100m resolution). Source: https://www.worldpop.org/. Accessed July 10, 2024.
(10)POl vector data. Source: https://ditu.amap.com/. Accessed July 12, 2024.