cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9pg8rf3s6c.1
title: Dataset on the Interactions and Evolution of Soil-Plant-Microbial Dynamics in the Ecological Restoration of Mineral Black Clay Covered Dump

description: In the feasibility study on using mineral black clay to replace surface soil for ecological restoration of an open-pit mining dump, various bioremediation methods were applied to assess their impact. These included a single biological treatment group (S-ERB), a three-time biological treatment group (F-ERB), and a control group (N-ERB). The study aimed to examine how different frequencies of bioremediation influenced the effectiveness of black clay in ecological restoration. Observations were made on the diversity and distribution of surface vegetation across the different treatment areas, differences in soil nutrient structures were analyzed, and the microbial community structure and metabolomics characteristics were compared among the treatment groups.
DOI: 10.17632/6wf6ttc72x.1
title: Immunotherapy-associated lichen planus pemphigoides successfully treated with intravenous immune globulin – Two illustrative cases

description: Supplemental materials
DOI: 10.17632/8pk4wmv9jj.1
title: Data User QRIS Adoption in West Java, Indonesia

description: The data represent the business owners in West Java, Indonesia regarding to QRIS Adoption
DOI: 10.17632/zy7ywfcdjr.1
title: BLUE-ANTIFOULING: SUSTAINABLE INNOVATION AGAINST BIOFOULING IN NAVAL EQUIPMENT

description: Seaweed is a natural source of alginate, a substance composed of alginic acid units and calcium ions,
known for its gelling capacity. This material induces self-association, forming stable micelles that create a
hydrated layer on the surfaces of vessels, providing resistance to biofouling. The hydrogel can be
crosslinked through physical mixing or by combining hydrophilic and hydrophobic polymers, based on the
principles of ecological chemistry. Blue-antifouling represents an innovation in its applicability, being a
high-performance non-biocidal product that uses hydrodynamic principles to prevent biofouling in
submerged structures. In addition, monitoring macroalgae bloom areas can boost the promotion of the
bioeconomy, contributing to the advancement of research in the areas of Marine Science and Technology.
DOI: 10.17632/zy7ywfcdjr.2
title: BLUE-ANTIFOULING: SUSTAINABLE INNOVATION AGAINST BIOFOULING IN NAVAL EQUIPMENT

description: Seaweed is a natural source of alginate, a substance composed of alginic acid units and calcium ions,
known for its gelling capacity. This material induces self-association, forming stable micelles that create a
hydrated layer on the surfaces of vessels, providing resistance to biofouling. The hydrogel can be
crosslinked through physical mixing or by combining hydrophilic and hydrophobic polymers, based on the
principles of ecological chemistry. Blue-antifouling represents an innovation in its applicability, being a
high-performance non-biocidal product that uses hydrodynamic principles to prevent biofouling in
submerged structures. In addition, monitoring macroalgae bloom areas can boost the promotion of the
bioeconomy, contributing to the advancement of research in the areas of Marine Science and Technology.
DOI: 10.17632/g9f8yj3v3c.1
title: Gestão Ambiental Empresarial Estrutura, Implementação e Melhoria Contínua

description: Gestão Ambiental Empresarial
Estrutura, Implementação e Melhoria Contínua
DOI: 10.17632/7fhftzz5tz.1
title: Surroundings impact on terpene stability in terpene-infused pre-rolled cones: the role of temperature, humidity, and light exposure

description: Terpene-infusion on pre-rolled cone paper is performed to enhance the flavor of the product related to herbal cigarettes. However, the high volatility of terpene causing its content lost from the product before reaching consumers. The loss of terpene could be attributed to the improper storage environmental condition. This data set contain the degradation data points that depicted the rate of terpene loss due to several environmental factors, including humidity, lux intensity, and temperature.
DOI: 10.17632/vy4zh5ssdy.1
title: customer concentration and corporate digital innovation

description: We selected A-share listed companies on the Shanghai and Shenzhen stock exchanges in the period 2015–2022 as the initial sample. We sourced patent data from the State Intellectual Property Office of China and obtained customer concentration and corporate financial data from the CSMAR financial database. We applied the following exclusion criteria: (1) financial sector companies, including banks, securities, and insurance, due to the special nature of the sector’s accounting treatment; (2) companies in digital technology-intensive industries, such as information transmission, software, and information technology services; (3) companies with special treatment status; and (4) companies with missing financial data. We ultimately obtained 19,985 firm-year observations. To mitigate outliers’ influence, continuous variables were winsorized at the 1% level at both tails.
DOI: 10.17632/cv4sw7vc7z.1
title: Identification and validation of the shared pathways and common biomarker in diabetes and osteoarthritis

description: Epidemiological studies suggest a potential link between osteoarthritis (OA) and diabetes mellitus (DM) despite unclear molecular mechanisms.A greater understanding of the mechanisms that link OA and DM is needed to identify therapeutic targets in diabetic individuals who develop OA.In our study, we found 142 genes that are affected by both diseases. PTEN and GATA3 are excellent diagnostic markers for both OA and DM.With increasing glucose levels, PTEN expression increased and GATA3 expression decreased in chondrocytes.The provided data consists of article images that are associated with the original dataset.
DOI: 10.17632/cv4sw7vc7z.2
title: Identification the common biomarker and shared pathways in DM and OA

description: This data is the raw data for an article exploring the mechanisms of comorbidity in osteoarthritis and diabetes.
DOI: 10.17632/xxhyppt7bp.1
title: Detrital zircon U-Pb dating and whole-rock geochemical analysis

description: Detrital zircon U-Pb dating of Nanduan Formation (Quartz sandstone and Phyllite) in the western Yunnan, China. U-Pb dating and trace element analysis of zircon (22CYY0823-01a, 22CYY0823-01b and 22MLY0828-04) were simultaneously conducted by LA-ICP-MS at the Wuhan SampleSolution Analytical Technology Co., Ltd., Wuhan, China. Detailed operating conditions for the laser ablation system and the ICP-MS instrument and data reduction are the same as description by Zong et al. (2017). Laser sampling was performed using a GeolasPro laser ablation system that consists of a COMPexPro 102 ArF excimer laser (wavelength of 193 nm and maximum energy of 200 mJ) and a MicroLas optical system. An Agilent 7900 ICP-MS instrument was used to acquire ion-signal intensities. Helium was applied as a carrier gas. Argon was used as the make-up gas and mixed with the carrier gas via a T-connector before entering the ICP. A “wire” signal smoothing device is included in this laser ablation system (Hu et al., 2015). Zircon 91500 and glass NIST610 were used as external standards for U-Pb dating and trace element calibration, respectively. Each analysis incorporated a background acquisition of approximately 20-30 s followed by 50 s of data acquisition from the sample. An Excel-based software ICPMSDataCal was used to perform off-line selection and integration of background and analyzed signals, time-drift correction and quantitative calibration for trace element analysis and U-Pb dating (Liu et al., 2008; Liu et al., 2010). Concordia diagrams and weighted mean calculations were made using Isoplot/Ex_ver3 (Ludwig, 2003).
U-Pb dating analysis of zircon (YN16007) were analyzed using an Aglient-7500a quadrupole inductively coupled plasma mass spectrometry coupled with a New Wave SS UP193 laser sampler (LA-ICP-MS) for U-Pb isotope at the Elemental Geochemistry Lab of Institute of Earth Sciences, China University of Geosciences, Beijing.
Trace element analysis of whole rock was conducted on Agilent 7700e ICP-MS at the Wuhan SampleSolution Analytical Technology Co., Ltd., Wuhan, China. The detailed sample-digesting procedure was as follows: (1) Sample powder (200 mesh) were placed in an oven at 105 ℃ for drying of 12 hours; (2) 50 mg sample powder was accurately weighed and placed in a Teflon bomb; (3) 1 ml HNO3 and 1 ml HF were slowly added into the Teflon bomb; (4) Teflon bomb was putted in a stainless steel pressure jacket and heated to 190 ℃ in an oven for &gt;24 hours; (5) After cooling, the Teflon bomb was opened and placed on a hotplate at 140 ℃ and evaporated to incipient dryness, and then 1 ml HNO3 was added and evaporated to dryness again; (6) 1 ml of HNO3, 1 ml of MQ water and 1 ml internal standard solution of 1ppm In were added, and the Teflon bomb was resealed and placed in the oven at 190 ℃ for &gt;12 hours; (7) The final solution was transferred to a polyethylene bottle and diluted to 100 g by the addition of 2% HNO3.
DOI: 10.17632/xgzgpk9475.1
title: Regular physical activity affects brain activities

description: Regular physical activity affects brain activities
DOI: 10.17632/6r6gh3b4s2.1
title: Bicycle Sharing - Post Adoption Intentions

description: This study explores the post-adoption intentions of users regarding dockless bicycle-sharing services by integrating the Innovation Diffusion Theory (IDT) and Innovation Resistance Theory (IRT). The primary research hypotheses are that various factors (such as compatibility, de-ownership orientation, image barriers, value barriers, usage barriers, perceived scarcity risk, and risk barriers) influence self-efficacy, which in turn affects users' continued use intentions (CUI) and recommendation intentions (RI) of dockless bike-sharing services. 
Data for this study was collected via a web-based survey conducted in China’s first and second-tier cities, using the Questionnaire Star platform, China's largest survey tool. A total of 358 respondents participated, representing diverse demographic and cultural backgrounds. The survey included questions on compatibility, de-ownership orientation, perceived barriers (such as value, image, and usage barriers), perceived scarcity risk, and self-efficacy related to using dockless bike-sharing services. Participants were also asked about their intentions to continue using and recommending these services.
The data was analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM), a robust method for examining complex relationships between latent variables. PLS-SEM was chosen due to its suitability for exploratory research in less-studied areas, such as bicycle-sharing practices. The analysis proceeded in two stages: first, evaluating the measurement model for reliability and validity, and second, examining the structural model to assess relationships between latent variables.

The study finds that self-efficacy is a critical factor in the continued use and recommendation of dockless bike-sharing services. Positive influences on self-efficacy include the service's compatibility with users' lifestyles and a de-ownership orientation, while negative influences include perceived scarcity, usage barriers, and value concerns. Interestingly, concerns about social status (image barriers) can also enhance self-efficacy if addressed effectively. The data suggests that service providers should focus on improving compatibility, promoting the benefits of de-ownership, ensuring bike availability, and reducing practical barriers. For urban planners, creating supportive environments with dedicated infrastructure and policies can further foster adoption and sustained use of bike-sharing services.
DOI: 10.15468/dl.2c836w
title: Occurrence Download

description: A dataset containing 2158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Month is November",
 "TaxonKey is Grus grus (Linnaeus, 1758)",
 "Year 2022-2024"
 ]
}

 The dataset includes 2158 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009992-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v3hna
title: Occurrence Download

description: A dataset containing 1218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sibirionetta formosa (Georgi, 1775)",
 "Year 2015-2024"
 ]
}

 The dataset includes 1218 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009993-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/db2ddkhwg9.1
title: RD Image Dataset for OTHR Interference Detection

description: This dataset is used for the interference detection in high frequency over-the-horizon (OTH) radar, especially the sky-wave mode. The range-Doppler (RD) grey images are categorized into three types, i.e. the radio frequency interference (RFI), the transient interference (TSI), and no interference (NoI). Two databases are included. The simulated database is constructed based on signal models of interference, clutter and noise. The real database is constructed based on real data from OTH radars. The in classifier design, the simulated database is mainly used as the training set, while the real data is used as the test set.
DOI: 10.17632/db2ddkhwg9.2
title: RD Image Dataset for OTHR Interference Detection

description: This dataset is used for the interference detection in high frequency over-the-horizon (OTH) radar, especially the sky-wave mode. The range-Doppler (RD) grey images are categorized into three types, i.e. the radio frequency interference (RFI), the transient interference (TSI), and no interference (NoI). These RD images are simulated based on signal models of interference, clutter and noise.
DOI: 10.17632/y67cvs49zy.1
title: Study on Sulfate Resistance Durability of High Volume Recycled Aggregate Concrete Solidified by Soil Solidification Rock

description: Concrete incorporating soil solidification rock (SSR) and recycled aggregates offers a viable solution to mitigate the depletion of natural aggregate resources and to decrease carbon emissions associated with cement production. Concrete, however, is susceptible to degradation when exposed to severe environmental conditions, such as sulfate attacks, during its service life. The objective of this dissertation is to assess the durability of SSR-cured high-performance recycled aggregate concrete (RAC) materials under sulfate attack. The RAC is formulated by integrating cement-silica fume reinforcement with recycled aggregates (RCA) as a substitute for natural aggregates and SSR as a substitute for Type P.O. 42.5 cement. Sulfate resistance of the soil-consolidated high-admixture RAC was investigated through sulfate dry and wet cycling tests, supplemented by scanning electron microscopy (SEM), X-ray diffraction (XRD), and Fourier transform infrared spectroscopy (FTIR). The study reveals that an increase in RCA content correlates with a reduction in sulfate erosion resistance; however, the interaction between cement-silica fume and the recycled aggregate surface enhances the formation of Calcium-Silicate-Hydrate (C-S-H) gel, thereby improving the surface integrity of RCA and sealing the pores and cracks, significantly enhancing sulfate durability. The findings demonstrate that as the concentration of soil coagulant is increased from 9% to 15%, the sulfate resistance of RAC improves, as evidenced by a 18% increase in the Kf lift-off value and a 1.38% reduction in mass loss rate. SEM analysis reveals that the TR-100-12 concrete exhibits a complete C-S-H gel matrix, with the cement-silica fume treatment reducing surface porosity and minimizing interfacial transition zones between the mortar and aggregate, resulting in a denser structure. XRD and FTIR analyses suggest that sulfate exposure leads to an increase in gypsum content and a decrease in calcite content within the concrete matrix.
DOI: 10.17632/fsxf7mx8y4.1
title: Supplemental data for gastrointestinal comorbidities in acne vulgaris patients: a population-based retrospective study

description: Supplemental data for gastrointestinal comorbidities in acne vulgaris patients: a population-based retrospective study
DOI: 10.17632/hdvpmrvf8f.1
title: Code for predicting the residual strength of CFRP laminates subjected to lightning strikes using a machine learning approach.

description: Due to the complex and uncertain physics of lightning strike on carbon fiber-reinforced polymer (CFRP) laminates, conventional numerical simulation methods for assessing the residual strength of lightning-damaged CFRP laminates are highly time-consuming and far from pretty. To overcome these challenges, this study proposes a new prediction method for residual strength of CFRP laminates based on machine learning. A diverse dataset is gained and augmented from photographs of lightning strike damage areas, C-scan images, mechanical performance data, layup details, and lightning current parameters. Original lightning strike images, preprocesses with the Sobel operator for edge enhancement, are fed into a UNet neural network using four channels to detect damaged areas. These identified areas, along with lightning parameters and layup details, are inputs for a neural network predicting the damage depth in CFRP laminates. Due to its close relation to residual strength, damage depth is then used to estimate the residual strength of lightning damaged CFRP laminate. The effectiveness of current method is confirmed with the mean Intersection over Union (mIoU) achieving over 93% for damage identification, the Mean Absolute Error (MAE) and the Mean Relative Error (MRE) reducing to 5.4% for damage depth prediction and 7.6% for residual strength prediction, respectively.
DOI: 10.17632/7hp3gg9yz8.1
title: Dataset to: Understanding acoustic indices as multi-taxa biodiversity and habitat quality indicators Abstract

description: Acoustic monitoring captures the sound of nature, revealing biodiversity patterns and underlying drivers. Reflecting spectral, temporal, and amplitude variation, acoustic indices are increasingly used to analyse obtained recordings. Recent studies, however, show inconsistent performance of acoustic indices as biodiversity indicators. We develop a conceptual framework on what acoustic indices reflect, including sound sources as well as their direct and indirect drivers. We test our framework using recordings from six land-use types and old growth forest sites in north-eastern Madagascar.
DOI: 10.5281/zenodo.13739309
title: Elbing Hof-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.13737380
title: B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests

description: We provide the data and online Appendix for the paper "B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests". 

File list:



Appendix.pdf: including the proofs for the theorems in our paper.

data.zip: including datasets and generated code solutions/test cases used for our replicated package, which is available at https://github.com/ZJU-CTAG/B4.
DOI: 10.5281/zenodo.13739345
title: Erbach Hof-Apotheke

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.17632/9c5y7bh8m8.1
title: Controllable retinal image synthesis using conditional StyleGAN and latent space manipulation for improved diagnosis and grading of diabetic retinopathy

description: This research leverages ConditionalStyleGAN to generate synthetic fundus images, which are then used to enhance the performance of a retinopathy grading classifier across various scenarios. The pretrained ConditionalStyleGAN model is located in the "CStyleGAN" folder.

Our findings indicate that the best results for the grading classifier are achieved when it is initially pretrained with synthetic images and subsequently fine-tuned with real images. Detailed results, including all images used in training, the trained model, and the code to reproduce the results, are available in the "4.3.2. DR Severity Grading" folder.

Another aspect of this research involves using a SeFa-based algorithm to manipulate images by removing lesions. These manipulated images are then utilized to train a diabetic retinopathy detection classifier. The model used by the SeFa algorithm is stored in the "SeFa-based Manipulation" folder. This model is a `.pth` version of the `.pkl` model produced by ConditionalStyleGAN.

The best results for the diabetic retinopathy detection classifier are documented in the "4.3.3. DR Detection" folder. This folder contains the trained model, images, and the code necessary to reproduce the results presented in this research.

All code is implemented using the Fastai library, and the folder organization is structured according to the code requirements.
DOI: 10.15468/dl.r8n4rn
title: Occurrence Download

description: A dataset containing 1012054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Salmo salar Linnaeus, 1758"
 ]
}

 The dataset includes 1012054 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009973-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wdyj2
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Month is November",
 "TaxonKey is Grus grus (Linnaeus, 1758)",
 "Year 2022-2024"
 ]
}

 The dataset includes 103 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009994-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8zgbk52s8v.1
title: Churriana_BMP_FUNGBAC_22

description: Next generation sequencing
DOI: 10.17632/c3r4cttjbb.1
title: Raw data

description: Numerical raw data and unprocessed immunoblots
DOI: 10.17632/mz9hgt4p6z.1
title: Supplementary Data

description: Research purposes.