cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/f4xs3mg56c.1
title: Experimental Dataset on Evaluation of the Abrasion Resistance of Polymer Concrete Using Colloidal Nano-Silica and Nano-Alumina Solutions

description: Abrasion is a major cause of reduced durability in hydraulic concrete structures, resulting from surface wear due to high-velocity water flows carrying suspended solid particles. The extent of damage depends on factors such as particle properties, flow velocity, and concrete quality. Recent studies indicate that polymer admixtures and nanomaterials can significantly enhance concrete’s resistance to abrasion. This study examines the combined effects of colloidal nano-silica and nano-alumina solutions with styrene–butadiene rubber (SBR) polymer latex on concrete abrasion performance. Concrete specimens containing 0%, 5%, 10%, and 15% SBR were prepared and tested using the ASTM C1138 abrasion method. Nano-solutions were applied to the surface by spraying, and steel shot was used to simulate abrasive suspended solids. Abrasion depth and time-dependent wear behavior were evaluated over four hours. Results showed that increasing nano-particle content reduced abrasion rate and wear depth, improving surface resistance. Nano-silica performed better than nano-alumina. Abrasion resistance increased with SBR content up to 10%, but higher dosages reduced performance due to increased porosity from air-entraining effects. These results suggest that surface-applied nano-solutions combined with optimal polymer dosage effectively enhance concrete durability in aggressive hydraulic environments.
DOI: 10.17632/zgxnz5zm3k
title: Sliding-layer sign on dynamic dermoscopy for pilomatricoma

description: The sliding-layer sign is a dynamic dermoscopic finding in which the epidermis glides over the dermal and subepidermal tissues when gentle pressure and slight rotational movements are applied with the dermatoscope.
DOI: 10.17632/zgxnz5zm3k.1
title: Sliding-layer sign on dynamic dermoscopy for pilomatricoma

description: The sliding-layer sign is a dynamic dermoscopic finding in which the epidermis glides over the dermal and subepidermal tissues when gentle pressure and slight rotational movements are applied with the dermatoscope.
DOI: 10.17632/c6f2b7mx9t
title: UAV Dataset for Automated Road Surface Degradation Detection in Real-World Conditions

description: The RoadAnomaly-YOLO Dataset is a curated collection of 11,024 high-resolution RGB images (640×640 px) designed for road surface anomaly detection using deep learning. The images were captured using UAVs (drones) and ground-based cameras across diverse urban and rural environments, under varying lighting and weather conditions.

Each image is annotated using YOLO-format bounding boxes, enabling immediate integration with YOLOv5/YOLOv8/Ultralytics training pipelines etc. Anomalies may appear once or multiple times per image.

Dataset Statistics

⦁ Total images: 11,024
⦁ Split:
⦁ Train: 8,306 images
⦁ Validation: 2,012 images
⦁ Test: 706 images
⦁ Image resolution: 640 × 640 px (uniform)
⦁ Image type: RGB (JPEG/PNG)
⦁ Annotation format: YOLO TXT (class_id x_center y_center width height)

Classes Included

The dataset covers eight road anomaly categories, widely used in pavement inspection research:

⦁ Alligator Cracking
⦁ Longitudinal Crack
⦁ Transverse Crack
⦁ Rutting
⦁ Pothole
⦁ Stripping
⦁ Raveling
⦁ Bleeding

These anomalies were manually annotated using bounding boxes.

Purpose and Applications

The dataset is intended to support:

⦁ UAV-based road condition monitoring
⦁ Intelligent transportation systems
⦁ Automated maintenance planning
⦁ Object detection model training (YOLO, Faster R-CNN, RetinaNet, etc.)
⦁ Benchmarking and academic research

It enables both training and real-time inference for detecting pavement distresses in real-world environments.
DOI: 10.17632/c6f2b7mx9t.1
title: UAV Dataset for Automated Road Surface Degradation Detection in Real-World Conditions

description: The RoadAnomaly-YOLO Dataset is a curated collection of 11,024 high-resolution RGB images (640×640 px) designed for road surface anomaly detection using deep learning. The images were captured using UAVs (drones) and ground-based cameras across diverse urban and rural environments, under varying lighting and weather conditions.

Each image is annotated using YOLO-format bounding boxes, enabling immediate integration with YOLOv5/YOLOv8/Ultralytics training pipelines etc. Anomalies may appear once or multiple times per image.

Dataset Statistics

⦁ Total images: 11,024
⦁ Split:
⦁ Train: 8,306 images
⦁ Validation: 2,012 images
⦁ Test: 706 images
⦁ Image resolution: 640 × 640 px (uniform)
⦁ Image type: RGB (JPEG/PNG)
⦁ Annotation format: YOLO TXT (class_id x_center y_center width height)

Classes Included

The dataset covers eight road anomaly categories, widely used in pavement inspection research:

⦁ Alligator Cracking
⦁ Longitudinal Crack
⦁ Transverse Crack
⦁ Rutting
⦁ Pothole
⦁ Stripping
⦁ Raveling
⦁ Bleeding

These anomalies were manually annotated using bounding boxes.

Purpose and Applications

The dataset is intended to support:

⦁ UAV-based road condition monitoring
⦁ Intelligent transportation systems
⦁ Automated maintenance planning
⦁ Object detection model training (YOLO, Faster R-CNN, RetinaNet, etc.)
⦁ Benchmarking and academic research

It enables both training and real-time inference for detecting pavement distresses in real-world environments.
DOI: 10.17632/237rk69x2p.1
title: Particles’ mass relationship to the square of the magnetic flux quantum, and the Quarks at the three energy levels within the Baryons.

description: The motivation for investigating the issues presented in this article stemmed from a discovery that resulted from using the magnetic flux quantum, that combine the Planck's constant and the Elementary charge. It led to a new relationship between the combined expressions, it reviled that the mass of the electron is associated with the magnitude of the square of the magnetic flux quantum. Also, It revile a novel significance of the vacuum permittivity constant (in SI units), that relies also on an analogy to the kinetic theory of gases. By using the concept of the nucleus motion around the center of mass shared with the electron in the Hydrogen atom, along with defineing the orbital angular momentum of the proton at the trajectory around the center of mass, yield a velocity of the proton at this trajectory, and also a new physical constant which fulfill a similar role like the fine structure constant. The new constant yield results for the proton and neutron masses and their radii. 
 Another aspect presented in a briefly way, demonstrates the connection between the square of the magnetic flux quantum through the Bohr radius that provides a novel significance of the wave function in the atom. 
 This paper presents also a new perspective on the internal structure of the proton and neutron with their quarks, and on the origin of the weak force bosons associated with this internal structure. The proton, neutron and all baryons consist of two energy levels on which the Up and Down quarks are in orbit, and a third energy level that equal to ~ 80 [Gev], that plays a central role in the decay process via the weak force. The results are in full accordance with the results published by NIST CODATA 2018 that I’ve used, validating the results.
DOI: 10.17632/std5c599zh.1
title: Pleiotropic effects of the milk somatic cell transcriptome associated with feed efficiency and immunity in Holstein dairy cows_Supplementary Material

description: This is the supplementary date to accompany the manuscript titled Pleiotropic effects of the milk somatic cell transcriptome associated with feed efficiency and immunity in Holstein dairy cows. 

Supplementary Table 1: Descriptive statistics of samples sent for sequencing analysis with their corresponding animal ID, DIM statistics and RFI 
Supplementary Table 2: Genomic coordinates of the 36 differentially expressed genes in the milk somatic cells of 39 Holstein dairy cows for QTL analysis
Supplementary Table 3: Previously annotated QTL within the genomic regions of the list of 36 differentially expressed genes from the milk somatic cells of 39 Holstein dairy cows 
Supplementary Table 4: Significantly enriched QTL within the genomic regions of the list of 36 differentially expressed genes from the milk somatic cells of 39 Holstein dairy cows
DOI: 10.17632/4htj97yvyt
title: GBL

description: Gamebased Learning Data
DOI: 10.17632/4htj97yvyt.1
title: GBL

description: Gamebased Learning Data
DOI: 10.17632/jm67zdr78k
title: Data and code associated with: Conspecific cueing or cooperative feeding? – Foraging stable flies are visually attracted to conspecific flies

description: This dataset is a supplement to the article "Conspecific cueing or cooperative feeding? – Foraging stable flies are visually attracted to conspecific flies". The study used laboratory two-choice behavioural bioassays to investigate the responses of foraging stable flies to landing sites with and without conspecific flies, heterospecific flies, or artificial fly decoys present.

Article Abstract:
"Stable flies, Stomoxys calcitrans, blood-feed daily on livestock hosts. The presence of conspecific flies on host animals may signify host suitability (‘conspecific cueing’) or may signal density-dependent feeding benefits (‘Allee effects’). However, stable flies captured on sticky traps reportedly render traps less attractive to conspecifics. We investigated whether this deterrent effect is context-dependent, and whether host-foraging stable flies are attracted to, rather than deterred by, conspecifics. In two-choice laboratory bioassays, we offered food-deprived, CO2-stimulated stable flies a choice between paired landing platforms that were baited or not (control) with conspecific flies (‘bait flies’). The presence of bait flies – irrespective of their abundance, sex, or relative position on the platform – prompted attraction and landing of foraging flies. Even heterospecific flies and fly-look-alike decoys were attractive, provided they visually resembled stable flies. As shown in separate bioassays, chemical cues of bait flies on their own were not attractive to foraging flies. Our data suggest that foraging stable flies may aggregate on hosts. There are multiple prospective reasons for aggregated blood-feeding to be selected for. Conspecifics on a host animal may indicate the presence of a suitable feeding resource, and group-feeding may help suppress immune responses of host animals."

This dataset contains:

#---"Cage and Room Bioassays"---
Data files, R scripts, output graphs (prior to graphical editing using Inkscape; .pdf files), and edited graphs (.png files) for the behavioral cage and room bioassay experiments.

#---"Olfactometer Bioassays"---
Data files, R scripts, output graphs (prior to graphical editing using Inkscape; .pdf files), and edited graphs (.png files) for the behavioral olfactometer bioassay experiments.

#---"Spectroscopy"---
Reflectance measurement data files, R script, output graph (prior to graphical editing using Inkscape; .pdf file), and edited graph (.png file) used to generate Figure S2.

Additional files:
"All Figures.svg" - spread page containing all edited graphs, schematic diagrams, and their graphical assets (used for graphical editing in Inkscape).
"Stable Fly, Lab Bioassays.Rproj" - R project file.

Analyses were performed in Rstudio [R version 4.3.1 (2023-06-16 ucrt) "Beagle Scouts"; RStudio version 2023.12.1+402 "Ocean Storm" Release]
DOI: 10.17632/jm67zdr78k.1
title: Data and code associated with: Conspecific cueing or cooperative feeding? – Foraging stable flies are visually attracted to conspecific flies

description: This dataset is a supplement to the article "Conspecific cueing or cooperative feeding? – Foraging stable flies are visually attracted to conspecific flies". The study used laboratory two-choice behavioural bioassays to investigate the responses of foraging stable flies to landing sites with and without conspecific flies, heterospecific flies, or artificial fly decoys present.

Article Abstract:
"Stable flies, Stomoxys calcitrans, blood-feed daily on livestock hosts. The presence of conspecific flies on host animals may signify host suitability (‘conspecific cueing’) or may signal density-dependent feeding benefits (‘Allee effects’). However, stable flies captured on sticky traps reportedly render traps less attractive to conspecifics. We investigated whether this deterrent effect is context-dependent, and whether host-foraging stable flies are attracted to, rather than deterred by, conspecifics. In two-choice laboratory bioassays, we offered food-deprived, CO2-stimulated stable flies a choice between paired landing platforms that were baited or not (control) with conspecific flies (‘bait flies’). The presence of bait flies – irrespective of their abundance, sex, or relative position on the platform – prompted attraction and landing of foraging flies. Even heterospecific flies and fly-look-alike decoys were attractive, provided they visually resembled stable flies. As shown in separate bioassays, chemical cues of bait flies on their own were not attractive to foraging flies. Our data suggest that foraging stable flies may aggregate on hosts. There are multiple prospective reasons for aggregated blood-feeding to be selected for. Conspecifics on a host animal may indicate the presence of a suitable feeding resource, and group-feeding may help suppress immune responses of host animals."

This dataset contains:

#---"Cage and Room Bioassays"---
Data files, R scripts, output graphs (prior to graphical editing using Inkscape; .pdf files), and edited graphs (.png files) for the behavioral cage and room bioassay experiments.

#---"Olfactometer Bioassays"---
Data files, R scripts, output graphs (prior to graphical editing using Inkscape; .pdf files), and edited graphs (.png files) for the behavioral olfactometer bioassay experiments.

#---"Spectroscopy"---
Reflectance measurement data files, R script, output graph (prior to graphical editing using Inkscape; .pdf file), and edited graph (.png file) used to generate Figure S2.

Additional files:
"All Figures.svg" - spread page containing all edited graphs, schematic diagrams, and their graphical assets (used for graphical editing in Inkscape).
"Stable Fly, Lab Bioassays.Rproj" - R project file.

Analyses were performed in Rstudio [R version 4.3.1 (2023-06-16 ucrt) "Beagle Scouts"; RStudio version 2023.12.1+402 "Ocean Storm" Release]
DOI: 10.17632/k6m9kdggnt
title: EEG data and questionnaire data for the blind
DOI: 10.17632/k6m9kdggnt.1
title: EEG data and questionnaire data for the blind
DOI: 10.17632/6z5s726nks
title: Phase-specific nitrogen and carbon isotopes reveal progressive marine oxygenation during the early Great Ordovician Biodiversification Event

description: This dataset compiles high-resolution chemos tratigraphic records from the Early Ordovician interval of LCD1 drill core on the North Chian Block. It includes carbonate content, total organic carbontal nitrogen, carbon and oxygen isotopes, bulk-rock nitrogen isotopes, and silicatebound nitrogen abundance and isotopic composition,complemented by biogenic silica and Al-normalized trace-elementratios(Cu/Al, Ba/Al, Ni/Al) as nutrient/productivity=related proxies.
DOI: 10.34740/kaggle/dsv/14287167
title: Egypt Gold Prices | Daily Updated
DOI: 10.17632/6z5s726nks.1
title: Phase-specific nitrogen and carbon isotopes reveal progressive marine oxygenation during the early Great Ordovician Biodiversification Event

description: This dataset compiles high-resolution chemos tratigraphic records from the Early Ordovician interval of LCD1 drill core on the North Chian Block. It includes carbonate content, total organic carbontal nitrogen, carbon and oxygen isotopes, bulk-rock nitrogen isotopes, and silicatebound nitrogen abundance and isotopic composition,complemented by biogenic silica and Al-normalized trace-elementratios(Cu/Al, Ba/Al, Ni/Al) as nutrient/productivity=related proxies.
DOI: 10.15468/mr6quz
title: Thladiantha longipedicellata (Cucurbitaceae), a new species from Guangxi, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Xie, Gao, Qin, Ying, Huang, Yu-Song, Guo, Jing, Liu, Yan (2022): Thladiantha longipedicellata (Cucurbitaceae), a new species from Guangxi, China. Phytotaxa 548 (1): 113-118, DOI: 10.11646/phytotaxa.548.1.11AbstractThladiantha longipedicellata, a new species of Cucurbitaceae, is described and illustrated from a gorge in southwestern Guangxi, China. It is similar to T. cordifolia and T. grandisepala in its imbricate bracts in the male inflorescence, but it can be chiefly distinguished from both species by having vestigial leaves, longer peduncles and pedicels in the male inflorescence, the shape of male inflorescence, the texture of fruit and female styles split to the base. A character table to distinguish the new species from morphologically similar species as well as color plates for comparison are provided.
DOI: 10.17632/xrxr8w8d9s
title: Can place-based digital policy drive corporate digital technology innovation? Evidence from China

description: Data, code, and rendme files for Economic Modelling
DOI: 10.17632/xrxr8w8d9s.1
title: Can place-based digital policy drive corporate digital technology innovation? Evidence from China

description: Data, code, and rendme files for Economic Modelling
DOI: 10.17632/mk7p2ryv5p
title: Engineered Akkermansia muciniphila extracellular vesicles for targeted delivery of miR-21-5p alleviate postmenopausal osteoporosis via PI3K-AKT pathway

description: Osteoporosis (OP) is a common metabolic bone disease marked by decreased bone density and impaired bone structure. Conventional therapeutic strategies for OP restricted due to their non-specific targeting and long-term toxicity. Leveraging the gut-bone axis, we developed an engineered bacterial extracellular vesicle (BEV) delivery system derived from probiotic Akkermansia muciniphila (AKK). These BEVs were engineered with a bone-targeting peptide (SDSSD) to generate BT-AKK-EVs. Through miRNA sequencing and functional experiments, we identified miR-21-5p as a pivotal effector molecule enriched within AKK-EVs. Mechanistically, BT-AKK-EVs delivered miR-21-5p to promoting osteogenic differentiation while simultaneously inhibiting osteoclastogenesis via activation of the PI3K-AKT signaling pathway. Systemic administration of BT-AKK-EVs in ovariectomized mice resulted in their robust accumulation in bone tissues, significantly alleviating bone loss. This study establishes engineered probiotic BEVs as a safe and efficient platform for targeted bone therapy and elucidates a concrete molecular mechanism of gut-bone communication through vesicle-packaged miRNA, offering a transformative strategy for treating metabolic bone disorders.
DOI: 10.15468/xtfyyu
title: A New Species of Air-breathing Catfish (Clariidae: Clarias) from Salonga National Park, Democratic Republic of the Congo

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bernt, Maxwell J., Stiassny, Melanie L. J. (2022): A New Species of Air-breathing Catfish (Clariidae: Clarias) from Salonga National Park, Democratic Republic of the Congo. American Museum Novitates 2022 (3990): 1-20, DOI: 10.1206/3990.1, URL: https://bioone.org/journals/american-museum-novitates/volume-2022/issue-3990/3990.1/A-New-Species-of-Air-Breathing-Catfish-Clariidae--Clarias/10.1206/3990.1.fullABSTRACTA new species of air-breathing catfish, Clarias monsembulai, is described from Congo River tributaries within and bordering the Salonga National Park (Democratic Republic of the Congo). The new taxon is recognized by its exceptionally long, white barbels, which lend a superficial resemblance to Clarias buthupogon, from which it differs in characters of the cleithrum and pigmentation patterning. We suggest placement of this species into the subgenus Clarioides but note the current dearth of morphological data to unite members of this group. We additionally discuss the validity of the subspecies Clarias angolensis macronema.
DOI: 10.17632/mk7p2ryv5p.1
title: Engineered Akkermansia muciniphila extracellular vesicles for targeted delivery of miR-21-5p alleviate postmenopausal osteoporosis via PI3K-AKT pathway

description: Osteoporosis (OP) is a common metabolic bone disease marked by decreased bone density and impaired bone structure. Conventional therapeutic strategies for OP restricted due to their non-specific targeting and long-term toxicity. Leveraging the gut-bone axis, we developed an engineered bacterial extracellular vesicle (BEV) delivery system derived from probiotic Akkermansia muciniphila (AKK). These BEVs were engineered with a bone-targeting peptide (SDSSD) to generate BT-AKK-EVs. Through miRNA sequencing and functional experiments, we identified miR-21-5p as a pivotal effector molecule enriched within AKK-EVs. Mechanistically, BT-AKK-EVs delivered miR-21-5p to promoting osteogenic differentiation while simultaneously inhibiting osteoclastogenesis via activation of the PI3K-AKT signaling pathway. Systemic administration of BT-AKK-EVs in ovariectomized mice resulted in their robust accumulation in bone tissues, significantly alleviating bone loss. This study establishes engineered probiotic BEVs as a safe and efficient platform for targeted bone therapy and elucidates a concrete molecular mechanism of gut-bone communication through vesicle-packaged miRNA, offering a transformative strategy for treating metabolic bone disorders.
DOI: 10.17632/dvpn3txv2v
title: Expression of miRNAs and their underlying mechanisms in Diffuse axonal injury

description: Expression of miRNAs in Diffuse axonal injury
DOI: 10.15468/rzckks
title: Safagamyces marinus gen. et sp. nov. (Halosphaeriaceae, Sordariomycetes) from Red Sea mangroves, Egypt

description: This dataset contains the digitized treatments in Plazi based on the original journal article Bakhit, Mahmoud S., Abdel-Wahab, Mohamed A. (2022): Safagamyces marinus gen. et sp. nov. (Halosphaeriaceae, Sordariomycetes) from Red Sea mangroves, Egypt. Phytotaxa 568 (2): 221-229, DOI: 10.11646/phytotaxa.568.2.7, URL: http://dx.doi.org/10.11646/phytotaxa.568.2.7AbstractSafagamyces marinus gen. et sp. nov. was recorded from decaying stem of Phragmites australis inside Safaga mangrove is described and illustrated in this article. Phylogenetic analyses of SSU and LSU rDNA sequences dataset placed the new fungus as a distinct branch basal to a node that contains the three asexual marine genera: Cirrenalia, Cucurbitinus and Pseudolignincola in the family Halosphaeriaceae. The fungus is characterized by straight or slightly curved, branched, smooth, 2-6 septate conidia and the sympodial conidial proliferation. Conidial cells increase in size and pigmentation from hyaline at the base to dark-brown at the apex. The new taxon is compared with other asexual fungi in Halosphaeriaceae.Key Words: Ascomycetes, asexual fungi, intertidal fungi, molecular phylogeny
DOI: 10.17632/dvpn3txv2v.1
title: Expression of miRNAs and their underlying mechanisms in Diffuse axonal injury

description: Expression of miRNAs in Diffuse axonal injury
DOI: 10.17632/snsxc9dhmh
title: Soil microbial sequence data of alpine grassland in southwest Tibetan Plateau

description: Soil samples were collected from 90 sites around southwest alpine plateau of China
DOI: 10.17632/snsxc9dhmh.1
title: Soil microbial sequence data of alpine grassland in southwest Tibetan Plateau

description: Soil samples were collected from 90 sites around southwest alpine plateau of China
DOI: 10.17632/ynr34jvrf9
title: Data: Dynamic impacts of uncertainties and market panic on green bond market volatility

description: Dataset used in the empirical analysis.
DOI: 10.17632/ynr34jvrf9.1
title: Data: Dynamic impacts of uncertainties and market panic on green bond market volatility

description: Dataset used in the empirical analysis.