cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/dt03-bb73
title: Parkes observations for project P1180 semester 2023APRS_02

description: We propose to carry out broadband follow-up observations of two new pulsars discovered in the ongoing SMART pulsar survey. PSR J1357-2530 is actually a re-discovery, but was originally reported in the literature with an incorrect name and discrepant dispersion measure, and no accurate position or timing solution available. PSR J0452-3418 is a new discovery from the SMART survey, with a spin period of 1.665 s and dispersion measure of $19.6\,pc\,cm^{-3}$. PSR J1357-2530 likely belongs to the rare class of low-luminosity, steep-spectrum pulsars; a class of pulsars that make up ~2% of the currently-known population of long-period pulsars. As such, understanding their emission and spectral properties is vital for developing a more comprehensive picture of the Galactic population of pulsars, and to make meaningful forecasts for the detectable population of pulsars in future low-frequency surveys, including those planned with SKA-Low. Follow-up of both pulsars is under way, using MWA archival data and targeted observations with the uGMRT (300-750 MHz). Parkes (Murriyang) observations will enable us to extend the frequency coverage to GHz frequencies, allowing us to investigate their pulse profile structure and single-pulse phenomenology in detail, including their frequency dependence.
DOI: 10.21227/b82j-sy57
title: Real-world Wireless Communication Dataset: IEEE 802.11ax, LTE, and 5G-NR Signals

description: This dataset presents a collection of real-world RF signals encompassing three prominent wireless communication technologies: Wi-Fi (IEEE 802.11ax), LTE, and 5G. The data aims to facilitate advanced research in spectrum analysis, interference identification, and wireless communication optimization. The signals were meticulously captured under varying conditions to ensure a broad representation of real-world scenarios, including different modulation schemes, channel conditions, and data rates. This diverse collection serves as a benchmark for developers, researchers, and industry professionals striving to understand, compare, and innovate within the domains of IEEE 802.11ax, LTE, and 5G. Potential applications range from algorithm development for signal processing, interference mitigation, signal classification, and so on.
DOI: 10.5281/zenodo.8410046
title: datos curso uca

description: Los datos y codigos usado en la uca
DOI: 10.5281/zenodo.8410045
title: datos curso uca

description: Los datos y codigos usado en la uca
DOI: 10.5281/zenodo.8398464
title: The Object Detection for Olfactory References (ODOR) Dataset.

description: Real-world applications of computer vision in the humanities require algorithms to be robust against artistic abstraction, peripheral objects, and subtle differences between fine-grained target classes. Existing datasets provide instance-level<br> annotations on artworks but are generally biased towards the image centre and limited with regard to detailed object classes. The proposed ODOR dataset fills this gap, offering 38,116 object-level annotations across 4,712 images, spanning an extensive set of 139 fine-grained categories. Conducting a statistical analysis, we showcase challenging dataset properties, such as a detailed set of categories, dense and overlapping objects, and spatial distribution over the whole image canvas. Furthermore, we provide an extensive baseline analysis for object detection models and highlight the challenging properties of the dataset through a set of secondary studies. Inspiring further research on artwork object detection and broader visual cultural heritage studies, the dataset challenges researchers to explore the intersection of object recognition and smell perception. <strong>How to use</strong> The annotations are provided in COCO JSON format. To represent the two-level hierarchy of the object classes, we make use of the supercategory field in the categories array as defined by COCO. In addition to the object-level annotations, we provide an additional CSV file with image-level metadata, which includes content-related fields, such as Iconclass codes [72 , 73]) or image<br> descriptions, as well as formal annotations, such as artist, license, or creation year. For the sake of license compliance, we do not publish the images directly (although most of the images are public domain). Instead, we provide links to their source collections in the metadata file (meta.csv) and a python script to download the artwork images (download_images.py).
DOI: 10.5281/zenodo.8398463
title: The Object Detection for Olfactory References (ODOR) Dataset.

description: Real-world applications of computer vision in the humanities require algorithms to be robust against artistic abstraction, peripheral objects, and subtle differences between fine-grained target classes. Existing datasets provide instance-level<br> annotations on artworks but are generally biased towards the image centre and limited with regard to detailed object classes. The proposed ODOR dataset fills this gap, offering 38,116 object-level annotations across 4,712 images, spanning an extensive set of 139 fine-grained categories. Conducting a statistical analysis, we showcase challenging dataset properties, such as a detailed set of categories, dense and overlapping objects, and spatial distribution over the whole image canvas. Furthermore, we provide an extensive baseline analysis for object detection models and highlight the challenging properties of the dataset through a set of secondary studies. Inspiring further research on artwork object detection and broader visual cultural heritage studies, the dataset challenges researchers to explore the intersection of object recognition and smell perception. <strong>How to use</strong> The annotations are provided in COCO JSON format. To represent the two-level hierarchy of the object classes, we make use of the supercategory field in the categories array as defined by COCO. In addition to the object-level annotations, we provide an additional CSV file with image-level metadata, which includes content-related fields, such as Iconclass codes [72 , 73]) or image<br> descriptions, as well as formal annotations, such as artist, license, or creation year. For the sake of license compliance, we do not publish the images directly (although most of the images are public domain). Instead, we provide links to their source collections in the metadata file (meta.csv) and a python script to download the artwork images (download_images.py).
DOI: 10.5281/zenodo.8409940
title: LOFAR Interferometric Dataset

description: This dataset represents the output snapshot images (from the WSClean software) of solar type III radio bursts observed by the LOFAR/LBA instrument (max. baseline around 76 km) on April 3, 2019, between 12:15 - 12:45 UT.<br> Reference to the paper
DOI: 10.5281/zenodo.8409941
title: LOFAR Interferometric Dataset

description: This dataset represents the output snapshot images (from the WSClean software) of solar type III radio bursts observed by the LOFAR/LBA instrument (max. baseline around 76 km) on April 3, 2019, between 12:15 - 12:45 UT.<br> Reference to the paper
DOI: 10.22008/fk2/3vzspo/hscdc2
title: G100_Ussuit_67V2_ N_400dpi.tif
DOI: 10.22008/fk2/3vzspo
title: Geological map of Greenland, 1:100 000, Ussuit 67 V.2 Nord

description: Geologisk kort over Grønland / Geological map of Greenland - 1:100 000, central West Greenland, Ipiutaarsuup Nunaa
DOI: 10.22008/fk2/3vzspo/8xwdpn
title: G100_Ussuit_67V2_ N_400dpi.pdf
DOI: 10.6084/m9.figshare.24049641
title: Adaptability to Eccentric Exercise Training is Diminished with Age in Female Mice: Supplementary File 1. Differentially expressed genes lists

description: Supplementary File 1. Differentially expressed genes <br>
DOI: 10.6084/m9.figshare.24049641.v1
title: Adaptability to Eccentric Exercise Training is Diminished with Age in Female Mice: Supplementary File 1. Differentially expressed genes lists

description: Supplementary File 1. Differentially expressed genes <br>
DOI: 10.6084/m9.figshare.21864103
title: Primary minerals and mantle peridotites in Late Cretaceous ophiolites of Iran: a review

description: Several Mesozoic ophiolites in Iran formed in response to Late Cretaceous subduction initiation. Here we review the geology, petrography, mineralogy and geochemistry of mantle rocks from the Nain, Neyriz, Khoy, Esfandagheh and Fannuj ophiolites. They are remnants of Neo-Tethys ocean lithosphere formed during subduction initiation and were emplaced onto the southern flank of Eurasia. Most show SSZ-type geochemical affinity. We summarize the composition of mantle sections from these five representatives, which comprise lherzolites and harzburgites with minor dunite lenses and sometimes chromitites. Spinels in lherzolite from all regions are characterized by low chromium number [Cr# = Cr/(Al + Cr)] of 0.09 to 0.56 and plot in the abyssal peridotite field, whereas spinel in harzburgite and dunite-chromitite have Cr# of 0.41 to 0.73 and 0.45 to 0.86, respectively, showing geochemical affinities with forearc peridotites and boninites, respectively. Lherzolites and harzburgites have low rare earth element (REE) contents and experienced around 15% and 25% partial melting, respectively. Ophiolitic peridotites from the Nain (inner Zagros ophiolitic belt), Khoy, and Neyriz (outer Zagros ophiolitic belt) complexes are depleted in light REE and show flat heavy REE patterns. By contrast, peridotites from the Fannuj (Makran ophiolitic zone) and Esfandagheh (outer Zagros ophiolitic belt) complexes are characterized by flatter and U-shaped REE patterns, respectively, similar to those of SSZ peridotites. Based on the compositions of olivine and spinel, we infer that chromitites and their dunite envelopes experienced wider variations in oxygen fugacity (<i>f</i>O<sub>2</sub>), equilibrium temperatures, and spinel Cr# values than those of the surrounding lherzolites and harzburgites, suggesting interaction between residual mantle harzburgites and H<sub>2</sub>O-rich and highly oxidized SSZ melts. Lherzolites from all regions and harzburgites of Nain, Neyriz and Fannuj are MOR-type peridotites that plot in the overlapping space of MOR peridotites and were generated in an extensional environment. These are forearc peridotites that were in equilibrium with tholeiitic melts generated during early proto-forearc or back-arc spreading during subduction initiation, whereas spinels of dunites and high-Cr chromitites were in equilibrium with boninitic melts.
DOI: 10.6084/m9.figshare.21864103.v2
title: Primary minerals and mantle peridotites in Late Cretaceous ophiolites of Iran: a review

description: Several Mesozoic ophiolites in Iran formed in response to Late Cretaceous subduction initiation. Here we review the geology, petrography, mineralogy and geochemistry of mantle rocks from the Nain, Neyriz, Khoy, Esfandagheh and Fannuj ophiolites. They are remnants of Neo-Tethys ocean lithosphere formed during subduction initiation and were emplaced onto the southern flank of Eurasia. Most show SSZ-type geochemical affinity. We summarize the composition of mantle sections from these five representatives, which comprise lherzolites and harzburgites with minor dunite lenses and sometimes chromitites. Spinels in lherzolite from all regions are characterized by low chromium number [Cr# = Cr/(Al + Cr)] of 0.09 to 0.56 and plot in the abyssal peridotite field, whereas spinel in harzburgite and dunite-chromitite have Cr# of 0.41 to 0.73 and 0.45 to 0.86, respectively, showing geochemical affinities with forearc peridotites and boninites, respectively. Lherzolites and harzburgites have low rare earth element (REE) contents and experienced around 15% and 25% partial melting, respectively. Ophiolitic peridotites from the Nain (inner Zagros ophiolitic belt), Khoy, and Neyriz (outer Zagros ophiolitic belt) complexes are depleted in light REE and show flat heavy REE patterns. By contrast, peridotites from the Fannuj (Makran ophiolitic zone) and Esfandagheh (outer Zagros ophiolitic belt) complexes are characterized by flatter and U-shaped REE patterns, respectively, similar to those of SSZ peridotites. Based on the compositions of olivine and spinel, we infer that chromitites and their dunite envelopes experienced wider variations in oxygen fugacity (<i>f</i>O<sub>2</sub>), equilibrium temperatures, and spinel Cr# values than those of the surrounding lherzolites and harzburgites, suggesting interaction between residual mantle harzburgites and H<sub>2</sub>O-rich and highly oxidized SSZ melts. Lherzolites from all regions and harzburgites of Nain, Neyriz and Fannuj are MOR-type peridotites that plot in the overlapping space of MOR peridotites and were generated in an extensional environment. These are forearc peridotites that were in equilibrium with tholeiitic melts generated during early proto-forearc or back-arc spreading during subduction initiation, whereas spinels of dunites and high-Cr chromitites were in equilibrium with boninitic melts.
DOI: 10.6084/m9.figshare.21864103.v1
title: Primary minerals and mantle peridotites in late cretaceous ophiolites of Iran: a review

description: Several Mesozoic ophiolites in Iran formed in response to Late Cretaceous subduction initiation. Here we review the geology, petrography, mineralogy and geochemistry of mantle rocks from the Nain, Neyriz, Khoy, Esfandagheh and Fannuj ophiolites. They are remnants of Neo-Tethys ocean lithosphere formed during subduction initiation and were emplaced onto the southern flank of Eurasia. Most show SSZ-type geochemical affinity. We summarize the composition of mantle sections from these five representatives, which comprise lherzolites and harzburgites with minor dunite lenses and sometimes chromitites. Spinels in lherzolite from all regions are characterized by low chromium number [Cr# = Cr/(Al + Cr)] of 0.09 to 0.56 and plot in the abyssal peridotite field, whereas spinel in harzburgite and dunite-chromitite have Cr# of 0.41 to 0.73 and 0.45 to 0.86, respectively, showing geochemical affinities with forearc peridotites and boninites, respectively. Lherzolites and harzburgites have low rare earth element (REE) contents and experienced around 15% and 25% partial melting, respectively. Ophiolitic peridotites from the Nain (inner Zagros ophiolitic belt), Khoy, and Neyriz (outer Zagros ophiolitic belt) complexes are depleted in light REE and show flat heavy REE patterns. By contrast, peridotites from the Fannuj (Makran ophiolitic zone) and Esfandagheh (outer Zagros ophiolitic belt) complexes are characterized by flatter and U-shaped REE patterns, respectively, similar to those of SSZ peridotites. Based on the compositions of olivine and spinel, we infer that chromitites and their dunite envelopes experienced wider variations in oxygen fugacity (<i>f</i>O<sub>2</sub>), equilibrium temperatures, and spinel Cr# values than those of the surrounding lherzolites and harzburgites, suggesting interaction between residual mantle harzburgites and H<sub>2</sub>O-rich and highly oxidized SSZ melts. Lherzolites from all regions and harzburgites of Nain, Neyriz and Fannuj are MOR-type peridotites that plot in the overlapping space of MOR peridotites and were generated in an extensional environment. These are forearc peridotites that were in equilibrium with tholeiitic melts generated during early proto-forearc or back-arc spreading during subduction initiation, whereas spinels of dunites and high-Cr chromitites were in equilibrium with boninitic melts.
DOI: 10.5281/zenodo.8409917
title: Data: Harnessing the Potential of Citrus natsudaidai: An Attractant for Melanotus senilis Larvae

description: Numerical data regarding the research on <em>Melanotus senilis</em> larvae gathered in <em>Citrus natsudaidai</em>.
DOI: 10.5281/zenodo.8409916
title: Data: Harnessing the Potential of Citrus natsudaidai: An Attractant for Melanotus senilis Larvae

description: Numerical data regarding the research on <em>Melanotus senilis</em> larvae gathered in <em>Citrus natsudaidai</em>.
DOI: 10.23729/d035e678-d641-44f5-9840-d37dc73af762
title: St. Olaf’s Church, Kalanti

description: There are two sets of medieval paintings in the St Olaf's Church (built 1430–1450) in Kalanti (Varsinais-Suomi). The floral vines, birds and human characters in the sacristy are from the decade of 1450. The paintings of the main hall belong to the Taivassalo group and date around the year 1470. The paintings in the vaults and on the upper walls as well as some of the paintings in the porch have survived. Among the motifs are floral vines and other ornamental patterns of the nature, saints with images of donators, intercessors of humankind -motif on the east wall as well as some hybrid creatures. In the porch there are fragments of morality motifs. Among the paintings is also the signature of the master painter "petr henrss pictor"
description: Kalannin (Varsinais-Suomi) Pyhän Olavin kirkossa (rakennettu 1430–1450) on kaksi sarjaa keskiaikaisia ​​maalauksia. Sakastin kukkaköynnökset, linnut ja ihmishahmot ovat vuodelta 1450. Runkohuoneen maalaukset kuuluvat Taivassalon ryhmään ja ovat noin vuodelta 1470. Maalaukset holveissa ja seinien yläosissa sekä joitakin asehuoneen maalauksista ovat säilyneet. Motiivien joukossa on kukkaköynnöksiä ja muita luonnonaiheisia koristekuvioita, pyhimys- ja lahjoittajakuvia, ihmiskunnan esirukoilijat -aihe itäseinällä sekä hybridiolentoja ja asehuoneessa moraaliaiheiden katkelmia. Maalausten joukossa on myös maalarimestarin signeeraus "petr henrss pictor".
description: St Olavskyrkan(byggd 1430–1450) i Kalanti (Egentliga Finland) har två uppsättningar av medeltida målningar. Blomrankor, fåglar och människofigurer i sakristia är från 1450. Målningarna i salen tillhör i Taivassalo -gruppen och är från omkring året 1470. Målningarna i valven och väggarnas övre delar samt några av målningarna i vapenhuset är bevarande. Bland motiven finns blomrankor och andra dekorativa mönster med naturtema, helgon- och donatorbilder, mänsklighetens förebedjare -motiv på östra väggen, hybridmotiv och fragment av moraliserande motiv i vapenhuset. Bland målningarna finns också målarmästarens signatur "petr henrss pictor".
DOI: 10.6084/m9.figshare.20141578
title: Quasi-SMILES as a basis to build up models of endpoints for nanomaterials

description: Simplified molecular input-line entry system (SMILES) is a format for representing of the molecular structure. Quasi-SMILES is an extended format for representing molecular structure data and some eclectic data, which in principle could be applied to improve a model's predictive potential. Nano-quantitative structure–property relationships (nano-QSPRs) for energy gap (<i>E<sub>g</sub></i>, eV) of the metals oxide nanoparticles based on the quasi-SMILES give a predictive model for <i>E<sub>g</sub></i>, characterized by the following statistical quality for external validation set n = 22, R<sup>2 </sup>= 0.83, RMSE = 0.267.
DOI: 10.6084/m9.figshare.20141578.v2
title: Quasi-SMILES as a basis to build up models of endpoints for nanomaterials

description: Simplified molecular input-line entry system (SMILES) is a format for representing of the molecular structure. Quasi-SMILES is an extended format for representing molecular structure data and some eclectic data, which in principle could be applied to improve a model's predictive potential. Nano-quantitative structure–property relationships (nano-QSPRs) for energy gap (<i>E<sub>g</sub></i>, eV) of the metals oxide nanoparticles based on the quasi-SMILES give a predictive model for <i>E<sub>g</sub></i>, characterized by the following statistical quality for external validation set n = 22, R<sup>2 </sup>= 0.83, RMSE = 0.267.
DOI: 10.6084/m9.figshare.20101266
title: Low-cost homemade cocktails for enzymatic conversion of sugarcane and cassava bagasses

description: The agricultural industries generate lignocellulosic wastes that can be modified by fungi to generate high value-added products. This work aimed to analyze the efficiency and the cost-effectiveness of the bioconversion of sugarcane and cassava bagasses using low-cost homemade enzymatic cocktails from <i>Aspergillus niger</i> LBM 134. Both bagasses were pretreated with a soft alkaline solution without any loss of polysaccharides. After the hydrolysis, a 28% of conversion to glucose and 42% to xylose were reached in the hydrolysis of sugarcane bagasse while an 80% of saccharification yield, in the hydrolysis of cassava bagasse using the homemade enzymes. Furthermore, a more disorganised surface and no starch granules were observed in the sugarcane and cassava bagasses, respectively. The bioethanol yield from sugarcane and casava bagasses was predicted to be 4.16 mg mL<sup>−1</sup> and 2.57 mg mL<sup>−1</sup>, respectively. A comparison of the cost of the homemade and the commercial enzymes was carried out. Similar hydrolysis percentages were achieved employing any enzyme; however, it was 1000–2000 times less expensive using the homemade cocktails than using the commercial enzymes. Therefore, the cost of obtaining glucose from bagasses was most expensive when applying the commercial enzymes. Moreover, the hydrolysis of the cassava bagasse was most efficient with the homemade cocktails. The importance and novelty of this work lie in the similar performance and the lower cost of the homemade cocktails from the fungus <i>A. niger</i> LBM 134 compared with the commercial enzymes on the hydrolysis of the sugarcane and cassava bagasses.
DOI: 10.6084/m9.figshare.20101266.v2
title: Low-cost homemade cocktails for enzymatic conversion of sugarcane and cassava bagasses

description: The agricultural industries generate lignocellulosic wastes that can be modified by fungi to generate high value-added products. This work aimed to analyze the efficiency and the cost-effectiveness of the bioconversion of sugarcane and cassava bagasses using low-cost homemade enzymatic cocktails from <i>Aspergillus niger</i> LBM 134. Both bagasses were pretreated with a soft alkaline solution without any loss of polysaccharides. After the hydrolysis, a 28% of conversion to glucose and 42% to xylose were reached in the hydrolysis of sugarcane bagasse while an 80% of saccharification yield, in the hydrolysis of cassava bagasse using the homemade enzymes. Furthermore, a more disorganised surface and no starch granules were observed in the sugarcane and cassava bagasses, respectively. The bioethanol yield from sugarcane and casava bagasses was predicted to be 4.16 mg mL<sup>−1</sup> and 2.57 mg mL<sup>−1</sup>, respectively. A comparison of the cost of the homemade and the commercial enzymes was carried out. Similar hydrolysis percentages were achieved employing any enzyme; however, it was 1000–2000 times less expensive using the homemade cocktails than using the commercial enzymes. Therefore, the cost of obtaining glucose from bagasses was most expensive when applying the commercial enzymes. Moreover, the hydrolysis of the cassava bagasse was most efficient with the homemade cocktails. The importance and novelty of this work lie in the similar performance and the lower cost of the homemade cocktails from the fungus <i>A. niger</i> LBM 134 compared with the commercial enzymes on the hydrolysis of the sugarcane and cassava bagasses.
DOI: 10.5519/qd.27b8xel7
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (74294 records)
DOI: 10.5519/qd.gydtai8t
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (256 records)
DOI: 10.6084/m9.figshare.22700062
title: Ocelli Tutorial 3: Human bone marrow (ATAC-seq + Protein Epitopes)

description: Data for Tutorial 3 of Ocelli, available at https://ocelli.readthedocs.io. Includes processed data from the Gene Expression Omnibus under accession number GSE156478 [1]. [1] Mimitou EP, Lareau CA, Chen KY, Zorzetto-Fernandes AL et al. Scalable, multimodal profiling of chromatin accessibility, gene expression and protein levels in single cells. <em>Nat Biotechnol</em> 2021 Oct;39(10):1246-1258.