cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8b3fvc3h3f
title: Quantification of different iron forms in the aceruloplasminemia brain to explore iron-related neurodegeneration

description: Aceruloplasminemia is an ultra-rare neurodegenerative disorder associated with massive brain iron accumulation. It is unknown which molecular forms of iron accumulate in the brain of patients with aceruloplasminemia. As the disease is associated with at least a fivefold increase in brain iron concentration compared to the healthy brain, it offers a unique model to study the role of iron in neurodegeneration and the molecular basis of iron-sensitive MRI contrast. The iron-sensitive MRI metrics inhomogeneous transverse relaxation rate (R2*) and magnetic susceptibility obtained at 7T were combined with Electron Paramagnetic Resonance (EPR) and Superconducting Quantum Interference Device (SQUID) magnetometry to specify and quantify the different iron forms per gram wet-weight in a post-mortem aceruloplasminemia brain, with focus on the basal ganglia, thalamus, red nucleus, dentate nucleus, superior- and middle temporal gyrus and white matter. MRI, EPR and SQUID results that had been previously obtained from the temporal cortex of healthy controls were included for comparison. The brain iron pool in aceruloplasminemia consisted of EPR-detectable Fe3+ ions, magnetic Fe3+ embedded in the core of ferritin and hemosiderin (ferrihydrite-iron), and magnetic Fe3+ embedded in oxidized magnetite/maghemite minerals (maghemite-iron). Of all the studied iron pools, above 90% was made of ferrihydrite-iron, of which concentrations up to 1065 µg/g were detected in the red nucleus. Although deep gray matter structures in the aceruloplasminemia brain were three times richer in ferrihydrite-iron than the temporal cortex, ferrihydrite-iron in the temporal cortex of the patient with aceruloplasminemia was already six times more abundant compared to the healthy situation (162 µg/g vs. 27 µg/g). The concentration of Fe3+ ions and maghemite-iron were 1.7 times higher in the temporal cortex in aceruloplasminemia than in the control subjects. Of the two quantitative MRI metrics, R2* was the most illustrative of the pattern of iron accumulation and returned relaxation rates up to 0.49 ms-1, which were primarily driven by the abundance of ferrihydrite-iron. Maghemite-iron did not follow the spatial distribution of ferrihydrite-iron and did not significantly contribute to MRI contrast in most of the studied regions. Even in extremely iron-loaded cases, iron-related neurodegeneration remains primarily associated with an increase in ferrihydrite-iron, with ferrihydrite-iron being the major determinant of iron-sensitive MRI contrast
DOI: 10.17632/td84tpfygx
title: (Fe70Ni30)80B14Nb4Si2 MANC-Epoxy Composite Tensile Test Data

description: This data provides the failure stresses for tensile tests of single-, five-, and ten-layer (Fe70Ni30)80B14Nb4Si2 MANC-epoxy composite test specimens. When plotted as a Weibull distribution, it can be shown that the Weibull Modulus improves as more layers are laminated together. This result is significant because it shows that laminated MANC composite specimens can survive the fracture of individual layers without inducing specimen failure. Thus, stress-sensitive components such as electric motors made as a laminated stack of MANC ribbons can safely operate at higher speeds than would be inferred from single ribbon data.
DOI: 10.17632/zwcsmw3h76
title: Data for How does CO2 Adsorption Alter Coal Wettability? Implications for CO2 Geo-sequestration

description: S1 is NMR experiment result; S2 and S3 are from Material studio in MD simulaiton; S4 comes from PEFPROP
DOI: 10.17632/rs53vfymmd
title: Tectonic and erosional controls of sediment residence time in small catchments draining an active mountain range: Evidence from uranium comminution age

description: Data tables for "Tectonic and erosional controls of sediment residence time in the eastern Tibetan mountainous catchments revealed by uranium comminution age"

Details regarding the acquisition of the data are provided in associated main article.
DOI: 10.17632/rz5xkvyg44
title: Data for: A robust calibration of the Δ47-T relationship for foraminifers

description: The dataset contains all replicate sample and standard measurements used for this study.
DOI: 10.17632/ws3cdn28n8
title: Harvard Forest CNDD in ECM species 2019

description: To test the strength of density dependence and whether it affects seedling community diversity in a temperate forest, we tracked the survival of seedlings of three ectomycorrhizal-associated species experimentally planted beneath conspecific and heterospecific adults. We compared these results to evidence of CNDD from observed sapling survival patterns of 28 species over approximately 8 years in a 35-hectare forest plot in Massachusetts, USA. We then used the observational sapling survival to compare species-specific estimates of CNDD to mycorrhizal association, shade tolerance, and local abundance. Experimental seedling survival was always lower under conspecific adults, which increased seedling community diversity in one of six treatments. In our observational sapling analysis, we found evidence of significant, negative CNDD in 23 of 28 species. Contrary to our expectations, ectomycorrhizal-associated species generally exhibited stronger (e.g. more negative) CNDD than arbuscular mycorrhizal- associated species. CNDD was also stronger in more shade tolerant species but was not associated with local abundance.
DOI: 10.17632/x2c39mzr4t
title: Dataset for 'Mitochondrial physiology and responses to elevated hydrogen sulphide in two isogenic lineages of an amphibious mangrove fish' by Keri Elise Martin, Suzanne Currie and Nicolas Pichaud

description: Table S1. Data collected for mitochondrial oxygen consumption and mitochondrial ratios measured in permeabilized liver of Rivulus fish (Kryptolebias marmoratus). Table S2. Data collected for enzymatic activities (citrate synthase, CS; and lactate dehydrogenase, LDH) and complex IV maximal capacity measured in Rivulus fish (Kryptolebias marmoratus). Table S3. Data collected for apparent mitochondrial H2S oxidation measured in Rivulus fish (Kryptolebias marmoratus). Table S4. Data collected for mitochondrial respiration inhibition by H2S measured in Rivulus fish (Kryptolebias marmoratus). Table S5. Data collected for Complex IV inhibition by H2S measured in Rivulus fish (Kryptolebias marmoratus).
DOI: 10.17632/nh2c5t3vf9
title: GeoStoryTelling

description: Database created for replication of GeoStoryTelling.
Our life stories evolve in specific and contextualized places. Although our homes may be our primarily shaping environment, our homes are themselves situated in neighborhoods that expose us to the immediate “real world” outside home. Indeed, the places where we are currently experiencing, and have experienced life, play a fundamental role in gaining a deeper and more nuanced understanding of our beliefs, fears, perceptions of the world, and even our prospects of social mobility. Despite the immediate impact of the places where we experience life in reaching a better understanding of our life stories, to date most qualitative and mixed methods researchers forego the analytic and elucidating power that geo-contextualizing our narratives bring to social and health research. From this view then, most research findings and conclusions may have been ignoring the spatial contexts that most likely have shaped the experiences of research participants. The main reason for the underuse of these geo-contextualized stories is the requirement of specialized training in geographical information systems and/or computer and statistical programming along with the absence of cost-free and user-friendly geo-visualization tools that may allow non-GIS experts to benefit from geo-contextualized outputs. To address this gap, we present GeoStoryTelling, an analytic framework and user-friendly, cost-free, multi-platform software that enables researchers to visualize their geo-contextualized data narratives. The use of this software (available in Mac and Windows operative systems) does not require users to learn GIS nor computer programming to obtain state-of-the-art, and visually appealing maps. In addition to providing a toy database to fully replicate the outputs presented, we detail the process that researchers need to follow to build their own databases without the need of specialized external software nor hardware. We show how the resulting HTML outputs are capable of integrating a variety of multi-media inputs (i.e., text, image, videos, sound recordings/music, and hyperlinks to other websites) to provide further context to the geo-located stories we are sharing (example https://cutt.ly/k7X9tfN). Accordingly, the goals of this paper are to describe the components of the methodology, the steps to construct the database, and to provide unrestricted access to the software tool, along with a toy dataset so that researchers may interact first-hand with GeoStoryTelling and fully replicate the outputs discussed herein. Since GeoStoryTelling relied on OpenStreetMap its applications may be used worldwide, thus strengthening its potential reach to the mixed methods and qualitative scientific communities, regardless of location around the world.
Keywords: Geographical Information Systems; Interactive Visualizations; Data StoryTelling; Mixed Methods & Qualitative Research Methodologies; Spatial Data Science; Geo-Computation.
DOI: 10.17632/5pgnn2ff72
title: Data for: Natural Gamma-ray Spectroscopy (NGS) as a Proxy for the Distribution of Clay Minerals and Bitumen in the Cretaceous McMurray Formation, Alberta, Canada.

description: Whole rock mineralogy by XRD Clay Mineralogy by XRD Cation Exchange Capacity, Elemental data, K, U, Th yields from core scanning, C, K, U, Th yields from field trial
DOI: 10.17632/jt96j3htfj
title: Grain size of friction stir welded AA6061 sheets (100 x 75 x 3 mm) 

description: In this version, we share the experimental data of friction stir welded aluminum sheets and their quality evaluation by determining the grain size at the nugget zone. Following are the details of the experiment:

(1) Base material: Aluminum alloy, AA6061. Sheet dimension: 100 x 75 x 3 mm
(2) Welding is performed on the as-received sheets
(3) Welding machine: Vertical Milling Machine (BFW, VF 3.5)
(4) Welding parameters: Tool rotational speed, Welding speed, and Tool tilt angle 
(5) Weld characterization: (a) Specimen cut from weld: 25 mm × 10 mm, (b) Polishing, (c) Microscopic imaging, and (d) Line intercept method to calculate grain size
DOI: 10.17632/n2k5bdzcf2
title: Spiritual Leadership and Teacher Burnout

description: This study investigated the impact of principals' spiritual leadership styles on teacher burnout in special education schools in Türkiye.
DOI: 10.17632/kmwvth442s
title: Data Set for Solar Energy Generation Data Interpolation
DOI: 10.17632/k3tmdhfz2x
title: The complete mitogenome of the abalone, Haliotis asinina (Gastropoda, Haliotidae) from Malaysia

description: The complete mitochondrial genome of the tropical abalone, Haliotis asinina is sequenced and analyzed for the first time. The mitogenome is 16399 base pairs (bp) in length and contains 13 protein coding genes (PCGs), 2 ribosomal RNA (rRNA) genes and 22 transfer RNA (tRNA) genes. The arrangement and orientation of genes compared with 10 available Haliotis mitogenomes were found to be identical. Phylogenetic analysis was conducted to assess their evolutionary relationships. The phylogenetic tree shows that H. asinina is closely related to H. ovina, H. diversicolor, H. varia, H. rubra and H. tuberculata. The genetic information gleaned from this study will be invaluable for the further studies of H. asinina.
DOI: 10.17632/y29jvmpycv
title: Journal of Methodology of Social Sciences and Humanities; No.86

description: Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-
DOI: 10.17632/3bpy8prhkz
title: New insights into the surface-ocean dynamics of the Northeastern Atlantic Ocean across the Marine Isotope Stage 7 by Singh and Singh, 2024

description: Here, we present high-resolution planktic foraminiferal proxies combined with ANN based-SST and IRD records from IODP Site U1385 (), SW Iberian Margin for the intervals representing MIS 8 deglaciation, MIS 7 interglacial complex and MIS 6 glacial inception. The long-term SST pattern is modulated by insolation and precession parameters across the MIS 7 interglacial complex and is superimposed by the millennial-scale variability (stadials at ~250, ~243, ~230, ~221, ~203, ~196 and ~192 ka). The regional SST records indicate high temperature gradient (~6 °C) between the sub-polar North Atlantic Ocean and the SW Iberian Margin during MIS 7d which enhanced the moisture transport from mid-to-high latitudes. Further, low obliquity with low insolation induced cooling at high latitudes and promoted the expansion of ice-sheets during MIS 7d. Comparison of our faunal proxies with the published marine and terrestrial records from SW Europe and western Mediterranean Sea suggested a weakening and southward shift of Azores High pressure system, similar to the present-day (-) NAO-like atmospheric configuration during the early phases of MIS 7e, MIS 7c and MIS 7a, resulting reduced surface productivity of SW Iberian Margin. During the late phases of MIS 7e, MIS 7c and MIS 7a, the Azores High pressure system strengthened and shifted northward causing the intensification of the trade winds, a scenario similar to present-day (+) NAO-like atmospheric configuration, which resulted in high surface productivity of SW Iberian Margin.
DOI: 10.17632/hvnd4m89pp
title: Experimental Models of Drug Metabolism and Distribution in Drug Design and Development

description: Drug discovery and development involve the utilization of in vitro and in vivo experimental models. Different models, ranging from test tube experiments to cell cultures, animals, healthy human subjects, and even small numbers of patients that are involved in clinical trials, are used at different stages of drug discovery and development for determination of efficacy and safety. The proper selection and applications of correct models, as well as appropriate data interpretation, are critically important in decision making and successful advancement of drug candidates. In this review, we discuss strategies in the applications of both in vitro and in vivo experimental models of drug metabolism and disposition
DOI: 10.17632/y3m8xm6kfk
title: Linearly extruded, tapered, twisted, and tapered and twisted cantilever beam datasets with static and dynamic finite element analysis results

description: These datasets consist of cantilever beams that were extruded from randomly generated cross-sections with various twist angles and taper ratios over a length of 600mm. Each data point consists of a beam .BREP, .STEP, and .STL file, grayscale cross-section images, cross-section vertices, extrude length, twist angle (for twisted beams), FEA loadcase for static analysis, beam volume, second moment (moment of inertia), matrix of inertia. Each beam underwent two COMSOL finite element analyses: static analysis and frequency analysis. From the static analysis each data point includes volume maximum total displacement, displacement field, and principal stress. From the frequency analysis each data point includes the first three eigenfrequencies (Hz) as well as the corresponding quality factor for the eigenvalue, angular frequency (rad/s), total stored energy (J), and the number of degrees of freedom. The data set was generated to train a convolutional neural network (CNN) to predict finite element analysis FEA outcomes.

Dataset Overview:
SlenderBeamDS: 17501 linearly extruded beams
TwistedBeamDS: 17501 30-degree twisted beams
LinearDS: 5001 linearly extruded beams*
TA50DS: 5001 beams with a 50% taper*
TW15DS: 5001 15-degree twisted beams*
TW15TA50DS: 5001 15-degree twisted beams with a 50% taper*
TW30TA50DS: 5001 30-degree twisted beams with a 50% taper*
*generated from the first 0-5000 datapoints of the TwistedBeamDS

All datasets share the following specifications:
Extrusion Length: 600mm
Radius Range: 24-63
Vertices Range: 3-30
Min. Volume From Pixel Accuracy: +/- 5%

For additional dataset specific specifications see Dataset_Table.xlsx.

File structure
---------------
<dataset_name>/0
├── body.brep
├── body.step
├── body.stl
├── img
│   ├── img_agrayscale_128.jpg
│   ├── img_agrayscale_32.jpg
│   ├── img_agrayscale_48.jpg
│   ├── img_agrayscale_64.jpg
│   ├── img_agrayscale_96.jpg
│   ├── img_bw.jpg
│   ├── img_cbw.jpg
│   └── img_grayscale.jpg
├── label
│   ├── curlDisplacement.npy
│   ├── displacementFieldmm.npy
│   ├── ef1.npy
│   ├── ef2.npy
│   ├── ef3.npy
│   ├── empf1.npy
│   ├── empf2.npy
│   ├── empf3.npy
│   ├── MatrixOfInertia.npy
│   ├── npf1.npy
│   ├── npf2.npy
│   ├── npf3.npy
│   ├── principalStrain.npy
│   ├── secondMoment.npy
│   ├── totalDisplacementmm.npy
│   ├── totalVonMises.npy
│   └── volume.npy
└── numbers
    ├── extrude_length.npy
    ├── FEAloadCase.npy
    ├── taper_ratio.npy^
    ├── twist_angle.npy^
    └── verts.npy

^these files are not present in TwistedBeamDS and SlenderBeamDS

File Type Description:
.brep → Open CASCADE 3D model format
.step → Standard for the Exchange of Product Data ISO Standard 3D model format
.STL → standrd triangulated mesh file format
.jpg → standard compressed image format
.npy → NumPy array file (including dtype and shape information)
DOI: 10.17632/z53s5dtgpb
title: RRMLFAFP

description: A robust and resilience machine learning for forecasting agri-food production
DOI: 10.21233/7v2d-j778
title: ANIM6 pollen surface sample dataset

description: Raw data for the ANIM6 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/tsfk9sj5yx
title: The Role of Cognitive Dysfunction and Health Literacy on the Quality of Life in Cancer Survivors

description: Background: In the field of community mental health, quality of life is one of the most important aspects of caring for cancer survivors.  Considering that cognitive impairment and cancer health literacy affect daily activity, work capacity, participation, personal well-being and overall quality of life of cancer survivors, a comprehensive plan for caring for cancer survivors can be developed so that their lives can continue after high quality recovery..
Methods: With a descriptive correlational design, of 350 cancer survivors from cancer survivors from Shahid Beheshti University of medical (shohaday Tajrish Hospital) who had completed at least one year of their last treatment at the end of 2021 voluntarily online and in person.  They answered the Cognitive Failure Questionnaire (Broadbent, et. al., 1982), the cancer health literacy Test (CHLT-30) (Dumenci, et. al,. 2014)  and the Quality of life in adult cancer survivors (QLACS) (Avis. et. al., 2005). 
Results: Data analysis with Pearson correlation showed a negative relationship between cognitive dysfunction and quality of life, so that path analysis showed that 25% of quality of life is explained by cognitive dysfunction and cancer health literacy is not correlated with and does not predict the quality of life of cancer survivors
.Conclusions: According to the findings, the optimization of cognitive functions after treatment was emphasized in order to increase the quality of life of cancer survivors.
Keywords: health literacy, Cognitive Dysfunction, Quality of Life, Cancer Survivors
DOI: 10.17632/ppx5hyfchh
title: Mass Spectrometry of lacrimal gland adenoid cystic carcinoma and normal lacrimal gland

description: Mass spectrometry of lacrimal gland adenoid cystic carcinoma and normal lacrimal gland. Raw data file and analyzed files.
DOI: 10.6084/m9.figshare.27122907.v2
title: <b>Differentially Expressed Genes between 1mM L-DOPA-fed and sucrose-fed </b><b><i>A. gambiae</i></b><b> female mosquitoes.</b>Differentially Expressed Genes between 1mM L-DOPA-fed and sucrose-fed A. gambiae female mosquitoes

description: Dataset RNAseq
DOI: 10.6084/m9.figshare.1202228.v2
title: Molecular phylogeny of Acanthochitonina (Mollusca: Polyplacophora: Chitonida): three new mitochondrial genomes, rearranged gene orders and systematics

description: Few molecular studies have addressed the phylogenetic relationships within Acanthochitonina. Here, we use high-throughput sequencing to determine three mitochondrial genomes of Acanthochitonina. We further explore phylogenetic relationships with expanded taxon sampling based on mitochondrial and nuclear sequence data. Phylogenetic analyses recover two major lineages roughly corresponding to Cryptoplacoidea and Mopalioidea, but the necessity of reassigning multiple genera challenges their conventional definition and that of the families Mopaliidae, Schizoplacidae and Lepidochitonidae. Two mitogenomes share a gene rearrangement that might represent a synapomorphy for Lepidochitonidae. Our phylogenetic results support the reinterpretation of certain morphological characters as homologous, previously assumed to be convergent. They further reveal that major Acanthochitonina lineages were restricted to particular ocean basins, where they diverged into endemisms with disparate morphology. Our results are corroborated by morphological and biogeographical evidence and contribute toward resolving the phylogenetic relationships of Acanthochitonina, and highlight the need for further phylogenetic and systematic studies.
DOI: 10.17632/2cypcmcxx4
title: Identifying the drivers of microbial communities’ changes and interactions in polluted coastal sediments

description: Descriptive data including sampling location and region, sediment grain size, contamination and disturbance level, and numerical data including distance from shore and sampling depth, sediment and bottom water layer temperature, water salinity, sediment pH, redox potential and total organic carbon. Data was obtained for 67 surface sediment samples collected in four areas in the northern Adriatic (Croatia): port of Pula (mark PU), port of Rijeka (mark RI), Raša Bay (mark RA), Bakar Bay (mark BA), and three in the southern Adriatic (Croatia): Šibenik Bay (mark SI), eastern part of Kaštela Bay - Vranjic Basin (mark VR), and port of Split (mark ST) as well as in reference areas: Cape Kamenjak (mark CK), Zlarin Island (mark CZ) and Vis Island (mark CV).