cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s32pbtc6dx
title: Dataset- Influence of High Intensity Interval Training on Postnatal Depression

description: This dataset consists of the results of the long-term impacts of an 8-week supervised online HIIT intervention on postpartum recovery and mental health, focusing on the severity of postpartum depression symptoms and the connections between physical activity levels during pregnancy and postpartum health outcomes.
DOI: 10.17632/ttjnnjhgww
title: Rivian

description: Happy Monday everyone! 👋
Welcome to the first ever RoboStox newsletter report! If you enjoy this, feel free to forward or share with your friends.


Original Photo: Courtesy Rivian (Creative Commons License: CC BY-SA 4.0)
💵 How They Make Money
On the face of it, Rivian’s core business is pretty simple. They manufacture and sell electric vehicles. Their first 3 vehicle models include: the R1T pickup, the R1S SUV and the electric delivery van (EDV) designed for Amazon.

But the company also plans to add a number of recurring revenue streams including: level 2 autonomous driving software, insurance and telematics, fleet management, and cloud services based on Amazon’s AWS.

📱 Product
So far Rivian’s products have received rave reviews. Motor Trend magazine called Rivian’s R1T model the “most remarkable pickup we’ve ever seen”.

Marques Brownlee (MKBHD), an influential tech reviewer described Rivian as “the most impressive electric truck I have ever seen”. Brownlee has 15.2m subscribers on YouTube and 5.2m Twitter followers.

In the company’s latest letter to shareholders, they reported an increase in the number of pre-orders from 55k to 71k. This shows healthy demand and strong desirability for the product among consumers.

📊 Key Financials
At the time of writing, Rivian was valued at a market cap of $76bn. (Ford is currently worth $98bn).

Generated total revenue of $1m on losses of $82m in Q3 2021.

Raised total of $20bn to date:

$13.7bn in their recent IPO.

$1.2bn in convertible notes.

$5bn in the private markets.

Income Statement: operational losses of $776m in Q3, (up from $289m during the same period last year)

Cash Flow Statement (including capital expenditure on factories etc): negative cash flow of $1.15bn in Q3 (up from $435m last year).

👨 👩 Leadership
Rivian’s CEO is 38-year old R.J. Scaringe. By all accounts he is a car fanatic and dreamed of starting a car company since high school. He completed both his masters and PhD in mechanical engineering from MIT. After graduating he went straight to starting Rivian. He has spent 12 years at the company to date.

In Packy McCormick’s “Not Boring” newsletter he challenges readers to find a “cleaner or more singularly focused” LinkedIn profile.

Prior to the IPO Scaringe successfully raised $5bn in the private markets from many blue chip investors including the pension funds of American Airlines, Costco, L’Oreal, Toyota, and many others.

But, unlike Elon Musk before Tesla, Scaringe does not have a track record of successful exits or starting other companies.

📈 Bull Case
Electric car companies are not judged by the market purely on current revenue and profit. The stock price will be determined primarily on whether it can hit its delivery targets on time.

Rivian has built a strong aspirational brand aimed at the affluent outdoor demographic which could be very lucrative. The 71k pre-orders from consumers backs this up.
DOI: 10.6084/m9.figshare.14615940.v1
title: High-resolution Greenland supraglacial stream network vector datasets

description: This dataset contains Greenland supraglacial stream networks mapped from twenty-seven scenes of very high-resolution panchromatic WorldView-1/2/3 (0.5 m) and Quickbird (0.61 m) satellite imagery acquired during 2009-2015.
DOI: 10.6084/m9.figshare.22187826.v1
title: The Eysenck Personality Questionnaire Revised – Abbreviated (EPQR-A): psychometric properties of the Brazilian Portuguese version

description: Abstract Introduction The Eysenck Personality Questionnaire Revised – Abbreviated (EPQR-A) consists of 24 items for assessment of the three fundamental personality traits (psychoticism, extraversion, and neuroticism) and a validity scale (lie scale). Our objectives were to assess the psychometric properties of a version of this instrument culturally adapted for Brazil. Method 321 participants were recruited using a non-probabilistic method. Results Internal consistencies ranged from minimally acceptable to respectable, except for the psychoticism domain. Higher neuroticism scores were associated with higher depression and anxiety scores, higher extraversion scores were associated with lower levels of depression symptoms, and higher psychoticism scores were associated with higher levels of depression symptoms. Conclusion Our findings describe sustainable psychometric properties for the Brazilian Portuguese version of EPQR-A.
DOI: 10.6084/m9.figshare.9856955.v1
title: STEVE and Picket Fence

description: The dataset contains FORTRAN and executable codes for simulations 3D magnetosphere-ionosphere interactions in the subauroral zone described in the paper "STEVE and the Picket Fence: Evidence of Feedback-Unstable Magnetosphere-Ionosphere Interaction" submitted to GRL in 2019. The dataset also includes data files for initiation of the simulations, and the output 3D field-aligned currents, shown in Figure 2 in that paper.<br>
DOI: 10.6084/m9.figshare.11619897.v1
title: PLD_GAM_Suppl_Mat_revised.docx

description: Glycosylphosphatidylinositol-anchored proteins (GPI-AP) with the complete glycolipid anchor attached have previously been shown to be released from the outer plasma membrane leaflet of rat adipocytes in positive correlation to cell size and blood glucose/insulin levels of the donor rats. Furthermore, they are present in rat and human serum, however, at amounts which are lower in insulin-resistant/obese rats compared to normal ones. These findings prompted further evaluation of the potential of full-length GPI-AP for the prediction and stratification of metabolically deranged states. A comparison of the signatures of horizontal surface acoustic waves which were generated by full-length GPI-AP in course of their specific capture by and subsequent dissociation from a chip-based sensor between those from rat serum and those reconstituted into lipidic structures strongly argues for expression of full-length GPI-AP in serum in micelle-like complexes in concert with phospholipids, lysophospholipids and cholesterol. Both the reconstituted and the rat serum complexes were highly sensitive towards mechanical forces, such as vibration. Furthermore, full-length GPI-AP reconstituted into micelle-like complexes represented efficient substrates for cleavage by serum glycosylphosphatidylinositol-specific phospholipase D (GPI-PLD). These findings raised the possibility that the upregulated release of full-length GPI-AP into micelle-like serum complexes from metabolically deranged cells is compensated by elevated GPI-PLD activity. In fact, serum GPI-PLD activity towards full-length GPI-AP in micelle-like complexes, but not in detergent micelles, was positively correlated to early states of insulin resistance and obesity in genetic and diet-induced rat models as well as to the body weight in humans. Moreover, the differences in the degradation of GPI-AP in micelle-like complexes were found to rely in part on the interaction of serum GPI-PLD with an activating serum factor. These data suggest, that serum GPI-PLD activity measured with GPI-AP in micelle-like complexes is indicative of enhanced release of full-length GPI-AP from relevant tissues into the circulation as a consequence of early metabolic derangement in rats and humans.
DOI: 10.6084/m9.figshare.12162594.v1
title: GTT-1-protein-065.dcd

description: Trajectories dataTrajectories of WW domain
DOI: 10.6084/m9.figshare.7808723.v1
title: Perceived Stress Scale (PSS) Survey.xlsx

description: PSS stress survey for healthcare workers
DOI: 10.17632/8yx5c9rycx
title: Experimental heating of CI chondrite: Empirical constraints on the evolution of micrometeorite O-isotopes during atmospheric entry.

description: Chemical composition and Oxygen isotope data.
DOI: 10.6084/m9.figshare.23585400.v1
title: <strong>Rapid tropicalization evidence of subtidal seaweed assemblages along a coastal transitional zone Dataset</strong>

description: Datasets <strong>Rapid tropicalization evidence of subtidal seaweed assemblages along a coastal transitional zone Dataset</strong> <br> <strong>Authors appreciate acknowledgement when using this data</strong> DOI 10.6084/m9.figshare.23585400 <br>
DOI: 10.6084/m9.figshare.27222753.v2
title: Dataset S1 of Zeng et al. PNAS 2024

description: Raw files of phylogenetic analysis containing protein sequences, alignment results (pre- and post-pruning), and tree files.
DOI: 10.6084/m9.figshare.29066678.v1
title: <b>KAP (Knowledge, Attitudes, and Practices) towards general vaccination of the Lebanese Population Post-COVID-19 infection and vaccination.</b>

description: This study aims to evaluate the knowledge, attitudes, and practices (KAP) regarding routine vaccination in the Lebanese population.A case-control KAP survey was conducted in Lebanon from July to October 2023, analyzing data from 730 participants—277 unvaccinated cases who tested positive for COVID-19 before July 1, 2023, and 453 vaccinated controls with at least one COVID-19 dose.
DOI: 10.6084/m9.figshare.5113945.v4
title: Pinus nigra chorology

description: Distribution map of black pine (<i>Pinus nigra</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.17632/czyftbjx4y
title: Gender, employability

description: Relationshib between gender and employability perception.
DOI: 10.17632/frp6x7xck3
title: Replication Package for “Do Bank CEOs Learn from Banking Crises?”

description: Replication Code and pseudo data for "Do Bank CEOs Learn from Banking Crises" to be published in the Journal of Financial Economics.
DOI: 10.6084/m9.figshare.16862509.v1
title: CAD.csv

description: coronary angiography reports
DOI: 10.6084/m9.figshare.27871401.v1
title: Numerical data used to generate figures and table for the manuscript "Signal transduction pathway mediating carotid body dependent sympathetic activation and hypertension by chronic intermittent hypoxia"

description: Patients with obstructive sleep apnea (OSA) experience chronic intermittent hypoxia (CIH). OSA patients and CIH-treated rodents exhibit overactive sympathetic nervous system and hypertension, mediated through hyperactive carotid body (CB) chemoreflex. Activation of olfactory receptor 78 (Olfr78) by hydrogen sulfide (H<sub>2</sub>S) is implicated in CB activation and sympathetic nerve responses to CIH, but the downstream signaling pathways remain unknown. Given that odorant receptor signaling is coupled to adenylyl cyclase 3 (Adcy3), we hypothesized that Adcy3-dependent cAMP contributes to CB and sympathetic responses to CIH. Our findings show that CIH increases cAMP levels in the CB, a response absent in <i>Adcy3</i>, <i>Cth </i>(encoding CSE), and <i>Olfr78</i> null mice. CBs from <i>Cth </i>and <i>Olfr78</i> mutant mice lacked persulfidation response to CIH, indicating that Adcy3 activation requires Olfr78 activation by H<sub>2</sub>S in CIH. CIH also enhanced glomus cell Ca<sup>2+</sup> influx, an effect absent in <i>Cnga2</i> (encoding cyclic nucleotide gated channel alpha2 subunit) and <i>Adcy3</i> mutants, suggesting that CIH-induced cAMP mediates enhanced Ca<sup>2+</sup> responses through cyclic nucleotide-gated channels. Furthermore, <i>Adcy3</i> null mice did not exhibit neither CB activation nor sympathetic activation by CIH. These results demonstrate that Adcy3-dependent cAMP is a downstream signaling pathway to H<sub>2</sub>S/Olfr78, mediating CIH-induced CB activation and sympathetic activity and hypertension.
DOI: 10.6084/m9.figshare.5695558.v1
title: Benchmark WGBS data (sample 4 in 2 versus 2 sample comparison)

description: Benchmark WGBS data (sample 4 in 2 versus 2 sample comparison)<br><br>This file contains simulated benchmark WGBS data for 1 sample from a 2 vs 2 comparison saved as a `.txt.gz` (compressed text file). The tab-delimited text file contains four columns: chromosome, position, number of methylated reads, and total number of reads coverage.<br><br>This benchmark data was created to mimic the properties of real WGBS data in order to evaluate the method dmrseq (described in the preprint at https://doi.org/10.1101/183210). This was done by splitting a set of biological replicates (controls) into two artificial groups and adding methylation differences to randomly selected regions. Differences are added between the first half of samples and the second half of samples. More methodological details and a script to reproduce the generation of this data file is available at the companion repository: https://github.com/kdkorthauer/dmrseqPaper.
DOI: 10.17632/79ndd5mmnx
title: Eastern Arctic and Subarctic Sponge Identification - DFO Multispecies Trawl Surveys (2010-2014, 2017 and 2019)

description: Sponges (phylum Porifera) are benthic filter feeding animals that play an important role in nutrient cycling and habitat provision in the deep sea. However, despite these key functional roles, sponge communities in Arctic marine environments are still poorly known. Sponges were collected between 2010-2014, in 2017 and in 2019 during annual multispecies trawl surveys conducted by Fisheries and Oceans Canada in Baffin Bay, Davis Strait and portions of Hudson Strait. They were taxonomically examined under a microscope and it resulted in a dataset of approximately 2700 sponge specimens identified, comprising ~100 known sponge taxa. Sponges from various poescilosclerid families are described in this technical report series. For each species presented in these reports, a physical description, a discussion of their distinguishing characteristics, the dimensions and descriptions of their spicules, photos of the sponge and spicules, a map of the sampling locations, and taxonomic remarks are included. The present data package includes links to all these arctic sponge technical reports alongside the datasets of all specimens supporting the taxonomic description process.
DOI: 10.17632/92wmxmgxkj
title: Mayfly optimization Algorithm - Python code

description: This simplified Python demo code shows how to use the new Mayfly Algorithm to solve global optimization problems.

Researchers are allowed to use this code in their research projects, as long as they cite as:
Zervoudakis, K., & Tsafarakis, S. (2020). A mayfly optimization algorithm. Computers & Industrial Engineering, 145, 106559. https://doi.org/10.1016/j.cie.2020.106559 

For more information go to: https://sites.google.com/view/kzervoudakis/research/metaheuristics/mayfly-algorithm
DOI: 10.17632/p9k93zkcns
title: Material characterization of carbon nanotube-reinforced cementitious composites

description: An extensive data-set framework including various parameters, which alters the structural performance of CNT-reinforced cement-based composites is constructed for Machine learning models training purposes. Here, numerous mechanical attributes were collected via experimental tests conducted in previous literature. The properties which influence the mechanical behavior of NCT-reinforced materials were Cement type, Water-to-cement ratio (WC), Content of carbon nanotubes, External Diameter, Length, Functionalization method, Curing days, Curing temperature, and Dispersion method.
 
References 
G. Y. Li, P. M. Wang, X. Zhao, Mechanical behavior and microstructure of cement composites incorporating surface-treated multi-walled carbon nanotubes, Carbon 43 (6) (2005) 1239–1245.

X. Cui, B. Han, Q. Zheng, X. Yu, S. Dong, L. Zhang, J. Ou, Mechanical properties and reinforcing mechanisms ofcementitious composites with different types of multiwalled carbon nanotubes, Composites Part A: Applied Scienceand Manufacturing 103 (2017) 131–147.

S. Xu, J. Liu, Q. Li, Mechanical properties and microstructure of multi-walled carbon nanotube-reinforced cementpaste, Construction and Building Materials 76 (2015) 16–23.

B. Wang, Y. Han, B. Pan, T. Zhang, Mechanical and morphological properties of highly dispersed carbon nanotubesreinforced cement based materials, Journal of Wuhan University of Technology-Mater. Sci. Ed. 28 (1) (2013) 82–87.

G. Y. Li, P. M. Wang, X. Zhao, Pressure-sensitive properties and microstructure of carbon nanotube reinforced cementcomposites, Cement and Concrete Composites 29 (5) (2007) 377–382.

M. O. Mohsen, R. Taha, A. Abu Taqa, N. Al-Nuaimi, R. A. Al-Rub, K. A. Bani-Hani, Effect of nanotube geometryon the strength and dispersion of cnt-cement composites, Journal of Nanomaterials 2017 (2017).

M. del Carmen Camacho, O. Galao, F. J. Baeza, E. Zornoza, P. Garc ́es, Mechanical properties and durability of cntcement composites, Materials 7 (3) (2014) 1640–1651.

F. T. Isfahani, W. Li, E. Redaelli, Dispersion of multi-walled carbon nanotubes and its effects on the properties ofcement composites, Cement and Concrete Composites 74 (2016) 154–163.

M. O. Mohsen, R. Taha, A. A. Taqa, A. Shaat, Optimum carbon nanotubes’ content for improving flexural andcompressive strength of cement paste, Construction and Building Materials 150 (2017) 395–403.
DOI: 10.23645/epacomptox.24132942.v1
title: The ToxCast Pipeline: Updates to Curve-fitting Approaches and Database Structure

description: Science Inventory, CCTE products: https://cfpub.epa.gov/si/si_public_search_results.cfm?advSearch=true&showCriteria=2&keyword=CCTE&TIMSType=&TIMSSubTypeID=&epaNumber=&ombCat=Any&dateBeginPublishedPresented=07/01/2017&dateEndPublishedPresented=&dateBeginUpdated=&dateEndUpdated=&DEID=&personName=&personID=&role=Any&journalName=&journalID=&publisherName=&publisherID=&sortBy=pubDate&count=25
DOI: 10.6084/m9.figshare.23546319.v1
title: Scaling the tail beat frequency and swimming speed in underwater undulatory swimming

description: These data permits to construct the figures of the article. It include measurements of the length, the frequency and the velocity for almost 1200 individuals.
DOI: 10.6084/m9.figshare.26405335.v1
title: Supplemental data file for: A Conceptual Framework for Data Harmonization in Mental Health Using the International Classification of Functioning Disability and Health (ICF): An Example with the R2D2-MH Consortium

description: Supplemental data file for: "A Conceptual Framework for Data Harmonization in Mental Health Using the International Classification of Functioning Disability and Health (ICF): An Example with the R2D2-MH Consortium". Contains ICF linking for measures commonly used in mental health datasets.
DOI: 10.6084/m9.figshare.28702061.v1
title: CN05.1 dataset

description: CN05.1 dataset to calculate VPD
DOI: 10.15468/dl.ww37hn
title: Occurrence Download

description: A dataset containing 7208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Akebia quinata (Houtt.) Decne.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7208 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010450-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt7vhp
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sparattosyce dioica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 129 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005176-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18410310
title: Paleo-Saltwater Dominates Coastal Aquifer Salinization: A Continental-Scale Study in China
DOI: 10.5281/zenodo.18410311
title: Paleo-Saltwater Dominates Coastal Aquifer Salinization: A Continental-Scale Study in China
DOI: 10.15468/dl.g3and6
title: Occurrence Download

description: A dataset containing 13535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lumbricillus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13535 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005177-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29070095
title: Conformational and electronic variability of N,N,O-ligand documented on its coordination to main group halides

description: NMR spectra - fid and cif files
DOI: 10.6084/m9.figshare.29070095.v1
title: Conformational and electronic variability of N,N,O-ligand documented on its coordination to main group halides

description: NMR spectra - fid and cif files
DOI: 10.6084/m9.figshare.29070095.v2
title: Conformational and electronic variability of N,N,O-ligand documented on its coordination to main group halides

description: NMR spectra - fid and cif files
DOI: 10.15468/dl.snt5bt
title: Occurrence Download

description: A dataset containing 52142277 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-75.15482 43.3044, -75.13253 43.3074, -73.12414 43.73837, -73.05585 43.79236, -73.04917 43.79998, -69.82404 47.52133, -69.81097 47.54078, -69.77971 47.60245, -69.77366 47.61468, -69.81058 47.73381, -69.98795 47.69834, -77.17253 45.85096, -77.2566 45.82648, -77.27422 45.76675, -76.36165 44.07182, -76.3055 44.0113, -75.22472 43.31974, -75.21034 43.31282, -75.16754 43.30476, -75.15482 43.3044))"
 ]
}

 The dataset includes 52142277 records from 1052 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005089-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkb6gm
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streblus asper",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 565 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005178-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.