cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/mdcx3v5jp6
title: METROGOV - Metropolitan Governance in Spain: Institutionalization and Models

description: The database is one of the results of the project "Metropolitan Governance in Spain: Institutionalization and Models" (METROGOV, 2020-23), funded by the National R&D Plan 2019 of the Ministry of Science and Innovation (PID2019-106931GA-I00). Directed by Professor Tomàs, the project wants to understand the building and definition of models of metropolitan governance in Spain. There is no comprehensive work based on a common methodology that address this topic, this is why the METROGOV project seeks to cover this gap in the literature and the research.

The first specific goal of the project was to create a database of metropolitan institutions in Spain, including hard forms like metropolitan governments, metropolitan sectorial agencies and consortiums as well as soft forms as metropolitan strategic plans. The database provides an updated and rigorous portrait of the institutional thickness of urban agglomerations, gathering up to 384 metropolitan cooperation instruments in the Spanish functional areas. In other words, it is a picture of the institutional reality of Spanish urban agglomerations. This database provides precious information about the model of metropolitan governance, the municipalities involved and the sectors with most and less institutionalization. 

As in Spain there is not an official or statistical definition of metropolitan areas, the project departed from the concept of Functional Urban Areas (FUA), considered as “densely inhabited city and a less densely populated commuting zone whose labour market is highly integrated with the city” (Eurostat). According to this definition, the commuting zone contains the surrounding travel-to-work areas of a city where at least 15 % of employed residents are working in a city. In the case of Spain, we find 45 big FUA, where the central city has more than 100.000 inhabitants. The database was structured considering these 45 Spanish FUAs, and it was necessary that at least 3 municipalities participated in the metropolitan cooperation tools. 

In the grid, you will find the 384 instruments of metropolitan cooperation following different criteria. First of all, the models of metropolitan governance, from hard to soft: metropolitan government, metropolitan sectoral agency, “mancomunidad”, consortium, public or public-private company, territorial plan, sectoral plan, comarca, association of municipalities, strategic plan, European project, working group. Each instrument is also classified according to the subject of cooperation: transport, waste, water, housing, urbanism, etc. Other complementary information is added, such as: the year of creation; number and names of municipalities that are part of the entity; percentage of territory covered by this tool, etc.

A book has been recently published with the results of the project: Tomàs, M. (2023) (ed.). Metrópolis sin gobierno. La anomalía española en Europa. València: Tirant lo Blanch.
DOI: 10.6084/m9.figshare.1009681.v1
title: Horse racing Data

description: The horseracing data used to build the models in "Predicting the Outcome of a Horse Race"
DOI: 10.6084/m9.figshare.12319559.v1
title: FGFR1 regulates proliferation and metastasis by targeting CCND1 in FGFR1 amplified lung cancer

description: <b>Aims</b>: The analysis of the online databases revealed that CCND1 expression is correlated with poor prognosis in LSCC. We aimed to explore the function of CCND1 in tumor progression in LSCC. <b>Main methods</b>: The expression of mRNA was measured using qRT-PCR. Protein expression was assessed by Western blot. Cell migration and invasion were assessed by transwell assay. <b>Key findings</b>: CCND1 was co-overexpressed with FGFR1 in lung cancer patients. Overexpression of CCND1 promoted LSCC cell proliferation and metastasis. FGFR1 promoted the processes of EMT through AKT/MAPK signaling by targeting CCND1 in FGFR1-amplification cell lines. <b>Significance</b>: IIn conclusion, our study demonstrated the regulatory mechanism between CCND1 and FGFR1 in FGFR1 amplified LSCC. Co-targeting CCND1 and FGFR1 could provide greater clinical benefits.
DOI: 10.6084/m9.figshare.27375108.v2
title: Raw Fireplex data and metadata

description: To accompany the paper "Comparison of serum microRNA in healthy horses and horses with moderate to severe mitral valve regurgitation using a commercially available canine cardiac panel: a pilot study" published in the Equine Veterinary Journal
DOI: 10.6084/m9.figshare.9962054.v1
title: Survey centred around body shaming (Responses).xlsx

description: Responses to survey
DOI: 10.17632/2fy2v3xnww
title: Jurnal Farmasi Sandi Karsa (JFS)

description: Jurnal Farmasi Sandi Karsa disingkat dengan JFS yang merupakan media Publikasi tentang ilmu Farmasi dan Kesehatan pada umumnya yang dituangkan dalam bentuk tulisan jurnal hasil penelitian maupun buku berbasis elektronik dan cetak yang dipublikasikan dua kali dalam setahun dengan satu kali terbitan selama 6 bulan / persemester.JFS ini tidak lepas dari tuntutan Tridharma Perguruan Tinggi yang memberikan layanan bagi masyarakat umum, peneliti, maupun penulis untuk mengakses, meningkatkan dan menambah referensi, menerbitkan karyanya yang dituangkan dalam bentuk artikel-artikel yang dipublikasikan dalam bentuk jurnal. Selain itu, JFS merupakan Media Elektronik berbasis Online Jurnal Sistem (OJS) dapat diakses dimanapun sehingga memberikan kemudahan bagi pembacanya baik kalangan Pelajar, Mahasiswa, dan masyarakat umumnya. OJS sendiri merupakan salah satu media pengarsipan yg memberikan kemudahan bagi penulis untuk melihat kembali tulisannya dari tahun ke tahun, serta mengikuti perkembangan zaman secara teknologi online yang semakin hari semakin mudah untuk memperoleh pengetahuan bagi para pembaca.
DOI: 10.17632/3xsbkxdxtc
title: Currency Hedging and Firm Value

description: The data is taken from the Shenzhen stock exchange, one of the two main markets in China. As there have been increasing foreign exchange risks for Chinese firms in recent times following the liberalisation of the foreign exchange markets, firms have become more likely to use foreign currency derivatives, especially in the manufacturing industry, which are more likely to import and export goods, so require access to the foreign exchange markets. Thus, we have chosen listed firms from the manufacturing industry, classified by the CSRC (China Securities Regulatory Commission), and collected data related to forward contracts, swaps and futures whose underlying asset is foreign currency from each of the company’s annual reports.
We consider only multinational corporations (MNCs), which is consistent with our focus on the use of foreign currency derivatives and an empirical strategy in line with Allayannis and Ofek (2001) and Pantzalis, Simkins and Laux (2001). MNCs have been selected by choosing firms with a ratio of foreign sales to total sales which is greater than 10%. After excluding the firms with incomplete information and firms with extremely limited data, there were 316 firms’ data running from 2012 to 2017. We begin in 2012 as this is after the main liberalisations of the Chinese financial markets. All the accounting data has been obtained from the Wind database while the use of derivatives has been collected by hand from the annual reports of each firm for each year.
DOI: 10.6084/m9.figshare.28234601.v1
title: WB of PI3K/Akt

description: Western blot analysis of Akt, PI3K, mTOR, and Caspase 3 expression in A549 (lung adenocarcinoma, NCSLC) and MDA-MB-231 (triple-negative breast cancer, TNBC) cell lines under different treatment conditions. WB was performed to assess the expression levels of Akt, PI3K, mTOR, and Caspase 3 in A549 and MDA-MB-231 cell lines, with β-actin as a loading control.
DOI: 10.6084/m9.figshare.28907978.v1
title: 20250501_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.3382183.v2
title: Dataset for Meta Analysis of Factors Affecting Surface Roughness in Milling.xlsx

description: Data from papers on factors affecting surface roughness in milling operation.
DOI: 10.6084/m9.figshare.9768101.v12
title: Datasets, matrices and supplementary figure for QMaker

description: Pfam_datasets.zip: Pfam training and test sets which were used with QMaker.<br>05_clades.zip: Training and test sets of five clades which were used with QMaker.<br><br>Matrices-normalized.zip: Eight output matrices for LG, Pfam, Pfam-gb, Bird, Insect, Mammal, Plant, and Yeast datasets.<br>Fig_A1.tiff: The performance of four matrices Q.pfam, JTT, LG, WAG on Pfam, Bird, Plant, Insect, Yeast, and Mammal datasets.<br>Fig_A2.tiff: The bubble plot show relative differences between amino acid exchangeability rates in Q.pfam and Q.yeast. The explanations as similar as in Figure 4.<br>Table S1 (Correlations).docx: Correlation values (1000x) between six new matrices and 20 existing matrices, upper half are correlations of frequencies, lower half are correlations of exchangeabilities.<br>sample_training_10alignments.zip, sample_training_10genes.zip: two small datasets and training scripts, one has 10 alignments (these alignments do not share species and are extracted from Pfam dataset, shoulf be trained with option -S), the other has 10 genes of a same species (extracting from Plant dataset, training with option -p). Each dataset will need ~30 mins training time on a 10-core machine.
DOI: 10.17632/j3wmg49m23
title: Uncertainty-Aware Energy Storage Investment Planning Through Arbitrage in DA and RT Markets Using Novel Block Orders

description: This dataset supports the study "Uncertainty-Aware Energy Storage Investment Planning Through Arbitrage in DA and RT Markets Using Novel Block Orders". It includes data for power system operation and planning, focusing on uncertainty in energy storage investment. Key components are the power network configuration, electricity loads, power generation units, wind generators, and storage specifications.

The dataset provides day-ahead (DA) wind power forecasts for each wind farm and hour of the year, along with the covariance matrix of wind forecast errors. The matrix captures both temporal correlations across time intervals and spatial correlations between wind farms, offering a robust representation of forecast uncertainty.

Data is organized into directories for power system information and wind uncertainty.
DOI: 10.6084/m9.figshare.13371140.v1
title: Geoid Files

description: This data contains all the geoid files from spehreical harmonic degrees 2-12 for all the 31 cases.
DOI: 10.6084/m9.figshare.22707472.v2
title: (1) Training datasets for RNNs; intermediate and final results of the inverse design of direct narrow-gap semiconductors for optical applications. (2) Benchmark data: reconstruction benchmark, materials generation benchmark, property optimization benchmark.

description: The training data for the general RNN and specialized RNN is in "1_augmentation" folder. The intermediate and final results of the inverse design of direct narrow-gap semiconductors for optical applications are in all other folders.08/19/2023: Add benchmark data including: (1) Reconstruction benchmark on the filtered MP-21-40 and QMOF-21-40. (2) Materials generation benchmark on SLICES-based unconditional RNN. (3) Property optimization benchmark on SLICES-based conditional RNN.
DOI: 10.17632/2r8hr2y6fv
title: Database-ning

description: This is the original data about the long-term field experiment. There were six treatments in the experiment, namely CK, NP, PK, NK,NPK and NPKS. N,P,K and S were nitrogen, phosphorus, potassium and straw returning to the field respectively. The data include soil parameters, enzyme activities, copy numbers of functional genes for the nitrogen and phosphorus cycle, and microbial diversity。
DOI: 10.17632/d58vz7wfrf
title: Rapid structural remodeling of peripheral taste fibers is independent of taste cell turnover

description: Taste bud cells are constantly replaced in taste buds as old cells die and new cells migrate into the bud. The perception of taste relies on new taste bud cells integrating with existing neural circuitry, yet how these new cells connect with a taste ganglion neuron is unknown. Do taste ganglion neurons remodel to accommodate taste bud cell renewal? If so, how much of the structure of taste axons is fixed and how much remodels? Here we measured the motility and branching of individual taste arbors (the portion of the axon innervating taste buds) over time with two-photon in vivo microscopy. Terminal branches of taste arbors continuously and rapidly remodel within the taste bud. This remodeling is faster than predicted by taste bud cell renewal, with terminal branches added and lost concurrently. Surprisingly, blocking entry of new taste bud cells with chemotherapeutic agents revealed that remodeling of the terminal branches on taste arbors does not rely on the renewal of taste bud cells. Although terminal branch remodeling was fast and intrinsically controlled, no new arbors were added to taste buds, and few were lost over 100 days. Taste ganglion neurons maintain a stable number of arbors that are each capable of high-speed remodeling. We propose that terminal branch plasticity permits arbors to locate new taste bud cells, while stability of arbor number supports constancy in the degree of connectivity and function for each neuron over time.
DOI: 10.6084/m9.figshare.22315147.v1
title: Data for "Energy-conserving molecular dynamics is not energy conserving"

description: Data for:Lina Zhang<sup>†</sup>, Yi-Fan Hou<sup>†</sup>, Fuchun Ge, Pavlo O. Dral*. Energy-conserving molecular dynamics is not energy conserving. <i>Phys. Chem. Chem. Phys.</i> <b>2023</b>, <i>Just Accepted</i>. DOI: 10.1039/D3CP03515H.* N2O_dynamics.zip - trajectories and TBE energies of N<sub>2</sub>O dynamics, instructions, and scripts, see also README file in this zipped directory* h2_benzene.zip - trajectories and TBE energies of H<sub>2</sub> and benzene dynamics, instructions, and scripts, see also README file in this zipped directory<br><br>The data such as MD trajectories and IR spectra were generated with the open-source MLatom as described in https://github.com/dralgroup/mlatom/tree/energyconservingmd.
DOI: 10.6084/m9.figshare.24054231.v2
title: Sm-Nd Isotope Data Compilation from Geoscientific Literature

description: Derived from tables within geoscientific literature, we utilized our advanced automated tabular data collection tool to extract data from 3,959 geoscientific articles specifically focusing on Sm-Nd isotopes, out of an extensive repository of over 20,000 geoscientific publications. All the samples referenced are igneous rocks, and the data originates from peer-reviewed sources. To streamline the data extraction process, a team of experts curated a list of 25 pertinent keywords, encompassing terms such as Sm, 143 Nd/144 Nd, and Pluton/Formation. The file titled "Sm-Nd data collection (automated).xls" encapsulates the outcomes of the automated extraction, while "Sm-Nd data collection (annotation).xls" documents human annotations for 2,118 selected entries from the automated dataset, subjected to meticulous human evaluation. Other files are our previously construed Sm-Nd isotope dataset under repository of https://doi.org/10. 6084/m9.ﬁgshare.22345072.v1.
DOI: 10.17632/ds243x9mbs
title: Sustainable roadway construction data from Greenroads certified projects

description: Data was collected as part of the roadway construction certification offered by Greenroads International according to Greenroads Rating System v1.5. This dataset is the result of data collection efforts for 33 construction projects across the US and abroad. Data was initially collected by Greenroads International as part of its certification process and was later obtained by this dataset's contributors. Projects in pursuit of certification submit supporting documents as evidence for performing a roadway construction practice. For example, tracking the amount of water used in construction to earn points and satisfy a credit in Greenroads. We hypothesize this dataset is unique in that it contains information and statistics on roadway construction projects that are declared sustainable with numeric outcomes to act as performance benchmarks for future projects to follow.

Construction documents were first used to collect data on 12 sustainable performance benchmarks explained in the dataset (see Performance Benchmarks and Project Properties and Landscape Plans files). Sustainable performance benchmarks are established using median values of quantitatively measurable project outcomes. These benchmarks are defined in such a way that any roadway construction project regardless of size or scope may use them as sustainability achievement goals. In that, these performance benchmarks are somehow normalized to an aspect of the project’s size such as its monetary value, length, or area. Except for the source documents used to produce sustainable performance benchmarks, the dataset contains numeric values obtained from digesting several digitally formatted documents or spreadsheets submitted by project teams.

The other major construction document included in this dataset is the pay item list from 30 projects (three projects did not provide this data). Pay item lists contain all the items used in the bidding process of a project and include a short description of each item, a unit of measure, the unit price, and the total price (see Pay Item Lists for LCA and Construction Materials LCA files). Several other construction documents were used to reinforce projects’ pay item lists with enough information for environmental impact assessment. As a result, many other data attributes were added to the pay item list data for each project. These include but are not limited to material’s unit weights, breakdown of material constituents (e.g., how much cement is in a concrete item), transportation distances, etc. Finally, life cycle inventory (LCI) data for the primary construction materials (see Materials LCI file) were collected from publicly available sources and were embedded into the pay item list data for life cycle assessment of materials used to build roadways. We analyzed the resultant dataset to estimate the greenhouse gas emissions and energy consumption of projects.

When necessary, each dataset contains a metadata worksheet that explains data attributes.
DOI: 10.6084/m9.figshare.10305443.v1
title: Fields of Research (FoR) Classification

description: The 2008 ANZSRC FoR classification allows R&D activity to be categorised according to the field of research. In this respect, it is the methodology used in the R&D that is being considered.<br><br>The categories in the classification include major fields and related sub-fields of research and emerging areas of study investigated by businesses, universities, tertiary institutions, national research institutions and other organisations.
DOI: 10.6084/m9.figshare.21151948.v1
title: An improved assembly and annotation of the sesame genome

description: In this study, we constructed an improved genome assembly of sesame using PacBio’s high-fidelity (HiFi) reads and Hi-C data. Based on this updated sesame assembly, we generated a high-confidence set of protein-coding genes. We further performed comparative genomic analysis among sesame and several other sequenced species, and investigated the evolutionary history of sesame genome. The high-quality genome assembly presented here will facilitate the genetic studies and genomics-assisted breeding of sesame. <br> genome.fasta - Genome assembly cds.fasta - coding sequences protein.fasta - protein sequences genome.gff3 - gene annotation file
DOI: 10.6084/m9.figshare.21893109.v1
title: SELF-SILENCING TO SEXISM

description: DATA SET
DOI: 10.6084/m9.figshare.21972776.v5
title: Supplementary material_How social psychology investigates Mindfulness

description: This table present the extensive analysis of the characteristics of the 109 articles included in the integrative review of the literature on Mindfulness in Social Psychology. It contains article references, sample characteristics, research question, mindfulness measures, results, theories or concepts, applied fields and levels of explanation
DOI: 10.6084/m9.figshare.26806522.v1
title: MMCP-v1.xlsx

description: A ten-year, Monthly Methane (CH₄) emissions dataset at the Provincial level for mainland China using a bottom-up inventory approach.
DOI: 10.6084/m9.figshare.5123950.v1
title: Supplementary Material for: Genetic Variation in the Scavenger Receptor MARCO and Its Association with Chronic Obstructive Pulmonary Disease and Lung Infection in 10,604 Individuals

description: <b><i>Background:</i></b> MARCO (macrophage receptor with collagenous structure) is a dominant receptor for unopsonized particles and bacteria in the lungs. Reduced function of this receptor due to genetic variation may be associated with susceptibility to chronic obstructive pulmonary disease (COPD) and lung infection. <b><i>Objectives:</i></b> To identify novel genetic variants in <i>MARCO</i> that are associated with reduced lung function, or increased risk of COPD or lung infection. <b><i>Methods:</i></b> We first screened 760 individuals with extreme lung phenotypes in a large general population study to identify novel variants in the <i>MARCO</i> gene. We next genotyped the entire cohort consisting of 10,604 individuals to assess the clinical relevance of these variants. <b><i>Results:</i></b> We identified 4 novel (R124H, K201N, P303L and G340W) and 5 previously described (H101Q, F282S, G319V, K387Q and E511D) non-synonymous variants. When screening the entire cohort for these variants, we found low minor allele frequencies ranging from 0.005 to 5%. None of the individual <i>MARCO</i> genotypes were associated with reduced lung function, or risk of COPD or lung infection. H101Q heterozygotes had an increased odds ratio for sepsis of 2.2 (95% CI: 1.1–4.4) compared to non-carriers, but none of the other <i>MARCO</i> genotypes were associated with the risk of sepsis. <b><i>Conclusions:</i></b> We identified 9 non-synonymous variants in the <i>MARCO</i> gene and showed that these variants are not major risk factors for COPD or lung infection in the Danish population. H101Q heterozygotes had increased sepsis risk, but further research is required to confirm this finding. This study is the first to examine genetic variants in <i>MARCO</i> and the risk of COPD and infections in humans.
DOI: 10.6084/m9.figshare.7148084.v1
title: Lifetime dataset: paired-concept deviations

description: The paired-concept means and standard deviations of annual co-occurrence rates from the lifetime data set. File format: tab-delimited table; carriage return & newline terminated. Columns: concept id1 - Unique numeric code identifying the first of the paired concepts; concept id2 - Unique numeric code identifying the second of the paired concepts; mean - The mean of the annual co-occurrence rates (1.0 = 100%); std - The standard deviation of the annual co-occurrence rates. The rows are arranged in ascending order by concept_id1, concept_id2.
DOI: 10.6084/m9.figshare.1565646.v1
title: week 4, sweep net dataset 4, lab 07

description: Method: The data was collected in grass lot area in York University from 3:30pm to 4:30pm on Tuesday September 29, 2015. The temperature on Tuesday was 7 ºC. The weather was rainy and windy when the data was collected. The data was collected in a group of four people. The data was collected eight times, in which four were collected in mowed grassland and the other four were collected in unmowed grassland by using a transect. We walked along the transect slowly and collected the number of species and organism inside the sweep net after every five steps. This step was repeated further eight times. The beaufort number of 4 on Beaufort Scale was recorded. The group members include Rachel, Maleeha and Aster.