cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13622774.v1
title: ES Outputs

description: Addressing how ecosystem services (ES) are distributed among groups of people is critical for making conservation and environmental policy-making more equitable. Here, we evaluate the distribution and equity of changes in ES benefits across demographic and socioeconomic groups in the United States (US) between 2020 and 2100. Specifically, we use land cover and population projections to model potential shifts in the supply, demand, and benefits of the following ES: provision of clean air, protection against a vector-borne disease (West Nile virus), and crop pollination. Across the US, changes in ES benefits are unevenly distributed among socioeconomic and demographic groups and among rural and urban communities, but are relatively uniform across geographic regions. In general, non-white, lower-income, and urban populations disproportionately bear the burden of declines in ES benefits. This is largely driven by the conversion of forests and wetlands to cropland and urban land cover in counties where these populations are expected to grow. In these locations, targeted land use policy interventions are required to avoid exacerbating inequalities already present in the US.
DOI: 10.6084/m9.figshare.28540514.v1
title: 可见裂缝的图片（城市西部）（样本）

description: LBA-YOLO 的数据：一种检测建筑结构中微裂纹的新型轻量级方法
DOI: 10.6084/m9.figshare.3804336.v1
title: Comparison of efficacy and local tolerability of estradiol metered-dose transdermal spray to estradiol patch in a network meta-analysis

description: <b>Objectives:</b> Transdermal hormone replacement therapy is preferred for menopausal vasomotor symptoms. Our purpose was to compare the efficacy and local tolerability of a patch and a metered-dose transdermal spray that have never been directly compared. <b>Method:</b> The relative change in the number of hot flushes between baseline and week 12 was selected as an efficacy indicator and the frequency of local skin reactions as a tolerability indicator. A network meta-analysis was performed to compare efficacy. Application site tolerability was compared descriptively. <b>Results:</b> Overall 46 studies were identified. In the efficacy analysis, eight active treatment arms and a placebo arm were determined based on the estradiol daily dose (from 14 μg to 50 μg). All but one had a significantly higher effect on relative change in the number of hot flushes than did the placebo. We found no evidence for different efficacy of the patch and the metered-dose transdermal spray. The latter performed better in terms of local skin reactions. <b>Conclusion:</b> The patch and the metered-dose transdermal spray seem to have the same efficacy on vasomotor symptoms in estradiol hormone replacement. The local tolerability of the metered-dose transdermal spray is favorable.
DOI: 10.6084/m9.figshare.7482977.v1
title: Experimental evaluation of coupler behavior for mechanical rebar splices in reinforced concrete structures

description: Abstract The use of mechanical splices to connect steel bars is an important solution in many infrastructure projects worldwide. In Brazil, this system is rarely used. The Brazilian standards regarding this subject are old and out of date; particularly with regard to the performance evaluation test methods for these splices in the laboratory. This paper presents and discusses the test procedure proposed in the international standard ISO 15835 [1] in light of the current procedure defined by Brazilian Standard ABNT NBR 8548 [2], applied to types of mechanical splices commonly used in Brazil: taper threaded and bolted couplers. Performance parameters for these mechanical splicing systems related to structural integrity in reinforced concrete structures are evaluated on the basis of the results obtained in these tests. In the end, it is intended that this paper provide support for discussion of design procedures and laboratory performance evaluation of couplers for mechanical splices of steel bars in reinforced concrete structures in future reviews of Brazilian standard ABNT NBR 8548 [2].
DOI: 10.17632/74dg25shnt
title: Intermediary Equity Term Structure_Replication Files

description: This file contains the replication code for “Intermediary-Based Equity Term Structure ”, published in the Journal of Financial Economics.
DOI: 10.17632/hss5zczhrk
title: A dataset of spatially resolved metabolomics on human kidney anatomic regions

description: Kidney cortex, medulla and papilla were dissected from the same donor and one 10-µm section for each tissue was selected for MALDI-IMS analysis. Data acquisition was performed with the positive ion mode at a pixel size of 10 × 10 µm2 over m/z range 50 – 1500. The matrix used was 2,5-DHB in 90% acetonitrile with 0.1% trifluoroacetic acid. Matrix application was performed with the HTX M5 Sprayer and data acquisition was performed on the timsTOF fleX MALDI-2 instrument. Data were uploaded to METASPACE for annotation with the CoreMetabolome database (https://metaspace2020.eu/project/human_kidney_region). Downstream analysis was performed with our recently described package MALDIpy.

For each sample, the raw matrix of spatially resolved metabolomics data, with false discovery rate (FDR) &lt; 20% and with total ion count (TIC) normalization, is presented (compressed in a .zip file), where each row indicates a feature (annotation with the CoreMetabolome database v3) and each column indicates a x/y coordinate pair. Researchers can also export customized data matrices (e.g., choosing different FDR thresholds or no TIC normalization) through the METASPACE browser with the link provided above.

Feature annotations are presented in a spreadsheet (.xlsx file), which describes metabolite species detected in each sample, including their m/z ratios, chemical formulas, ion adducts and molecule identities. Table 1 summarizes the number of detected features in each MALDI-IMS sample.

A raw Anndata (.h5ad file) for merged three MALDI-IMS data matrices is presented, containing a total of 370,662 metabolomes (i.e., 10 × 10 µm2 pixels) and 562 features. Cortex, medulla and papilla samples contain 177,870, 92,120 and 100,672 metabolomes, respectively. This raw Anndata contains significant matrix background and low-quality metabolomes which can be removed through standard quality control pipeline.

A processed Anndata (.h5ad file) is presented, containing a total of 170,459 metabolomes and 562 features. Cortex, medulla and papilla samples have 79,814, 49,771 and 40,874 metabolomes included in this processed data, respectively. All metabolomes in this processed file have a minimum count number of 40,000 and a minimum feature number of 30 detected. Other quality control procedures, including removal of matrix background observations and low-quality metabolomes, were performed. MALDIpy-based downstream data processing, multi-sample integration and dimensional reduction were also performed to generate this data. A total of 16 clusters were identified in Leiden clustering analysis. Cluster identities and anatomic region origins are included in the Anndata.obs columns.
DOI: 10.25452/figshare.plus.20590140.v1
title: THINGS-data: fMRI Single Trial Responses (nifti format)

description: Whole-brain single trial beta estimates of the THINGS-fMRI data. <br> Part of THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior. <br> See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.6161151
DOI: 10.6084/m9.figshare.29013377.v1
title: Dataset

description: Data for a study examining mental health service needs and use among Rwandan caregivers
DOI: 10.17632/5vfz9vhm2s
title: Human squamous cell carcinoma stained with SignalStar mIHC technology

description: Human squamous cell carcinoma stained with SignalStar mIHC technology. Day 1 data contains Pan-Keratin in the 488 channel, CD11c in the 594 channel, Sirpa in the 647 channel and CD163 in the 750 channel. Day 2 data contains CD206 in the 488 channel, CD68 in the 594 channel, CD45 in the 647 channel and HLA-DRA in the 750 channel. A full 8 plex image can be constructed by computationally combining imaging day 1 and imaging day 2 data. These component tifs must be reconstructed into a full sized image.
DOI: 10.17632/879zmf9tzh
title: Global Markup Estimates for the Primary Foods Industry

description: Estimates of the markup for the Primary Foods industry (comprised of agriculture, hunting, fishing, and logging) using the De Loecker et al. (2020) methodology. Instead of using micro-based, firm-level data, we calculate the markups using aggregate, macro-data. The database contains information on 170 countries for the years 1995 - 2015. 

Our sources of data are two-fold; the first is the EORA input-output database, and the second is the UN FAO-Stat database. Our paper Rodriguez del Valle and Fernández-Vázquez (2024), explains in more detail the estimation technique based on Generalized Maximum Entropy employed to derive these estimates. 

The dataset can be used to explore and research a myriad of topics, including the impact globalization has on markups, the role of institutional quality, and even climate. We have found strong evidence that the percentage share of value added required for production originating from abroad is significantly connected to lower markups. We have also found compelling empirical evidence that institutional quality can impact the evolution of markups.

Please note that we make a strong assumption that each industry is produced by one "firm" consistent with input-output theory. For this industry, we believe the assumption will not bias results too strongly, particularly when analyzing developing countries. Results may be biased in countries where large farms exist. 

Version 2 includes two new variables: rts, the returns to scale and the profit rate.
DOI: 10.17632/b69p5y4ry2
title: FDI and Superstar Spillovers

description: Replication files for "FDI and Superstar Spillovers: Evidence from firm-to-firm transactions"
DOI: 10.17632/dy9xrw4w2n
title: Effect of eccentricity with different shape wellbores on the flushing efficiency of drilling fluid filter cake

description: Effect of eccentricity with different shape wellbores on the flushing efficiency of drilling fluid filter cake-dataset
DOI: 10.6084/m9.figshare.12085101.v3
title: R.E.Correa2021_et al_Supporting information S1.xlsx

description: <b>Submarine groundwater discharge releases CO<sub>2</sub> to a coral reef</b> Rogger E. Correa<sup>1,2*</sup>, M. Bayani Cardenas<sup>3</sup>, Raymond S. Rodolfo<sup>4,5</sup>, Mark R. Lapus<sup>5</sup>, Kay L. Davis<sup>1</sup>, Anna Giles<sup>1</sup>, Jose C. Fullon<sup>6</sup>,Mithra-Christin Hajati<sup>7</sup>, Nils Moosdorf<sup>7,8</sup><sub>,</sub><sup> </sup>Christian J. Sanders<sup>1</sup>, Isaac R. Santos<sup>1,9</sup> <sup> </sup> <sup>1 </sup>National Marine Science Centre, Southern Cross University, P.O. Box 4321, Coffs Harbour, NSW 2450, Australia <sup>2</sup> Corporación Merceditas - Merceditas Corporation, Medellín 050021, Colombia <sup> </sup> <sup>3</sup>Department of Geological Sciences, University of Texas at Austin, Austin, Texas, USA<sup></sup> <sup>4 </sup>Department of Environmental Sciences, Ateneo de Manila University, Quezon City, Philippines <sup>5 </sup>Agricultural Sustainability Initiatives for Nature, Inc., Quezon City, Philippines <sup>6 </sup>Planet Dive Resort, Anilao, Batangas, Philippines <sup>7 </sup>Department of Biogeochemistry/Geology, Leibniz Centre for Tropical Marine Research (ZMT), Germany. <sup>8</sup> Institute for Geosciences, Kiel University, Kiel, Germany <sup>9 </sup>Department of Marine Sciences, University of Gothenburg, Gothenburg, Sweden<br>This data base was collected during 2 weeks of January 2019 (11 tydal cycles), on a coral reef in the Coral Triangle. The place is an iconic diving site called Twin Rocks in Philippines. Time series were collected at two sites and groundwater samples were collected at 5 boreholes (50cm deph) in hydrothermal springs. In this dataset are included radon 222, co2 and anciliary data measurements at 30 minutes time steps.<br>*Corresponding author email:rescobarcorrea@gmail.com <br><br>
DOI: 10.6084/m9.figshare.12928865.v1
title: ETNA_2017-2018.zip

description: The zip file contains all GNSS data used in the paper:Borzì M., Giuffrida M., Zuccarello F., Palano M., Viccaro M., The Christmas 2018 eruption at Mt. Etna: enlightening how the volcano factory works through a multi-parametric inspection. Geochemistry, Geophysics, Geosystems, in press.Please refer to the above quoted paper for data processing and interpretation.<br><br>
DOI: 10.6084/m9.figshare.23666736.v1
title: Test Code Refactoring Unveiled: Where and How Does It Affect Test Code Quality and Effectiveness?

description: This repository stores all the artifacts used in the study " Test Code Refactoring Unveiled: Where and How Does It Affect Test Code Quality and Effectiveness?"<br>The<b> projects_selection.xlsx </b>file presents the filters applied to select open-source Java projects.The <b>projects_characterization.csv </b>file characterizes the projects in terms of LOC, number of test files, contributors, and attribute the project to a dataset.The <b>type_refactoring.csv </b>file presents the classification of test code changes in pure or floss refactorings. The <b>contributions_guidelines.csv </b>presents the investigation of tools and guidelines for ensuring test code quality in the selected projects.The<b> tools_data_collection.zip</b> presents the metrics collected from test classes with VITRuM, test smells with tsDetect, and refactorings with TestRefactoringMiner.The<b> static_data.zip</b> presents the scripts to organize the static data from 65 projects that compose Dataset A.The<b> dynamic_data.zip</b> presents the scripts to organize the dynamic and static data from 12 projects that compose Dataset B.The<b> statistics.zip</b> presents the scripts and results of our investigation.<br>
DOI: 10.6084/m9.figshare.24901458.v2
title: DATASET and DOFILE

description: This dataset originates from CMGPD-LN as well as climate shock data, modern school data, and late Qing dynasty railway data collected by the author from historical records.
DOI: 10.6084/m9.figshare.25237654.v1
title: data and computer codes for "Hyperbolic phonon-polariton electroluminescence in 2D heterostructures"

description: Phonon-polaritons are electromagnetic waves resulting from the coherent coupling of photons with<br>optical phonons in polar dielectrics. Due to their exceptional ability to confine electric fields to deep<br>subwavelength scales with low loss, they are uniquely poised to enable a suite of applications beyond<br>the reach of conventional photonics, such as sub-diffraction imaging and near-field energy transfer.<br>The conventional approach to exciting phonon-polaritons through optical methods, however, in-<br>volves costly mid-infrared and terahertz coherent light sources along with near-field scanning probes,<br>and generally leads to low excitation efficiency due to substantial momentum mismatch between<br>phonon-polaritons and free-space photons. Here, we demonstrate that under proper conditions,<br>phonon-polaritons can be excited all-electrically by velocity-saturated charge carriers. Specifically,<br>in hexagonal boron nitride (hBN)/graphene heterostructures, by electrically driving charge carriers<br>in ultra-high-mobility graphene out of equilibrium, we observe bright electroluminescence of hBN’s<br>hyperbolic phonon-polaritons (HPhPs) at mid-IR frequencies. The HPhP electroluminescence shows<br>a temperature and carrier density dependence distinct from black-body or super-Planckian thermal<br>emission. Moreover, the carrier density dependence of HPhP electroluminescence spectra reveals<br>that HPhP electroluminescence can arise from both inter-band transition and intra-band Cherenkov<br>radiation of charge carriers in graphene. The HPhP electroluminescence offers fundamentally new<br>avenues for realizing electrically-pumped, tunable mid-IR and THz phonon-polariton light sources,<br>and efficient cooling of electronic devices.
DOI: 10.6084/m9.figshare.28840466.v1
title: Dataset for Ecological Niche of Bacteriohopanetetrol Stereoisomers in Western Pacific Oxycline Indicates Anammox-Driven Nitrogen Loss and Warm Eddy Dynamics

description: Data of temperature, salinity, Chl-a, bacteriohopanetetrol and its stereoisomers, amx-16s rRNA, AOA, cyanobacteria and planctomycetota abundances, dissolved oxygen, POC and δ13C in water columns of Western Pacific.
DOI: 10.17632/rdn8w8xd49
title: Data for: Economic Growth Quality, Environmental Sustainability, and Social Welfare in China - Provincial Assessment Based on Genuine Progress Indicator (GPI)
DOI: 10.6084/m9.figshare.1314459.v9
title: Portal Project Teaching Database

description: The Portal Project Teaching Database is a simplified version of the Portal Project Database designed for teaching. It provides a real world example of life-history, population, and ecological data, with sufficient complexity to teach many aspects of data analysis and management, but with many complexities removed to allow students to focus on the core ideas and skills being taught. The database is currently available in csv, json, and sqlite. This database is not designed for research as it intentionally removes some of the real-world complexities. The original database is published at Ecological Archives(http://esapubs.org/archive/ecol/E090/118/) and this version of the database should be used for research purposes. The Python code used for converting the original database to this teach version is included as 'create_portal_teach_dataset.py'. Suggested changes or additions to this dataset can be requested or contributed in the project GitHub repository(https://github.com/weecology/portal-teachingdb).
DOI: 10.6084/m9.figshare.21755864.v1
title: PCA_critique.zip

description: These datasets accompany the GitHub deposit: https://github.com/eelhaik/PCA_critique <br> and include the genotype data
DOI: 10.6084/m9.figshare.22231501.v1
title: WXCD dataset

description: This is the WXCD dataset for building change detection by deep learning over urban areas.
DOI: 10.17632/7ff9f7s2tc
title: Dataset for the China-Laos railway's obvious spatiotemporal spillover effects and phased evolution patterns in Laos

description: The database serves as the Supplementary Data for the paper titled "Implementation of the China-Laos Railway Shows Obvious Spatiotemporal Spillover Effects and Phased Evolution Patterns in Laos." It includes multi-source spatial data surrounding the stations along the Laos section of the China-Laos Railway, as well as the MATLAB platform code used for data processing.
DOI: 10.17632/wb6k5hbwtf
title: brain signal of COVID-19 related rumors authenticity evaluation

description: Here, we conducted an experiment to collect behavioral and EEG data during rumor detection. Forty-four healthy and right-handed students (23 males and 22 females, aged 18-25 years, age: 19.6 ± 1.25 years) from different faculties were recruited via university bulletins. These subjects are right-handed and have no background in neuroscience and psychology.The participants performed a credibility judgment task, in which they needed to read 80 rumors randomly presented and judge their credibility. We found that only 22% of participants could detect false rumors better than chance. The ERPs results show enhanced negative ERPs (N400) for truth decisions than false ones but larger positive ERPs (P2, P3, and LPP) for false decisions than truth. In addition, our work found sex differences during information processing related to brain activity, possibly due to different strategies employed. Males exhibited more positive P2 and enhanced N400 than females. In comparison, females displayed larger P3 and LPP amplitudes in detecting the rumors compared to males.
DOI: 10.6084/m9.figshare.1171211.v2
title: Intro lab 1- Gender vs Favorite Movie Genre

description: Gender of student and their favorite movie genre was recorded.
DOI: 10.6084/m9.figshare.27600606.v1
title: genome and annotation of <b><i>Macrobrachium hainanense</i></b>

description: <b>A chromosome-level genome assembly</b><b> of </b><b><i>Macrobrachium hainanense</i></b>
DOI: 10.17632/s29sjdh7xv
title: Data for: Differential inflammatory potential of particulate matter (PM) size fractions from Imperial Valley, CA

description: Ultrafine, fine, and coarse PM samples were collected and extracted separately. Analyses of the chemical compositions for each size fraction were performed, and biological response was measured by exposing a cell line of macrophages to particles and quantifying subsequent gene expression. Biological measurements demonstrated coarse PM induced an inflammatory response in macrophages measured in increases of inflammatory markers IL-1ß, IL-6, IL-8 and CXCL2 expression, whereas ultrafine and fine PM only demonstrated significant increases in expression of CYP1a1. These differential responses were due not only to particle size, but to the distinct chemical profiles of each size faction as well.
DOI: 10.17632/yb262txrvn
title: Impact of COVID-19 Pandemic on Customer Attitude toward E-wallet Payments

description: To assess the impact of the COVID-19 pandemic on electronic payments in Bulgaria, an online survey was conducted from November 21 to December 6, 2022, using Google Forms based questionnaire. The survey link was distributed through email and social media to partners’ organizations, resulting in 257 complete responses during the study period. Business intelligence methods were applied to visualize and analyze the collected dataset. The pandemic has increased the popularity of e-wallet payments due to government measures aimed at reducing physical contact. The majority of respondents (65%) have preferred online payments as a payment method. The participants have evaluated their e-wallet experience based on criteria such as perceived useful-ness, perceived ease of use, social influence, facilitating conditions, lifestyle compatibility, and perceived trust. Respondents' opinions indicate that customers residing in smaller settlements, with lower levels of education and income, face more frequent challenges when using online payments than those living in towns, with higher levels of education and income.
DOI: 10.6084/m9.figshare.16752733.v4
title: The Arabidopsis gene co-expression network

description: Supplementary FilesModule-Gene annotationsRaw network file
DOI: 10.6084/m9.figshare.25680207.v1
title: <b>The anti-depressive role of Pei Yuan Kai Yu Tong Zhi compound in cerebral small vessel disease based on gut microbiota</b>

description: The depression is the common complication of cerebral small vessel disease (CSVD). How to intervene or treat depression symptom in CSVD has become the compelling question. In this study, we explored the anti-depressive role of Pei Yuan Yu Tong Zhi compound (PYKYTZ) based on gut microbiota. CSVD in rats was induced by hypertension using high salt feed and then depressive symptom was evoked using chronic unpredictable mild stress. We found PYKYTZ could improve the depressive-like behaviors in CSVD rats with depression. Also, we determined PYKYTZ affected the microbiota environment in the gut to modulate metabolites production, which then contributed to the protection of nerve and vessels that are associated with depression pathogenesis. Pseudo sterile rats transplanted with fecal microbiota validated the mechanism of PYKYTZ in CSVD with depression.