cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19929014.v1
title: Paecilomyces clematidis alignment files

description: Alignment and tree files. (combined dataset ITS, tub2 and CaM).
DOI: 10.6084/m9.figshare.28950788.v1
title: Stable isotope pot experiment supplementary table 1

description: This dataset supports a study investigating the biogeochemical traits of the invasive plant <i>Fallopia japonica</i> compared to the native species <i>Urtica dioica</i>. Using stable isotope tracers (¹⁵N), we examined nitrogen accumulation patterns, biomass production, and C:N ratios under different nitrogen treatments (nitrate vs ammonium). The control data presented here reflect untreated soil and plant values, providing a baseline for interpreting tracer uptake and nutrient allocation. These data are integral to understanding species-specific nutrient use strategies in floodplain ecosystems.
DOI: 10.15468/dl.9udugw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-8.8018 33.6743,-9.0352 33.4562,-9.0352 28.8496,-0.0352 28.8496,-0.0352 36.4794,-0.2209 36.3968,-1.3537 36.1876,-1.6551 35.769,-2.0234 35.5842,-2.5138 35.6803,-2.6212 36.2387,-2.9881 36.451,-3.4424 36.249,-3.506 35.7605,-4.4004 35.671,-4.7609 35.8337,-4.8512 36.1709,-5.2296 36.4083,-6.2415 36.1841,-7.168 34.4152,-8.8018 33.6743))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013220-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.22820264.v1
title: Data For: Urban Human Settlements’ Resilience Measurement and Characteristics and Their Mechanism Model in Chinasx

description: With the rapid development of Chinese cities, dramatic changes have occurred in the urban living environment. In recent years, the global pandemic of COVID-19 has brought new challenges to the construction of urban human settlements . The principle of urban resilience is introduced into the study of urban human settlements, and a systematic evaluation model of urban human settlements’ resilience is constructed. The level of urban human settlements’ resilience can directly reflect the ability of human settlements to cope with various effects that are closely related to sustainable urban development. In view of the incomplete data of Hong Kong, Macao and Taiwan, this paper selects 31 other provinces (municipalities and autonomous regions) in China as the research object. The research time period is 2011–2020. To ensure the scientificity and accuracy of the data, the data are obtained from ‘China Statistical Yearbook’, ‘China Statistical Yearbook on Environment’, ‘China Statistical Yearbook on Population and Employment’, ‘China City Statistical Yearbook’ and statistical yearbooks of each province from 2012 to 2021. Some missing data are supplemented by interpolation.
DOI: 10.6084/m9.figshare.6270383.v1
title: Geometrical and mechanical properties of biological hair-like structures from literature from Design principles of hair-like structures as biological machines

description: This Excel file contains three data sheets: 1) units, 2) geometrical and mechanical properties, and 3) references.
DOI: 10.17632/cygws7y2wh
title: Process Model of Shared Leadership Development: Antecedents, socially constructed interactions and derived practices

description: Datafile MAXQDA, focus groups and evaluation of codes
DOI: 10.17632/hnh7fcm398
title: Circular Economy in Mexican Agribusiness

description: The questionnaire supported hypotheses based on the Stakeholder Theory. It was proposed that the stakeholder pressures have an effect in the performance of the Mexican Agribusiness. The object of the study was the employees of Agribusiness in the northwest of Mexico. The data included sociodemographic variables and five constructs. The sociodemographic variables recollected in the instrument are gender (GEN), and years of experience (EXP). The scale of gender was 1 for female and 2 for male. The variable years of experience was a ratio variable on years. The constructs were stakeholder pressure (DSI16-DSI20), circular economy principles (PRAC31-PRAC40), economic performance (REF1 to REF10), environmental performance (PADI21-PADI30), and intellectual/social performance (DSI11-DSI15). These constructs were measured with a 5-point Likert scales (1-not at all to 5- significant).
DOI: 10.6084/m9.figshare.21266778.v6
title: Supplementary tables

description: supplementary tables for transcriptional library
DOI: 10.6084/m9.figshare.23557755.v1
title: Supplementary data - numerical values from A diabetes-like biochemical and behavioural phenotype of <i>Drosophila</i> induced by predator stress

description: Predation can have both lethal and non-lethal effects on prey. The nonlethal effects of predation can instil changes in prey life history, behaviour, morphology and physiology, causing adaptive evolution. The chronic stress caused by sustained predation on prey is comparable to chronic stress conditions in humans. Conditions like anxiety, depression, and posttraumatic stress syndrome have also been implicated in the development of metabolic disorders such as obesity and diabetes. In this study, we found that predator stress induced during larval development in fruit flies <i>Drosophila melanogaster</i> impairs carbohydrate metabolism by systemic inhibition of Akt protein kinase, which is a central regulator of glucose uptake. However, <i>Drosophila</i> grown with predators survived better under direct spider predation in the adult phase. Administration of metformin and 5-hydroxytryptophane (5-HTP), a precursor of the neurotransmitter serotonin, reversed these effects. Our results demonstrate a direct link between predator stress and metabolic impairment, suggesting that a diabetes-like biochemical phenotype may be adaptive in terms of survival and reproductive success. We provide a novel animal model to explore the mechanisms responsible for the onset of these metabolic disorders that are highly prevalent in human populations.
DOI: 10.6084/m9.figshare.25134470.v1
title: Source graph data for: Transcriptomics-driven metabolic pathway analysis reveals similar alterations in lipid metabolism in mouse MASH model and human.

description: Source graph data for "Transcriptomics-driven metabolic pathway analysis reveals similar alterations in lipid metabolism in mouse MASH model and human" by Sofia Tsouka, Pavitra Kumar, Patcharamon Seubnooch, Katrin Freiburghaus, Marie St-Pierre, Jean-François Dufour, and Mojgan Masoodi, published in Nature Communications Medicine 2024 Mar 5;4(1):39. doi: 10.1038/s43856-024-00465-3.
DOI: 10.6084/m9.figshare.28844471.v1
title: 40tar_data

description: This dataset gathered SSVEP-BCI recordings of 15 healthy subjects (7 females, aged 21-25 years, mean age: 23 years) focusing on 40 targets flickering at different frequencies (8-15.8 Hz with an interval of 0.2 Hz). For each subject, the experiment consisted of 10 blocks. Each block contained 40 trials corresponding to all 40 targets indicated in a random order. Each trial started with a visual cue (a red square) indicating a target stimulus. The cue appeared for 0.5 s on the screen. Subjects were asked to shift their gaze to the target as soon as possible within the cue duration. Following the cue offset, all stimuli started to flicker on the screen concurrently and lasted 1 s. After stimulus offset, the screen was blank for 0.5 s before the next trial began, which allowed the subjects to have short breaks between consecutive trials. Each trial lasted a total of 2 s. In each trial, subjects were asked to avoid eye blinks during the stimulation period. To avoid visual fatigue, there was a rest for several minutes between two consecutive blocks.
DOI: 10.6084/m9.figshare.29155679.v3
title: Exercice : Test d’hypothèse d'une loi exponentielle

description: Cette feuille représente un exercice sur le test de rapport de vraisemblance d'une variable qui suit une loi exponentielle.
DOI: 10.6084/m9.figshare.7676423.v1
title: Systematic review of the literature on corporate sustainability performance measurement: a discussion of contributions and gaps

description: Abstract The present study discusses the incorporation of the concept of corporate sustainability into the literature of performance measurement systems (PMS), resulting in the investigation of publications on sustainability PMS (SPMS). This study presents an overview of the literature on SPMS, synthesizing the main contributions and pointing out the main trends and gaps in this area of knowledge. The research method is based on a systematic review of the literature, combining bibliometrics and content analysis. The sample is composed of 406 scientific articles. This sample was analyzed quantitatively, with support of descriptive statistics, co-citation network and keywords network. The study shows that the number of publications on the topic surveyed has grown in recent years, but still remains scattered, with low connection between tribes. The study also shows that, despite being relatively consolidated, the literature on SPMS has not yet been exhausted towards addressing the challenges of SPMS. One of the research results shows that the SPMS literature can be divided into three categories according to its main focus: (1) the sustainability indicators themselves and their application in decision making; (2) the set of indicators as a system; and (3) the organizational context of the SPMS. Analyzing these categories, there is little evidence on the consequences of the SPMS implementation, as well as the fact that the literature is still unclear on how managers should consider the contingencies of SPMS, such as industry, company size, type of product or business model.
DOI: 10.6084/m9.figshare.13951775.v3
title: PSY-COVID database 1 (Colombia)

description: The following document contains the database of the PSY-COVID study in Colombia. These data were collected during the first wave of the COVID-19 outbreak (from May 20th to June 20th, 2020). <br><br>More information on the methodological details of this study can be found at the following link: <br><br>https://www.researchgate.net/project/PSY-COVID-COLOMBIA
DOI: 10.6084/m9.figshare.16843207.v2
title: Data_Real OD MatrixData

description: (1) The dataset is the real OD travel matrix from communities to tertiary hospitals created according to the Didi travel trajectory data in Chengdu city. (2) The dataset is ArcGIS file, shapefile format.
DOI: 10.6084/m9.figshare.29145107.v1
title: Supplementary Material for review——Revealing the co-occurrence patterns of the group emotions from social media data

description: 论文标题：“Revealing the co-occurrence patterns of the group emotions from social media data”目标：本说明旨在详细描述如何使用共享数据和代码论文中各项实验结果，包括表 1–6、图 1–9，以及摘要相关指标，确保研究的完全可重复性。解压/克隆后的文件目录结构： ├── data/ # 存放原始和中间数据 ├── code/ # 数据处理和建模代码 ├── results/ # 输出结果 └── README.md # 简要说明二、数据准备 2.1 原始数据说明原始社交媒体数据文件位于：“data/wh_data.csv”数据来源与访问方式：“Liu, Z., et al., 2024. Shifting sentiments: analyzing public reaction to COVID-19 containment policies in Wuhan and Shanghai through Weibo data. Humanities and Social Sciences Communications, 11, 1104.”研究区域边界数据文件位于：“data/420000.geojson”<br>2.2 数据处理流程python code/clear_duplicate.py # 原始数据清洗；获得清洗后的数据，文件位置：“data/wh_data_cleaned.csv”三、结果复现说明请依次运行以下脚本以生成对应图表/表格。每个脚本已注释。The main.py file can be run directly to automate the computation and output of the model.表格部分1.Table 3：Model accuracy assessment脚本路径：’code/bert.py’输入数据：’data/wh_data_cleaned.csv’输出位置：’data/emotion_prediction_wh.csv’说明：Output Precision, Recall, F1 for each emotion, and calculate the weighted average of Precision, Recall, F12.Table 4： Examples of different types of emotional structures脚本路径：’code/countnum.py’输入数据：’data/emotion_prediction_wh.csv’输出位置：’data/emotion_prediction_wh.csv’说明：Determine whether an emotion is of a single type, a dominant subsidiary type, or one of the composite types by using emotion probabilities and entropy values3.Table 5-6： Examples of different types of emotional structures①脚本路径：’code/lat_lon.py’输入数据：’data/emotion_prediction_wh.csv’输出位置：’result/bert/wh/128/grid_lat_lon.csv’说明：The study area can be gridded by running the file.②脚本路径：’code/comments.py’输入数据：’data/emotion_prediction_wh.csv’ & ’result/bert/wh/128/grid_lat_lon.csv’输出位置：’result/bert/wh/128/result/’说明：Running this file divides the comment data into grids corresponding to latitude and longitude.③脚本路径：’code/graph.py’输入数据：’result/bert/wh/128/result/’ & ’result/bert/wh/128/grid_lat_lon.csv’输出位置：’result/bert/wh/128/graph/’&’result/bert/wh/128/graphs.pkl’说明：Run this file to plot the mood of each grid, when the calculation is for a traditional sentiment classification, run the code ‘code/graph-posneg.py’. ④脚本路径：’code/cluster.py’输入数据：’result/bert/wh/128/graphs.pkl’ 输出位置：’result/bert/wh/128/clustering_results.pkl’说明：By running this file you can calculate the similarity of neighbouring grids, giving the corresponding clustering categories of the grids.⑤脚本路径：’code/tree_v2.py’ & ’code/caculate.py’ 输入数据：’result/bert/wh/128/clustering_results.pkl’ 输出位置：’result/bert/wh/128/dark_before_13.html’说明：Run this file to plot the results of the bottom-up clustering of the quadtree and the associated metrics.
DOI: 10.6084/m9.figshare.3559062.v1
title: Appendix A. Table presenting the effects of time and state on detection probability (p), and of state on the probabilities of survival (S), breeding (β), breeding successfully (γ), and successfully raising two chicks (δ) in South Polar Skuas and Brown Skuas.

description: Table presenting the effects of time and state on detection probability (p), and of state on the probabilities of survival (S), breeding (β), breeding successfully (γ), and successfully raising two chicks (δ) in South Polar Skuas and Brown Skuas.
DOI: 10.6084/m9.figshare.91949.v1
title: Catalogue of Roman Stamped Bricks held at the British School at Rome

description: This is the epigraphic catalogue of stamped Roman bricks kept at the British School at Rome. The majority of these brick stamps were collected during the South Etruria Survey. The catalogue was published in Graham, S. 2006 <em>EX FIGLINIS: The Network Dynamics of the </em><em>Tiber</em><em> </em><em>Valley</em><em> Brick Industry in the Hinterland of Rome </em>BAR International Series 1468. John Hedges Ltd. [full text]
DOI: 10.6084/m9.figshare.14210735.v1
title: The Purr-fect Catch: using accelerometers and audio recorders to document kill rates and hunting behaviour of a small prey specialist - data

description: Datasets for The purr-fect catch:using accelerometers and audio recorders to document kill rates and hunting behaviour of a small prey specialist published in Methods in Ecology and Evolution 2021<b></b>
DOI: 10.6084/m9.figshare.14515590.v1
title: Supplementary data for 'More than 1000 rivers account for 80% of global riverine plsatic emissions into the ocean'

description: Here we provide the outputs from the model presented in Meijer et al. 2021 for the mid-point scenario of mismanaged plastic waste generation. The dataset distributed as GIS shapefile, represents 31,819 river outfalls emitting floating macro-plastic pollution globally. The emissions are expressed in metric tons per year.
DOI: 10.6084/m9.figshare.21504948.v1
title: data

description: A folder with the necessary data sources to replicate analyses A csv file with vertebrate species names in IUCN ("listaluis_islas.csv") A database of GBIF records of vertebrate species in IUCN ("occs_filt.csv") A raster file of islands of the world ("raster_islas.tif"). This file was created based on Sayre et al. (2019) A shapefile of threatened vertebrates (IUCN; "Vertebrados_amenazados_fix.shp") A shapefile of island countries used to validate results ("paises_isla.shp") <br> <br> Sayre, R., Noble, S., Hamann, S., Smith, R., Wright, D., Breyer, S., Butler, K., Van Graafeiland, K., Frye, C., Karagulle, D., Hopkins, D., Stephens, D., Kelly, K., Basher, Z., Burton, D., Cress, J., Atkins, K., Van Sistine, D. P., Friesen, B., … Reed, A. (2019). A new 30 meter resolution global shoreline vector and associated global islands database for the development of standardized ecological coastal units. Journal of Operational Oceanography, 12(sup2), S47–S56. https://doi.org/10.1080/1755876X.2018.1529714 507
DOI: 10.6084/m9.figshare.22565194.v1
title: osmFISH datasets

description: osmFISH contains 1 sub-dataset, whose raw format is the RNA molecule imaging of 33 genes. These genes were marker genes selected from published scRNA-seq datasets of mouse somatosensory cortex.
DOI: 10.6084/m9.figshare.24794079.v1
title: Niche similarity accompanying COI genetic differentiations in asexual and sexual <i>Corbicula</i> lineages within East and Southeast Asia

description: Alignment of 352 COI sequences: 348 COI sequences from 47 <i>Corbicula</i> populations plus four COI sequences from invasive forms. Summary Information: Summary information for assessed samples regarding COI haplotypes, DAPC group assignments, gonad histology and sperm morphology.
DOI: 10.6084/m9.figshare.25075457.v1
title: Observations of Wildlife of Tris Klissies and surrounding areas in Ios island.

description: This dataset presents raw data collected during a comprehensive biodiversity survey conducted at 'Tris Klissies' beach from July 25 to 30, 2023. The survey involved 26 participants, including volunteers and crew members from the BiodiversityGR summer school, who utilized freediving techniques to explore the cold waters day and night. The primary objective was to assess both marine and terrestrial biodiversity in the region.<br>
DOI: 10.6084/m9.figshare.28838765.v1
title: Supplement 4 (Date file) Details of the MBP's transmittance and layer thickness

description: Details of the MBP's transmittance and layer thickness
DOI: 10.6084/m9.figshare.6728324.v1
title: Twitter neighborhood data

description: We utilized Twitter’s Streaming Application Programming Interface (API) to continuously collect a random 1% subset of publicly available geo-located. In total we have collected over 80 million tweets from over 600,000 Twitter users. Geotagged tweets were spatially mapped to the 2010 census tract and zip code areas they fall within, which enabled further assessment of the associations between Twitter-derived national neighborhood variables and neighborhood demographic, economic, business, and health characteristics. Machine-labeled and manually-labeled tweets had a high level of accuracy: 78% for happiness, 83% for food and 85% for physical activity for dichotomized labels, with the following F-scores: 0.86 (food), (0.90 (exercise), and 0.54 (happiness). <br>
DOI: 10.17632/d6yg8ncppg
title: Accompanying data to "On the reliability of large ensembles simulating the Northern Hemispheric winter stratospheric polar vortex"

description: Model data are available via the Multi-Model Large Ensemble Archive (MMLEA) provided by the US CLIVAR (Climate and Ocean - Variability, Predictability, and Change) working group on large ensembles (Deser et al., 2020) as well as ensembles from the Coupled Model Intercomparison Project 6 (CMIP6; Eyring et al., 2016).
DOI: 10.17632/yyvck4xmwr
title: Deep Trade Agreements and International Migration: The Role of Visa Provisions

description: This data repository provides all the data and codes needed to replicate "Deep Trade Agreements and International Migration: The Role of Visa Provisions" accepted for publication at the Journal of Economic Geography
DOI: 10.6084/m9.figshare.14885691.v1
title: Data for "A Species-Level Timeline of Mammal Evolution Integrating Phylogenomic Data"

description: Supplementary data (alignments, phylogenies, etc.) for <b>A Species-Level Timeline of Mammal Evolution Integrating Phylogenomic Data </b>by Álvarez-Carretero et al.
DOI: 10.6084/m9.figshare.19615764.v2
title: District-Level Dataset cleaned

description: Shapefile and raw production data cleaned from ICRISAT's District-Level Dataset available freely online (http://data.icrisat.org/dld/src/crops.html).
DOI: 10.6084/m9.figshare.8325989.v3
title: data_for_R_analysis.txt

description: raw data
DOI: 10.17632/ms5mc85pwp
title: Raw data for annual plantation yield, annual LUC emissions, and mill operating capacity

description: Raw data for annual plantation yield, annual LUC emissions, and mill operating capacity is presenetd
DOI: 10.17632/swg8g8t6d3
title: Does caffeine ingestion affect the lower-body post-activation performance enhancement in female volleyball players?

description: Does caffeine ingestion affect the lower-body post-activation performance enhancement in female volleyball players?
DOI: 10.6084/m9.figshare.13848692.v1
title: CCFv3 FP conv

description: Mouse V1 retrograde tracing data aligned to Allen CCFv3 were converted to Franklin and Paxinos (FP) atlas through a unified digital atlas (Chon et al. 2019).
DOI: 10.6084/m9.figshare.22078493.v1
title: Metadata for scRNAseq/scTCRseq files

description: Metadata for scRNAseq and scTCRseq of HLA-B*27 AAU and non-HLA-B*27 AAU.
DOI: 10.6084/m9.figshare.23808012.v1
title: Data for: "Opportunistic plant observations reveal spatial and temporal gradients in phenology"

description: The dataset contains opportunistic plant observations of 20 species across a 50 x 50km grid cells in Europe.
DOI: 10.6084/m9.figshare.25206512.v1
title: Supplementary Material for: Femtosecond LASER-Assisted Double Intraocular Lens Exchange in Nanophthalmic Eyes

description: <b><i>Introduction:</i></b> Though patients with nanophthalmos frequently endure decreased quality of vision with contact lenses or spectacles, refractive surgery is generally an inadequate alternative due to the associated high refractive error. A refractive lens exchange (RLE) is an alternative option but is technically challenging, requiring accuracy in biometry measurements and procedures. <b><i>Case Presentation:</i></b> This case discusses a 27-year-old female with nanophthalmos (axial lengths 17.6 mm and 17.4 mm, right and left eyes, respectively) who underwent a femtosecond laser-assisted (FLA) RLE with simultaneous implantation of a monofocal and a Sulcoflex trifocal (Rayner, Britain) lens in each eye. Preoperative cycloplegic refraction was +11.50/−0.75 × 145 and +12.00/−1.00 × 35 in the RE and LE, respectively. Best-corrected visual acuity (BCVA) at distance and near in the RE and LE was 6/7.5 and J1, 6/8.5 and J2, respectively. Uncorrected visual acuity (UCVA) was &gt;6/120 and &gt;J14 for each eye. FLA RLE was performed in the RE, then in the LE 2 weeks later. In each eye, a monofocal (44.0 D, RE, and LE) and a Sulcoflex trifocal lens (both implants, Rayner, Britain) were implanted in one procedure. Distance and near UCVA measured 6 weeks post-op RE and 1-month post-op LE at 6/8.5 and J1 in the RE, 6/10 and J1 in the LE. The RE and LE refraction and BCVA were +0.50/−1.00 × 115, 6/7.5, and plano/−1.00 × 55, 6/8.5, respectively. The post-op outcomes were uneventful. <b><i>Conclusion:</i></b> A single procedure concurrently implanting a monofocal and Sulcoflex trifocal intraocular lens in nanophthalmic eyes resulted in an excellent UCVA. This procedure can be considered esthetic and reconstructive as it significantly improves patient appearance and function.
DOI: 10.6084/m9.figshare.27108685.v2
title: Supplementary Data related to the streamflow and palaeo-flood history in the upper reaches of Yarlung Tsangpo River

description: This is a supplementary data file for the research entitled "Continuous Holocene Streamflow Rise and ENSO Linked Floods in the Upper Reaches of Yarlung Tsangpo" by Zhe Sun, Xiaohuan Hou, Kejia Ji, Can-ge Li, Mingda Wang, Kan Yuan, Xiaoxue Gao, and Juzhi Hou published in Geophysical Research Letters. In this dataset, the streamflow proxy and palaeo-flood frequency records derived from lacustrine downcore in Daggyaima Co, a river-connected lake, in the Yarlung Tsangpo upstream, located in the southern Tibetan Plateau are included.