cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16743748.v1
title: Faba_Bean

description: A flat csv file contaning all data for the labeled species, at the resolution of site-variety-year combinations. Wheat is split into three files as there are too many records. Barley is excluded for ethical reasons, available on request.
DOI: 10.6084/m9.figshare.28074941.v1
title: PRELIMINARY Replication Materials for "Adaptability and the Pivot Penalty in Science and Technology"

description: Preliminary Replication Package for "Adaptability and the Pivot Penalty in Science and Technology"By Ryan Hill, Yian Yin, Carolyn Stein, Xizhao Wang, Dashun Wang, and Benjamin F. JonesNote: This is a preliminary version. Updates will come when publication is finalized.<br>Abstract:Scientists and inventors set the direction of their work amidst an evolving landscape of questions, opportunities, and challenges. This paper introduces a measurement framework to quantify how far researchers move from their existing research when producing new works. We apply this framework to millions of scientific publications and patents and uncover a pervasive “pivot penalty,” where the impact of new research steeply declines the further a researcher moves from their prior work. The pivot penalty applies nearly universally across scientific publishing and patenting and has been growing in magnitude over the past five decades. While creativity frameworks suggest a benefit to exploratory search by researchers and often emphasize outsider advantages in driving breakthroughs, we find little evidence for such an advantage. The pivot penalty is consistent with increasingly narrow specializations of researchers, and when researchers undertake large pivots, a signature of their work is weak engagement with established mixtures of prior knowledge. Unexpected shocks to the research landscape, which may push researchers away from existing areas or pull them into new ones, further demonstrate substantial pivot penalties. COVID-19 provides a high-scale case study, where many researchers engaged the pandemic, yet the pivot penalty remains severe. The pivot penalty generalizes across fields, career stage, productivity, collaboration, and funding contexts, highlighting both the breadth and depth of the adaptive challenge. Overall, the findings point to large and increasing challenges in adapting to new opportunities and threats. The results have implications for individual researchers, research organizations, science policy, and the capacity of science and society as a whole to confront emergent demands.
DOI: 10.6084/m9.figshare.28821950.v1
title: Shrinking urban surface urban heat island

description: This study investigates the spatiotemporal patterns of Surface Urban Heat Island (SUHI) effects in 89 identified shrinking cities across China from 2001 to 2019.
DOI: 10.6084/m9.figshare.28997660.v1
title: 第四组键盘

description: data
DOI: 10.6084/m9.figshare.29094608.v1
title: Supplemental online material.docx

description: Abstract - Hatiya Upazila, a coastal island area of southern Bangladesh is an important area for artisanal fisheries, faces significant challenges in balancing fishing activities with coastal wildlife conservation. This study assessed interactions between bycatch and four wildlife groups (dolphins, birds, turtles, and sea snakes) through semi-structured interviews with 297 fishers across six landing sites (October 2023–April 2024). Results revealed that gillnets, fixed purse nets, and seine nets were the primary gears causing bycatch, with sea snakes (100%) and turtles (81.82%) most frequently entangled. While 74.07% of fishers released entangled animals alive, 25.25% discarded them dead, and 0.67% consumed them. Population declines were reported for all species except sea snakes. Attitudes toward conservation varied spatially with stronger support linked to education, public awareness and social media use. These findings suggested the need for gear-specific bycatch mitigation, community awareness programs, and enhanced enforcement to safeguard coastal wildlife.The appendices of the research is attached here.
DOI: 10.6084/m9.figshare.7251926.v1
title: Supplementary Material for: Adolescent Inhalant Abuse Results in Adrenal Dysfunction and a Hypermetabolic Phenotype with Persistent Growth Impairments

description: <b><i>Background/Aims:</i></b> Abuse of toluene products (e.g., glue-sniffing) primarily occurs during adolescence and has been associated with appetite suppression and weight impairments. However, the metabolic phenotype arising from adolescent inhalant abuse has never been fully characterised, and its persistence during abstinence and underlying mechanisms remain unknown. <b><i>Methods:</i></b> Adolescent male Wistar rats (post-natal day 27) were exposed to inhaled toluene (10,000 ppm) (<i>n</i> = 32) or air (<i>n</i> = 48) for 1 h/day, 3 days/week for 4 weeks, followed by 4 weeks of abstinence. Twenty air rats were pair-fed to the toluene group, to differentiate the direct effects of toluene from under-nutrition. Food intake, weight, and growth were monitored. Metabolic hormones were measured after exposure and abstinence periods. Energy expenditure was measured using indirect calorimetry. Adrenal function was assessed using adrenal histology and hormone testing. <b><i>Results:</i></b> Inhalant abuse suppressed appetite and increased energy expenditure. Reduced weight gain and growth were observed in both the toluene and pair-fed groups. Compared to the pair-fed group, and despite normalisation of food intake, the suppression of weight and growth for toluene-exposed rats persisted during abstinence. After exposure, toluene-exposed rats had low fasting blood glucose and insulin compared to the air and pair-fed groups. Consistent with adrenal insufficiency, adrenal hypertrophy and increased basal adrenocorticotropic hormone were observed in the toluene-exposed rats, despite normal basal corticosterone levels. <b><i>Conclusions:</i></b> Inhalant abuse results in negative energy balance, persistent growth impairment, and endocrine changes suggestive of adrenal insufficiency. We conclude that adrenal insufficiency contributes to the negative energy balance phenotype, potentially presenting a significant additional health risk for inhalant users.
DOI: 10.17632/58nds7crrb
title: Electrostatic Lofting on Bennu using Patched Charge Model

description: Matlab codes required to evaluate the feasibility of electrostatic lofting at Bennu, as described in PSJ submission, using Zimmerman JGR 2016 charging model and the Wang 2016 charging model. Also, Matlab codes required to propagate trajectories of lofted particles about Bennu.
DOI: 10.6084/m9.figshare.15798231.v1
title: datasets for "Within-corridor heterogeneity more important than corridor design for maintaining butterfly functional and taxonomic diversity"

description: Datasets<br>
DOI: 10.6084/m9.figshare.19143284.v1
title: Populus wilsonii genome data

description: Populus wilsonii genome data which including genome sequence, protein sequence, cds sequence and GFF annotation files.<br>
DOI: 10.15468/dl.7j3fzd
title: Occurrence Download

description: A dataset containing 1083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Ara militaris (Linnaeus, 1766)"
 ]
}

 The dataset includes 1083 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013250-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4443vxn87f
title: TRAF2 saxs B05
DOI: 10.6084/m9.figshare.12498944.v1
title: Data for figure 3 from Comparative micromechanics of bushcricket ears with and without a specialized auditory fovea region in the crista acustica

description: Ancylecha fenestrata: Amplitude and phase data for each measured position along the CA and stimulus frequency
DOI: 10.6084/m9.figshare.16681798.v1
title: fruit type of 9370 species in Yunnan Province, China.xlsx

description: This dataset includes 9370 seed plant species, belonging to three climate regions in Yunnan Province, southwest China (21°09′–29°15′N and 97°32′–106°12′ E). The three regions are similar in area, but differ greatly in climate, geography, and vegetation. The southern region has a tropical monsoon climate and contains a tropical flora that was shaped by the strike-slip extrusion of Indochina plate. The northwestern region has a temperate climate and contains a temperate flora shaped by the uplift of the Himalaya-Tibetan Plateau. The central region has a subtropical climate and contains a subtropical flora with a combination of nearly equal proportions of species from both northwestern and southern floras. The overall floras of the regions combined are representative of East Asia.A comprehensive list of the native seed plants of the above floras was obtained from several floristic inventories (Peng 1998, Zhu and Yan 2009, 2012, Zhu 2015), the Flora of Yunnan (Wu 1977-2006), and the database of seed plants from herbarium of Kunming Institute of Botany, Chinese Academy of Sciences. The nomenclature of these species was checked and standardized according to The Plant List version 1.1 (TPL, available at http://www.theplantlist.org). All the intraspecific taxa (e.g., subspecies, variety and forma) and introduced species were excluded. In total, 9,370 seed plant species were included in this study, belonging to 1,860 genera and 212 families. Fruit type (fleshy vs. dry fruit) and plant growth form (woody vs. herbaceous) data were collected from published floras: <i>Flora Repubulicae Popularis Sinicae</i> (Flora Repubulicae Popularis Sinicae Editorial Committee 1959-2004), the <i>Flora of Yunnan</i> (Wu 1977-2006), and <i>Iconographia cormophytorum sinicorum</i> (Institute of Botany, 1972-2002). For some species, there was no information in the published floras, so their fruit type and growth form were based on <i>Chinese Virtual Herbarium</i> (http://www.cvh.ac.cn/) and <i>Plant Photo Bank of China</i> (http://www.plantphoto.cn/). Fruits (sometimes dispersal diaspores) were classified as fleshy if there were apparent fleshy pericarps or appendages when mature; otherwise, they were classified as dry.<br>
DOI: 10.6084/m9.figshare.27759312.v1
title: <b>EXPLORING THE EVOLUTION OF EYE TRACKING METHODS IN SCIENCE EDUCATION: A SYSTEMATIC LITERATURE REVIEW AND BIBLIOMETRIC ANALYSIS</b>

description: This research aims to gain new insights into the evolution of Eye Tracking in Science Education (ET-SE) by synthesizing the existing literature on how the field is evolving conceptually, intellectually, and socially. A systematic literature review method and bibliometric study were used to achieve this objective. The Web of Science (WoS) and Scopus databases were used as sources of literature metadata, which were then analyzed using Bibliometrix and VOSviewer software. Starting with an initial identification of 114 documents in the WoS database and 204 documents in the Scopus database, applying strict search and exclusion criteria resulted in 107 documents in WoS and 164 documents in Scopus to be analyzed in depth. The quantitative analysis provides a comprehensive view of ET-SE through tables, graphs, and maps. The study's novelty lies in its comprehensive analysis of the application of eye-tracking technology in science education and its impact on the learning process. This research is important to educators, policymakers, and researchers, as it provides insights to improve teaching strategies, inform policy, and promote interdisciplinary collaboration. It also offers an overview of current research opportunities for ET-SE, which could benefit researchers, librarians, digital developers, educators, and policymakers. Further research can be conducted based on the scope of mathematics or physics education, especially to investigate specific skills or multiple representations.
DOI: 10.17632/5hrtxj7tnt
title: Data for: The effect of large-scale kelp and bivalve farming on the seawater carbonate chemistry variation of the semi-enclosed Sanggou Bay

description: This file includs observed and calculated data (such as pH,TA, DIC, pCO2 and other carbonate parameters) that we used to draw figures in the MS.
DOI: 10.6084/m9.figshare.1358063.v1
title: Tsimane' Amazonian Panel Studies

description: Panel study over 9 years, 2002-2010, with 400 households, and 14 villages in Bolivian farming foraging society. See sublimentary documents for detailed descriptions.
DOI: 10.6084/m9.figshare.21878688.v1
title: afolabi.sav

description: A cross-sectional survey was used to collect information using a structured questionnaire, and about 50 respondents correctly completed the questionnaire. The data collected were analysed through SPSS, descriptive and inferential statistics, and an exploratory factor analysis was conducted.
DOI: 10.6084/m9.figshare.22557931.v1
title: Orbitrap CD-MS Calibration Sample Data

description: Calibration data for CD-MS used in UniDecCD tutorial. Includes both STORI and intensity-based CD-MS.
DOI: 10.6084/m9.figshare.24182559.v7
title: Kelp forest diversity under projected end-of-century climate change [Code, data and distribution layers]

description: The data and code used in Species Distribution Modelling, the coefficient of correlation of climatic predictors, the cross-validation data splits, the spatial autocorrelation estimates per species, as well as the distribution layers (at a 0.05º resolution) per species and climate scenario.
DOI: 10.6084/m9.figshare.29044694.v1
title: CU Letter OSM.docx

description: Online supplementary material of Lifetime annual incidence trends in chronic urticaria: An 18-Year follow-up study of 40 253 cases authored by Eun Kyo Ha, Ju Hee Kim,Jeewon Shin, Won Seok Lee, Boeun Han, Eun Lee,Seonkyeong Rhie, Dong Hyun Kim, and Man Yong Han.
DOI: 10.15468/dl.vqz3dr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina silus (Ascanius, 1775)",
 "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 ((7.2551 0.4095,6.9596 0.8334,6.5492 0.9061,6.0738 0.5779,5.9713 0.201,6.1078 -0.2929,6.5348 -0.5139,7.0629 -0.1853,7.2551 0.4095))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013249-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.14253230.v1
title: Autism GWAS data

description: The Affymetrix 500 k SNP data from AGRE database
DOI: 10.6084/m9.figshare.16611538.v1
title: Photoluminescence Spectroscopy data

description: Photoluminescence spectroscopy data of MoSe2 sample.
DOI: 10.6084/m9.figshare.25912267.v4
title: Low-temperature Alloy Mechanical Properties Database

description: Low-temperature alloys are important for a wide spectrum of modern technologies ranging from liquid hydrogen, superconductivity to the quantum technology. These applications push the limit of material performance into extreme coldness, often demanding a combination of strength and toughness to address various challenges.Steel is one of the most widely used materials in cryogenic applications. With the deployment in aerospace liquid hydrogen storage and transportation, aluminum and titanium alloys are also gaining increasing attention. Emerging medium-entropy alloys (MEAs) and high-entropy alloys (HEAs) demonstrate excellent low-temperature mechanical performance with a much-expanded space of material design. A database of low-temperature metallic alloys is reported here by collecting the literature data published from 1991 to 2023, which is hosted in an open repository. The workflow of data collection includes automated extraction based on machine learning and natural language processing, supplemented by manual inspection and correction, to enhance data extraction efficiency and database quality. The product datasets cover key performance parameters including yield strength, tensile strength, elongation at fracture, Charpy impact energy, as well as detailed information on materials such as their types, chemical compositions, processing and testing conditions. Data statistics are analyzed to elucidate the research and development patterns and clarify the challenges in both scientific exploration and engineering deployment.
DOI: 10.6084/m9.figshare.28931252.v1
title: Dataset for Dynamic Token Encryption: Design and Implementation

description: <pre><pre>This dataset contains experimental data for our research on Dynamic Token Encryption (DTE), a novel security enhancement mechanism for API protection. The data includes:<br><br>1. Performance measurements comparing DTE with traditional encryption methods<br>2. Security test results demonstrating resistance against common attack vectors<br>3. Implementation metrics across different environments<br><br>The dataset supports the findings presented in our paper "Dynamic Token Encryption: Design and Implementation" submitted to PeerJ Computer Science.<br><br>This data repository complements our code implementation available at: https://github.com/anycodes/DynamicTokenEncryption</pre></pre>
DOI: 10.6084/m9.figshare.4823518.v1
title: Instances and solutions of the article "Repayment policy for multiple loans", Plos-one 2017

description: <pre>Instances for the article: </pre><pre><pre>Repayment policy for multiple loans</pre><pre>Plos-one</pre><pre>Yasmin Agueda Rios-Solis</pre><pre>Mario Alberto Saucedo-Espinosa</pre><pre>Gabriel Arturo Caballero-Robledo</pre><pre>2017</pre></pre> <pre><br></pre>
DOI: 10.6084/m9.figshare.7413365.v1
title: BioShifts: a global geodatabase of climate-induced species redistribution over land and sea

description: BioShifts.zip provides the BioShifts database including (1) the species range shifts extracted from the literature (BioShifts.csv), (2) associated reference list (References.csv), and (3) an ArcGIS File Geodatabase (Study_Areas.gdb) containing one shapefile for each of the study area (Source).<br>Lenoir_et_al.zip provides the R scripts used to conduct the analyses in Lenoir et al., including (1) the taxonomic harmonization (/Analysis/0_Script_taxonomy), (2) the estimates per taxonomic class (/Analysis/1_InferRangeShiftByClass.R), and (3) the coupling with the velocity of climate change at the species level (/Analysis/2_SpRangeShiftExplanation.R).
DOI: 10.17632/kp5bgkjggw
title: Can handwriting analysis help financial institutions understand how clients behave? : Understanding Financial Decision Making of Neurotic Individuals

description: The primary data was collected using a questionnaire tool developed in the English language. It was administered to 900 participants based on convenience sampling with 44% success rate, i.e 402 respondents filled the questionnaire and provided the needed information. 
The handwriting features used for analysis were extracted from the questionnaire using the sample text “The London Letter” originally designed by Osborn in 1929 (Harralson & Miller, 2018) as a predetermined text (Gavrilescu & Vizireanu, 2018) This paragraph has been used to collect handwriting samples in order to extract handwriting features for published studies. 
The behavioral statements were included to gather data that could be used for classification according to the Big Five Personality Traits Model. The questionnaire is based on the big five personality traits, and uses related facets along with correlated adjectives from John & Srivastava’s well cited work (John & Srivastava, 1999).
DOI: 10.17632/tbjn6p2gn9
title: Image-based Corrosion Detection Dataset

description: http://dx.doi.org/10.17632/tbjn6p2gn9.1#file-e1592642-f948-4d1c-b10b-bf011f3e19d4
DOI: 10.6084/m9.figshare.14252951.v1
title: WSSV-IN-LS.fasta

description: The genome sequences of two White Spot Syndrome Virus (WSSV) strains from India (WSSV-IN-LS and WSSV-IN-NS) that were previously studied by Sivakumar et al 2018 could not be found in public databases. The raw Illumina read sequences corresponding to these WSSV strains were downloaded from the NCBI Short Read Archive (SRR3233836 - WSSV-IN-LS and SRR3233837 - WSSV-IN-NS) and adapter sequences and low-quality bases (including poly-G and low complexity sequences) were removed using fastp v0.20.0 (Chen et al 2018). For each sample, sequences were normalised using BBNorm, part of BBTools v38.03 (Bushnell) (parameters used: ecc=t, bits=16, prefilter) prior to de novo assembly with SPAdes v3.13.1 (Bankevich et al 2012) using the only-assembler flag and k-mers of 21, 33, 55, 77, 99 and 127. Assembled contigs were blasted against a reference WSSV genome sequence (WSSV-CN, GenBank Accession AF332093.3) using Blastn v2.9.0+ (Camacho et al 2009) to identify contigs representing WSSV.<br><br>This file contains the contigs that represent the WSSV-IN-LS genome sequences.<br><b>References</b>Bankevich A, Nurk S, Antipov D, Gurevich AA, Dvorkin M, Kulikov AS, Lesin VM, Nikolenko SI, Pham S, Prjibelski AD, Pyshkin AV, Sirotkin AV, Vyahhi N, Tesler G, Alekseyev MA, Pevzner PA. 2012. SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing. J Comput Biol 19:455–477.Bushnell B. https://sourceforge.net/projects/bbmap/.Camacho C, Coulouris G, Avagyan V, Ma N, Papadopoulos J, Bealer K, Madden TL. 2009. BLAST+: architecture and applications. BMC Bioinformatics 10:421.Chen S, Zhou Y, Chen Y, Gu J. 2018. fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 34:i884–i890.Sivakumar, S., Vimal, S., Abdul Majeed, S., Santhosh Kumar, S., Taju, G., Madan, N., Rajkumar, T., Thamizhvanan, S., Shamsudheen, K.V., Scaria, V., Sivasubbu, S., and Sahul Hameed, A.S. 2018. A new strain of white spot syndrome virus affecting Litopenaeus vannamei in Indian shrimp farms. J Fish Dis. 41:1129–1146.
DOI: 10.6084/m9.figshare.20774188.v1
title: MOOD_DATA.csv

description: This CSV file contains the survey marginals necessary to create the drug mood measure in: Increasing Liberalization: A Time Series Analysis of the Public’s Mood Toward Drugs
DOI: 10.6084/m9.figshare.23140511.v1
title: XRD files NBP1808 samples

description: XRD scans of FeMn crust samples. Scans were collected for powdered samples mounted in zero background sample holders in a PANalytical X’Pert PRO X-ray diffractometer from Malvern Panalytical with Cu-Kα radiation, carbon monochromator, and automatic slit (PTRX-004). The scans were performed from 2° to 70° (2θ) at a step size and time of 0.0170° and 0.5 °/min, respectively. Measurements were performed at 40 kV and 30 mA using a curved graphite secondary monochromator. Six samples (D1-1, D21-8, D22-31, D28-32A, D28-32B, D28-32C) were thermally treated at 300°C for 24 h and were reanalyzed to assess changes in the 10Å reflection, which can help identify the 10Å manganese oxide mineral. The reanalyzed scans are marked with a "T". XRD files are named according to the laboratory internal code (8120-1, ..., 8120-27). The corresponding sample ID according to the cruise is given in table "Sample code".
DOI: 10.6084/m9.figshare.24446746.v1
title: SAM_TestRetest_Final.sav

description: The 2-week test-retest dataset for the Smartphone Addiction Measure.
DOI: 10.6084/m9.figshare.25118093.v3
title: AL&AMOCdata&code.zip

description: The file contains the main code and data for the paper.
DOI: 10.6084/m9.figshare.27922041.v1
title: DiSalvo et al. Phages specific to Paraburkholderia symbionts of soil amoeba. Frontiers in Micro Submission Nov 2024

description: Data for Frontiers in Microbiology original research submission. Details isolation and characterization of phages specific to Paraburkholderia bacterial symbionts of amoeba.
DOI: 10.6084/m9.figshare.28927595.v1
title: V18 Software updates for Calibration Paper

description: Updates to geolocation system analysis software for calibration analysis. CEAS Space systems submittal May 2025