cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zb96mzvhv5
title: Biogeographic annotation of Arctic unicellular eukaryotes based on Tara Oceans data

description: This is the Appendix of a work by Ibarbalz et al., entitled "Pan-Arctic plankton community structure and its global connectivity". The Appendix consists of a resource table containing the biogeographic classification and taxonomic affiliation of OTUs detected in the Arctic Ocean. OTUs are constructed based on the Tara Oceans 18S rRNA gene metabarcoding data set, V9 and V4 variable regions.
DOI: 10.6084/m9.figshare.16669324.v1
title: Data for "Hysteresis of the Intertropical Convergence Zone to CO2 Forcing"

description: Data for "Hysteresis of the Intertropical Convergence Zone to CO2 Forcing"<br><br><br>
DOI: 10.6084/m9.figshare.24998966.v1
title: Cropped Cuneiform Sign Collection: A Comparative Dataset of Neo-Babylonian and Neo-Assyrian Scripts

description: This dataset presents the most common 25 cropped signs (a, an, diš, gar, ud, mu, na, ki, ma, u₂, i, meš, šu₂, nu, aš, ni, igi, šu, e, ta, ka, ti, ru, bad, giš) in the Neo-Babylonian and Neo-Assyrian eras. The dataset results from the union of three open-source datasets, as explained in detail below.A main contribution of this work is the publicly available eBL dataset. 16,943 cropped images from the eBL dataset are used here.The Late Babylonian Signs (LaBaSi) project, focuses on signs from the Neo-Babylonian period. 3,968 cropped images from the LaBaSi dataset are used in this dataset.Cuneiform Digital Palaeography Project (CDDP) dataset. The CDPP dataset consists of a series of snippets of images and an Excel file with metadata. With the help of the eBL database, we were able to extract the class for the CDPP signs by querying the museum number against the eBL’s Fragmentarium. 1,441 cropped images from the CDPP dataset are used in this study.
DOI: 10.6084/m9.figshare.28450643.v10
title: Urban and Periurban Forests of Italy: Structure, Tree-related Microhabitats, and Deadwood

description: The dataset consists of a total of 180 plots, sampled across three Italian urban areas: Firenze, Roma, and Campobasso. Within each urban area, four distinct locations were selected, with 15 in-situ plots sampled at each site. The plots were arranged along a gradient from urban to peri-urban environments, as follows:<b>Firenze</b>: Parco delle Cascine, Giardino di Boboli, Villa Medicea della Petraia, Villa Demidoff - Parco Mediceo di Pratolino;<b>Roma</b>: Villa Borghese, Villa Ada Savoia, Villa Doria Pamphilj, Riserva Naturale di Decima Malafede;<b>Campobasso</b>: Villa De Capoa, Rocca Monforte, Parco dello Scarafone, Monte Vairano.Per each plot, information regarding (i) forest structure, (ii) tree-related microhabitats, and (iii) deadwood characteristics were collected.
DOI: 10.17632/4k49sk6s2w
title: Lipidome of leaves of esca-affected grapevine

description: The dataset presented in this paper comprises the masses of 208 lipid species and other compounds of lipid metabolism, and their levels in leaves of vines with brown wood streaking and grapevine leaf stripe, two symptomatic expressions of Esca complex disease (ESCA).
DOI: 10.17632/6jf28ftxrr
title: Energy, protein, dry matter and water gap analysis in dairy cows kept under cut and carry fodder- based feeding system.

description: There is a gap in dry matter, water, energy and protein intake of dairy cows kept in cut and carry fodder-based feeding systems in Sub-Saharan countries, Rwanda included. Data on feed characterization were computed using the FarmDESIGN models by Groot and Oomen (2016), while data on cows’ production requirements were calculated using LIGAPS dairy models. Data were analyzed using a general linear model (GLM) in SPSS. Results on feed characteristics showed that the average nutritive value of the offered fodder was 25% dry matter (DM), 58.5% neutral detergent fibre (NDF), 9.8% crude protein (CP), and 6 MJ of metabolizable energy (ME) per kg DM. The average daily feed intake was 9 kg DM, 35 litres of water, 898 g of CP, and 55 MJ of ME, resulting in milk production of 8.8 litres per day across both sites. However, the average requirement for maintaining a dairy cow with a body weight of 430 kg and a target milk production of 16.5 litres per day was 15 kg of DM, 57 Litres of water, 1907 g of CP, and 137 MJ of ME. This resulted in daily deficits of 6 kg DM, 21.6 litres of water, 1,094 g of CP, and 83.7 MJ of ME, along with a 7.6-litre shortfall in daily milk yield. Available fodder in the dry season is low in quantity and quality for sustaining maintenance and milk production and measures of storing enough fodders that are of good quality are much needed. These findings will be used by researchers in developing dairy diet models at the household level. For dairy feed manufacturers, this analysis will guide proper rationing of high-concentrate ingredients rich in energy and protein, in line with cows’ nutritional requirements. Identifying the gap in available feed resources will encourage farmers to adopt effective feeding management practices that enhance energy, protein, and water intake leading to improved milk production.
DOI: 10.17632/6sfs7t8vd2
title: Fingerprint powders, fingerprints, and touch DNA

description: This dataset shows the results of using fingerprint powders on the recoverability of touch DNA.
DOI: 10.17632/j9c5mcmw3c
title: Dataset of thermal behaviour and weather data of thermal disinfestation of Sitophilus oryzae in plastic bags using solar heating.

description: These datasets are related to solar disinfestation of wheat using polyethylene bags and direct solar radiation to control Sitophilus oryzae. The data collected in Canada and Egypt. In Canada, Clear polyethylene bags of wheat were used for thermal control using solar radiation. There were four treatments of different wheat amount, 16, 21, and 25 inside clear bags in wood boxes and another 21 kg of wheat in plastic bag not in a wood box. The solar heating for all treatments were investigated in the field under two different conditions. First, the temperature profile inside the bags was recorded every morning, and the grains were mixed and stacked in foam boxes during the night over five days. Second, the temperature profile was recorded continuously during day and night over six days. Different weather condition, ambient temperature, solar radiation, wind direction, and wind speed were collected during both experiments using a weather station located on the filed. In Egypt, clear plastic bags and woven plastic bags with 16 kg of wheat were used for solar heating over 5 d. Generally, the temperature profile data inside the plastic polyethene bags under different storage conditions, grain amounts, bags materials and different weather conditions allow other researchers to develop different models to understand the thermal behavior for thermal disinfestation. Solar heating is a very promising disinfestation technique that was successfully used for museum pest control, postharvest pest control, and soil disinfestation.
DOI: 10.17632/mvn2yv7mvj
title: Mutale River Hydrometeological Data

description: River gage and weather station data from the Mutale River, Limpopo, South Africa. Stations: Mbehela (22.810210 S, 30.452066 E), Mutale Weir (22.772766 S, 30.536355 E) ***This is archived data. Due to funding requirements, the data will be kept current on the project website, duq.edu/limpopo, and click on Data. This links to the USAID data repository, https://data.usaid.gov/Environment/Limpopo-Resilience-Lab-Hydrology-and-Meteorology-D/kd6k-e7uv. ***
DOI: 10.6084/m9.figshare.24431146.v1
title: 2016 Glasser MMP1.0 Cortical Atlases

description: The group level MMP parcellation map was projected onto two standard templates using registration fusion. First subject specific volume to surface mappings were inverted to transform cortical parcellations into native T1 space. Then transformations from native T1 space to the desired template space were applied to transform parcellations into the desired spaces. Each volume represents a different participant's projection. Data from two different studies are incorporated. fmriprep 20.2.3 computed all spatial transformations. Refer to methods.txt for scanning protocols and participant details.
DOI: 10.6084/m9.figshare.28830041.v6
title: PlantConnectome_KG_2025version

description: Arabidopsis Thaliana gene-linked open sourced scientific articles were parsed through GPT-4o to construct database
DOI: 10.6084/m9.figshare.14936046.v2
title: Streamflow and sediment load

description: The dataset is the annual streamflow and sediment load data from 1956 to 2005 in the Yellow River basin at eight main stations from Yellow River Conservancy Commission.<br>
DOI: 10.6084/m9.figshare.26362294.v1
title: Yokoyama et al., Supplementary Data for "Prediction of Li-ion Conductivity in Ca and Si co-doped LiZr<sub>2</sub>(PO<sub>4</sub>)<sub>3</sub> Using a Denoising Autoencoder for Experimental Data"

description: <b>uniDAE.py </b>is the python script used in this study. The script includes a denoising autoencoder for XRD profiles with six attention heads and a deep learning model for regression analysis of the activation energy (Ea) of ion conduction.<b>bestmodel.pth</b> is the trained deep learning model for uniDAE.py used in this study.<b>Input folder</b> contains csv files that is training/validation/test data used in uniDAE.py. (LCZSP_data_with_Ea.csv includes sample number, heating condition, and Ea data. LCZSP_XRD_original_withH.csv contains the same information as <b>LCZSP_data.zip</b> (the Ea values at each sintering temperature). It is formatted for input into the machine learning program.<b>LCZSP_data.zip </b>(contains the same information of LCZSP_XRD_original_withH.csv)Experimental measurement data for the lithium-ion conductor Li1.45Ca0.15Zr1.85Si0.15P2.85O12 (LCZSP) material synthesized using 54 different sintering programs.<br><b>Reference</b> Yokoyama et al. DOI: 10.1063/5.0231411For information on sample synthesis (LCZSP_data.zip), refer to:<br>H. Takeda, H. Fukuda, K. Nakano, S. Hashimura, N. Tanibata, M. Nakayama, Y. Ono, T. Natori, "Process optimisation for NASICON-type solid electrolyte synthesis using a combination of experiments and Bayesian optimisation", Mater. Adv., 3, 8141-8148. (2022) DOI: 10.1039/D2MA00731B.<br><br>
DOI: 10.6084/m9.figshare.3543863.v1
title: Appendix A. Method description of rRNA gene sequence analyses of fungi and bacteria.

description: Method description of rRNA gene sequence analyses of fungi and bacteria.
DOI: 10.6084/m9.figshare.17307074.v1
title: Prevalence of Depressive Symptoms in Patients with Chronic Physical Illness

description: This cross-sectional analytical study was conducted among the patients receiving outpatient and inpatient services for chronic medical illnesses of Shree Birendra Hospital, a tertiary-level hospital. Data for the analysis was collected over four months (February - May 2021). After reviewing the hospital annual record sheet, patients diagnosed with Hypertension, DM, COPD, CKD, and Congestive Heart Disease (CHD) (the five most prevalent chronic illnesses) were included. The cases diagnosed by the treating physician of Shree Birendra Hospital and receiving medication for at least a year who could respond/ express well and give consent were eligible for participation. The patients too unwell to participate were excluded from the study.Demographic and socio-economic variables such as Gender (male/ female), residence (rural/urban), Education (Illiterate/ Literate/ Primary/ Secondary/ Higher secondary), marital status (Married/ widow/ widower), Religion (Hindu/ Buddhist/ Christian/ Others), Kuppuswamy’s score (Upper middle/ Middle-Lower middle/ Lower-Upper Lower/ Lower), physical activity (Sedentary/ Non Sedentary), sleep (Adequate/ Inadequate), substance abuse (Alcohol/ Smoking/ Both/ None/ Missing), comorbidities (Hypertension/DM/COPD/CKD/CHD/ Multiple), duration of illness (1-5 years/ 6-10 years/ 11 and above), past history of depression (Yes/ No) were included in the survey questionnaire <br><br>
DOI: 10.6084/m9.figshare.7356590.v1
title: UCE probe sets for Phthiraptera

description: UCE probe sets for Phthiraptera
DOI: 10.15482/usda.adc/1528310
title: Data from: Variations in Phytochemical Content and Composition in Distillers Corn Oil from 30 U.S. Ethanol Plants

description: The data is in csv format. It contains the plant averages for all data presented in the published manuscript 'Variations in Phytochemical Content and Composition in Distillers Corn Oil from 30 U.S. Ethanol Plants'. The analytical replications vary by test type, and are specified in the published paper.
DOI: 10.17632/tzm3kdzm55
title: mace mohs supp table

description: Supplemental Table 1. Baseline Comorbidities and Use of Medications of Patients treated with Mohs Micrographic Surgery with vs. without Cardiovascular Disease Before and After Propensity Score Matching (PSM), Including 30-Day and 3-Month Analyses.
DOI: 10.6084/m9.figshare.13584764.v1
title: SPIRIT-Checklist-for randomised studies protocols.doc

description: <br><b>Lista de verificação do SPIRIT:</b><b>Influência da estimulação elétrica transcutânea na regeneração nervosa periférica após neurorrafia digital do nervo: protocolo de estudo para um ensaio clínico randomizado</b><br>
DOI: 10.6084/m9.figshare.27241905.v1
title: Dataset for "Influence of Layer Height and Nozzle Diameter on the Resistivity of Additively Manufactured Electrically Conductive Structures Made by Material Extrusion"

description: Additive manufacturing (AM) via material extrusion (MEX) enables the production of electrically functional structures, such as sensors, actuators, and conductive interconnections. Electrical properties in these structures are influenced by nozzle diameter and layer height, requiring optimization to balance resolution, production time, and cost efficiency. This study investigates the effects of these parameters on electrical resistivity and surface roughness. Single-layer rectangular specimens were fabricated using an electrically conductive composite, with nozzle diameters varied in six increments and layer heights adjusted in 50µm steps within limits based on nozzle diameter. Statistical analysis confirmed that both parameters significantly impact resistivity and surface roughness. Minimal resistivity was observed at a layer height-to-nozzle diameter ratio of 40–60%. Ratios outside this range increased resistivity: lower ratios likely disrupted conductive networks due to higher shear rates, while higher ratios reduced melt pressure, impairing inter-strand contact. Additionally, increased surface roughness degraded electrical performance by reducing the conductive cross-section and strand contact area. These findings emphasize the critical role of process parameter optimization in MEX to improve the electrical properties of AM components, providing valuable insights into material-process interactions for Design for Additive Manufacturing.
DOI: 10.17632/c66j833vbw
title: Home-based Business Dataset (1954-2020)

description: The Home-based Business research and publication dataset, which was indexed by Scopus from 1954 to 2020. The dataset contains data authors, authors ID Scopus, tittle, year, source tittle, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.20294361.v1
title: Distribution of whio on the New Zealand river network

description: This dataset was used to make predictions of the relative likelihood of whio (<em>Hymenolaimus malacorhynchos</em>) occurrence across the New Zealand river network based on contemporary habitat conditions and prior to human arrival in New Zealand. A brief description of the data is provided below. Whio distribution data Whio data were obtained from a New Zealand Department of Conservation (DOC) database containing 17,113 records of their occurrence in more than 166 river catchments across New Zealand. These data represent presence records collected from 1979–2016 during targeted surveys of river catchments looking for whio and routine monitoring of known whio populations, as well as incidental sightings by DOC staff and citizen scientists. Each whio occurrence record was buffered by 250 m and assigned to the nearest reach of the New Zealand digital river network, a representation of the spatial configuration of New Zealand’s rivers. This network comprises ~576,000 reaches, each representing the length of river between confluences. Where multiple whio occurrence records were assigned to the same reach, they were combined to give a single presence record to avoid pseudo-replication. In all, we identified 5,439 reaches where whio had been observed between January 1979 and January 2016. <br> Predictors Each reach in the digital river network has been characterised by a set of predictors, including catchment area, stream length, elevation and slope derived from digital elevations models; catchment geology derived from geological maps; land cover from remote sensing data; and runoff, rainfall and potential evapotranspiration from interpolated climate station data. We selected predictors from the digital river network likely to be important in structuring whio distribution through physical habitat provision and food availability. These predictors described characteristics of the hydrology, topography, climate and land cover for the entire New Zealand river network at two spatial scales ecologically relevant to whio; the local reach and upstream catchment.
DOI: 10.17632/6dcxrytc3r
title: Data for: Cretaceous evolution of the Central Asian proto-Paratethys Sea: tectonic, eustatic and climatic controls

description: Includes sedimentologic (description of facies, facies associations and depositional environments), magnetostratigraphic (mean paleomagnetic results chart), biostratigraphic (range charts for nannofossils and dinocysts) and basin analysis data from this study. See text and supporting information for details of the sedimentologic, magnetostratigraphic, and biostratigraphic analyses and discussion of the data.
DOI: 10.17632/br6zbyrvmn
title: Data for: A parameterized geometric fitting method for ellipse

description: The validity of the fitting algorithm is verified from four aspects
DOI: 10.17632/26d7rwk8yx
title: Supplementary Data for "Sex hormones, the stool microbiome, and subclinical atherosclerosis in women with and without HIV"

description: Supplementary Tables and Figures for "Sex hormones, the stool microbiome, and subclinical atherosclerosis in women with and without HIV", by Peters et al. (2023)
DOI: 10.17632/6tgjfnkf85
title: Contracts and Opportunism Relationship

description: Contractual errors, gaps, and omissions positively impact opportunistic behavior in supply chains and consequently increase procurement costs. 
Contract flexibility negatively impacts opportunism in supply chains and consequently reduces procurement costs.
Contract compliance positively impacts opportunism in supply chains and consequently increases procurement costs. 
Contract renegotiations positively impact opportunism in supply chains and consequently increase procurement costs.
DOI: 10.17632/rssf5nxxby
title: Data belonging to Predicting the 1p/19q co-deletion status of presumed low grade glioma with an externally validated machine learning algorithm

description: Data belonging to the 'Predicting the 1p/19q co-deletion status of presumed low grade glioma with an externally validated machine learning algorithm' paper, as publisched in Clinical Cancer Research. When using this data please cite: Predicting the 1p/19q Codeletion Status of Presumed Low-Grade Glioma with an Externally Validated Machine Learning Algorithm. Sebastian R. van der Voort, Fatih Incekara, Maarten M.J. Wijnenga, Georgios Kapas, Mayke Gardeniers, Joost W. Schouten, Martijn P.A. Starmans, Rishie Nandoe Tewarie, Geert J. Lycklama, Pim J. French, Hendrikus J. Dubbink, Martin J. van den Bent, Arnaud J.P.E. Vincent, Wiro J. Niessen, Stefan Klein and Marion Smits. Clin Cancer Res December 15 2019 (25) (24) 7455-7462; DOI: 10.1158/1078-0432.CCR-19-1127 Data includes trained SVM models, image features derived for all patients, labels for all patients, PCE models used to derive feature importance and segmentations made for the LGG-1p19qDeletion dataset from The Cancer Imaging Archive (https://wiki.cancerimagingarchive.net/display/Public/LGG-1p19qDeletion#a888d85b04c640eeaf802e12db2dc8ad)
DOI: 10.6084/m9.figshare.11369187.v1
title: Genetic repertoire of Serratia marcescens Db11

description: A natural inhabitant of soil and water, the Gram-negative rod-shaped bacterium <i>Serratia marcescens</i> is also an opportunistic pathogen known to cause a variety of infections. The bacterium is characterized by a secreted red pigment known as prodigiosin. This work sought to unveil the mysterious veil of this facultative anaerobic bacterium that is a close inhabitant of our living environment such as on the lining of bathroom tiles and toilet water line. Using an in-house MATLAB software, the annotated genome sequence of <i>Serratia marcescens</i> Db11 (Genbank accession number: NCBI Reference Sequence: NZ_HG326223.1) was parsed into its constituent gene name, gene function, and gene sequence; thereby, allowing a gene database comprising all 4710 genes of the bacterium to be constructed. Overall, the constructed gene database should serve as a useful resource for biologists seeking to understand fundamental biological and physiological mechanisms at work in this opportunistic pathogen.<br><br>
DOI: 10.6084/m9.figshare.3971883.v2
title: Data Science SNOM Sets

description: The entire compressed zip file contains 5 sub folders.<br><br>1. ATR_FTIR (raw spectra): 50 files with an overall size of 800 KB;<br>2. Collated_FB_SNOM_Raw: 488 files 19.2 MB;<br>3. Collated_FB_SNOM_TXT: 166 files 37.7 MB;<br>4. A metadata file containing demography of patients: 2 files (one Word; one PDF), 72 KB; and,<br>5. One Excel spreadsheet detailing experimental parameters: 1 file, 52 KB.<br><br>For 1, 2 and 3, each folder contains sub-folders grouping the files into the 5 different types of cervical cytology: normal, low-grade dyskaryosis; high-grade dyskaryosis; pre-invasive mixed lesion and adenocarcinoma.<br><br>1. Spectra can be viewed in Opus software;<br>2. Can be viewed in freely available software Gwyddion 2.40, available at http://gwyddion.net/;<br>3. Can be viewed as a text file/matrix in many applications, including matlab; and,<br>4 + 5 are self-obvious.<br>
DOI: 10.17632/jg8tr5cw8g
title: Nutrient budget and biogeochemical dynamics in Sansha Bay, China: a coastal bay affected by intensive mariculture

description: This file provides the detailed dataset on the hydrological characteristics and nutrient concentrations collected in each station in Sansha Bay during the investigation period. This dataset is used to generate Tables and Figures in the manuscript.