cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25015853.v2
title: Near real-time atmospheric and oceanic science products of Himawari-8/9 geostationary satellites over the South China Sea

description: In pursuit of facilitating weather and marine environment monitoring, fortifying maritime security, and supporting ocean navigation, among other objectives, the initial release of near real-time (NRT) atmospheric and oceanic science products has been formulated. These products stem from Japanese Himawari-8/9 (H8/9) geostationary (GEO) satellites positioned over the South China Sea (SCS), with the development grounded in the antecedent FengYun (FY) geostationary satellite algorithm testbed (FYGAT). The satellite products showcase a temporal resolution of 10 minutes and a gridded resolution of 0.05° × 0.05°, spanning from November 3, 2022, to the present. These regional H8/9 GEO satellite science products encapsulate diverse critical data, encompassing cloud mask, fraction, height, phase, optical and microphysical properties, layered precipitable water, sea surface temperature, and more. The dataset is archived in .h5 data formats. The paper regarding this dataset is planned for submission to the journal "Earth System Science Data."
DOI: 10.6084/m9.figshare.25189118.v2
title: Climate Indices for heat waves, droughts and floods in Sweden (1922-2021)

description: Includes netCDF files for the following climate indices:Standardized Precipitation Index (SPI) - 3, 6 and 12-month accumulation periods, monthly frequencyStandardized Precipitation and Evapotranspiration Index (SPEI) - 3, 6 and 12-month accumulation periods, monthly frequencyDaily Flood Index (DFI), daily frequencyHeat Wave Intensity Index (HWI) - based on European Drought Observatory and Sveriges meteorologiska och hydrologiska institut definitions, daily frequency.<br>The indices were calculated based measured daily temperatures and precipitation rates available on the SMHI Open API for meteorological observations. The data is interpolated in a 100x100 grid in WGS84 coordinate system.<br>
DOI: 10.6084/m9.figshare.5123347.v1
title: Supplementary Material for: Structural Analysis of the Leptospiral Sphingomyelinases: in silico and Experimental Evaluation of Sph2 as an Mg<sup>++</sup>-Dependent Sphingomyelinase

description: <i>Background:</i> Leptospiral sphingomyelinases are candidate virulence factors present only in pathogenic <i>Leptospira</i> spp. <i>Leptospira interrogans</i> serovar Lai encodes Sph1, Sph2, Sph3, Sph4 and SphH. Except for Sph4, they all possess the exo-endo-phosphatase domain that groups them under the DNase I superfamily. <i>Methods, Results and Conclusions:</i> Modeling of exo-endo-phosphatase domains reveals high-level structural similarity of Sph2 with the crystal structure of SmcL and BC SMase sphingomyelinases from <i>Listeria ivanovii</i> and <i>Bacillus cereus, </i>respectively. A β-hairpin loop, essential for host cell membrane interaction, is absent in leptospiral sphingomyelinases. Instead, several aromatic amino acids were oriented outward from the surface of these molecules and formed clusters of hydrophobic regions that possibly enables the anchoring of these molecules into the host cell membrane, as demonstrated in Sph2 and Sph3. Sph2 is unique and possesses the Mg<sup>++</sup>-binding Glu53 residue in the metal-binding site and two His residues (His151 and His286) in the catalytic site. We demonstrate experimentally the Mg<sup>++</sup>-dependent hemolysis of erythrocytes by rSph2 and its ability to cleave sphingomyelin to ceramide. Anti-Sph2 antibodies neutralized the hemolytic activity of Sph2. In conclusion, we provide evidence showing that Sph2 is a Mg<sup>++</sup>-dependent hemolysin with both sphingomyelinase and hemolytic activities.
DOI: 10.6084/m9.figshare.7519472.v1
title: Telemedicine in the Family Health Strategy: an assessment of applicability in the context of PET Project

description: Abstract Introduction: web and teleconferencing tools to increase the resolution of Primary Care Health (PHC) are valuable tools in conjunction with secondary care. Objective: To evaluate the second formative opinion by web and teleconference in PHC and secondary health center among members of the PET-Health. Method: We performed a cross-sectional study including eight Family Health teams, connected by telehealth tools to a center of secondary health care, attached to a higher education institution, where a cardiologist and an allergist acted as medical consultants. Result: We generated 103 consultancies - 44 in cardiology and 59 in respiratory and skin allergy. It was found that the assisted age was higher in the second opinion of Cardiology; men prevailed in cardiology and women in allergy. In PHC, we found great or good resolving in 75% of the cases. In cardiology application and interpretation uncertainty of additional tests/driving treatment accounted for 75% of cases. In allergy, the diagnosis uncertainty accounted for 90% of them. The main diagnostics in cardiology were hypertension, congestive heart failure and sinus arrhythmia. In allergy they were asthma and atopic dermatitis. Conclusion: The study reveals potential and relevance of telemedicine training, assistance and research in the SUS.
DOI: 10.17632/7z3fndwnjv
title: Turkish electricity data

description: Data is available online for free from https://seffaflik.epias.com.tr/home
Data frequency is hourly and covers the period from 1.1.2015 to 31.12.2020
Data variables include demand for electricity, market supply of electricity from various resources, various renewable resources that are offered through the renewable resource support mechanism and day ahead market prices in USD, Euro and Turkish Lira terms.
DOI: 10.6084/m9.figshare.23348477.v2
title: Mortimer et al. Reconnaissance basement geology and tectonics of North Zealandia. Supplemental Files 1-8.

description: Supplemental Files associated with a manuscript submitted to Tectonics, June 2023
DOI: 10.6084/m9.figshare.25124129.v6
title: Source Data of NCOMMS-NCOMMS-23-29744B

description: Source Data of NCOMMS-NCOMMS-23-29744B
DOI: 10.6084/m9.figshare.25757352.v1
title: Data used in analyses

description: Data used in diet and movement analyses. Refer to code to see how we used these data.
DOI: 10.6084/m9.figshare.27037501.v1
title: Ophthalmic Presentation of Diffuse Intrinsic Pontine Glioma in Children (Case Series and Literature Review)

description: Diffuse intrinsic pontine glioma (DIPG) is a rare aggressive brainstem lesion, affecting mainly young children. This report describes sixth cranial nerve palsy as the initial ophthalmic presentation in children with this pathology. Case series and literature review.
All children presented with sixth nerve palsy were consecutively recruited from the pediatric clinic at the East Sussex NHS Healthcare Trust within the last 10 years. Full ophthalmic examination, orthoptic assessment, and refraction check were done in three patients. Magnetic Resonance Imaging was carried out using 1.5 Tesla (Siemens Symphony, Erlangen, Germany) to establish the diagnosis.
The patients’ age ranged from 5 to 14 years at the time of presentation. All presented with sudden onset esotropia and limited abduction, suggestive of presence of sixth nerve palsy, requiring urgent medical attention. On detailed questioning and assessment, all children showed various neurological symptoms including nystagmus, liquid dysphagia, balance problems, and nocturnal enuresis. Two out of three patients died within 7 months following diagnosis. Sudden onset esotropia, especially due to sixth nerve palsy in children, should be considered a red flag symptom, prompting proper urgent specialist assessment. Sixth nerve palsy in patients with DIPG was associated with severely reduced life expectancy in this case series of three patients, shorter than in reported non-ophthalmic presentations.
DOI: 10.6084/m9.figshare.3426251.v1
title: site-frequency spectra used in doi: 10.1101/2022.08.18.504427

description: SNP variant counts by mutation rate, described in "Recurrent mutation in the ancestry of a rare variant" by John Wakeley, Wai-Tong (Louis) Fan, Evan Koch and Shamil Sunyaev (preprint available at https://doi.org/10.1101/2022.08.18.504427) and generated using the Roulette method in "A mutation rate model at the basepair resolution identifies the mutagenic effect of Polymerase III transcription" by Seplyarskiy et al (preprint available at https://doi.org/10.1101/2022.08.20.504670). "mu" is the mutation rate inferred using Roulette, and "n" is the number of sites with variant count "AC_nfe" in gnomAD v2.1.1 data for ~57K non-Finnish European samples.
DOI: 10.6084/m9.figshare.5720560.v1
title: Cemento-Osseous Dysplasias: Imaging Features Based on Cone Beam Computed Tomography Scans

description: Abstract Imaging exams have important role in diagnosis of cemento-osseous dysplasia (COD). Cone beam computed tomography (CBCT) stands out for allowing three-dimensional image evaluation. This study aimed to assess the prevalence of cases diagnosed as COD on CBCT scans, as well identify the main imaging features related to these lesions. An analysis was performed in a database containing 22,400 radiological reports, in which all cases showing some type of COD were initially selected. These CBCT exams were reevaluated to confirm the radiographic diagnosis and determine the prevalence and distribution of the types of COD with regard to gender, age and preferred location, while describing its most common imaging aspects. Data were presented using descriptive analyses. There were 82 cases diagnosed as COD in the CBCT images (prevalence of 0.4%). The distribution of patients was 11 (13.4%) male and 71 (86.6%) female, with a mean age of 49.8 years (age-range 17-85 years). There were 47 (57.3%) cases of periapical COD, 23 (28%) of focal COD and 12 (14.6%) of florid COD. The mandible was more affected than the maxilla. In most cases, the lesions were mixed or hyperdense. All COD had well-defined limits and there were no cases of tooth displacement. In conclusion, periapical COD was the most common type and the most affected bone was the mandible. Imaging evaluation is critical for diagnosis and dentists should bear in mind all possible radiographic presentations of COD in order to prevent misleading diagnoses and consequently, inadequate treatments.
DOI: 10.17632/rcjwfxkswf
title: ESTIMASI AMBANG BATAS MAKSIMUM INFLASI DI PROVINSI ACEH

description: Tingkat inflasi merupakan salah satu sasaran makro pembangunan yang dicantumkan di dalam
Rencana Pembangunan Jangka Menengah Nasional (RPJMN) 2020-2024 yang berdampak terhadap
capaian pembangunan baik secara langsung maupun tidak langsung, karena kemajuan dalam
pertumbuhan ekonomi ditopang oleh stabilitas harga yang terjaga. Beberapa penelitian menyatakan
bahwa hubungan inflasi dengan pertumbuhan ekonomi tidaklah linear, hingga pada ambang batas
(threshold) maksimum nilai inflasi, inflasi berhubungan positif dengan pertumbuhan ekonomi, dan
setelah nilai threshold, inflasi berhubungan negatif terhadap pertumbuhan ekonomi. Saat inflasi berada
pada posisi rendah dan stabil, akan memberikan efek positif bagi perekonomian, akan tetapi inflasi tinggi
dan tidak terkendali berakibat buruk terhadap aktivitas perekonomian. Hal ini pada akhirnya
mengundang pertanyaan, seberapa tinggi inflasi seharusnya dijaga? Penelitian ini bertujuan untuk
menduga nilai ambang batas (threshold) maksimum inflasi di Provinsi Aceh. Pendugaan nilai ambang
batas (threshold) maksimum inflasi dilakukan menggunakan model tren non linear (kuadratik). Hasil
penelitian menunjukkan bahwa nilai threshold inflasi di Provinsi Aceh sebesar 6.89 persen. Pemerintah
Daerah Provinsi Aceh melalui Tim Pengendalian Inflasi Daerah (TPID) harus waspada saat laju inflasi
di Aceh lebih tinggi dari 6.89 persen, karena akan berdampak negatif terhadap pertumbuhan ekonomi.
DOI: 10.6084/m9.figshare.25809655.v1
title: Drainage pattern recognition

description: <b>Drainage pattern recognition combined with second-order co-occurrence matrices and global features in CNN networks</b>.
DOI: 10.6084/m9.figshare.27617268.v2
title: Supplementary Data 13

description: Information about the presence of KEGG genes across different cohort. E represented for terms existed only in EARB species, N for terms exited only in non-carriers, S for terms exited only in SARB species, EN for terms existed only for both EARB and non-carriers, ES for terms existed only for both EARB and SARB species, NS for terms existed only for both non-carriers and SARB species, and ENS for terms all existed among EARB, SARB, and non-carriers.
DOI: 10.6084/m9.figshare.27992417.v7
title: CMAB-The World's First National-Scale Multi-Attribute Building Dataset

description: Rapidly acquiring three-dimensional (3D) building data, including geometric attributes like rooftop, height and orientations, as well as indicative attributes like function, quality, and age, is essential for accurate urban analysis, simulations, and policy updates. Current building datasets suffer from incomplete coverage of building multi-attributes. This paper presents the first national-scale Multi-Attribute Building dataset (CMAB) with artificial intelligence, covering 3,667 spatial cities, 31 million buildings, and 23.6 billion m² of rooftops with an F1-Score of 89.93% in OCRNet-based extraction, totaling 363 billion m³ of building stock. We trained bootstrap aggregated XGBoost models with city administrative classifications, incorporating morphology, location, and function features. Using multi-source data, including billions of remote sensing images and 60 million street view images (SVIs), we generated rooftop, height, structure, function, style, age, and quality attributes for each building with machine learning and large multimodal models. Accuracy was validated through model benchmarks, existing similar products, and manual SVI validation, mostly above 80%. Our dataset and results are crucial for global SDGs and urban planning.Data records: A building dataset with a total rooftop area of 23.6 billion square meters in 3,667 natural cities in China, including the attribute of building rooftop, height, structure, function, age, style and quality, as well as the code files used to calculate these data. The deep learning models used are OCRNet, XGBoost, fine-tuned CLIP and Yolo-v8.Supplementary note: The architectural structure, style, and quality are affected by the temporal and spatial distribution of street views in China. Regarding the recognition of building colors, we found that the existing CLIP series model can not accurately judge the composition and proportion of building colors, and then it will be accurately calculated and supplemented by semantic segmentation and image processing. Please contact zhangyec23@mails.tsinghua.edu.cn or ylong@tsinghua.edu.cn if you have any technical problems.Reference Format: Zhang, Y., Zhao, H. & Long, Y. CMAB: A Multi-Attribute Building Dataset of China. Sci Data 12, 430 (2025). https://doi.org/10.1038/s41597-025-04730-5.
DOI: 10.17632/f3dx2rrg8v
title: CoFlame: A refined and validated numerical algorithm for modeling sooting laminar coflow diffusion flames

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract Mitigation of soot emissions from combustion devices is a global concern. For example, recent EURO 6 regulations for vehicles have placed stringent limits on soot emissions. In order to allow design engineers to achieve the goal of reduced soot emissions, they must have the tools to so. Due to the complex nature of soot formation, which includes growth and oxidation, detailed numerical models are required to gain fundamental insights into the mechanisms of soot formation. A detailed descripti... Title of program: CoFlame Catalogue Id: AFAU_v1_0 Nature of problem Soot formation in laminar diffusion flames with detailed description of thermdynamics, kinetic, and transport data Versions of this program held in the CPC repository in Mendeley Data AFAU_v1_0; CoFlame; 10.1016/j.cpc.2016.06.016
DOI: 10.6084/m9.figshare.5728467.v1
title: BET-seq Processed Data

description: This fileset contains all of the intermediate processed files from the BET-seq manuscript concerning motif refinement in the regions flanking the core binding motifs of the Pho4 and Cbf1 yeast transcription factors.
DOI: 10.17632/xrk5rfcpvg
title: A soil moisture dataset over the Brazilian semiarid region

description: This dataset contains soil moisture measured over the Brazilian Semiarid region from August 2015 to April 2019. An observational network of automatic ground stations was established by the National Center for Monitoring and Early Warning of Natural Disasters (CEMADEN) with the aim of supporting monitoring activities over the driest and most drought-affected region in the country. The sites are mostly characterised by family farming and rainfed agriculture. Soil volumetric water content is obtained by measuring the dielectric constant of the soil at 70 MHz frequency, which minimizes salinity and textural effects (model EC-5, Decagon Devices, Pullman, WA, USA). Probes use the default calibration, resulting in a precision of approximately ±0.03 m3 m-3. Measurements were made hourly at 0.1 m and 0.2 m depths; a subset of stations (10% of the original network, evenly distributed) had measurements at 0.1 m, 0.2 m, 0.3 m, and 0.4 m depths. Rainfall measurements are also included in this version of the dataset. Measurements were accumulated hourly. A total of 360 stations were selected after a quality control process. Data availability is approximately 2 years long on average, reaching up to 4 years in some stations. Gaps caused by instrument malfunction or data transmission problems are occasional on the data. Validation and consistency were assessed by comparing trends in soil vertical neighbour data and rainfall records collected by each station. Stations with at least two months of soil moisture data were kept on the database. Each file available here contains the time series and the metadata with information on the city, the Brazilian state, the geographic coordinates, and the soil texture (fraction of sand, silt and clay). Soil information was derived from 1 kg disturbed samples collected at each site. Data for individual stations are in the compressed file PCDs_.zip while a list summarising stations information is found in the file _Stations.xlsx. First applications of this dataset and further details on methodology and site can be found in Zeri et al. (2018, https://doi.org/10.3390/w10101421). Version 2 of the dataset includes rainfall measurements, 3 new stations, and the inclusion of records incorrectly removed during the quality control of version 1.
DOI: 10.6084/m9.figshare.13011185.v1
title: clinical data

description: clinical data of UCEC from TCGA
DOI: 10.6084/m9.figshare.14387666.v1
title: NAFLD

description: Related to "<b>Identification of shared Gene signatures in different stages of Non-alcoholic fatty liver disease using integrated microarray dataset</b>"<br>
DOI: 10.6084/m9.figshare.28636307.v1
title: Toxic Positivity in the Workplace

description: A study exploring the relationships between toxic positivity, shame, emotional exhaustion, and job withdrawal in a sample of Australian workers.
DOI: 10.6084/m9.figshare.28911347.v1
title: spoon-food-detection-dataset

description: A custom dataset was constructed for spoon food presence detection, containing manually labeled images across two categories: food present (Y) and no significant food (N).
DOI: 10.6084/m9.figshare.7559600.v1
title: Additional file 7: of Genome-wide dynamic network analysis reveals a critical transition state of flower development in Arabidopsis

description: Table S5. Node properties file for the network. (TXT 4 kb)
DOI: 10.17632/ps6dntdftk
title: Replication code and data for Huo, Levchenko and Pandalai-Nayar (2023)

description: Replication package for Huo, Levchenko and Pandalai-Nayar (2023)
DOI: 10.17632/b6jkn54p79
title: Conditions for Divorce in Poland

description: The divorce judgement fundamentally shapes the legal situation of the parties in the future. In the Polish legal system, divorce proceedings fall within the exclusive jurisdiction of the civil court; there is no legal basis for resolving a marriage through the agreement of the spouses or through administrative procedures. Article 56 of the Polish Family and Guardianship Code outlines the circumstances under which a marriage can be terminated legally. (...) adwokat dr Piotr Sobański LL.M. Zielona Góra
DOI: 10.17632/yt2x3s3zsb
title: Data for: Japanese Foreign Exchange Interventions, 1971-2018: Estimating a Reaction Function Using the Best Proxy

description: apanese monthly intervention data from August 1971 to March 2018 are available here. The data from August 1971 to March 1991 are estimated. See Ito and Yabu (2017, JCER) and Ito and Yabu (2020, NBER) for estimation details.
DOI: 10.6084/m9.figshare.14211062.v1
title: Gryllus bimaculatus transcriptomic assembly

description: Transcriptome assembly from: <b><br></b><b>Striking parallels between dorsoventral patterning in <i>Drosophila</i> and <i>Gryllus</i> reveal a complex evolutionary history behind a model gene regulatory network</b><b><br></b><b>Pechmann et al, 2021<br></b><b><br></b> <b> </b> <b>Abstract</b> Dorsoventral pattering relies on Toll and BMP signalling in all insects studied so far, with variations in the relative contributions of both pathways. <i>Drosophila</i> and the beetle <i>Tribolium</i> share extensive dependence on Toll, while representatives of more distantly related lineages like the wasp <i>Nasonia</i> and bug<i> Oncopeltus</i> rely more strongly on BMP signalling. Here, we show that in the cricket <i>Gryllus bimaculatus</i>, an evolutionarily distant outgroup,<i> </i>Toll has, like in <i>Drosophila</i>, a direct patterning role for the ventral half of the embryo. In addition Toll polarizes BMP signalling, although this does not involve the conserved BMP inhibitor Sog/Chordin. Finally, Toll activation relies on ovarian patterning mechanisms with striking similarity to <i>Drosophila. </i>Our data suggest two surprising hypotheses: 1) that Toll’s patterning function in <i>Gryllus</i> and <i>Drosophila</i> is the result of convergent evolution or 2) a <i>Drosophila-like </i>system arose early in insect evolution, and was extensively altered in multiple independent lineages.<br>
DOI: 10.6084/m9.figshare.20099621.v2
title: Gibbon_Gut_Virome_Dataset

description: This dataset include raw abundance tables and related prokaryotic population genomes, viral genomes and associated clustering files recovered from feces of two skywalker hoolock gibbons.
DOI: 10.17632/2nhfs99zcy
title: Phone Cam Array – an open-source, modular photogrammetry system made of Android phones

description: These are the design files of the manuscript entitled 'Phone Cam Array – an open-source, modular photogrammetry system made of Android phones'.
DOI: 10.17632/wcr3zjwn6x
title: Data for: Development of a Hot-Melt Extrusion (HME) process to produce drug loaded Affinisol™ 15LV filaments for Fused Filament Fabrication (FFF) 3D printing.

description: Supporting data sets on thermal analysis, mechanical testing and dissolution data