cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gdhzyrs7gf
title: Video sub-action parsing algorithm (ASP) on the frisby-catch action of THUMOS2014 dataset.

description: 1.Please unzip the file codeUploadNew.rar. The code, data and result dirs represent the Matlab version of algorithm (Matlab 2014a is adopted), all the features and groundtruth of dataset and the running result of our ASP method. 2.In dir 'code', a_main.m is the main function. Before you start the a_main.m function. You should place your feature of dataset under the dir 'stipFeatureThumos'. An example of the feature file is included in the `stipFeatureThumos'. 3. In dir 'data', dir 'parameters' includes some parameters of ASP and SP. 'videoGrounTruth' is the ground truth of THUMOS'14: ambiguous segments, framerate and frames of videos, and the ground truth segments.'codeAll' and `confAll' are the BoW coding we've learned. 4.A video showing the result of ASP is attached together with its explanation doc file. 5.The paper 'Soft Video Parsing by Label Distribution Learning' is published at AAAI17. The extended version would be published at Frontiers of Computer Science. If you have any question, please contact miaogen6@gmail.com or xgeng@seu.edu.cn.
DOI: 10.17632/hzmw4spycm
title: Data for: Nutritional status of visceral leishmaniasis patients: a comparative cross-sectional study
DOI: 10.17632/xxdfkvwyx9
title: Awareness about cervical cancer in rural and urban populations of haryana

description: This survey was conducted on one thousand female participants (500 rural and 500 urban), with an aim to evaluate level of existing knowledge as well as the practices related to cervical cancer among rural and urban regions of northern India. The information on knowledge of participants on symptoms, risk factors of cervical cancer such as age, marital status, abortion history, pregnancy history, age at menarche, menstrual status, personal sexual history etc. was collected. Increasing awareness and offering health education can profoundly reduce the cost of detecting cervical cancer in its early stages This data is valuable for researchers that aim to do comparative studies, meta-analysis on awareness about risk factors,symptoms and other practices related to cervical cancer.
DOI: 10.6084/m9.figshare.1032602.v3
title: Paleogeography of Late Eocene to earliest Miocene Te Kuiti Group, central-western North Island, New Zealand

description: We present a series of 13 paleogeographic maps representing development of the Waikato–King Country Basin through the Late Eocene to Early Miocene in central-western North Island when the New Zealand platform was undergoing widespread marine inundation. The maps are the end-point of a basin analysis of the Te Kuiti Group, which has included development of a revised lithostratigraphy, biostratigraphy, chronostratigraphy and the application of facies analysis. The new stratigraphic framework has identified six major unconformity-bound sequences within the Te Kuiti Group and the paleogeographic maps are drawn for time-slices through unconformities and systems tracts. A major unconformity between the Whaingaroa Formation and the Aotea Formation dated c. 29 Ma marks the start of reverse faulting on the Taranaki Fault. At c. 27 Ma, reverse displacement on the Manganui Fault started. Several phases of displacement on the Manganui Fault ensured that land persisted over part of the Herangi High throughout the Duntroonian (Ld) and Waitakian (Lw) Stages spanning the Late Oligocene and earliest Miocene.
DOI: 10.6084/m9.figshare.19059086.v1
title: DataDivingGoalkeepers

description: "Penalty feet positioning rule modification and laterality effect on soccer goalkeepers’ diving kinematics" data repository
DOI: 10.6084/m9.figshare.5125714.v1
title: Supplementary Material for: Role of Aquaporin-5 in Gallbladder Carcinoma

description: <b><i>Background/Purpose:</i></b> Aquaporins (AQPs) are important in controlling bile formation. However, the exact role in human gallbladder carcinogenesis has not yet been defined. <b><i>Methods:</i></b> AQP-5-expressing gallbladder carcinoma (GBC) cell lines (NOZ) were transfected with anti-AQP-5 small interfering RNA (siRNA). Growth, migration, invasion assay, and drug susceptibility tests were performed. Next, microRNA (miRNA) expression was analyzed by miRNA oligo chip (3D-Gene®). AQP-5 and AQP-5-related miRNA target gene expressions were also analyzed using tissue microarray (TMA) in 44 GBC samples. <b><i>Results:</i></b> Treatment with AQP-5 siRNA decreased cell proliferation, migration, and invasion. On the other hand, those cells increased IC<sub>50</sub> of gemcitabine. By performing miRNA assays, miR-29b, -200a, and -21 were shown to be highly overexpressed in cells treated with AQP-5 siRNA NOZ. When focusing on miR-21, phosphatase and tensin homolog (PTEN) was found to be a target of miR-21. In the TMA, AQP-5/PTEN coexpression was significantly associated with the depth of invasion and MIB-1 index (p = 0.003, 0.010). Survival of patients with a high AQP-5/PTEN coexpression was longer than that of patients with a low coexpression (p = 0.003). <b><i>Conclusions:</i></b> Our result suggested that miR-21 and PTEN may contribute to the role of AQP-5 in GBC. AQP-5 and PTEN cascades are favorable biomarkers of GBC.
DOI: 10.7294/24139578.v1
title: Honey bee waggle dance data and code to analyze foraging at Prices Fork Research Center (PFRC) as part of Bees-as-Bioindicators project

description: This data set accompanies the article BD Ohlinger, MJ Couvillon, & R Schürch (2024) “Agricultural grasslands provide forage for honey bees but only when nearby”, Agriculture, Ecosystems and Environment.
DOI: 10.1594/pangaea.116065
title: Total carbon dioxide and total alkalinity at station TT043_19-7
DOI: 10.1594/pangaea.116162
title: Total carbon dioxide and total alkalinity at station TT049_14-4
DOI: 10.17632/nbv7yvhkmf
title: World’s Top 25 Biodiversity Hotspots Losing Species Fast – What the Data Reveals

description: This dataset showcases global patterns in biodiversity loss by highlighting the top 25 countries with the highest number of threatened species across three critical groups: plants, vertebrates, and invertebrates. Sourced from UNdata and last updated in November 2024, the data spans from 2004 to 2023. Each entry includes the country, year, and corresponding threat values, offering a comparative view of species vulnerability over time. The dataset has been cleaned, filtered, and categorized using Python (Pandas), with separate CSV files created for each species group. Visualizations are provided through interactive horizontal bar charts, enabling easy exploration via a year selector. This resource is ideal for conservation research, biodiversity education, and policy analysis focused on global ecological trends.
Hypothesis
-----------
We believe that countries with higher rates of industrialization, deforestation, and habitat disruption are likely to report a greater number of threatened species across plants, vertebrates, and invertebrates. By identifying the top 25 countries in each group over time, we aim to reveal global patterns of ecological stress that often go unnoticed in day-to-day policy decisions.

Notable Findings
-------------------
Some countries consistently rank high across all three categories, suggesting systemic biodiversity stress. Nations like Indonesia, Brazil, and India appear repeatedly in the top 25, highlighting the tension between economic development and environmental conservation. Interestingly, some smaller island nations show disproportionately high numbers of threatened species, underscoring their unique ecological vulnerability. This dataset also shows that invertebrates, often overlooked in conservation efforts, face significant threats in both developed and developing regions.

How the Data Was Gathered
-------------------------------
The data was sourced from UNdata, last accessed in November 2024, and includes annual records from 2004 to 2023. We focused on three key columns: country, year, and number of threatened species. Using Python (Pandas), we cleaned the dataset, filtered out continental aggregates, and separated countries into three species groups: plants, invertebrates, and vertebrates. For clarity, we selected only the top 25 countries per group for each year. The data was then structured into CSV files and visualized using Chart.js, making it easy to explore trends via an interactive year selector.
DOI: 10.6084/m9.figshare.20029169.v1
title: Hibernation energetics of the free-ranging greater mouse-eared bats (Myotis myotis)

description: The dataset contains detailed information about the individual arousals that were analysed, i.e. which type was normothermic/cold, the order of the arousal (total events), the maximum temperature during the arousal Tmax, the temperature difference from Ta (Tdiff) in °C, the cumulative temperature change for successive arousals (Cum Tdiff), the duration of the warming, euthermy and cooling phases in minutes, the total arousal time (cum. duration), total fat loss (cum fat), order of arousal day from start of observation (Julian day), order of week, sex, estimate of age of individual, pre-hibernation body mass (in mass) in grams, post-hibernation body mass (end mass) and difference in body mass (mass loss).
DOI: 10.6084/m9.figshare.c.3288407_d2.v1
title: Tree occurrences at genus level

description: Datasets for tree occurrences at genus level. The file is presented in comma separated values (.csv) with 4 columns indicating:

1) and 2) Coordinates in a ETRS89-LAEA reference coordinate system (EPSG:3015), representing the centroid of the INSPIRE compliant 1 km ×1 km European grid (X, Y)
3) The country where the forest plot was sampled (COUNTRY)
4) The name of the genus sampled (GENUS NAME)
DOI: 10.1594/pangaea.121343
title: Total carbon dioxide and alkalinity at station TT012_5-CTD88
DOI: 10.1594/pangaea.121259
title: Total carbon dioxide and alkalinity at station TT008_5-CTD26
DOI: 10.17632/y6d3z6f8z9
title: Cucumber Disease Recognition Dataset

description: (1) Crop disease is a widespread problem in the productivity and quality of agricultural production. It adversely affects the quality of crops. The cucumber is a frequently grown creeping vine plant that has few calories but is high in water and several vital vitamins and minerals. Due to the non-biological circumstances, cucumber diseases will adversely harm the yield and quality of cucumber and cause heavy economic losses to farmers. The traditional diagnosis of crop diseases is often time-consuming, laborious, ineffective, and subjective. 

(2) In the recent era, computer vision approaches are very promising for handling these kinds of classification and detection tasks.

(3) To develop machine vision-based algorithms, a major cucumber dataset is illustrated containing eight types of cucumber classes, namely Anthracnose, Bacterial Wilt, Belly Rot, Downy Mildew, Pythium Fruit Rot, Gummy Stem Blight, Fresh leaves, and Fresh cucumber. Cucumber disease classifications are done with the cooperation of an expert from an agricultural institute.

(4) A total of 1280 images of cucumbers are collected from real fields. Then from these original images, a total of 6400 augmented images are produced using flipping, shearing, zooming, and rotation techniques to increase the data number.
DOI: 10.6084/m9.figshare.26121724.v1
title: Supporting Data: Modulation of Fe-Fe Distance and Spin in Diiron Complexes Using Weak-Field Tetradentate Ligands with Different Flanking Donors

description: Supporting computational data for the publication:Kyle D. Spielvogel, Emily Campbell, Sabyasachi Roy Chowdhury, Gillian P. Hatzis, Haley R. Petras; James Shepherd, Dunya Sembukuttiarachchige, Christine Thomas, Bess Vlaisavljevich, and Scott R. Daly. “Modulation of Fe-Fe Distance and Spin in Diiron Complexes Using Weak-Field Tetradentate Ligands with Different Flanking Donors", accepted in Chem. Commun. in 2024.
DOI: 10.60893/figshare.apm.28609043.v1
title: Supplementray I, II, III, IV, V

description: I: Surface characterization
II: Spin accumulation and spin texture calculations
III: Band structure of the trilayer system
IV:Spin accumulation in pristine PtSe2
V : conversion sign compared to Co and Pt
DOI: 10.1594/pangaea.121264
title: Total carbon dioxide and alkalinity at station TT008_5-CTD31
DOI: 10.1594/pangaea.121282
title: Total carbon dioxide and alkalinity at station TT008_5-CTD5
DOI: 10.6084/m9.figshare.11965455.v2
title: Table 2 and 3

description: Genomic characteristics of uropathogenic E. coli and K. pneumoniae from Kenyan and Uganda.
DOI: 10.6084/m9.figshare.13626203.v3
title: Temperature ranges for invaded regions in Southern Africa and Raw Data for predators (mophometric measurements and FRs)

description: This data supports the findings of Functional Response (FR) experiments to infer impact of the Australian redclaw crayfish <i>Cherax quadricarinatus </i>and Louisiana red swamp crayfish <i>Procambarus clarkii </i>in Africa, a continent devoid of native crayfish species except for Madagascar. The data contains the temperature ranges of freshwater systems in Southern Africa which supports the use of the two temperature treatment used in the study. The data also contains the morphometric measurements of crayfish and crabs used for the FR experiments as well as the individual per capita consumption data.
DOI: 10.6084/m9.figshare.26326387.v1
title: Data Sharing

description: Additional data supporting the findings of this study are available in figshare
DOI: 10.1594/pangaea.116091
title: Total carbon dioxide and total alkalinity at station TT043_3-1
DOI: 10.1594/pangaea.121330
title: Total carbon dioxide and alkalinity at station TT012_5-CTD59
DOI: 10.17632/fptxw8cynv
title: Wind Turbine Blade SfM Image Capturing Setups

description: The dataset contains 18 image datasets of a wind turbine blade section in an outdoor environment that are used for SfM reconstruction. The images are separated depending on the image capturing setup. The different setups are as follows: - Distance from camera to blade - 2m, 4m, 6m - Horizontal image overlap - number of images taken in a semi-circle around the wind turbine blade in vertical direction - 9, 17, 33 images - Vertical image angle change - number of bands of images, where the height is changed - each band contains an additional semi-circle of horizontal images - 1 or 2 vertical bands Images are taken with a Canon 6D DSLR camera and each image contains EXIF data about the camera settings used to capture it. From the 18 image datasets, 15 were reconstructed correctly using Agisoft Metashape and the resultant 3D meshes are added in .obj format. In addition, a horizontal 2D slice is taken from each 3D reconstruction for testing the captured blade's overall shape.
DOI: 10.17632/n97vjpxhj2
title: Capping human water footprints in the world's river basins

description: Excelfile containing several water footprint caps, runoff and environmental flow statistics for 11,000+ river basins worldwide. Shapefile containing geometries for these basins.
DOI: 10.6084/m9.figshare.22127279.v1
title: Supplementary Material for: Clinicopathological features of Gitelman syndrome with proteinuria and renal dysfunction

description: Introduction. Gitelman syndrome (GS) is a rare renal tubular salt-wasting disorder. Besides kidney electrolytes loss, proteinuria and renal dysfunction were also observed. However, their incidence, risk factors, pathological features, and prognosis were unclear. Methods. We retrospectively reviewed 116 GS patients and analyzed their clinical, genetic, and pathological characteristics. We also systematically reviewed articles on GS with proteinuria and renal dysfunction. Results. Twenty-three GS patients had proteinuria (69.6%) and renal dysfunction (43.5%) with a mean age of 35.3 ±13.2 years and 65.2% were male. Compared to patients without proteinuria or renal dysfunction, these patients had elevated plasma angiotensin II level (440.2±351.7 vs. 253.2±187.4 pg/ml, P=0.031) and three times higher incidence of diabetes. The renal pathology of nine biopsied patients indicated hypertrophy of the juxtaglomerular apparatus (100%), chronic tubulointerstitial changes (66.7%), intrarenal vascular changes (66.7%), and glomerulopathy (55.6%). More extensive renin staining was observed in patients with GS than in the control group with glomerular minor lesion (P&lt;0.001). During a median of 85 months (range, 11-205 months) follow-up for 19 out of the 23 GS-renal patients, the renal function was generally stable, except one died of cancer and one developed end-stage renal disease because of concomitant membranous nephropathy and IgA nephropathy. Conclusion. Proteinuria and renal dysfunction were more common than expected and might indicate glomerulopathy and vascular lesions besides a tubulointerstitial injury in GS. Renal function may maintain stable with effective therapy in most cases.
DOI: 10.6084/m9.figshare.22688281.v3
title: Genome assemblies and gene annotation files for Willams 82 and Lee cultivars near-gapless soybean genomes

description: Near gapless genome assemblies of Williams 82 and Lee soybean cultivars
DOI: 10.1594/pangaea.817198
title: (Table II) Production rates of beryllium-10 and aluminium-26 nuclides in samples from three glacial deposits in the McMurdo Dry Valleys
DOI: 10.17632/b4j39ccj8t
title: Using Scopus and OpenAlex APIs to retrieve bibliographic data for evidence synthesis. A procedure based on Bash and SQL

description: This code base was developed to retrieve bibliographic data from Scopus and OpenAlex APIs to support evidence synthesis and is written in Bash and SQL.

The code base constitutes Supplementary Material to the article "Using Scopus and OpenAlex APIs to retrieve bibliographic data for evidence synthesis. A procedure based on Bash and SQL" published in MethodsX. 
The article provides an overview of the procedure and its context and is available freely from https://dx.doi.org/10.1016/j.mex.2024.102601.
DOI: 10.6084/m9.figshare.12530042.v1
title: Dataset for 'A typology of scientific breakthroughs'

description: Dataset of scientific breakthroughs as identified by Science Magazine's Breakthrough of the Year 1999 - 2012. Number of authors is retrieved from Web of Science, using the DOI of each article. The variables <i>question, new, anomalies, applied </i>and<i> basic</i> are coded by means of the article's full text, as described in the paper. This data was collected in April-May 2018. WoS queries ran on April 24 and 25 2018.
DOI: 10.6084/m9.figshare.28429478.v2
title: Data for the DMC-BrainMap manuscript

description: This repository contains the data of the DMC-BrainMap manuscript. The data is structured in folders according to the manuscripts' figures. In each folder a <i>plotting_notes.json </i>file can be found specifying the information used to create the initial plots using the DMC-BrainMap software. Each folder contains subfolders containing the data from the respective mice as described in Table 1 of the manuscript. Images are found in the <i>rgb/binary/single_channel </i>folder. Registration data in the <i>sharpy_track </i>folder. Segmentation data in the <i>segmentation </i>folder. The results data in the <i>results </i>folder.Data for Fig S1-S3 is located in the Fig 3 folder and data for the Fig S4 in the Fig 7 folder. Gene expression data for Fig 7/Fig S4 is provided. Neuropixel data for Fig 4 is provided.<b>Important:</b><br><b>When downloading the files from figshare, files that share the same name in different folders, get some integer list added to the start of the file name. To correct for this run the </b><b><i>rename_figshare_file.py </i></b><b>file in the terminal using:</b><b>python /rename_figshare_file.py</b><br><b>and enter the directory to the figshare folder you just downloaded.</b>
DOI: 10.1594/pangaea.116059
title: Total carbon dioxide and total alkalinity at station TT043_17-13
DOI: 10.1594/pangaea.129321
title: Total organic carbon from CTD cast KIWI-8/8-10
DOI: 10.17632/jcmn53f5yc
title: Data for: Leader Silence: What Is It? How Is It Measured? Does Leader Silence Associate with Leaders’ Emotional Exhaustion at Work?

description: These data are for study 2 and study 3 in the paper. Study 1 is a qualitative study, and verbal description is not uploaded yet.
DOI: 10.6084/m9.figshare.1466880.v5
title: openSNP - BOSC15 Poster

description: The poster on openSNP for the 2015 Bioinformatics Open Source Conference (#BOSC15)
DOI: 10.6084/m9.figshare.3117427.v1
title: Cp Plots data

description: cp plots of various turbulence models<br>
DOI: 10.1594/pangaea.129292
title: Total organic carbon from CTD cast KIWI-6/14-1
DOI: 10.17632/gn7zx28hkh
title: Internet Addiction among adolescents in a holiday camp

description: This dataset contains sociodemographic profile and information on internet use among adolescents in a holiday camp in Nigeria
DOI: 10.17632/pxvyjtgjd4
title: Data for: Multi-targeting Aurones with Monoamine Oxidase and Amyloid-beta Inhibitory Activities: Structure-activity Relationship and Translating Multi-potency to Neuroprotection.

description: MAO inhibitory percentage values of all compounds, survival curve scores for the C. elegans paralysis assay, NMR spectra of compounds.
DOI: 10.6084/m9.figshare.10062512.v6
title: Impact of transport electrification on critical metal sustainability with a focus on the heavy-duty segment

description: Impact of transport electrification on critical metal sustainability with a focus on the heavy-duty segment
DOI: 10.6084/m9.figshare.14744319.v1
title: Data for the study

description: The data of 311 surveys divided into distinct factors: GR, GC, WOM, BE, PI, BA, PR and BC. The data would be analyzed with the method of Partial Least Square structural equation model (PLS-SEM) using SmartPLS software version 3.2.8 to get the results in this study.
DOI: 10.6084/m9.figshare.25062887.v1
title: FDAs_usability_older adults

description: We evaluated the usability of two frequently used Food Delivery Apps with a sample of 12 older adults in Chile. Usability measures included were task success, task time, errors, and the system usability scale.
DOI: 10.1594/pangaea.121340
title: Total carbon dioxide and alkalinity at station TT012_5-CTD81
DOI: 10.1594/pangaea.129299
title: Total organic carbon from CTD cast KIWI-6/20-1
DOI: 10.1594/pangaea.933179
title: Isothermal remanent magnetization and thermal demagnetization curves (NGHP-01 Sites 10 and 16)
DOI: 10.17632/fm6xzxnf36
title: Triaxial Bearing Vibration Dataset of Induction Motor under Varying Load Conditions

description: The dataset includes triaxial vibration data of bearing of induction motor operated under different load conditions along the axes x, y, and z. It includes triaxial vibration datasets of motor in healthy condition with and without pulley. Moreover, the faulty conditions of bearings include inner race and outer race faults of (i) 0.7mm, (i) 0.9mm, (i) 1.1mm, (i) 1.3mm, (i) 1.5m, and (i) 1.7mm. The bearings with these fault severity levels were operated under different load conditions including 100W, 200W, and 300W. There are total 38 datasets of the bearing conditions. The data was acquired at the sampling rate of 10 kHz at the rate of 1000 samples per channel.
DOI: 10.17632/vt3hthxstk
title: Supplemental data for: Hydrocyclone performance for bentonite clay purification.

description: Experimental and numerical data of a AKW RWK-42L hydrocyclone. It includes granulometric and global efficiency, particle volume fraction, liquid ratio, and feed flow for several configurations of the equipment. It also includes a video from water-air transient simulation using Free Surface model to observe if the air-core is formed in this hydrocyclone. The video shows that an air-core is not formed, but a small amount of air is entrained from the overflow.
DOI: 10.6084/m9.figshare.13604165.v1
title: Brain Coronal Fluorescent Image Crop

description: cite: https://support.10xgenomics.com/spatial-gene-expression/datasets/1.1.0/V1_Adult_Mouse_Brain_Coronal_Section_2