cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rkwspt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidosperma aphyllum R.Br."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007890-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdgzph
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agroeca montana Hayashi, 1986",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216602-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf8svk
title: Occurrence Download

description: A dataset containing 52369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Secale cereale L."
 ]
}

 The dataset includes 52369 records from 585 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231980-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4cvsj
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidium campestre (L.) W.T.Aiton"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019245-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7v92qb
title: Occurrence Download

description: A dataset containing 4882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-22.47585 13.83129,94.0467 12.00329,94.0467 71.63668,-24.55055 68.69543,-22.47585 13.83129))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oulema melanopus (Linnaeus, 1761)"
 ]
}

 The dataset includes 4882 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012597-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uapjhx
title: Occurrence Download

description: A dataset containing 3183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Lepomis gibbosus (Linnaeus, 1758)"
 ]
}

 The dataset includes 3183 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012598-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/qyx7-wf14
title: FIRED Gabon Nov 2000 - July 2024

description: This is event-level polygons for the fire event delineation (FIRED) product for GABON from November 2000 to July 2024. It is derived from the MODIS MCD64A1 burned area product (see https://lpdaac.usgs.gov/products/mcd64a1v061/ for more details). The MCD64A1 is a monthly raster grid of estimated burned dates. Firedpy (https://github.com/earthlab/firedpy) is an algorithm that converts these rasters into events by stacking the entire time series into a spatial-temporal data cube, then uses an algorithm to assign event identification numbers to pixels that fit into the same 3-dimensional spatial temporal window. This particular dataset was created using a spatial parameter of 1 pixels and 5 days. Daily polygons are included and the event identification numbers are the same for both files, but the event-level product has only single polygons for each entire event, while the daily product has separate polygons for each date per event. See the associated paper for more details on the methods and more:

Balch, J.K.; St. Denis, L.A.; Mahood, A.L.; Mietkiewicz, N.P.; Williams, T.M.; McGlinchy, J.; Cook, M.C. FIRED (Fire Events Delineation): An Open, Flexible Algorithm and Database of US Fire Events Derived from the MODIS Burned Area Product (2001–2019). Remote Sens. 2020, 12, 3498. https://doi.org/10.3390/rs12213498
DOI: 10.15468/dl.z7mwau
title: Occurrence Download

description: A dataset containing 47656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 47656 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012599-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/378c69nwk5.1
title: Grape Leaf dataset for leaf Health Classification and Disease Detection

description: #This dataset is a comprehensive collection of grape leaf images designed for disease identification and leaf health classification in agricultural research. It includes both raw and augmented data, making it suitable for training machine learning models for disease detection and precision agriculture applications.

#Total images: 18,000 high-resolution grape leaf images
 Raw Data:
 Healthy Leaf: 837 images
 Brown Spot: 781 images
 Mites: 400 images
 Black Rot: 590 images
 Downy Mildew: 392 images
#Augmented Data:
 Healthy Leaf: 5,022 images
 Brown Spot: 4,686 images
 Mites: 2,400 images
 Black Rot: 3,540 images
 Downy Mildew: 2,352 images
#Use cases: Disease detection, healthy crop management, and leaf health monitoring
#Applicable for: Binary and multi-class classification for machine learning models in precision agriculture.
DOI: 10.5518/1346
title: Global slope drainage units for landslide dam formation

description: This dataset provides delineated slope drainage units for landslide dam formation evaluation created by the automatic Pfafstetter coding method based on various landslide and landslide dam datasets, 30m spatial resolution FABDEM dataset and HydroBASIN subbasin products. The dataset can be used to provide the calculation unit for landslide dam formation susceptibility evaluation on the interest areas located globally.
DOI: 10.17632/zdzck5bx89.1
title: Aerogel silica

description: Data set for aerogel silica paper
DOI: 10.17632/kcfbyf99cv.1
title: Preferential flow

description: The role of rock and root structures in preferential flow within mountainous terrains remains an underexplored area in hydrological research. This study aimed to assess the influence of these structures on preferential flow in the rocky mountainous regions of North China, utilizing computed tomography and dye tracing experiments.
1. rock fragments data
2. root data
3. macropore data
4. prefential flow data
DOI: 10.17632/4r9sbv74wk.1
title: HIGH SCHOOL

description: Relationship between Machiavellianism and sleep procrastination among Chinese adolescents
DOI: 10.17632/rryrm8dtg3.1
title: Latitudinal clines in an ectothermic vertebrate: Countergradient variation in body size, growth rate, and reproductive effort in the prairie lizard

description: We assessed body size, growth rates, and reproductive traits for prairie lizard (S. consobrinus) populations along the latitudinal thermal gradient and compared body size clines between S. consobrinus and eastern fence lizard (Sceloporus undulatus) populations.
DOI: 10.17632/rryrm8dtg3.2
title: Latitudinal clines in an ectothermic vertebrate: Patterns in body size, growth rate, and reproductive effort suggest countergradient responses in the prairie lizard

description: We assessed body size, growth rates, and reproductive traits for prairie lizard (S. consobrinus) populations along the latitudinal thermal gradient and compared body size clines between S. consobrinus and eastern fence lizard (Sceloporus undulatus) populations.
DOI: 10.17632/z4bjk7jf7r.1
title: Apatinib plus oxaliplatin in gastric cancer

description: The raw data included 3 cohorts: mouse scRNA-seq cohort, mouse bulkRNA-seq cohort, and human bulkRNA-seq cohort. All additional raw data generated in this study are available from the corresponding author upon reasonable request.
DOI: 10.15468/dl.56pdpw
title: Occurrence Download

description: A dataset containing 4422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "TaxonKey is Baccharis salicifolia (Ruiz & Pav.) Pers."
 ]
}

 The dataset includes 4422 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012602-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfjurr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bipolaris cynodontis)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012604-241107131044228/datasets/export for details.
DOI: 10.6084/m9.figshare.27695859
title: Additional file 1.xlsx

description: This study aims to establish a foundation for the precise prevention and treatment of GD by identifying potential therapeutic targets among plasma proteins. Initially, to systematically screen for proteins related to GD, we utilized protein data from the Fenland study and summary data from the GWAS of GD and autoimmune hyperthyroidism, as released in Version R10 of the FinnGen database. We conducted a two-sample MR analysis to assess the causal effects of plasma proteins on GD.
DOI: 10.6084/m9.figshare.27695859.v1
title: Additional file 1.xlsx

description: This study aims to establish a foundation for the precise prevention and treatment of GD by identifying potential therapeutic targets among plasma proteins. Initially, to systematically screen for proteins related to GD, we utilized protein data from the Fenland study and summary data from the GWAS of GD and autoimmune hyperthyroidism, as released in Version R10 of the FinnGen database. We conducted a two-sample MR analysis to assess the causal effects of plasma proteins on GD.
DOI: 10.17632/3cv2sypkkh.1
title: A Diverse Image Dataset for Bangladeshi Currency Recognition

description: #Dataset Overview:
A collection of 5073 background-free images of Bangladeshi Taka banknotes in 9 different denominations, intended for machine learning and computer vision research.

#Data Source:
Images collected using various mobile phone cameras and preprocessed using the CamScanner app to remove backgrounds and enhance clarity.

#Applications:
 Automated currency recognition systems
 Research on counterfeit detection
 Financial technology solutions
 Machine learning and computer vision projects

#Dataset Breakdown:
 2 Taka: 445 images
 5 Taka: 660 images
 10 Taka: 419 images
 20 Taka: 480 images
 50 Taka: 416 images
 100 Taka: 565 images
 200 Taka: 423 images
 500 Taka: 1,243 images
 1000 Taka: 422 images
DOI: 10.17632/spy8ssw77p.1
title: Psychological Determinants of Sporting Success: An Analysis of Grit, Mental Toughness, and Passion among Youth Tennis and Basketball Players

description: Purpose: Harmonious passion fosters engagement in sports and supports self-development and pursuit of mastery. Conversely, mental toughness influences the experience of stress and athletes' regeneration process, while a high level of grit enhances self-efficacy and life satisfaction. The aim of this study was to examine whether grit, mental toughness, and passion can determine sporting success, as well as to explore the relationships between these variables.
Methods: The study was conducted on a group of 122 athletes aged 15 to 24 (M=19.16; SD=2.45), practicing tennis and basketball. The selected psychological variables were assessed using the Short Grit Scale, Sport Mental Toughness Questionnaire (SMTQ), and the Passion Scale.
Results: Significant differences were found in self-confidence and emotional control (SMTQ) between females and males (Mann-Whitney U test). The study revealed significant statistical differences (independent samples t-test) in grit levels among athletes representing different sports levels. Moreover, higher harmonious passion characterized participants who collaborated with sports psychologists. The study also demonstrated several significant correlations between the examined psychological variables and age, sports experience, and training volume.
Conclusions: Examining mental toughness, passion, and grit among athletes can provide valuable insights for coaches and sports psychologists in developing individual interventions supporting the holistic development of young athletes and aiding in achieving long-term goals.

Keywords: sport psychology, young athletes, grit, passion, mental toughness
DOI: 10.17632/t7th3ksr34.1
title: Dataset about Global Research Trends of Instructional Leadership from 2002 to 2023

description: This data was carried out over a period of 40 years from 2002 to 2023, this is the period when empirical studies on Instructional Leadership were implemented.
DOI: 10.17632/b4rpym4nnv.1
title: Causal Inference of Long Covid Common Factors from Aging and Drug Discovery

description: The data set contains：
Gene data(COVID-19, Long Covid, Aging);
GWAS data(COVID-19, Long Covid,Aging);
and Mendelian Randomization Instrumental variable.
DOI: 10.17632/63p6hvbg5v.1
title: The Student Perspective on Social Entrepreneurship Careers

description: This data consist the students perspective on social entrepreneurship as a career option. the data consist a survey of 103 respondents.
DOI: 10.5517/ccdc.csd.cc1psspy
title: CCDC 1572961: Experimental Crystal Structure Determination

description: Related Article: Eliška Skořepová, Jan Rohlíček, Argyro Chatziadi, Vít Zvoníček, Jan Jirát, Jan Čejka, Luděk Ridvan, Miroslav Šoóš|2021|J.Cryst.Growth|562|126085|doi:10.1016/j.jcrysgro.2021.126085
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/dk5sx5s9kh.1
title: Electrical Conductivity and Sound Velocities of Talc under High Pressure and High Temperature Conditions

description: This dataset contains the ultrasonic and electrical data from the study entitled “Electrical Conductivity and Sound Velocities of Talc under High Pressure and High Temperature Conditions: Application to the Subducting Cocos Plate” by Hao et al., published in JGR-Solid Earth. 
Acoustic measurements were conducted using ultrasonic interferometry in a Paris-Edinburgh press at pressures up to 3.4 GPa and temperatures up to 873 K on natural talc aggregate with different crystallographic orientations. In the spreadsheet, acoustic experiments correspond to tabs A1, A2, A3, and A4 (1 tab per experiment). In each tab, pressure, temperature, travel distance, travel time, and compressional wave velocities are listed for each measurement. 
Electrical measurements on talc samples from the same starting material were performed at pressures of 1.5, 2.5, 3.5, and 6.0 GPa and temperatures up to 1264 K, using impedance spectroscopy in a multi-anvil press. In the spreadsheet, electrical experiments correspond to tabs BBC46, 47, 48, 49, 53, 55, and 56 (1 tab per experiment). In each tab, pressure, temperature, sample thickness, bulk electrical resistance, and electrical conductivity are listed for each measurement.
DOI: 10.17632/p8zy9bzj7v.2
title: Jiayuguan adakitic granites_2023

description: Supplementary Table 1. REE of the zircon grains for for the adakitic granites from the Jiayuguan area of the Hexi Corridor, NW China.
Supplementary Table 2 The major (wt%) and trace element (ppm) data for the Cambrian to Devonian adakitic granites in north Qilian and south Alxa, NW China.
Supplementary Table 3 The zircon Hf isotopic data for the granites in north Qilian and south Alxa, NW China.
Supplementary Table 4 The Sr-Nd isotopic data for the granites in north Qilian and south Alxa, NW China.
Supplementary Table 5 Age data for the granites and volcanic rocks in north Qilian and south Alxa, NW China.
S Figure 1 Photographs and microphotographs of adakitic granites samples from the Jiayuguan area of the Hexi Corridor, NW China. (a) and (d) 21JYG26; (b) and (e) 21JYG27; (c) and (f) 21JYG28; Pl: plagioclase; Bi: biotite; Qz: quartz
S Figure 2 Geochronological age spectra of Paleozoic magmatism in North Qilian orogen. Age data are listed in S Tables 5.
Supplementary analytical methods
DOI: 10.17632/p8zy9bzj7v.3
title: Jiayuguan adakitic granites_2023

description: Supplementary Table 1. REE of the zircon grains for for the adakitic granites from the Jiayuguan area of the Hexi Corridor, NW China.
Supplementary Table 2 The major (wt%) and trace element (ppm) data for the Cambrian to Devonian adakitic granites in north Qilian and south Alxa, NW China.
Supplementary Table 3 The zircon Hf isotopic data for the granites in north Qilian and south Alxa, NW China.
Supplementary Table 4 The Sr-Nd isotopic data for the granites in north Qilian and south Alxa, NW China.
Supplementary Table 5 Age data for the granites and volcanic rocks in north Qilian and south Alxa, NW China.
S Figure 1 Photographs and microphotographs of adakitic granites samples from the Jiayuguan area of the Hexi Corridor, NW China. (a) and (d) 21JYG26; (b) and (e) 21JYG27; (c) and (f) 21JYG28; Pl: plagioclase; Bi: biotite; Qz: quartz
S Figure 2 Geochronological age spectra of Paleozoic magmatism in North Qilian orogen. Age data are listed in S Tables 5.
Supplementary analytical methods
DOI: 10.17909/q0wj-xp56
title: Data used in Regression for Astronomical Data with Realistic Distributions, Errors and Non-linearity
DOI: 10.17632/p8zy9bzj7v.1
title: Jiayuguan adakitic granites_2023

description: Supplementary Table 1. REE of the zircon grains for for the adakitic granites from the Jiayuguan area of the Hexi Corridor, NW China.
Supplementary Table 2 The major (wt%) and trace element (ppm) data for the Cambrian to Devonian adakitic granites in north Qilian and south Alxa, NW China.
Supplementary Table 3 The zircon Hf isotopic data for the granites in north Qilian and south Alxa, NW China.
Supplementary Table 4 The Sr-Nd isotopic data for the granites in north Qilian and south Alxa, NW China.
Supplementary Table 5 Age data for the granites and volcanic rocks in north Qilian and south Alxa, NW China.
Supplementary analytical methods
DOI: 10.17632/p8zy9bzj7v.4
title: Jiayuguan adakitic granites_2023

description: Supplementary Figure 1 Photographs and microphotographs of adakitic granites samples from the Jiayuguan area of the Hexi Corridor, NW China. (a) and (d) 21JYG26; (b) and (e) 21JYG27; (c) and (f) 21JYG28; Pl: plagioclase; Bi: biotite; Qz: quartz
Supplementary Figure 2 Geochronological age spectra of Paleozoic magmatism in North Qilian orogen. Age data are listed in SupplementaryTables 2.
Supplementary Table 1. REE of the zircon grains for for the adakitic granites from the Jiayuguan area of the Hexi Corridor, NW China.
Supplementary Table 2 Age data for the granites and volcanic rocks in North Qilian, NW China.
Supplementary Analytical methods
DOI: 10.5281/zenodo.14144530
title: anomaloglossus_beebei_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14144531
title: anomaloglossus_beebei_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.azf7re
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fergania polyantha (Korovin) Pimenov"
 ]
}

 The dataset includes 31 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012605-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/thcd9fbjd5.1
title: NTVTOK-ML: Fast surrogate model for neoclassical toroidal viscosity torque calculation in tokamaks based on machine learning methods

description: The Neoclassical Toroidal Viscosity (NTV) torque is a crucial source of toroidal momentum in tokamaks, exerting significant influence on plasma instability and performance. Accurate numerical modeling of NTV torque is essential for experimental design and operation, as well as for gaining insight into the relevant physical processes. However, the time-consuming nature of NTV torque calculation poses challenges for its practical application in experiment analysis and physical investigations. In this study, we have developed NTVTOK-ML, a surrogate model for NTV torque calculation that combines the expressive power and fast inference of machine learning methods to achieve simultaneous accuracy and time efficiency. To obtain datasets for NTV torque, extensive numerical calculations using NTVTOK and MARS-F codes were performed under various plasma conditions of Experimental Advanced Superconducting Tokamak (EAST), covering a wide range of experimentally relevant parameter regimes and incorporating rich physical effects such as pitch angle scattering, full toroidal geometry, resonances, etc. For fixed magnetic perturbation case, NTVTOK-ML employs Multi-Layer Perceptron (MLP) deep neural network and eXtreme Gradient Boosting (XGBoost) ensemble learning techniques respectively. Furthermore, when considering linear plasma response effect, Convolutional Neural Network (CNN) is utilized to process two-dimensional magnetic perturbation data. The prediction accuracy of NTVTOK-ML is evaluated based on statistical metrics including coefficient of determination (R^2), mean squared error (MSE), and relative error; single sample prediction ability; and generalization ability - demonstrating its reliability in NTV torque prediction tasks. Importantly, the computational time required for predicting NTV torque using our proposed approach is significantly reduced compared to the original numerical code by several orders of magnitude. Additionally, the flexibility offered by the NTVTOK-ML framework allows users to optimize model performance under specific circumstances. Overall, our developed method provides an accessible solution for rapid yet accurate prediction of NTV torque while incorporating essential physical effects - thereby facilitating real-time or inter-shot analysis in experiments as well as comprehensive multi-scale nonlinear time evolution modeling.