cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rmkxrdczgd
title: Opto-vSUB-fMRI

description: Optogenetic stimulation of cell bodies versus axonal terminals generates comparable activity and functional connectivity patterns in the brain
DOI: 10.6084/m9.figshare.10673441.v1
title: dataset-armor-3d-rep-weekly_1574352046564.nc

description: The Global ARMOR3D L4 Reprocessed dataset is obtained by combining satellite (Sea Level Anomalies, Geostrophic Surface Currents, Sea Surface Temperature) and in-situ (Temperature and Salinity profiles) observations through statistical methods.<br>
DOI: 10.6084/m9.figshare.12570248.v3
title: Data for "Complexity-based matching between image resolution and map scale for multi-scale image-map generation"

description: An image-map is a compromise of an image and a map. The quality of such maps is affected by a number of factors, such as (a) the matching between the features on images and the graphic symbols from maps, (b) the complexity of background images, and (c) the representation of graphic and text symbols on the images. This project deals with the first issue. The current solution is that the accuracy of images should satisfy the accuracy standard of maps. However, images with different resolutions can satisfy the standard for a specific map scale. This may lead to such a situation that the levels of detail (LoD) in images may not match the complexity of map features although the planimetric accuracy is matched. To solve this problem, we developed a complexity-based matching between the image resolution and map scale. More precisely, the matching is based on the complexity of line features. Experimental evaluations were conducted in fifteen representative areas in Hong Kong, by using maps at seven scales and eight image resolutions. Results show that this complexity-based method is capable of obtaining good matching between image resolution and map scale, in terms of both accuracy and users' preference.
DOI: 10.6084/m9.figshare.1534557.v1
title: Multiple days of heat exposure on firefighters’ work performance and physiology - data

description: Multiple days of heat exposure on firefighters’ work performance and physiology PONE-D-14-56689R3 Data from the above manuscript
DOI: 10.6084/m9.figshare.26409490.v1
title: 使用相对深度的多模态 DEM 超分辨率：一种新的数据集及其他

description: Multi-modal DEM Super-Resolution Using Relative Depth: A New Dataset and Beyond
DOI: 10.6084/m9.figshare.28485221.v2
title: test_results_retrosynthesis

description: Results produced by enhancements to the MCTS algorithm in AiZynthFinder's retrosynthesis tool.
DOI: 10.17632/79s6fbg67s
title: Data for "Commercially Scalable Cost-Effective Purification Method for MgCl2-Containing Salt for Next-Generation Concentrating Solar Power Technologies"

description: Data include titration of MgOHCl for optimization of the purification process, liquidus temperature measurement by DSC, ICP of pre- and post-purification salts.
DOI: 10.17632/7vj7n5pft9
title: Why consumers are eager to use and purchase virtual goods: An SEM-NCA approach

description: Data to test the factors that influence Algerians' purchase intention of virtual goods.
By using purposive sampling techniques, the data was collected using a structured questionnaire from a sample of 332 Algerian online game users. The Partial Least Squares Structural Equation Modelling (PLS-SEM) and necessary condition analysis (NCA) methods were adopted to analyze the focused relationships symmetrically and asymmetrically.
DOI: 10.6084/m9.figshare.22146836.v1
title: Supplementary Material for: Cushing’s Syndrome in Adenocarcinoma of Lung Responding to Osilodrostat

description: Cushing syndrome (CS), secondary to paraneoplastic syndrome, is more commonly seen in small cell lung cancer (SCLC) but never before reported in EGFR-mutated adenocarcinoma of the lung. Here, we present a case of a patient whose symptoms of hypokalemia, hypertension and progressive abnormal glucose levels led to further workup that revealed ACTH-dependent hypercortisolism. Her cortisol levels dropped after one month of osilodrostat treatment while lung cancer was treated with osimertinib. The use of osilodrostat in paraneoplastic CS has been previously reported in only 3 patients.
DOI: 10.6084/m9.figshare.27245016.v4
title: Supporting data for Mendes et al 2025 Urbanization of seed dispersal networks

description: Rapid urban expansion is affecting the composition of wild communities and creating novel ecosystems worldwide. Seed dispersal is key for ecosystem persistence, particularly in fragmented landscapes. However, generalizations regarding the impacts of urbanization are still difficult due to the lack of studies encompassing the urban matrix. We examined the seed dispersal networks in natural forests and urban areas in Tenerife Island to explore the effects of urbanization on seed dispersal. For one year, we observed frugivory events and identified seeds in animal feces in natural forests and urban areas of the island. We identified 150 interactions between 83 plant and 18 animal species in the forest and 89 interactions between 41 plant and 9 animal species in urban areas. The urban matrix supported half the species richness of fleshy-fruited plants and frugivorous animals relative to the forest. Urbanization simplified seed dispersal networks, reducing interaction diversity. Novel interactions dominated the urban seed dispersal network, with non-native plants being highly used by native frugivores, accounting for 61% of the interactions (vs. 15% in the forest). Eight frugivore species (42% of the frugivores) likely maintained the functional connectivity between these habitats, potentially facilitating the spread of non-native species from urban areas (where non-native species are more common) into the forests due to their generalist and flexible diets. Six frugivorous species (32%) completely avoided urban areas, which acted as barriers to dispersal, likely hindering the dispersal of many plants across urban landscapes. Our results underscore the importance of promoting the use of native plants as ornamentals, enhancing habitat connectivity between forests and urban areas, and preventing the introduction of non-native fleshy-fruited plants. Ultimately, these findings highlight the need for sustainable urban planning and active stakeholder engagement to protect the seed dispersal service.
DOI: 10.6084/m9.figshare.28656206.v1
title: Nhung et al 2024_raw data-logit.xlsx

description: Applying the logit function delves into predicting factors influencing coffee farmers’ decisions to participate in certified programs and their intentions to switch to organic cultivation in Vietnam, the largest Robusta coffee producer in the world. The key findings contribute to stakeholders' strategies for the national organic coffee development, which is economically, socially, and environmentally sustainable.
DOI: 10.6084/m9.figshare.3520733.v1
title: Appendix E. Common species abundance (&gt;5 individuals) and indicator species for each distance and each age.

description: Common species abundance (&gt;5 individuals) and indicator species for each distance and each age.
DOI: 10.6084/m9.figshare.25421347.v1
title: diabetes.csv

description: This dataset is originally from the National Institute of Diabetes and Digestive and Kidney<br>Diseases. The objective of the dataset is to diagnostically predict whether a patient has diabetes,<br>based on certain diagnostic measurements included in the dataset. Several constraints were placed<br>on the selection of these instances from a larger database. In particular, all patients here are females<br>at least 21 years old of Pima Indian heritage.2<br>From the data set in the (.csv) File We can find several variables, some of them are independent<br>(several medical predictor variables) and only one target dependent variable (Outcome).
DOI: 10.6084/m9.figshare.28455452.v3
title: DATA - IMPACT OF SLEEP RESTRICTION AND TRAINING INTENSIFICATION ON MUCOSAL IMMUNITY AND PSYCHOLOGICAL RESPONSES IN YOUNG SOCCER PLAYERS

description: Raw database from the study IMPACT OF SLEEP RESTRICTION AND TRAINING INTENSIFICATION ON MUCOSAL IMMUNITY AND PSYCHOLOGICAL RESPONSES IN YOUNG SOCCER PLAYERS.
DOI: 10.6084/m9.figshare.14035187.v1
title: QTDB annotations

description: Revised delineations for the QT database
DOI: 10.6084/m9.figshare.14729001.v1
title: FINEDUST

description: FINEDUST is an image dataset for assessing image dehazing algorithms on scenes degraded by fine dust/yellow dust. It consists of 30 real images collected from the Internet.
DOI: 10.6084/m9.figshare.20131355.v2
title: 16S and 18S data from "Grazing and ecosystem service delivery in global drylands"

description: There are five zip files with the raw sequence data used in the article "Maestre, F. T. et al. 2022. Grazing and ecosystem service delivery in global drylands. Science 378, 915–920". <br> The file "16S_FM001-FM140.zip" contains the 16S data for the samples 1-140. The file "16S_FM141-FM266.zip" contains the 16S data for the samples 141-266. The file "18S_FM001-FM150.zip" contains the 18S data for the samples 1-150. The file "18S_FM151-FM230.zip" contains the 18S data for the samples 151-230. The file "18S_FM231-FM266.zip" contains the 18S data for the samples 231-266. The file "Genomic_Data_Maestre.xls" contains the codes and names of the sites (see the metadata sheet for a description of the variables of this file). These codes/names correspond to those given in the companion database containing the rest of the data used in the paper (https://doi.org/10.6084/m9.figshare.14923065.v1). All the methodological details of how the genomic data can be obtained can be found in the article
DOI: 10.6084/m9.figshare.25378522.v2
title: Genome Annotation of Orchidaceae

description: ###Orchidaceae genome serial number###vpl Vanilla planifoliapeq Phalaenopsis equestrispap Phalaenopsis aphroditedth Dendrobium thyrsiflorumdno Dendrobium nobiledhu Dendrobium huoshanensedch Dendrobium chrysotoxumdca Dendrobium catenatumcsinensis Cymbidium sinensisash Apostasia shenzhenica
DOI: 10.6084/m9.figshare.26359423.v1
title: <b>Evaluating thermal-infrared drone flight parameters on spider monkey detection in tropical forests</b>

description: The data was used to produce the article entitled "<b>Evaluating thermal-infrared drone flight parameters on spider monkey detection in tropical forests</b>", submitted to the journal Sensors.
DOI: 10.6084/m9.figshare.26488600.v1
title: Chatbot student questions and evaluations

description: This dataset contains:All questions posed to chatbots by studentsThe chatbot used for each questionThe numerical response rating for each question between 0 and 10A binary flag showing if a class example was used for the posed questionA binary flag showing if an image was used as part of the promptThe question category
DOI: 10.6084/m9.figshare.28899440.v3
title: The core dataset for the study ''<b>Tracing China’s methane emissions: 10,000 coal mines for ten years</b>''

description: Methane is the second most abundant anthropogenic greenhouse gas. China is the largest methane emitting country in the world, greater than the combination of Europe and America. While coal mining represents half of China’s methane emissions, the amount and the trend of emissions remain controversial since 2010. With China stopping updating emission data after 2014, this compromises the accuracy of the trajectory of global methane emissions. Here, we provide a comprehensive inventory of coal mine methane (CMM) emissions from 2011 to 2020, by independently quantifying the weighted emission factors of more than 10000 mines.We would like to clarify that all data sources for this study are publicly available. The core dataset used in this study comes from the <b><i>Compilation of National Coal Mine Gas Level Identification for 2011</i></b>, which is a publicly available book published by the Chinese National Coal Mine Safety Inspection Bureau. This compilation includes detailed data on gas levels in over 10000 coal mines across China, which serves as the basis for our analysis of methane emission factors. Additionally, the provincial coal production data was sourced from the <b><i>China Energy Statistical Yearbook</i></b>, a widely accessible government publication that compiles annual statistics on coal production at the provincial level.We have uploaded the complete dataset to Figshare, which can be accessed via the DOI link. This ensures that all interested researchers can access the full data used in our study for replication and further analysis. We believe that these measures have improved the transparency and repeatability of our work.
DOI: 10.6084/m9.figshare.1613504.v2
title: 8 letter word list

description: List of 8 letter words for countdown game. See attached code<br>
DOI: 10.6084/m9.figshare.21384657.v1
title: Ball-and-stick models of the propane molecule

description: Propane is a three-carbon alkane. It is a gas at standard temperature and pressure, but compressible to a transportable liquid. A by-product of natural gas processing, it is commonly used as a fuel in domestic and industrial applications and in low-emissions public transportation. Propane has lower volumetric energy density, but higher gravimetric energy density and burns more cleanly than gasoline and coal. Propane is a colorless, odorless gas. At normal pressure it liquifies below its boiling point at a temperature of -42 degrees Celsius and solidifies below its melting point at a temperature of -187.7 degrees Celsius. Due to the bad stacking properties of the molecule, is the reason for the particularly low melting point. Propane undergoes combustion reactions in a similar fashion to other alkanes. In the presence of excess oxygen, propane burns to form water and carbon dioxide. Contributor: Junjie Chen, ORCID: 0000-0001-5055-4309, E-mail address: komcjj@gmail.com, Department of Energy and Power Engineering, School of Mechanical and Power Engineering, Henan Polytechnic University, 2000 Century Avenue, Jiaozuo, Henan, 454000, P.R. China
DOI: 10.6084/m9.figshare.22548349.v5
title: Cooperative trucks and drones for rural last-mile delivery with steep roads

description: The following instances are originally presented in the paper <em>Cooperative trucks and drones for rural last-mile delivery with steep roads</em>. The data includes 96 instances corresponding to different scales and scenarios. Each instance is named "<em>n</em>. <em>d</em>. <em>m</em>. <em>h</em>", where <em>n</em> is the number of customers, <em>d</em> represents the dimension of the grid, <em>m</em> is the generic name of the scenarios with different coordinates and demands, and <em>h</em> refers to the generic name of the altitude scenarios. The first column of each instance file indicates <em>Coordinate X</em> of each customer. The second and third columns are <em>Coordinate Y</em> and <em>Demand, </em>respectively<em>. </em>The last column is <em>Altitude</em>. Finally, there is an extra file, named <strong>Supplemental online material,</strong> which provides the following appendices： Appendix A: Provides calculations about the main parameters of drone energy consumption. Appendix B: Discusses the differences between the proposed problem with GVRPD and GVRP-SR. Appendix C: Provides the detailed principles for generating benchmark instances. Appendix D: Provides information about the value of the parameters in the main configuration of the problem.
DOI: 10.17632/332z5yxncj
title: Dam-break Simulation Results of the 10 Largest Dams in the State of Pernambuco - Brazil

description: ------------------------------------------------------------------------------------------------------------------
This repository contains hydrodynamic simulation results of 10 largest dams in Pernambuco - Brazil:

- Algodões
- Saco II
- Entremontes
- Chapeu
- Serrinha
- Jucazinho
- Lagoa do Carro
- Tapacura
- Goita
- Pirapama

The numbers associated with the folders are derived from SNISB classification.
------------------------------------------------------------------------------------------------------------------
Definitions
C30 - Copernicus DEM with 30 m resolution
L5 - LiDAR DEM with 5 m resolution
------------------------------------------------------------------------------------------------------------------
Methods
The model was run assuming a dam-break scenario following the breach hydrograph method presented in https://doi.org/10.1016/j.ijdrr.2024.104543.
We run a local-inertial 2D hydrodynamic model (HydroPol2D) to adequately capture the flood wave dynamics by using an inflow dam-breach hydrograph boundary condition at the exit of the dam.
Simulations were carried out with durations varying from 1 to 24 hours to allow correct flood propagation to downstream areas.
Land use and land cover (LULC) rasters were derived from Dynamic World database and Manning's roughness coefficients were estimated according to the classifications of each LULC type.
Manning's parameter estimates were estimated based on 
https://doi.org/10.48550/arXiv.2308.16864
------------------------------------------------------------------------------------------------------------------
Results
In summary, each folder contains the following results:
- MP4 video of the time-varying flood propagation
- Rasters of Maximum Depth
- Shapefiles of streams
- Hydrographs and stages at specific points of the domain
- Time-varying rasters of the flood depths 
------------------------------------------------------------------------------------------------------------
If you have any questions, please contact me at marcusnobrega.engcivil@gmail.com.
DOI: 10.17632/9n6b97fsbd
title: Legal Amazon malaria notification records, Brazil, 2003–2022.

description: This dataset provides information on notifications of confirmed cases of Malaria. The data used in this study is derived from compulsory notifications stored in the Malaria Epidemiological Surveillance Information System (SIVEP-Malaria), covering the period from 2003 to 2022. By making this dataset available, it is expected that researchers will be better equipped to develop effective strategies to mitigate and eradicate malaria in the region. Specifically, the dataset has been constructed for use in time series modeling and training/testing of machine learning and deep learning models. This dataset consists of two CSV files: the "data set.csv" file contains the pre-processed dataset itself, while the "attributes.csv" file contains information about each attribute present in the dataset.
DOI: 10.17632/c4t3pkzg96
title: Development, Reliability and Validity of the Sensory Adventure Measure (SAM)

description: This study examined the reliability and validity of the Sensory Adventure Measure (SAM), a clinical evaluative measure, for directly assessing sensory modulation in children via therapists and children's self-report. The study sample comprised 87 children ranging in age from 4 to 6 years divided into two groups: study (N=63) and control (N=24). The SAM yields three total categorical scales. Scale I is the Number of Atypical Responses (SAMR) determined by the evaluator based on the child’s response to the sensory stimulus for each item. Scale II is Therapist Rating of Magnitude (SAMP) which refers to the intensity of the child’s response to the sensory stimulus as scored by therapists on a five-point Likert scale. Scale III is Child Rating of Magnitude (SAMC) which refers to the child’s self-report of the extent of pleasant/unpleasant feelings evoked by the stimuli on a four-point scale.
DOI: 10.6084/m9.figshare.3394951.v1
title: Nature Reproducibility survey

description: Raw data from survey on reproducibility survey run by Nature Publishing Group November 2015, published in Nature June 2016
DOI: 10.17632/dhjk7dpdkr
title: Data for: Patterns and predictions of drinking water nitrate violations across the conterminous United States

description: These datasets contain the drinking water nitrate violations data summarized for NHD catchments and the associated land cover, geology, climatic, nutrient input variables for each catchment. These datasets were used as model inputs for the random forest prediction models used in this analysis.
DOI: 10.6084/m9.figshare.5183212.v1
title: PLOS2017adolescents_dataset.tsv

description: This data set uses data publicly available data from the Panel Survey of Income Dynamics (http://psidonline.isr.umich.edu/) to study the effect of early-life exposure to low family income and adolescent subjective well-being
DOI: 10.6084/m9.figshare.6791129.v1
title: salabim

description: Salabiim is a discrete event simulation package in Python
DOI: 10.17632/3grktymkpz
title: International Trade Gravity Data

description: The database has combined GTAP 10 database with CEPII ( 2021) Gravity variables
DOI: 10.17632/sxpkw33gbv
title: [Dataset] Increased urbanization promotes winner-loser species replacement and shifts in foraging behavior among ant species in a large neotropical metropolis

description: Dataset supporting the statistical analyses of the Original Article "Increased urbanization promotes winner-loser species replacement and shifts in foraging behavior among ant species in a large neotropical metropolis" by Isabelle Leite de Holanda Silva, Diego Centeno-Alvarado, João Carlos Pena, Xavier Arnan, and Inara R. Leal.
DOI: 10.6084/m9.figshare.13672873.v3
title: COG_DEM_DATA.xlsx

description: The data included in this dataset is related to a study of Huntington, the objective of this study is to identify brain regions associated with planning deficits in HD patients at an early clinical stage.
DOI: 10.6084/m9.figshare.14502114.v2
title: Raw spectroscopy data

description: - Excel file with two spreadsheets, respectively containing emission and excitation spectra raw data. Data for reference spectra of protoporphyrin IX and protonated protoporphyrin IX are also included.<br>- Zipped folder containing triplets of raw images corresponding to the false-colour images presented in the Fig. 2 of the main text. Each raw image corresponds to a wavelength (see Methods and Fig. 2 legend).<br>
DOI: 10.6084/m9.figshare.24164375.v1
title: Transcriptomic analysis and volatile profiling reveals the regulatory mechanism of flavor volatiles in fresh-cut potatoes

description: The potato (Solanum tuberosum L.) is one of the most edible vegetables worldwide. The cutting process disrupts the internal structure of several volatile substances that prompt flavor changes in fresh-cut potatoes. Understanding the composition of volatiles along with their biosynthesis mechanism is important to preserve original potato flavor during processing technology. This study characterized the volatile profiles and gene expression of fresh cut potato shreds at 0 hour (CK) and after 4 hours of storage (CK4). According to volatile profiling, alkanes were found to be the most abundant volatiles, followed by alcohols, aldehydes, esters, furans, and quinone. The abundance level of these volatiles was reduced many folds in CK4 potato shreds except for specific alkenes such as hexane, 1,3-hexadiene, and 1,6-octadiene. The transcriptome analysis revealed 5961 differentially regulated genes. An array of differential genes had functional annotations with biological responses to wounding, alcohol, water deprivation, and the molecular activity of acetyltransferase. In addition, most of these genes had pathway enrichment into the biosynthesis of secondary metabolites, alpha-linolenic acid metabolism, fatty acid biosynthesis, degradation, elongation, and metabolism. In particular, the many-fold differential regulation of the hydroperoxide pathway encoding genes probably yielded different volatile profiles that cause flavor disorders even after storage of fresh cut potato shreds for a few hours. Our results determined major flavor volatiles in fresh cut potato and identified important genes associated with the regulation of flavor volatiles in potato shreds. Our results will facilitate development of optimal management practices for preserving fresh-cut potatoes quality.