cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sny56r
title: Occurrence Download

description: A dataset containing 4382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Noctua janthina (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 4382 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009093-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hj3yywsh8j
title: 3D Deformation and Depth Parameter Estimation of Shadong Landslides with Improved DS-InSAR and multi-orbit Sentinel-1 Imagery

description: The improving DS-InSAR technology is employed to fully exploit distributed scatterers in high mountainous areas of low coherence by effectively increasing the number and density of monitoring points. And the OMMLM tropospheric delay correction method is utilized to mitigate the apparent influence of terrain-correlated atmospheric delay. Then the landslides are well documented with the deformation rate from ascending and descending sentinel-1 imagery acquired during 2020-2022. The geometry sensitivity-based weight surface deformation decomposition results with multi-orbit data along with smoothness constraints are computed. Landslides thicknesses are then estimated with the improved mass conservation model, the 3D deformation rates and appropriate rheological parameters from in-situ data.
DOI: 10.17632/nb42nh6bjm
title: Household goods

description: The dataset contains Household Goods (26298). The data was collected from the VK social network in the marketplace section. Submitted Headers: Product Link, Title, Price, Date, Author Name, Author Link, Likes, Comments, Views, Views per Day, Likes / Views, Comments / Views. The dataset does not contain personal / private data. The study was supported by a grant from the Russian Science Foundation (project No. 20-78-00100)
DOI: 10.17632/x5btz796dv
title: dataset for twk-40 2024

description: The dataset will include all original data from our paper titled "A Leak K+ Channel TWK-40 Sustains the Rhythmic Motor Program in C. elegans".
DOI: 10.17632/pnfj7hbhyb
title: LINF_150020600

description: IQ motif-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mdp72xhy9n
title: OPEC plus Dataset to Investigate Effect of Financial Development on Energy Intensity Considering Innovation and Technology

description: A panel dataset consisting of 21 countries that are member of the OPEC+ including Algeria, Angola, Azerbaijan, Bahrain, Brunei, Republic of the Congo, Equatorial Guinea, Gabon, Iran, Iraq, Kazakhstan, Kuwait, Libya, Malaysia, Mexico, Nigeria, Oman, Russia, Saudi Arabia, Sudan, the United Arab Emirates, and Venezuela during 2000 - 2020 and 6 variables including energy intensity, R&D expenditure as a percentage of GDP, bank index, market index, total index, and trade openness to investigate the effect of financial development on energy intensity at different levels of innovation and technology.
DOI: 10.17632/pgjcxx3v74
title: Data for: Menu Engineering to Encourage Sustainable Food Choices when Dining Out: An Online Trial of Priced-Based Decoys

description: data set for an online study exploring the role of the decoy effect in sustainable food choice
DOI: 10.17632/gsgw5ktm5p
title: Data for: ESTIMATING THE GENERATION OF HOUSEHOLD E-WASTE IN MUNICIPALITIES USING PRIMARY DATA FROM SURVEYS: A CASE STUDY OF SAO JOSE DOS CAMPOS, BRAZIL

description: Data obtained from the surveys and used for the paper Figures
DOI: 10.17632/t78m7y3vpn
title: Data for: Practical artificial neural network tool for predicting the axial compression capacity of circular concrete-filled steel tube columns with ultra-high-strength concrete

description: Database for developing the proposed ANN model and Graphical User Interface (GUI) tool.
DOI: 10.17632/4svds6kbsz
title: In healthy and obese patients with knee OA, a relationship study between core muscle strength with rectus femoris flexibility and quadriceps strength

description: Osteoarthritis (OA) is a prevalent joint disease associated with age, causing pain, disability, and reduced quality of life. Among OA cases, knee OA is most common, especially in older individuals with higher Body Mass Index (BMI), and females are more susceptible. Regular exercise has been shown to alleviate knee OA discomfort. This study aims to investigate the correlation between core muscle strength, rectus femoris flexibility, and quadriceps strength in knee OA patients, comparing obese and non-obese individuals.

Methodology involves recruiting participants aged 40-70 with knee OA grades 2 and 3, categorized into obese and non-obese groups based on BMI. Assessments include core muscle strength, rectus femoris flexibility, and quadriceps strength using tools like the Pressure Biofeedback Unit, Isokinetic Dynamometer, Ely’s Test, and Visual Analogue Scale (VAS). Data analysis will compare variables between obese and non-obese groups.
DOI: 10.17632/tgknj4yz6f
title: Dataset of the school buildings

description: The dataset includes the technical information and assessments from the school buildings (n = 67). 

The values are as follows;
• Pupils per building: < 200 = less than 200 pupils per building, 200–500 = from 22 to 500 pupils per building, > 500 = more than 500 pupils per building
• Constructed: the year of construction
• Renovated: the year of renovation
• Experts A and B: The school building assessments of the technical experts combined in three categories: No deficiencies—Deficiencies—Renovated
• Additional information: Additional information from the school buildings provided by the experts
• The inspection report: The indoor air quality assessments from the inspection reports of the Environment Center of the city: No comments—Renovation work recommended—Health impacts
• The targeted benchmarking data: The indoor air quality assessments in the targeted benchmarking data on the schools from the National Institute for Health and Welfare: No deficiencies—Deficiencies—Renovated
• Technical assessment: IA (Indoor Air) non-problems—IA problems—IA problems renovated
• Reasons for the decision: Agreement of the experts—Disagreement of the experts; the final decision made by following the order of precedence; (1) the assessments of the technical experts, (2) the additional information provided by the technical experts, (3) the assessments in the inspection report of the Environment Center of the city, (4) the assessments in the targeted benchmarking data on the schools from the National Institute for Health and Welfare.
DOI: 10.17632/85jmx93m2n
title: Peanut Seed Drying With Dehumidifier System

description: All the experimental data had been reported, completely.  There are including 1. Power generated by dehumidifier system; 2. The distribution temperature and RH; 3. Peanut seeds dried quality; 4. The dehumidifier system; 5. Mass reduction during dehydration (30, 40, 50 oC treatments); 6. RH and temperature at 30 oC; 7. RH and temperature at 40 oC; 8. RH and temperature at 50 oC.
DOI: 10.17632/ppws8nng56
title: Personality Traits and Technology Adoption among a University’s E-Business Entrepreneurs

description: Big Five Personality test results for students at the University and business income data from student businesses.
DOI: 10.17632/vmgc6gynkh
title: Human single neuron inattentional blindness data

description: Dataset of human single-neuron electrophysiology. Containing spiking activity and local field potentials from 96 micro-electrodes implanted in the brain of a patient undergoing neurosurgery while participating in an inattentional blindness task.
DOI: 10.17632/ykkbth5yyn
title: Supplementary Data: A User Study on the Comparison of View Interfaces for VR-AR Communication in XR Remote Collaboration

description: Previous studies have investigated which context-sharing interfaces are effective in improving task performance during remote collaboration; however, consistent results have yet to be found. In this study, we developed a convenient three-in-one remote collaboration system that provides multiple context-sharing interfaces in a single platform (2D video, 360° video, and 3D reconstruction view). All interfaces can reflect live updates of environmental changes, and we aimed to clarify the effect of the interface on the quality of remote collaboration. Thirty participants were recruited to perform a target-finding-and-placing scenario. Using both objective (completion time and moving distance) and subjective (General Collaborative Experience, NASA Task Load Index, System Usability Scale, Simulator Sickness Questionnaire, and preference rank) metrics, we compared the task performance among the three interface conditions. The results showed that participants completed the task faster and reported a better collaborative experience in the 3D interface condition. Moreover, we found a strong preference for the 3D view interface. These results suggest that providing 3D reconstructed spatial information can enable remote experts to instruct local workers more effectively.
DOI: 10.17632/gmgg47rcb5
title: BalsamFirTickData

description: Data supporting paper by Adamo et al.  "Cold as an Ally:  Balsam fir kills overwintering ticks (Ixodes scapularis).
DOI: 10.17632/tzwps2dykh
title: Activity-dependent recruitment of inhibition and excitation in the awake mammalian cortex during electrical stimulation

description: This dataset was produced in order to understand how inhibitory neurons responded to high-frequency electrical stimulation.

To generate this dataset, we used five transgenic mice in which inhibitory neurons were labeled with a red fluorescent marker (Gad2-IRES-Cre with reporter line Ai14). These mice were injected in three locations in primary visual cortex with a virus that transfects both excitatory and inhibitory neurons in order to express a fluorescent indicator of calcium concentration. 
In order to stimulate neural activity, mice were chronically implanted with a single Pt/IR electrode approximately 200 um below the cortical surface. In order to record stimulation-evoked responses, mice were also chronically implanted with a glass cranial window, centered over the tip of the stimulating electrode. Neural responses to stimulation were then recorded at 15.5 Hz across three imaging planes using a 2-photon microscope (Neurolabware). Stimulation was delivered as a burst of 25 stimulation pulses (250 Hz) once every ten seconds for 90 trials. The amplitude of the stimulation current was chosen in a pseudo-random order from the set of [3,5,10,15,20,25,30,40, and 50 uA] for a total of ten trials at each stimulation amplitude. 

We analyzed the data to identify any differences between stimulation-evoked activity in excitatory and inhibitory neurons as a function of stimulation amplitude, looking at measures such as the amplitude of neural responses to stimulation, the volume and density of neural responses, and the dependence of neural activation on pre-stimulus neural activity levels.
We found significant differences between activation of inhibitory and excitatory neurons to electrical stimulation, particularly in the spatial pattern of activation and in neurons’s dependence on pre-stimulus activity levels.

Here we provide the data used for this analysis. There were five mice used in the analysis and we have neural data and information about the stimulation patterns used in each. 

Note that the neural data contains pre-processed output from Suite2p, including variables that were unused in our analysis. A full description of the data contained in these filetypes can be found at https://suite2p.readthedocs.io/en/latest/index.html

To run our code, please download all of the data folders (GAD1,GADA,GADB,GADC,GADD) as well as “epos.mat” and all of the analysis files (ComputeBehEffectRespTypespub.m, ComputeByRecruitRespTypespub.m, db.m, StimAnalysis.m, InitAnalysis.m, compute_sig_respspub, dbpub.m, getCOMlocspub.m, and the helper file (not ours) cbrewer.m that is used to generate color schemes).

The main file is StimAnalysis.m and needs to be placed in the same folder as the rest of the files and folders in this dataset. By running StimAnalysis.m, you will be able to re-create the figures from our manuscript “Activity-dependent recruitment of inhibition and excitation in the awake mammalian cortex during electrical stimulation.”
DOI: 10.17632/y7tbtbbhth
title: Idiopathic Pulmonary Fibrosis

description: The three large-scale GWASs on IPF consisted of individuals of European ancestry and were used to identify genetically predicted drug targets at the transcriptional and translational levels for IPF. Furthermore, the complication data from the Finngen study and the prognosis data from the International IPF Genetics Consortium study were utilized to investigate the disease-modifying effects of potential therapeutic targets for IPF.
DOI: 10.17632/cvtznrzmx2
title: TWEET DATA ABOUT SECURITY SITUATION IN NIGERIA

description: This dataset contains a collection of tweets about security situation in Nigeria. The tweets were collected between 6th of December, 2019 and 11th of April, 2020 due to the lingering security situation in the country. It was used to develop a web based sentiment analysis platform that can help the government to harvest citizen's comment expressed on twitter so as to make an informed decision and right policies for the benefits of the citizens. Preliminary results of the developed sentiment analysis system is available on https://link.springer.com/chapter/10.1007/978-981-16-7182-1_7
DOI: 10.21233/2k7y-kk98
title: Burroughs Mountain 5, WA pollen surface sample dataset

description: Raw data for the Burroughs Mountain 5, WA pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/6tj6fd4947
title: Projected impacts of climate change on tourism in the Canary Islands

description: This dataset corresponds to the referenced work (https://doi.org/10.1007/s10113-022-01880-9), related to climate projections, for the Canary Islands, of some tourism indices widely used in the literature (the Tourism Climate Index TCI and the Holiday Climate Index HCI). The HCI has been calculated for two types of tourist activities, resulting in two different indices: The HCI Beach index (HCIB) and the HCI Urban index (HCIU).
 
Regional climate simulations, at a 3 km resolution,  were computed using the Weather Research and Forecast (WRF) numerical weather prediction model driven by the results of three CMIP5
global climate models (GFDL-ESM2M, IPSL-CM5A-MR and MIROC-ESM) as boundary conditions. The simulations were performed for three 30-year periods, recent past (1980–2009), mid-century (2030–2059), and end-century (2070–2099). Two different future greenhouse gas emission scenarios (RCP4.5 and RCP8.5) have been used for the projections. 

Each file, in netCDF format, has a name with the following format:

canary_VAR_PERIOD_monthly_sum_WRF_driven_by_GCM.nc

where:
* VAR is the variable (HCIB60, HCIB80, HCIU60, HCIU80, TCI60, TCI80)
* PERIOD is the simulation period, and also indicates, for future periods, the corresponding emission scenario (1980_2009, 2030_2059_rcp45, 2030_2059_rcp85, 2070_2099_rcp45, 2070_2099_rcp85)
* GCM is the global climate model (GCM) whose results have been used to drive the WRF simulations (GFDL_ESM2M, IPSL_CM5A_MR, MIROC_ESM)

Each file contains 12 timesteps, one for each month (january, february, …). The content of the variables is the mean (over the 30-year period) percentage, for each month, of the days with a tourism index over 60 or 80. Thus, for example, HCIB60 is the percentage of days for which the HCIB index is over 60. For example, a value of 70 for january means that, in average (for the 30 januaries of the selected simulation), 70*31/100 = 21,7 days have an index over 60.

For the three used indices values over 60 are considered good to ideal conditions for the corresponding tourist activity, and values over 80 excellent or ideal conditions. Thus, HCIU80 indicates the percentage of days per month in which the conditions for urban tourism are excellent or ideal.
DOI: 10.17632/3ktswshxgv
title: Outbreaks of gastroenteritis due to norovirus in schools and summer camps. Catalonia, 2017-2019

description: Prospective study of outbreaks reported in Catalonia from January 2017 to December 2019 in schools and summer camps.
DOI: 10.17632/9ck8478g65
title: Air Density - GHANA

description: This dataset contains various air density values of all 170 districts in Ghana. This dataset is provided in tiff format.
DOI: 10.17632/g36rhp4d4f
title: Data for: Pressure transient analysis for multi-wing fractured wells in dual-permeability hydrocarbon reservoirs

description: Data Source
DOI: 10.17632/g4tbw5kfh9
title: Electrically Evoked In Vitro (Rat) Retinal Neural Responses Using Large (500 um) Stimulating Electrodes (ARCHIVE 1/2)

description: For details please see the published study. This is a partial data set, the remaining data is at DOI: 10.17632/73972s5dpx.1

The data is for the 4 Evans rats and 1 RCS rat in the published study. Each data file is for a single run of stimulation pulses lasting many seconds. The sample rate and voltage units can be seen in the Matlab scripts used to open the data. 

These MATLAB scripts are those used to open and display the data used in the study. 

Animal 1: make_data_march22nd.m
Animal 2: make_data_may3rd.m
Animal 3: make_data_may10th.m
Animal 4: make_data_may17th.m

Animal 5 (RCS): make_data_may24th.m
DOI: 10.17632/6zrzwm3yxb
title: Data for: Self-diffusion and chemical diffusion in peridotite melt at high pressure and implications for magma ocean viscosities

description: The attached spreadsheet contains pre-exponential diffusion coefficients fitted using fixed activation enthalpies of 100, 200, or 300 kJ/mol to isotopic (Si, O, Mg, Ca) or compositional (Ni, Co) profiles developed during diffusion experiments in peridotite melt at high pressure. For more information, please see the manuscript.
DOI: 10.17632/ntfpfxz7ft
title: Data for: An analysis of time trends for canine heartworm disease in Grenada and its associated risk factors based on veterinary clinical pathology laboratory data base records between 2003 and 2015

description: This excel spreadsheet shows data on canine heartworm in Grenada between 2003 and 2015.
DOI: 10.17632/jtmp572x37
title: Research data

description: Research data for paper"Dataset of the effect of the number of injector holes on the heat transfer coefficient and the pressure in the combustion chamber of a hydrogen-diesel engine"
DOI: 10.17632/k2snk9z8jc
title: In-depth immunometabolic profiling by measuring cellular protein translation inhibition via bioorthogonal noncanonical amino acid tagging (CENCAT) - Data underlying the figures

description: Raw data underlying the visualisations/figures.
DOI: 10.17632/tz54knmmdm
title: Freshwater invertebrates and environmental characteristics of ponds in Vendée wetlands, France

description: Freshwater invertebrates and zooplankton (FIZ) play a key role in freshwater ecosystems and in food webs, but there is little research on their life cycle, ecology, and conservation. Therefore, this study focused on FIZ’ annual dynamics (abundance, diversity, and gross energy) in 30 ponds located in two wetlands: the Marais breton and Marais poitevin (Atlantic coast, France, Europe). These ponds had a FIZ abundance of 50,412 ind/m3 per site [range of 28,864-80,690] in a year. The study defined four typologies of ponds according to the environmental variables and the presence of some key FIZ taxa. The first group had a long flooding time, high silt content, and aquatic vegetation cover. The associated taxa were Chironomidae, Gammaridae and Atyidae. The second group of ponds had moderate slopes, high sand content in the sediment and a rich abundance of microcrustacea. The third group contained shallow ponds with soft slopes and a high aquatic vegetation cover (100%), which result in high FIZ diversity. Finally, the fourth group contained ponds with steep slopes, high silt content in the sediment, and Oligochaeta as the major taxon in this environment. Defining pond typologies based on environmental factors and FIZ is essential to adapting FIZ management and conservation measures implemented on ponds. In a context of global change, a reduction or even disappearance of FIZ communities would have a catastrophic impact on all faunal taxa dependent on FIZ as a food resource.
DOI: 10.17632/vxmyzz5cjz
title: NTB_Multidimensional_FOMO_PSU dataset

description: A multidimensional view of fear of missing out as a mediator between the need to belong and problematic smartphone use. - The data was collected from a total of 149 Malaysian undergraduates, and is anonymized for confidentiality. - The data contains socio-demographic data, Need to Belong Scale (NTBS) scores (Leary et al., 2013), Fear of Missing Out (FoMO) scores (Przybylski et al., 2013), and Problematic Mobile Phone Use Questionnaire - Short Version scores (Lopez-Fernandez et al., 2018). The total scores for each scale are provided (items that are reverse-coded were used in the sum calculations instead of normal-coded items). - The study conceptualized FOMO using Casale and Fioravanti (2020)'s two factor structure, which divides total FoMO scores into FOMO-Fear (FoMO items 1, 2, 3, 4) and FOMO-Control (FoMO items 5, 6, 7, 8, 9, 10). The compute scores for both FOMO-Fear and FOMO-Control are already provided in the data. - NTB = need to belong, FOMO = Fear of missing out, PSU = problematic smartphone use.
DOI: 10.17632/g2659vzbhk
title: Data for: Portfolio Optimization of Digital Currency: A Deep Reinforcement Learning with Multidimensional Attention Gating Mechanism

description: The code of the paper.
DOI: 10.17632/f58w4ff38t
title: References for Graphical Abstract

description: References for the Graphical Abstract titled: "Can we automatically detect pericardial effusions?"
DOI: 10.17632/ks9mpxyt84
title: Examples of artificial intelligence applications and ways to use them in Arab universities

description: Artificial intelligence tools are among the most prominent features of the contemporary digital revolution that the worlds of computing and digitization have gone through and the extent to which humanity uses these developments and the extent to which it keeps up with this qualitative boom.
Artificial intelligence tools have varied in all aspects and scientific specializations. Some of them are specialized in montage and the creation of video clips and audio clips, some of them are able to create and modify images and the impressive results that accompany that process, some are specialized in the field of medical and theoretical sciences, and some are in the human sciences. Including the media aspect.
Our research deals with some of those artificial intelligence tools whose work is centered in the field of media with its various specializations, work, and fields. In the beginning, we will talk about what artificial intelligence is and how it works, and in the second axis, we will discuss a number of those tools and how to access them and deal with them with illustrative pictures, and then We discuss the intended importance of these tools and the impact and extremely important results they leave in the field of developing and modernizing the media system at the level of the Arab world.
DOI: 10.17632/n8k2zfr6xm
title: SESOVERA-ST-saline-bottle-fill-level-monitoring:80%fill_100%fill
DOI: 10.17632/f5sxss6k4b
title: Raw Data - Gut Microbiota +Metabolomics

description: Raw data on gut microbiota and metabolomics