cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.62hz5j
title: Occurrence Download

description: A dataset containing 87982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhus typhina L.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87982 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001571-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3jd9whd78m
title: Gamma Ray Spectrometer data

description: Gamma Ray Spectrometer derived geochemical data for 9 elements Si, Al, Fe, Ca, K, Th, H2O, Cl, and S.
DOI: 10.17632/h3ynjx58w9
title: Supplementary Materials of A Critical Review of Wind Speed and Power Forecasting Methods Applied in Modern Power Systems

description: This directory contains the details regarding the articles cited in this literature review, their belonging cluster, taxonomy and details about the input variables of the model, sampling times, data set used, country of precedence, and finally the  models used to validate each of the proposed methods. According to the reviewed literature, the most used taxonomy  to classify forecasting models by time horizon consists of very short, short term, medium, and long term. Therefore, in this paper, the reviewed articles are classified based on the aforementioned, and 4 tables are constructed based on very  short, short term, medium, and long term.
DOI: 10.17632/rdxgpw9yxk
title: Supplementary Tables

description: Supplementary Tables
DOI: 10.15468/dl.8gcpqc
title: Occurrence Download

description: A dataset containing 117274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamagrostis arenaria (L.) Roth"
 ]
}

 The dataset includes 117274 records from 611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001601-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n8d4y5j9rg
title: strategies of Mute Swans

description: An important factor influencing nesting strategies in birds is interspecies interaction, often shaped by competitive behaviours. The expansion of a more territorial species can intensify negative interactions, leading to increased competition with native species. This study investigates how the presence of Whooper Swans Cygnus cygnus affects the nesting strategies of Mute Swans Cygnus olor, with a particular focus on changes in nest site selection. Fieldwork was conducted at two study sites in central and southern Poland, encompassing both single-species and mixed-species nesting environments. We measured a range of spatial variables, including proximity to open water, vegetation cover, and spatial relationships between nests of competing swan species. A novel method was developed to quantify nest concealment and isolation in complex habitats, integrating multiple habitat and spatial metrics into three indices. Mixed linear regression models revealed that Mute Swans adapt their nesting strategies in the presence of Whooper Swans by selecting more concealed and isolated locations. This behaviour is interpreted as a trade-off between optimal nesting conditions and the need for protection from aggressive competitors.
DOI: 10.17632/472ppv29jr
title: Draco_2021_2022_fall

description: nAff= (nAff Item 1 + Item 2 + Item 3) / 3
nAch= (nAch Item 1 + Item 2 + Item 3) / 3
nPow= (nPow Item 1 + Item 2 + Item 3) / 3
fAff= (fAff Item 1 + Item 2) / 2
fAch= (fAch Item 1 + Item 2) / 2
fPow= (fPow Item 1 + Item 2) / 2
Mastery= (nAff Item 1 + Item 2 + Item 3) / 3
Performance-apporach= (Performance-approach Item 1 + Item 2 + Item 3) / 3
Performance-avoidance= (Performance-avoidance Item 1 + Item 2 + Item 3) / 3
Interest= (Perceived Interest Item 1 + Item 2 + Item 3) / 3
Competence= (Perceived Competence Item 1 + Item 2 + Item 3) / 3
points= Collected Draco points for each student
user Activity= Total accomplished activities by each student
Course Grade= Final course grade of each student
Loggin= The number of times user log into the Draco System
DOI: 10.17632/wsdxcgv8w3
title: NCHA Bioink characterisation

description: Data pertaining to characterisation of nanocellulose-hyaluronic acid bioinks
DOI: 10.17632/d582rwxdfp
title: Physiological Metabolic Responses and Survival Rate of Hylurgus ligniperda to High Temperature Stress-new

description: We investigated the effects of heat-induced mortality and stress on the physiological metabolism of Hylurgus ligniperda under various high-temperature conditions. Specifically, we recorded the survival of H ligniperda adults and larvae under different high temperature treatments, and the changes in water content, fat, glycogen, protein, sorbitol, trehalose, and glycerol in response to heat stress.
DOI: 10.17632/y5kdzmzj7b
title: Data for nutritional knowledge and practice among patients with non-communicable diseases attending Mbale Regional Referral Hospital in Eastern Uganda

description: This dataset is obtained from a study that aimed at assessing nutrition knowledge and practices among NCD patients attending Mbale Regional Referral hospital. From the data presented, most respondents were female (n= 157, 60.4%) and majority (n=138, 53.1%) were in the age group of 35-59 years. The mean age was 55 years (SD= 14) and a range of 19 to 90. Most respondents (n=156, 60%) had a high level of nutrition knowledge, however only 48.8% (n=127) were utilizing the knowledge. Hospital was the main source of nutrition information (n=243, 23. 1%). Patients who had attained secondary level of education were 2.308 more likely to utilize the nutrition knowledge than those who had never studied p value of 0.028, 95CI (1.093-4.874). Those with tertiary education were even 9.261 times more likely to utilize the knowledge. Those with adequate knowledge were about 1.6 times most likely to utilize the nutrition knowledge compared to those with inadequate knowledge level, though the results were not statistically significant, p value 0.098. The data can be used to show the association between nutritional knowledge, level of education, utilization of the knowledge among patients with NCDs. It can also be very vital in policy formulation. From the current dataset, NCD patients had adequate knowledge, with a few of them utilizing the knowledge and high education level was associated with better nutrition practices.
DOI: 10.17632/bwbfcnv26v
title: HJS replication files

description: Replication file for "Home Currency Issuance in International Bond Markets" by Hale, Jones, Spiegel. The data are mostly proprietary, but we share all the codes and the description of how the data inputs need to be formatted.
DOI: 10.17632/3fcg2kbts5
title: EXAMINING SOCIOECONOMIC EMPOWERMENT THROUGH EDUCATIONAL ACCESS: A COMPARATIVE STUDY OF MARGINALIZED COMMUNITIES

description: Abstract : The objective of this research is to ascertain the socioeconomic status of the Scheduled Castes and examine the determinants that influence intergenerational mobility within this population. The examination of educational initiatives aimed at promoting the advancement of scheduled castes and the growth of higher education, within the framework of preferential treatment and supporting policies for diverse socioeconomic groups, including scheduled castes and tribes, is undertaken to explore the intergenerational transmission of educational opportunities in India. The researcher discussed the topic of higher education for Scheduled Castes and Tribes, highlighting the experiences of students from these marginalised groups who are actively seeking higher education and successfully navigating the obstacles they encounter. This study examines the primary barriers and many social, psychological, economic, and educational difficulties faced by Scheduled Caste Students (SCS) within their social environments. The research specifically concentrates on SCS individuals who are either now engaged in or have not pursued higher education. The research will further demonstrate the differential ability of some pupils belonging to scheduled castes to surmount these challenges, in contrast to their counterparts who were unable to do so. The collection and analysis of data were conducted via interviews. The poll revealed that students belonging to the scheduled caste had a diverse array of aspirations, including both those who intended to pursue further education and those who did not. The study's findings indicate that despite historical instances of educational discrimination against scheduled tribes, contemporary lower-caste college students have significant aspirations in both occupational and intellectual domains. The present study explores the relationship between reservation policies, caste, institutional habitus, educational experiences, professional education, occupational mobility, and caste-based inequalities across generations.
DOI: 10.17632/4jg2yp4jn9
title: Cognitive Workload Survey data set in Enterprise Resource Planning of Higher Education

description: This dataset is dedicated to the analysis of Enterprise Resource Planning (ERP) systems, providing comprehensive insights into various aspects crucial for understanding their functionality and effectiveness in organizational contexts.
 
Key parameters included in the dataset:
Psychological Efforts: Indicates the level of psychological effort required to complete tasks within the ERP system, ranging from low to high complexity.
Physical Efforts: Reflects the level of physical exertion necessary to perform tasks within the ERP system, ranging from minimal to highly demanding.
Time Pressure: Represents the degree of time pressure experienced by users while working within the ERP system, ranging from low to high urgency.
Task Completion: Measures the level of success in completing tasks within the ERP system as per organizational expectations, ranging from satisfactory to poor outcomes.
Workload: Assesses the amount of effort required to complete tasks within the ERP system, ranging from low to high workload.
User Stress Level: Indicates the level of stress or relaxation experienced by users while working within the ERP system, ranging from minimal stress to high levels of frustration.
DOI: 10.17632/2vfkm49vtm
title: Pollen dataset from bat guano deposits in southeastern Amazonia

description: This dataset provides the raw pollen counts from the 25 bat guano samples. Five caves in the Carajás region, located in southeastern Amazonia, were sampled. For pollen analysis, roughly 1 cm3 of bat guano was used for each sample. One tablet of Lycopodium spores containing 20,848 grains was introduced to each sample to aid in the estimation of pollen concentration (grains/cm3) using the formula: Pc * Li / Lc * V. Where Pc represents the amount of fossil pollen counted, Li represents the number of Lycopodium spores introduced (20,848), Lc represents the number of Lycopodium spores counted, and V represents the sample volume. Approximately 300 pollen and spore grains were counted for each sample using a Light Microscope equipped with an Axiocam 208 color (Zeiss Axiolab 5) with ZEN Blue 2021 imaging software to photograph pollen grains at 1000x magnification. TILIA (v.2.6.1) was used to create cluster analysis dendrograms and to plot pollen diagrams.
DOI: 10.17632/gwrn6927tf
title: Data for: PROVENANCE OF CRETACEOUS SANDSTONES IN THE BANDA ARC AND THEIR TECTONIC SIGNIFICANCE

description: The provenance of Cretaceous sandstones in the Banda Arc islands differs from west to east. Sandstones in Sumba and West Timor contain significant amounts of feldspar (K-feldspar and plagioclase) and lithic fragments, suggesting a recycled to magmatic arc origin. In comparison, East Timor and Tanimbar sandstones are quartz rich, and suggest a recycled origin and/or continental affinity. Heavy mineral assemblages in Sumba and West Timor indicate metamorphic and minor acidic igneous sources and include a mixture of rounded and angular zircon and tourmaline grains. In East Timor, Babar and Tanimbar, an ultimate origin from a mainly acid igneous and minor metamorphic source is interpreted, containing a mixture of rounded and angular zircon and tourmaline grains. Detrital zircon ages in all sandstones range from Archean to Mesozoic, but variations in age populations indicate local differences in source areas. Sumba and West Timor are characterised by zircon age peaks at 80-100 Ma, 200-240 Ma, 550 Ma, 1.2 Ga, 1.5 Ga and 1.8 Ma. East Timor and Tanimbar contain 80-100 Ma, 160-200 Ma, 240-280 Ma, 550 Ma and 1.5 Ga zircon peaks. Most populations are also common in Triassic and Jurassic formations along the Outer Banda Arc and in many other areas of SE Asia. However, the abundance of Jurassic and Cretaceous populations was unexpected. We interpret Cretaceous sandstones from Sumba, Timor and Tanimbar to have been deposited in SE Sundaland. Syn-sedimentary Cretaceous (68-140 Ma) sources are suggested to include the Schwaner Mountains in SW Borneo and Sumba. Material derived mainly from older recycled sediments that had their main sources in the Bird’s Head, Western and Central Australia, and local sources close to Timor.
DOI: 10.17632/74zmd6whwz
title: Glassdoor Reviews

description: Collection Methodology
Scraping of Glasdoor.com
DOI: 10.17632/z8nt2swzx5
title: Balancing act: How do local governments use social media in crises

description: replication data and code for "Balancing act: How do local governments use social media in crises "
DOI: 10.17632/gfst777rwh
title: A new Fortran program for CFPs of an identical fermion system

description: Abstract A new Fortran program called CFPSIF is introduced. Using the new recurrent formula obtained by us the program CFPSIF calculates the fractional parentage coefficients (CFPs) of an identical fermion system with well-defined seniority. The recurrent process is controlled by the multiplicity of the irreducible representations (IRREPs) of group O(3) in the reduction SP (N) ⊃ O(3). It is shown that the program CFPSIF is more efficient than the program GENESIS, especially for a system with a relativ... Title of program: CFPSIF Catalogue Id: ADAB_v1_0 Nature of problem The program calculates all the coefficients of fractional parentage (CFPs)[1] of identical fermion system, by using the recurrent relations [2] with well-defined seniority. It is of fundamental importance in constructing a many-particle wave function with well-defined permutational symmetry and total angular momentum CFPs method is one of the most efficient method for construction of such wave functions. It is an iterative method, namely, the n-particle wave function is constructed from (n-1) pa ... Versions of this program held in the CPC repository in Mendeley Data ADAB_v1_0; CFPSIF; 10.1016/0010-4655(94)00123-J This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/nh5239wjb6
title: SPSS Outputs_e-portfolio-flipped classrooms_2019

description: This file contains SPSS outputs involving descriptive analysis, tests of assumptions, and independent t-test analysis.
DOI: 10.17632/6x59x7x3ny
title: Dataset on tip vortex formation noise produced by wall-mounted finite airfoils with flat and rounded tip geometries

description: This dataset consists of measurements of tip vortex formation noise produced by finite-length airfoils with flat and rounded tips. These data were obtained using the specialist aeroacoustic test facilities at the Brandenburg University of Technology (BTU) in Cottbus, Germany and a 47-channel planar microphone array. Over 1200 unique test cases with variations in airfoil profile shape, tip geometry, angle of attack and Reynolds number were measured during the experimental campaign. The dataset contains one-third-octave band tip noise spectra that have been processed using Acoular, a Python module for acoustic beamforming.
DOI: 10.17632/srtvkt48wk
title: April and June, 2014. UCSC. Thermal preferences and parasites of Sceloporus occidentalis bocourtii.
DOI: 10.17632/tj42dyzvm4
title: Archive2025Feb_6

description: Raw data_MRC_Archive2025Feb_part_2
DOI: 10.17632/b2jbth9kg7
title: Data for: Going the Distance, Going for Speed: Honest Signaling and the Benefits of Exercising with an Opposite-Sex Partner

description: Provided are data sets (in .csv fomat), code sheets (in .xlsx format), and syntax files (in SPSS format) relevant to the manuscript entitled "Going the Distance, Going for Speed: Honest Signaling and the Benefits of Exercising with an Opposite-Sex Partner".
DOI: 10.17632/pf955hb3d5
title: An Explained Typology of Natural Disasters in the State of Uttarakhand, India: Preparedness and Response Mechanism

description: There is a need for coordinated and integrated disaster preparedness and response mechanism in the Uttarakhand State, across various institutions and human habitations as additionally along with the transient measurement in that previous occasions and future dangers should be examined corresponding to each other and its relationship for a viable system for disaster risk reduction. Moving above and beyond, endeavor ought to be made to unite as incorporated worldwide risk reduction framework, which analyses regional susceptibilities of people and the region. This proposed inquiry concentrates on means to investigate the relationship between disaster preparedness and response and a considerable and bankable recovery from the disaster, which will endure through and continue to go long. Using a grouping of abstract and quantitative outline system assessment, and exploratory research techniques, this investigation paper separated the evidence of disaster response close by the readiness and alleviation methodologies, and their assurance for significant and sensible recovery from the disaster impact and influence. The closeness of more essential disaster the board practice and better, faster recovery from the calamity was found to be intelligent and real ponders. The paper found that the higher the size of disaster encroachment, the more essential the counter-vote-based energy for a veritable and epic recovery from a disaster in the State. The examination obviously reacts to the quest with respect to the sociological way to deal with and handle natural disasters.
DOI: 10.17632/n3fry8f4mk
title: Impurity Incorporation and Strain Dynamics in Calcite Crystal Growth: In Situ Analysis and Multiscale Chemical-Strain Mapping Dataset

description: Impurity Incorporation and Strain Dynamics in Calcite Crystal Growth: In Situ Analysis and Multiscale Chemical-Strain Mapping Data
DOI: 10.17632/mzpt4ytj7m
title: Ghana COVID-19 Attitudes Survey Raw Data by iRIS Research Consortium

description: Results of a cross-sectional online survey (N=2382) conducted over five days between 23 and 28 February 2021 to assess knowledge and attitudes of adult Ghanaians on receiving COVID-19 vaccines.
DOI: 10.17632/jv6n3ph236
title: Data for: Estimating Manning’s coefficient n for sheet flow during rainstorm

description: The experimental data were used to investigate and quantify the effects of rainfall on Manning’s coefficient n.
Experimental setup: the flume was 6.0 m long, 0.25 m wide, and 0.3 m deep. The bed of the flume was impervious. Three different bed surfaces were used: a smooth surface (equivalent roughness = 0.009 mm); a 120 mesh gauze bed (particle size = 0.12 mm); and a 60 mesh water gauze bed (particle size = 0.25 mm). 
Two sets of flume experiments, namely, upstream-inflow-alone experiments and upstream-inflow-with-rainfall experiments, were designed. In upstream-inflow-alone experiments, three constant inflow discharges (0.02, 0.04 and 0.06 m2 min-1) and three kinds of bed surfaces were designed to simulate SF under different surface conditions. In upstream-inflow-with-rainfall experiments, five rainfall intensities, 40, 60, 80, 100, and 120 mm/h, were used to simulate rainstorms. The experimental data mainly include mean flow velocity and depth of whole flume. Flow depth was measured in each 1 m by using a water level measuring needle. There were six observation points for measuring flow depth, positioned at 0.5, 1.5, 2.5, 3.5, 4.5, 5.5 m along the flume center line. The mean flow depth of the whole flume was the average of all measured points.
DOI: 10.17632/jvrgch6yw9
title: Data for: The In vitro antithrombotic properties of ale, lager, and stout beers

description: antithrombotic properties
DOI: 10.17632/n6nnnzj92m
title: RESO PUB MARXISM DIALECTICAL MATERIALS I

description: RESO PUBLICATION MARXISM - I.
A grasp of dialectical materialism is an essential prerequisite in understanding the doctrine of Marxism.
DOI: 10.17632/f4jvvmkjj6
title: Data for: Experimental investigation of mini-hydrocyclones with different vortex finder depths using Particle Imaging Velocimetry
DOI: 10.17632/htkkzr9zbr
title: COMPARITIVE ANALYSIS OF CT SEVERITY INDICES IN PREDICTING THE SEVERITY & CLINICAL OUTCOME IN PATIENTS WITH ACUTE PANCREATITIS 

description: Acute pancreatitis is a disease of unpredictable severity & it’s management is based on the initial assessment of the disease severity. Acute Pancreatitis ranges from mild interstitial form to severe necrotic form. Evidence suggests that severe necrotic form is associated with poor prognosis. It’s a well known fact that Contrast enhanced Computed Tomography (CT) Abdomen is gold standard in early detection of pancreatic necrosis and in assessing the severity of acute pancreatitis. There are two CT severity grading systems to assess the severity of acute pancreatitis namely the CT severity Index (CSI) & Modified CT severity Index (MCSI). This study aims to compare the usefulness of these two CT severity grading systems in predicting severity & clinical outcome in acute pancreatitis patients in comparison with the clinical outcome parameters & Ranson’s criteria wherever possible.  
This is a hospital-based prospective screening test study conducted on 80 patients (23% Females (n=18) & 78% males (n=62)) above the age of 12 years with the clinical diagnosis of acute pancreatitis who underwent CECT study of the abdomen. The comparative analysis between CSI & MCSI with Ranson’s criteria was assessed by Chi-Square test with p-value of less than 0.05 as level of significance & Pearson correlation with r-value of 0 to 1 as positive correlation. 
Both CSI and MCSI are significant predictors of severity & clinical outcome in acute pancreatitis & has a correlation of significance with Ranson’s criteria, but the correlation is better with MCSI (r:0.53; p<0.01) as compared to the CSI (r:0.35;p:0.04). 
This study shows highly significant concordance between the MCSI score & prediction of multi organ failure, superadded infection, duration of hospital stay and mortality. However, the study shows low correlation by both the CT severity indices (CSI & MSCI) with regard to requirement of intervention. As compared to CSI, MCSI shows better correlation between the severity & clinical outcome parameters in acute pancreatitis.
DOI: 10.17632/f93vc44s8h
title: Minimizing uncertainties in climate projections reveals the vulnerability of terrestrial water storage to climate change

description: These are the original, unprocessed data for the paper titled "Minimizing uncertainties in climate projections reveals the vulnerability of terrestrial water storage to climate change" submitted to One Earth Journal.
DOI: 10.17632/m6znj3x9jb
title: Data for: Pressures and Influences on School Leaders As Policy Makers During COVID-19

description: A survey of 297 school leaders in England about the role and impact of government policy on school leaders as policy writers during COVID-19.