cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wgydbcnnbw
title: Bleached pulp from Chilean Eucalyptus process dataset

description: The data involved in this research represent the resource demand and emissions of the forestry and pulp mills process in Chile. The hypothesis is looking for the quantification of the environmental impacts of the bleached pulp of short fibre in Chile, in order to compare the life cycle performance of the sector. The data includes the forestry activity based on research of Morales et al. (2015) and the pulp industry based on data from the National Environmental Assessment System, where the projects declare their resource consumption, mainly. Complementary information was obtained from direct sources in the industrial plant through personal communication. 
All the data were obtained and treated in the file, to change the physical basis reported to the basis needed in life cycle assessment. In this sense, 1 ha is the functional unit for the forestry stage and 1 ton of cellulose for the industrial stage. The transport between the forest and the industrial complex was included in the sheet named "Forestry Stage". The data for wood production is reported based on the demand to cultivate 1 hectare of Eucalyptus pulping wood. The data for cellulose production is reported in the "Pulp Industry" sheet and includes the chemicals and fuels consumption, calculation of fossil and biogenic emissions, airborne, wastewater, and solid waste. These data are reported on the basis of 1 tonne of bleached pulp. Using mass and energy balances the raw data were adapted to the pulp production in 2017. 
These data were input to SimaPro software and obtained the results for LCA by stage and the whole process. The most relevant results show that by far chemical processing is the most environmentally intensive and the rational use of biocides and fertilizers in forestry stage is still a challenge. Also, this study quantifies the amount of biogenic carbon release by ton of pulp finding a rate over 3 ton CO2 biogenic/ton pulp.
These results broaden the perspective of the forestry sector, given the relevance to others environmental impacts despite the benefits behind its carbon neutrality.
DOI: 10.17632/dpfg4fpznr
title: Regulation of the exclusive economic zone and the continental shelf under the 1982 United Nations Convention on the Law of the Sea

description: The Regulation of the Exclusive Economic Zone (EEZ) and Continental Shelf under the 1985 United Nations Convention on the Law of the Sea (UNCLOS) is a critical aspect of international maritime law. This essay proposes a research hypothesis to investigate the effectiveness of the UNCLOS framework in regulating these zones.

The research hypothesis is straightforward: The UNCLOS framework effectively regulates the EEZ and Continental Shelf. This hypothesis will be tested by examining the Convention's provisions, implementation, and impact.

The research aims to answer three key questions:

1. How effective is the UNCLOS framework in regulating the EEZ and Continental Shelf?
2. How do coastal states implement UNCLOS provisions?
3. What challenges arise in balancing the interests of coastal states, flag states, and the international community?

By investigating these questions, this research will provide valuable insights into the UNCLOS framework's effectiveness in promoting sustainable development, environmental protection, and international cooperation.
DOI: 10.15468/dl.y7w8dv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.0145 -15.8532,54.1138 -16.1504,54.9312 -16.1504,55.0218 -15.961,54.8989 -15.5532,54.5521 -15.3811,54.2381 -15.4633,54.0145 -15.8532))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012864-250525065834625/datasets/export for details.
DOI: 10.17632/pf6sxfm4vd
title: Flow data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_3

description: Flow data for "Resilient anatomy and local microplasticity of naïve and stress hematopoiesis "_3
DOI: 10.17632/87b9xpm7g7
title: Data for: Evaluation of Effectiveness of China's Carbon Emissions Trading Scheme in Carbon Mitigation

description: This file include data and dofile for Evaluation of Effectiveness of China’s Carbon Emissions Trading Scheme in Carbon Mitigation.
DOI: 10.17632/ggdtwpvvj9
title: Assessment of Performance Current Diagnostic Tools of Drug-Resistant Tuberculosis: A Comprehensive Meta-Analysis

description: The main target of this research is to determine the best diagnostic tool for MDR TB which is appropriate to use in daily practice in Indonesia. So far, based on Indonesia's TB Guideline, the diagnostic for MDR TB is phenotypic and genotypic method using Xpert MTB/RIF and MTBDRplus. There are various new diagnostic tools, such as Abbott RealTime, Microscopic-Observation Drug Susceptibility (MODS), pncA-Seq, and Wayne test. The specific target for this research including meta-analysis comparison of the sensitivity which provides information about how well the test can catch true positive cases and specificity which provides information about how well the test can exclude individuals who are actually negative; AUC values; PPV, NPV, PLR, NLR, DOR, and Accuracy diagnostic tools for Rifampicin resistant TB, Isoniazid, Pyrazinamide, and multidrug resistant TB. MTBDRplus superior than Xpert MTB/RIF with sensitivity 97% (95% CI: 96-98, I2: 66,92%) and specificity 97% (95% CI: 96-98, I2: 79,06%); Superior than Abott RealTime with sensitivity 94% (95% CI: 92-96, I2: 82,18%) and specificity 97% (95% CI: 95-99, I2: 93,00%); and excellent to detect MDR TB with sensitivity 96% (95% CI: 93-98, I2: 62,02%) and specificity 98% (95% CI: 95-99, I2: 95,75%). The best Pyrazinamide resistance tool is pncA-Seq with sensitivity 94% (95% CI: 79-98, I2: 95,65%) and specificity 99% (95% CI: 90-100, I2: 87,50%). The best diagnostic tool applied in Indonesia is Xpert MTB/RIF for Rifampicin (RIF), MTBDRplus for Isoniazid (INH), and MGIT for Pyrazinamide (PZA).
DOI: 10.17632/xzjbv2h943
title: The relationship between regular sinusoidal waves in the tissue at lung-related acupuncture points and the respiration pacesetter mechanism

description: This data compliments a paper entitled: The relationship between regular sinusoidal waves in the tissue at lung-related acupuncture points and the respiration pacesetter mechanism. The paper fully describes and analyses the data. Supplemental to that paper, the following document analyses aspects of the “pace signals” to rule out the possibility that the pace signals are artefact. http://www.curiouspages.com/research/01.pdf At the time of writing, the main paper is still in production. Please see the links at the end of this dataset, which will be updated once the paper is published. A preprint draft of the main paper is available at https://www.preprints.org/manuscript/201910.0201/v2
DOI: 10.17632/bkzgpb64y6
title: Metal Fused Filament Fabrication (MF3) of Ti-6Al-4V implants by using flexible, partially water-soluble binder systems - data set

description: This dataset contains all data generated in connection with the related journal article. This includes the rheological properties of the developed feedstocks as well as the post-processing data.
Version 2 includes more data for the statistics.
DOI: 10.17632/kh2btj3btj
title: Consumers' preferences and willingness-to-pay for personalised nutrition

description: Stata dataset: "Consumers' preferences and willingness to pay for personalised nutrition" Discrete choice experiment - Long shaped data
DOI: 10.17632/86gj82n2sk
title: Rhodoliths data set

description: This data is a raw data set provided for review of research papers in the marine geology journal.
Research paper title is An uneven rhodolith distribution controlled by sea-bottom conditions near jeju island, korea
DOI: 10.17632/63n37x7c92
title: Dataset of urban development analysis in a section of Kuje Area Council, Abuja

description: The dataset contains a figure, Google Earth Historical Images data, UAV and GCP data, and urban development statistics data of a section of Kuje Area Council in Abuja, Nigeria.
DOI: 10.17632/d7mv93c4xz
title: Evaluating with Climate Science Requirements

description: Climate-related measures in politics, business, or education cannot be evaluated solely by
their likelihood of implementation or public acceptance. What is much more important is
how well they actually align with scientifically justifiable climate protection
requirements. This article develops a set of eight indicators that can serve as a normative
reference point for evaluating in your own planning and analysis projects, such as climate
reports, action plans or strategy concepts.
They are based on key concepts from climate science: the IPCC's logic for action, the
CO₂ and greenhouse gas budget, and the structure of the Sustainable Development Goals.
These are used to derive precise and methodologically differentiated requirements that
are effective at three levels: structural, cultural-social and individual. The result is a
theory-based assessment grid that can be used independently of context and at the same
time offers scope for participatory assessment and further development.
The discussion section outlines a proposal for the practical use of this instrument. The
focus is not on standardised measurement methods, but on reflecting on transformation
potentials, possible conflicts of objectives – and also on bringing to light cognitive
dissonances and blind spots in planning and assessment processes. The instrument is
intended as an invitation to differentiated examination and further reflection – in
research, practice and education.
DOI: 10.17632/cfws3zbhkc
title: MATLAB Microgrid infrastructure Model Generator with Machine Learning Techniques

description: There is one MATLAB script that uses different trained decision trees (gathered in two folders) and generates a microgrid infrastructure model based on two inputs: latitude and segment of operation. (The segment name must be written as a number in the main script following the comments provided)
DOI: 10.17632/9v4dyrzz5f
title: Deluded zombies: induced behavioural modifications in a spider with leaf shelter web do not increase the survival of its parasitoid wasp

description: Data from an experiment in which we evaluated the survival of pupae of the parasitoid Zatypota alborhombarta in modified and unmodified webs of Cryptachaea migrans (File: Data Parasitoid_Survival), as well as evaluations of the web modifications induced by the parasitoid in both parasitized and unparasitized spider hosts (File: Data Web_Modification). 
The data is provided in Excel (.xlsx) format.
DOI: 10.17632/w98b55yzk9
title: Sentinel 3 data of GPGP used to detect plastic

description: The Sentinel 3 data for Great Pacific Garbage Patch area was downloaded from the CREODIAS data portal of https://finder.creodias.eu/.
DOI: 10.17632/y96kpb2dpd
title: QUANTUM ESPRESSO implementation of the RPA-based functional

description: We detail our implementation of the random-phase-approximation based functional (RPAF) derived in Ref. [1] for the QUANTUM ESPRESSO (QE) package. We also make available in the Computer Physics Communications library the source files which are required in order to apply this functional within QE. We also provide the corresponding RPAF projector augmented wave (PAW) and ultrasoft pseudopotentials for most elements. Lastly, we benchmark the performance of the RPAF by calculating the equilibrium lattice constant and bulk modulus of a set of the same 60 crystals used by other authors to benchmark other functionals for both PAW and ultrasoft pseudopotentials. We find that the RPAF performs better overall as compared to the other most popular functionals.
DOI: 10.17632/6pj3zhwkg6
title: Data for "Privacy Signals: Exploring the Relationship Between Cookies and Online Purchase Intention" published by RAC - Revista de Administração Contemporânea

description: The data is from the article "Privacy Signals: Exploring the Relationship Between Cookies and Online Purchase Intention" and shows consumer perceptions of website transparency about cookie requests in the e-commerce environment. Overall, we used a quantitative methodology, through a descriptive study and four experimental studies.  The results studies show that cookie acceptance positively influences the intention to purchase, only when the consumer accepts cookie collection and when they have a need for the product, resulting in greater perception of benefits associated with information disclosure. Risks did not show significance in this process. However, providing more information to consumers about data collection is advantageous because the intention to purchase is higher, even for those who do not accept cookies.

The data for the experiments were collected using Qualtrics software and online, using Facebook, through sponsored ads to ensure the randomness of responses. The products used in the experiment scenarios were chosen because of the pandemic context, where the consumption of products used in the home increased, to the detriment of superfluous or luxury products. The samples of the experiments respected the minimum criteria of 30 people in each experiment condition, as suggested by Hair et al. (2009). 
Statistical analyses were done through IBM SPSS Statistics statistical software using the Procces macro, which is an extension created for SPSS for multivariate data analysis and mediation analysis, as well as integrated conditional process models (Hayes, 2018). 

Finally, we also used General Linear Model (GLM) in the analyses, as it is an extension of the linear regression model and indicated in cases of probability distributions other than the normal distribution, which makes it more flexible to handle the data (Hair et al. 2009).
DOI: 10.17632/yr7xkx4jbk
title: Immunofluorescence images
DOI: 10.17632/2mtjyr97xd
title: The Paradox of Plastic Bag Legislation: How Bans and Taxes Affect PM2.5 Air Pollution in 208 Countries

description: The dataset is grounded in the context of examining the environmental impacts of plastic bag regulations on air quality. The widespread use of plastic bags has been identified as a contributor to elevated air pollution levels globally, leading to the implementation of bans and taxes to mitigate plastic pollution. This study analyses the effects of these regulatory measures on PM2.5 air quality across 208 countries from 1960 to 2021, using Fixed Effects, Driscoll and Kraay, and GMM models. The findings reveal that while bans reduce PM2.5 exposure above certain WHO thresholds, they may increase exposure above others, and taxes consistently increase exposure across all thresholds. The dataset combines World Bank data on PM2.5 and relevant covariates with country-specific regulatory information from Wikipedia (https://en.wikipedia.org/wiki/Plastic_bag_ban). It includes a Stata file with the compiled dataset, a Stata do-file for analysis, and R scripts for visualisations, offering a resource to explore the nuanced relationship between plastic bag policies and air quality.
DOI: 10.17632/4cd6bc57wj
title: Supporting information of the article: Engineering to improve mechanical properties of nanocellulose hydrogels from aloe-vera bagasse and banana pseudostem for biomedical applications

description: The data show complementary information during the analysis, interperation of data and comparision with the literaure of the article engineering to improve mechanical properties of nanocellulose hydrogels from aloe-vera bagasse and banana pseudostem for biomedical applications by Rocío Hernández-Leal, Ángeles Iveth Licona Aguilar, Miguel Antonio Domínguez-Crespo, Esther Ramírez-Meneses, Adela Eugenia Rodríguez-Salazar , C. Juárez-Balderas, Silvia Beatriz Brachetti-Sibaja*, Aidé Minerva Torres Huerta**
DOI: 10.17632/7fbnxcbnhp
title: Sugarcane Disease Dataset

description: Image dataset plays important role across various fields including computer vision machine learning and research. The dataset helps researchers, developers and professionals to train models and algorithms. This dataset will help farmers and researchers to identify, classify various sugarcane diseases affecting sugarcane. With help of analyzing the images the researcher can develop accurate disease detection algorithms and warning systems which will help preventing widespread crop damage and financial loss of farmers. The sugarcane disease dataset consists of 3358 high resolution images of sugarcane leaves and are stored in JPEG format. The dimension of the images is 1000 x 1000. Images categorized into 7 categories with five disease categories, a dried leaves and a healthy leaves category. Sugarcane dataset ensure that various common sugarcane diseases are covered ensuring easy access. Images having 96 DPI (dots per inch) collected through field visit and capturing from different angles. Images provided are clear and detailed visual representation of sugarcane samples.
DOI: 10.17632/pcwct56965
title: Banco Saúde Mental

description: Banco de Dados Oriundo da Pesquisa Intitulada : Saúde Mental entre Estudantes Universitário
DOI: 10.17632/wks4t2kc2x
title: The uforgettable sound of beauty

description: Single subjects (N=60) mean values for relevant variables
DOI: 10.17632/pw7nyzw6gg
title: nCPAP transfer

description: Noninvasive respiratory support is a crucial component of neonatal respiratory distress syndrome therapy. The nCPAP (nasal continuous positive airway pressure) is recommended as an initial for respiratory support of a premature baby. However, there is no consensus in the literature on the possibility, conditions and criteria for non-invasive respiratory support for newborns during inter-hospital transportation, and the recommendations are empirical.
Objective: To study the possibility of carrying out nCPAP during pre-transport preparation and inter-hospital transportation of newborns.
Materials and Methods: the observational, cohort, retrospective study included data on 70 cases of evacuation of newborns performed by the transport team of the resuscitation advisory Center of the Regional Children's Clinical Hospital of Yekaterinburg in the period from July 1, 2014 to December 31, 2018 to patients who were on noninvasive ventilation (nCPAP) at the time of examination by the transport team in the initial medical organization. The initial sample was divided into a group of patients transported to a ventilator (n=22) and a group of patients transported to nCPAP (n=47), respiratory support was discontinued in one case.
Results: analyzing the parameters of respiratory support at the time of examination by the transport team, statistically significant differences were observed between the oxygen fraction groups (34% (30-45) and 30% (21-30), the first and second groups, respectively, p=0.002) and the saturation index of oxygenation (2.14 (1.55 - 2.58) and 1.53 (1.31 - 1.84)) the first and second groups, respectively, p = 0.001). The saturation index of oxygenation has an acceptable predictive value in for tracheal intubation at the stage of pre–transport preparation (AUC 0.799 [0.682 - 0.917]). During transportation, one patient of the second group required tracheal intubation (2,13%[0,05 - 11,29]). Upon admission, one patient of the second group needed to perform tracheal intubation (2,17%[0,06 – 11,53]), no other correction of the parameters of noninvasive support was required for patients of the second group.
Conclusion: The main criterion for the transfer to a ventilator at the stage of pre-transport preparation is the dependence on additional oxygen during the nCPAP. The saturation oxygenation index (AUC 0.799 [0.682 – 0.917]) and the SpO2/FiO2 ratio (0.803 [0.687 – 0.919]) have an acceptable predictive value in relation to the need for tracheal intubation. The probability of intubation during transportation is 2.13% [0.05 - 11.29].
DOI: 10.17632/r9v37kwxn9
title: Effect of Motor Imagery and Conventional Exercises on Pain and Disability in Subjects with Chronic Mechanical Back Pain

description: Abstract 
Background: Chronic mechanical back pain is a prevalent musculoskeletal disorder that 
significantly impacts quality of life by increasing pain, disability, and psychological distress. 
Conventional exercise therapy is a widely accepted treatment; however, newer approaches like 
MI have shown potential in enhancing rehabilitation outcomes by targeting both physical and 
psychological components of pain. 
Objective: The objective of this study was to evaluate and compare the effects of MI and 
conventional exercises on pain intensity, functional disability, and psychological inflexibility in 
subjects with chronic mechanical back pain. 
Research Methodology: A total of 40 participants with chronic mechanical back pain were 
randomly assigned to either an MI group or a conventional exercise group. Interventions were 
administered over four weeks. Pain intensity was assessed using the NPRS, functional disability 
was measured through the MODI, and psychological inflexibility was evaluated using the PIPS. 
Data normality was assessed using the Shapiro-Wilk test. Within-group and between-group 
analyses were conducted using paired t-tests and Mann-Whitney U tests respectively. Post-hoc 
power analysis and MCID calculations were also performed. 
Results: Both groups demonstrated significant within-group improvements in NPRS, MODI, 
and PIPS scores after four weeks (p &lt; 0.05), with changes exceeding the MCID thresholds, 
indicating clinically meaningful benefits. However, between-group comparisons showed no 
statistically significant differences in outcomes (p &gt; 0.05). Post-hoc analysis revealed adequate 
power for NPRS but lower power for MODI and PIPS. 
Conclusion: MI was found to be an effective intervention in reducing pain, improving 
disability, and enhancing psychological flexibility in individuals with chronic mechanical back 
pain. Although no statistically significant differences were observed when compared to 
conventional exercises, the clinical improvements confirm that MIcan be effectively 
incorporated into rehabilitation programs. Future studies with larger sample sizes and longer 
follow-up periods are recommended to further validate these findings. 
Keywords: Chronic back pain, Motor imagery, Conventional exercises, Pain management, 
Disability, Psychological Status