cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/95gh6zkgbc.1
title: Mathematical Models of Asymptotes and Human Migration

description: Description of Data and Graphs
This code snippet creates three different models to illustrate various types of asymptotic behaviors: horizontal asymptote, vertical asymptote, and oblique asymptote. These models are represented graphically to understand their behavior over time, specifically in the context of "Quality of Life (Q(t))".

Model 1: Horizontal Asymptote
A horizontal asymptote depicts a scenario where a function approaches a constant value as time progresses indefinitely. The horizontal asymptote function used here shows how quality of life stabilizes at a certain level.

Parameters:

L: The limiting value that quality of life approaches.
k: The rate constant that determines the steepness of the curve.
t0: The time at which the midpoint of the growth occurs.
Interpretation:

As time increases, the quality of life approaches the value of L, representing a stabilization point.
The horizontal line at y = L signifies the maximum attainable quality of life over time.
Model 2: Vertical Asymptote
A vertical asymptote indicates a point where a function becomes unbounded and shoots off to infinity, representing a critical threshold or a singularity. The vertical asymptote function shows how quality of life dramatically increases as it approaches a specific time point.

Parameters:

t0: The time at which the asymptote occurs.
Interpretation:

As time approaches t0, the quality of life increases dramatically, indicating a critical point where it becomes unmanageable.
The vertical line at x = t0 signifies the threshold time beyond which the system becomes unstable or experiences a dramatic change.
Model 3: Oblique Asymptote
An oblique asymptote represents a function that approaches a linear behavior over time, with diminishing deviations. The oblique asymptote function shows how quality of life follows a linear growth pattern with minor fluctuations that decrease over time.

Parameters:

m: The slope of the linear part of the asymptote.
b: The y-intercept of the linear part.
c: The coefficient of the term that decreases over time.
Interpretation:

As time increases, the minor fluctuations diminish, and the quality of life approaches a linear function.
The red line signifies the steady linear growth in quality of life with decreasing short-term fluctuations.
Visualization and Interpretation
The data is visualized using three subplots, each representing one of the asymptotic models:

Horizontal Asymptote Plot:

Displays how quality of life grows and eventually stabilizes at a maximum value L.
The horizontal dashed line illustrates the asymptote.
Vertical Asymptote Plot:

Shows how quality of life increases rapidly as time approaches the critical threshold t0.
The vertical dashed line emphasizes the point of critical change.
Oblique Asymptote Plot:

Demonstrates how quality of life follows a linear growth trend with diminishing short-term fluctuations.
The dashed line represents the long-term linear behavior.
DOI: 10.17632/zfm89nwx2t.1
title: Emergent perceptual biases from state-space geometry in trained spiking recurrent neural networks. Serrano-Fernandez et al.

description: This dataset contains both the behavior and the single-neuron spike trains from two example recurrent neural networks of spiking LIF neurons (sRNN) performing a time interval discrimination task. In this task, two-time stimuli are presented sequentially separated by a delay period in order to be compared.

Starting from different random initializations of the network parameters, each sRNN was trained in a block of 5,000 training trials, presented in a continuous manner, without perturbing the network activity at the end of the trial. 

Once the networks were trained, a series of test simulations were conducted to assess their performance in the task and to collect the attached datasets (see the different "README" documents inside the dataset for further information). Their performance exhibited a perceptual bias known as contraction bias. Due to this bias, the first stimulus is perceived as contracted towards the mean of its distribution. To shed light on this effect, we explored, in the following article, the causes of this bias and how behavior relates to population firing activity:

Serrano-Fernandez, Beiran, and Parga. "Emergent perceptual biases from state-space geometry in trained spiking recurrent neural networks." Cell Reports (2024).
DOI: https://doi.org/10.1016/j.celrep.2024.114412
DOI: 10.17632/cwbf2z7tch.2
title: Environmental Sensory Tendencies Dataset

description: Citation Request: Koklu, N., and Sulak, S. A. (2024). The Systematic Analysis of Adults' Environmental Sensory Tendencies Dataset. Data in Brief, 110640, https://doi.org/10.1016/j.dib.2024.110640

This dataset was conducted to investigate the profound impact of human activities on the environment, based on scientific data, recognizing the potential of environmental problems to turn into devastating crises if appropriate measures are not taken. It emphasizes the important role of education in developing environmental awareness, knowledge and sensitivity to counter adverse environmental consequences. For this purpose, a dataset was created for the emotional tendencies of university students, who represent a demographic that has the potential to influence the sustainable future of the world. A survey data including 33 different variables was collected from 388 university students in Turkey. Environmental Sensory Tendencies Dataset is intended to provide valuable guidance for the development of effective environmental education programs and policies aimed at increasing university students' awareness and participation in environmental issues. Our research underlines the vital importance of developing responsible attitudes and behaviors to effectively address environmental challenges and thereby contribute to a healthier and more sustainable global ecosystem. This study will make a significant contribution to the literature and highlight the interconnection between human actions and environmental well-being.
DOI: 10.17632/bgrgb75gyt.1
title: Blockchain Transactions in Fashion Supply Chains

description: We collected data on partnerships between fashion firms and blockchain firms in which blockchain firms assist fashion firms in implementing blockchain in their production processes and supply chains. The data was collected and analysed using press releases and newspaper articles in Factiva, an online search, and a search on the websites of blockchain/IT firms. The final dataset includes 95 collaborations from 2015 until 2023. It includes information on the partnership announcement date, names of partners, quotes from press releases and articles describing three types of transaction costs, type of blockchain, and data sources.
DOI: 10.17632/y5r6f8g75g.1
title: Python Code Blockchain Governance

description: This is Python code to create 3D figures in which we compare the governance costs of public, consortium and private blockchains for different levels of asset specificity, frequency and behavioural uncertainty (i.e., the attributes of transactions).
DOI: 10.15468/dl.yapqaf
title: Occurrence Download

description: A dataset containing 7019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-89.94018 21.16818,-90.03345 20.78571,-89.63121 20.47307,-89.21995 20.4723,-89.33777 21.28064,-89.38911 21.33616,-89.88462 21.26087,-89.94018 21.16818))",
 "TaxonKey is Cyanocorax yucatanicus (Dubois, 1875)"
 ]
}

 The dataset includes 7019 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012184-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7y8y8h2sw6.1
title: Are military activities on the Molotov Line during WWII still detectable in the chemical record of soils in Roztocze (SE Poland)?

description: The aim of this paper was to investigate the extent of heavy metal contamination of soils in areas adjacent to the bunkers of the Molotov Line in Roztocze (SE Poland) and to assess reclamation activities on the extent of heavy metal contamination of soils.

Soil samples of bunkers with varying degrees of war damage were analysed to determine heavy metal concentrations. Surface (0-20 cm) and subsurface (20-40 cm) soil samples were collected at 4 transects and distances from the bunkers. Heavy metals (Cd, Cu, Mn, Pb, Zn, Ni, Cr, Bi) and pH, texture, TOC, CEC were determined in the investigated soils. Several indicators of contamination were used to analyse the degree of contamination: PI, CD, RI, TB index.

The conducted research has revealed that soils subjected to military pressure exhibit different properties from natural soils. The heavy metal content in the 0-20 cm soil layers was several times higher than the geochemical background. This indicates that despite remediation efforts (plowing and afforestation), there exists a clear geochemical record of military activities along the Molotov Line in SE Poland. Thanks to the contamination indices used in the study, it was found that soils affected by past wartime activities may pose a real threat to health.

The regularities presented in the paper can provide a basis for action regarding the direction of remediation activities for areas with sensitive uses, such as military training grounds. The results presented here allow us to conclude that despite the remediation activities undertaken (plowing and afforestation), there is a clear geochemical record of military activities on the Molotov Line in SE Poland.
DOI: 10.17632/p7g3bspg6x.1
title: Adverse events associated with oral small-molecule drugs in the treatment of psoriasis and psoriatic arthritis: a pharmacovigilance study based on the FAERS database

description: This data is the supplementary data for a manuscript entitled "Adverse events associated with oral small-molecule drugs in the treatment of psoriasis and psoriatic arthritis: a pharmacovigilance study based on the FAERS database. In our study, we revealed the distinct adverse event (AE) profiles of two marketed oral small-molecule drugs, namely apremilast and deucravacitinib.
DOI: 10.17632/gc45nw672y.1
title: Thermal transmittance limits across European Member States

description: Data relate thermal transmittance limits for buildings across Member States. Data file provides a dataset detailing thermal transmittance limits for both new and existing buildings across all EU. These limits are outlined in accordance with the specific regulations of each nation, covering essential building components such as walls, windows, floors, and roofs. The dataset includes twenty-seven Excel sheets, each dedicated to a specific EU country, making it a valuable resource for understanding the diverse regulatory environments within the EU. For each country, the dataset defines the corresponding Köppen-Geiger climate zones and the applicable European climatic zones. The dataset indicates the year of the reference documents used for the transmittance values, ensuring that the data is contextualized within its historical framework.
DOI: 10.17632/dhrnj74spy.1
title: ENPOWER D5.1

description: ENPOWER D5.1 Illustrative Example Dataset
DOI: 10.5883/ds-nculva
title: ULVA (ULVALES, CHLOROPHYTA) SPECIES DIVERSITY IN NORTH CAROLINA, USA, BASED UPON MORPHOLOGICAL CHARACTERS AND DNA SEQUENCES

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.17632/ypvpx6xdjr.1
title: Data title"Entrepreneurial experiences of female entrepreneurs in the Maldives: From concept to implementation and beyond"

description: This is the qualitative analysis of the interviews undertaken as part of data collection on the Entreprenurial process of female entrepreneurs in Maldives.
DOI: 10.17632/sgpz4gdhf2.1
title: Intent Matters for Moral Judgements of Purity Violations Even in Iran, a Culture with Strong Purity Values

description: This dataset contains the materials and data from a study investigating the role of perceived intent in moral judgments of purity violations compared to harmful actions within an Iranian cultural context. The study aims to test whether the influence of intent on moral judgment is similar for both impure (disgust-eliciting) and harmful acts, even in a culture that strongly values purity.
DOI: 10.15468/dl.f2uf6q
title: Occurrence Download

description: A dataset containing 4683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 4683 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012185-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ysaac
title: Occurrence Download

description: A dataset containing 585836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 585836 records from 574 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012182-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsvwkt
title: Occurrence Download

description: A dataset containing 3867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Agriornis montanus (Orbigny & Lafresnaye, 1837)"
 ]
}

 The dataset includes 3867 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012186-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2sa6t
title: Occurrence Download

description: A dataset containing 5740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Sicalis luteola (Sparrman, 1789)"
 ]
}

 The dataset includes 5740 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012188-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7panx
title: Occurrence Download

description: A dataset containing 6111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Falco peregrinus Tunstall, 1771"
 ]
}

 The dataset includes 6111 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012187-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nnrb7s2wt8.1
title: Thorough Numerical Simulation of Silicon Heterojunction Solar Cells Focusing on the Illuminated

description: the raw data of simulations
DOI: 10.15468/dl.5kdzer
title: Occurrence Download

description: A dataset containing 6752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Myrtis fanny (R.Lesson, 1838)"
 ]
}

 The dataset includes 6752 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012189-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pn86d
title: Occurrence Download

description: A dataset containing 25492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Gallinula galeata (Lichtenstein & Mhc, 1818)"
 ]
}

 The dataset includes 25492 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012190-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/72sgxfd3p8.1
title: Numbers of Nail Procedures Performed by Physician Assistants and Nurse Practitioners among Medicare Beneficiaries Increased 2013-2021

description: Numbers of Nail Procedures Performed by Physician Assistants and Nurse Practitioners among Medicare Beneficiaries Increased 2013-2021 - Supplemental Methods
DOI: 10.5519/qd.khsqv4hs
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (522 records)
DOI: 10.17632/dn3j2c65c7.1
title: Endothelial Intracellular Signaling (NFKB & STAT1)

description: Human endothelial cells stimulated with cytokines, with or without inhibitors (BCL6, NFKB, JAK inhibitors)
1. In primary human endothelium, phospho-proteins were measured in cell lysates by multiplex luminex assay (MilliPlex and BioPlex): TNFa for NFKB, IFNG for STAT1
2. In primary human endothelium, phosphorylated and total NFKB were measured in monolayers using the Lumit assay
3. NFKB-TIME endothelial cells (from ATCC) were assayed for NFKB transcriptional activity using a luciferase assay (Promega)
DOI: 10.15468/dl.9tt873
title: Occurrence Download

description: A dataset containing 6111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru",
 "TaxonKey is Falco peregrinus Tunstall, 1771"
 ]
}

 The dataset includes 6111 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012191-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m8pm2kr7jg.1
title: STAT1 & IRF1 Transcriptional Activity in the presence of BCL6 inhibitors (HEK reporter cells)

description: HEK-Blue (ISG) and HEK-Dual (STAT1) reporter cells were stimulated with IFNG or IFNB with or without inhibitors (JAKinibs and BCL6 inhibitors). Transcriptional activity was read out by SEAP reporter.
DOI: 10.17632/3xkh5cmsnf.1
title: Metadatos: Repositorio de Acceso Abierto en Centros Regionales Universitarios, Anexos y Extensiones de la Universidad de Panamá

description: Metadatos: Repositorio de Acceso Abierto en Centros Regionales Universitarios, Anexos y Extensiones de la Universidad de Panamá
DOI: 10.17632/3xkh5cmsnf.2
title: Metadatos: Repositorio de Acceso Abierto en Centros Regionales Universitarios, Anexos y Extensiones de la Universidad de Panamá

description: Metadatos: Repositorio de Acceso Abierto en Centros Regionales Universitarios, Anexos y Extensiones de la Universidad de Panamá
DOI: 10.17632/w5kh8gg5td.1
title: Endothelial HDAC Activity Assay with cytokines

description: Human endothelial cells stimulated with cytokines with or without inhibitors and HDAC activity was measured.
DOI: 10.17632/ddfth23j6n.1
title: PORTRAYING PARTITION: COMMUNAL HARMONY AND STRUGGLE IN SAMARESH BOSE’S SELECTED SHORT STORIES

description: Abstract: 
Samaresh Bose (1924-1988) holds a significant position in Bengali literature, primarily due to his vivid portrayal of the socio-political turbulence of his time. This research paper delves into his selected short stories focusing on the Hindu-Muslim riots and the partition of India, examining how these events are depicted and their impact on common people. By analyzing stories like "Adab," "Gantavya," "Joynal," and "Nimai's Exodus," this study explores themes of communal harmony, displacement, and the human cost of political upheaval. Bose's narratives reveal the profound emotional and physical struggles of those affected, highlighting the resilience and solidarity that emerge amidst chaos.
Introduction : 
Samaresh Bose, an eminent figure in Bengali literature, was deeply influenced by the socio-political upheavals of his time, particularly the Hindu-Muslim riots and the partition of India in 1947. Born in Rajnagar, Dhaka, Bose spent most of his life in West Bengal and was actively involved in trade unions and the Communist Party of India. His literary works often reflect the suffering of common people during tumultuous periods marked by famine, epidemics, riots, and refugee crises. This paper focuses on a selection of his short stories, namely "Adab," "Gantavya," "Joynal," and "Nimai's Exodus," to analyze how Bose portrays the riots and partition, emphasizing the themes of communal harmony, displacement, and the human cost of these events.
Life and Literary Background : 
Samaresh Bose (1924–1988) has a special place in the world of Bengali literature. He was born in Rajnagar, Dhaka, Bangladesh. However, he spent the majority of his life in the Naihati region of the North Twenty-four Parganas district of West Bengal. His literary life has passed through various conflicts. The ups and downs of his personal life are also noticeable. 
Professional and Political Involvements : 
He worked in the Ichapur gun factory and became involved with trade unions. He was an active member of the 'Communist Party of India'. At one time, he was imprisoned. However, upon his release from jail, he pursued a career in literary writing. While in jail, he wrote the novel 'Uttaranga', and after his release, he wrote the novel 'Nayanpurer Mati'. 
Literary Themes and Influences : 
On one hand, the sufferings and pains of the common people have come up in his literature; on the other hand, there have been famines, epidemics, riots, partition, and refugee problems. I have chosen 'Dangar Vibhishika: Context Deshbhag, Samaresh Bose's (Selected) Short Stories' as my topic. Therefore, in the discussion, my primary focus will be on the riots and the partition, as well as their effects I’ve chosen a few short stories to discuss riots and partition. They are-
1. manners
2. the destination
3. Joynal.
4. Nimai's emigration.
..........
DOI: 10.17632/gkt8g46k4k.1
title: Effects of Gender Equality on Renewable Energy Development: Evidence from Global Surveys, 2000–2019

description: The merged dataset is meant to measure the effects of gender equality on renewable energy development and contains country-level observations for the years 2000–2019 from 142 countries.
DOI: 10.17632/sn2jgjdk3c.1
title: Phytochemical Diversity of Plant Species from the Licania Genus: A Scoping Review

description: The information contained in the supplementary files refers to the detailed search strategy, the preferred items checklist and the chemical structure of the molecules included in this study.