cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/66yxdp2dtn
title: Analytical and field data SA model

description: Dataset contains analytically generated infiltration data and field experiment data used for the manuscript Iovino et al. (2021) "Parameterization of a comprehensive explicit model for single-ring infiltration" submitted to Journal of Hydrology. More details on simulations are provided in the attached file "SA model Raw analytical data.xlsx". Field infiltration experiments were conducted following the Beerkan procedure with a ring diameter of 8 cm (Lassabatere et al., 2006). Two soils were considered, a loam soil (AR site) and a silty-clay soil (RO site). The AR site was sampled on five different dates (November 2017, April, May and September 2018, April 2019). The RO site was sampled only once (June 2019). Additional data include dry soil bulk density, rob, and initial soil water content, thetai.
DOI: 10.17632/77t55d5zjf
title: Cell autonomous versus systemic Akt isoform deletions uncovered new roles for Akt1 and Akt2 in breast cancer
DOI: 10.17632/7ywvh526md
title: INDIA'S TRADE RELATIONS WITH EUROPEAN UNION (1990-2005)

description: International trade is a very important factor in the economic development of countries. In this chapter, we introduced the meaning of trade and distribution. Importance of foreign and domestic trade, the importance of foreign trade, general information on EU enlargement, EU goals, member countries, etc. Discuss the European Union, geography, EU economy, and foreign countries Relations between India and the European Union.
DOI: 10.17632/m2dm8pvpj7
title: Solar Still - Comparison of Natural Fibres for Effective Condensation

description: Experimental data set of solar still with natural fibres for enhancing condensation
DOI: 10.17632/6y4pkv2j55
title: Henry Seamount Research Data

description: Contains the research data for "Rejuvenated volcanism and flank collapse deposits on a Cretaceous seamount near El Hierro, Canary Archipelago" by A. Klügel et al. as supplementary information.
Supplementary Table S1: Reference standard measurements of electron microprobe analyses.
Supplementary Table S2: Reference standard measurements of LA-ICP-MS analyses.
Supplementary Table S3: Major and trace element compositions of glasses and groundmass from Henry Seamount samples.
Supplementary Table S4: Radiogenic isotope ratios of volcaniclastic samples from Henry Seamount, and for one sample from the El Hierro 2011-2012 eruption.
Supplementary Table S5: U-series concentrations and activity ratios measured by TIMS.
Supplementary Table S6: Results of Ar-Ar measurements.
DOI: 10.17632/gp8vj2379m
title: AFHIRIS: African Human Iris Dataset (Version 1) Supplementary File

description: Here is the supplementary file that contains the descriptions of the human iris dataset published in https://data.mendeley.com/datasets/r3ypmmp2gs/1. It contains the soft biometric features for each of the iris images. For instance, cell 3B and 3C are iris images of the same individual without and with spectacles respectively.  Cells 3D, 3E, 3F, 3G AND 3H are the age, gender, height, weight and state of the same volunteer.
DOI: 10.17632/tj9p6mx8gf
title: Sensorimotor adaptation compensates for distortions of 3D shape information

description: Each file is an R object containing a single data frame with individual subject data for a specific task in a specific condition. "matchData" files contain responses from the perceptual matching task. "allData" files contain motion capture data from the grasping task. The suffix refers to our two haptic feedback groups: "haptic-for-texture" (HFT) or "haptic-for-stereo" (HFS). For more details, see preprint at: https://www.biorxiv.org/content/10.1101/540187v1
DOI: 10.17632/92gwgw6b84
title: DATA: Spatial distribution of native fish species in tributaries is altered by the dispersal of non-native species from reservoirs

description: Presence and movement of fish in the river/tributary according to species, season and flow rate.
DOI: 10.17632/n5x7bvkbnb
title: Mitochondrial double-stranded RNAs govern the stress response in chondrocytes to promote osteoarthritis development. Kim et al

description: Unprocessed gel and image data for "Mitochondrial double-stranded RNAs govern the stress response in chondrocytes to promote osteoarthritis development" by Kim et al.
DOI: 10.17632/gtcfp42vg8
title: ANN codes for the coverage area prediction of landslides v1.0

description: This data shows the python codes of BP-ANN model for the coverage area prediction of landslides.
DOI: 10.17632/kf7fkhp2pc
title: Food Recovery Efforts for Upstream and Downstream Benefits

description: RFR has been collecting data since its inception in 2014. Improvements in the collection of data continued to occur as dining halls were added to the food recovery. The data and data analysis were shared with Chartwells to assist them in achieving UN Goal 12 (Responsible Production). Due to the data collection improvements achieved during the program’s growth, this analysis makes use of two years of RFR data collection (January 1st, 2018 and December 16th, 2019). This timeframe was selected to compare year-to-year monthly data and to show: 1) Chartwells’ progress on food production in order to eliminate waste; 2) food delivered to community partners; and therefore 3) food diverted from landfills.

The data was collected by student volunteers. Each data form submission records the date timestamp of recovery, dining hall, weight of food, food group, food more specific (actual title of dish served), food storage method, quantity of pans used, and size of pans. The student volunteer(s) weigh the food.  Data is input by volunteers through a Google form and once submitted, the information goes directly into a Google Sheets document. Weight of the food is our most valuable variable when seeking solutions to reduce that weight semester to semester.
DOI: 10.17632/zcfg94bs82
title: Sir Ratan Tata: A Legacy of Industrial Leadership, Philanthropy, and Ethical Innovation in India

description: Sir Ratan Tata, a distinguished leader in Indian industrialization and philanthropy, passed away on October 9, 2024, leaving a profound legacy. Serving as the chairman of the Tata Group from 1991 to 2012, he drove the conglomerate's expansion into global markets, achieving key milestones, including the acquisitions of Jaguar Land Rover and Corus Steel. Beyond his role as a visionary businessman, Tata was a dedicated philanthropist, actively involved with Tata Trusts, which prioritize healthcare, education, and rural development initiatives. His leadership style was characterized by a commitment to ethical business practices and corporate social responsibility, establishing a standard for future leaders to follow. We offer our heartfelt condolences to the family and friends of Sir Ratan Tata. His significant contributions to industry and philanthropy have left an enduring impact on society. May his legacy of ethical leadership and compassion continue to motivate and inspire generations to come.
DOI: 10.17632/cgxzpfnzsj
title: Mapping the Impact of Development Finance Institutions on Sustainable Development Goals: systematic mapping, classification, and future direction

description: Mapping the Impact of Development Finance Institutions on Sustainable Development Goals: systematic mapping, classification, and future direction
DOI: 10.17632/zykzv6nrx8
title: Skills in transfers and management of neurogenic bladder in wheelchair users.

description: Present the adaptation strategies that people with spinal cord injury use to autonomously perform transfers and manage neurogenic bladder.
DOI: 10.17632/ndtgjcxx3n
title: Data from Research on Adaptive Governance in Conservation Units in the State of Rondônia - Brazil

description: This study aims to describe adaptive governance in Conservation Units (CUs) in Rondônia, based on the actions of management councils and local actors’ perceptions. The research draws on theoretical approaches to governance, adaptive governance, and common-pool resources. Three extractive reserves (Resex) were selected based on their management systems and council dynamics: Resex Rio Preto Jacundá, Resex Extractiva Maracatiara (in Machadinho D’Oeste), and Reserva Extractiva Itaúba (in Vale do Anari). This is a qualitative research using primary data, document compilations, specific legislation, and management plans for the reserves. The results demonstrate that the management of CU councils aligns with the premises of adaptive governance. The councils comply with the requirements set out in their creation decrees, exercise governance by evaluating and approving the accountability reports of associations based in CUs, and deliberate on issues that facilitate the implementation of management plans aimed at improving the quality of life of Resex residents. However, the discontinuity in the management of the local office responsible for the councils’ actions—compensated by the general secretariat’s intervention—highlights the adaptive capacity of governance. The study concludes that the challenges faced by community members, together with the specific contingencies of Amazonian CUs, necessitate changes to promote alternative governance models adapted to local conditions, including the integration of technology to enhance the quality of life of extractive families and, consequently, their participation in council actions. Future research should extend the analysis to CUs managed by other government spheres and in other states to allow for comparison and generalization.
DOI: 10.17632/hc47g6bdfz
title: Ethiotelecom customer comment: Sentiment Analysis

description: This dataset is used for sentiment analysis of customer comment which is gathered from official Facebook page of Ethiopian telecom company (Ethiotelecom). The dataset includes customer comment about the different service given by the company.
DOI: 10.17632/p794fz62cn
title: Data for: Submerged plus maze: A novel test for studying anxiety-like behaviour in fish

description: Data for: Submerged plus maze: A novel test for studying anxiety-like behaviour in fish
DOI: 10.17632/2jfmn6yp76
title: Animações infantis e morte: um estudo documental

description: O profissional doula da morte é considerado um colaborador solidário, cujo objetivo é melhorar a qualidade de morte no processo de terminalidade de pacientes, de forma a proporcionar uma ‘boa morte’. O objetivo do estudo é mapear as evidências científicas
sobre os papéis das doulas da morte na terminalidade da vida. Dos 467 artigos encontrados, somente 11 fizeram parte da amostra final. Dentre a diversidade e flexibilidade de papéis, os profissionais doulas realizam tarefas, serviços e prestam cuidados práticos e não clínicos durante todo o processo de morrer, morte, pós-morte e luto de pacientes e seus familiares, bem como promovem educação para a morte, levando em consideração as dimensões biopsicossocial e espiritual do cuidado humano. Possíveis barreiras no movimento de doulas da morte incluem a inconsistência nos programas de treinamento existentes e a ausência de um órgão regulamentador para a supervisão da prática e a padronização de honorários. O trabalho das doulas da morte concentra-se na presença e atenção plenas, escuta sensível, compassiva e centrada na pessoa em processo de terminalidade, respeitando os seus desejos e horando sua biografia. Conclusão. As doulas de morte podem aumentar os serviços de cuidados de fim de vida existentes, fornecendo serviços de cuidados holísticos e personalizados em todos os cenários da rede de atenção à saúde, contudo, há necessidade de estudos mais rigorosos para explorar a percepção dos profissionais de saúde sobre esse papel e investigar resultados clínicos entre pessoas que estão morrendo e suas famílias.
DOI: 10.17632/zdmsh6z2xt
title: Factors affecting smallholder earthen pond fish farm yields in the Rwenzori region of Uganda

description: The dataset includes survey data from smallholder fish farms in five districts of the mountainous Rwenzori region in Uganda, together with gridded rainfall and temperature data as well as a 0.0083° resolution Köppen-Geiger climate classification map to assess the barriers that prevent the expansion of the aquaculture production, as well as the influence of climatic variations, production methods, and sociodemographic factors on aquaculture yields.
DOI: 10.17632/8sccrsnprk
title: Distribution of Heavy Metal Pollutant Pollution Pb, Cu, and Fe in the Muara Bangkahulu River Area, Bengkulu City

description: This dataset presents the concentrations of heavy metal pollutants, including Lead (Pb), Copper (Cu), and Iron (Fe), measured in the Muara Bangkahulu River area, Bengkulu City. Data collection was carried out using the Atomic Absorption Spectroscopy (AAS) method, which ensures precise quantification of these metals in both water and sediment samples. While geographic coordinates of the sampling sites are not included, the dataset emphasizes concentration levels (expressed in mg/L or ppm). Supplementary details include the sampling dates, types of metals analyzed, and relevant statistical summaries.
DOI: 10.17632/b6smfdkrf7
title: A single-scale fractal feature for classification of color images: A virus case study

description: This repository contains the source code and images for the paper titled "A single-scale fractal feature for classification of color images: A virus case study", accepted and published in Chaos, Solitons and Fractals on 3 March 2021.  

If there are any issues with this repository, then please reach out directly to wsarcera@gmail.com
DOI: 10.17632/jtn5ndky7x
title: Petrology, Geochronology and Geochemistry of the Xingshuwa ophiolite mélange in Southeastern Inner Mongolia: Implications for the Suture Zone between the Siberian and North China Paleoplates in the Southeastern Central Asian Orogenic Belt

description: Supporting data for "Petrology, Geochronology and Geochemistry of the Xingshuwa ophiolite mélange in Southeastern Inner Mongolia: Implications for the Suture Zone between the Siberian and North China Paleoplates in the Southeastern Central Asian Orogenic Belt"

Table S1. Zircon U–Pb data of the metagabbro (P4B4-5), tuffaceous sandstones (TD221-1 and TD221-3) and foliated argillaceous siltstone (20LX101-2, 20LX106-1) in the Xingshuwa ophiolite mélange
Table S2. Major and trace elements of the mafic and ultramafic rocks in the Xingshuwa ophiolite mélange
Table S3. Major and trace elements of the chert blocks in the Xingshuwa ophiolite mélange
Table S4. Sr-Nd Isotope data for mafic rocks in the Xingshuwa ophiolite mélange
DOI: 10.17632/drpzpwfyk6
title: LINF_060007100

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/95nsbp37nw
title: A CASE STUDY ON IMPACTS OF CLIMATE CHANGE AND PESTICIDES ON HONEYBEES IN BHIMSHEN THAPA RURAL MUNICIPALITY-07, GORKHA

description: Beekeeping is among the livelihood development strategies likely to be affected by climate variability. Variations in climatic variables affect the productivity of bees because bee activities (honey production) depend on temperature and rainfall. The study focused on the relationship between climate variability, human activities and honeybee’s population of that community. Survey research design was applied and a structured questionnaire administered to the four farmers who actively participated on beekeeping from long time back to present. Secondary data was retrieved from the relevant institution, journals, books and publication.
Rainfall and temperature for the period of 2016 to 2021 was analyzed using excel. The rainfall has somehow decreased and fluctuated that is annual cumulative rainfall has rapidly escalated from 2015 to 2017. The peak rainfall data was obtained as 5406.54 mm. The minimum range of rainfall data was obtained in 2019 as 2461.3 mm. Moreover, the intensity of temperature has decreased steadily, that is the lowest average temperature was recorded in 2021, 2020 and 2019 i.e. 21.16, 21.08 and 21.580C respectively. The overall temperature slightly declined from 2015 to 2021. The maximum temperature range was 25.660C in 2016.
From the study, declining in population of honeybees may be due to washing out of flower’s nectar by unusual rainfall, introduction of unknown disease, lacking of technical knowledge, unavailability of proper field for resource or forage, migration of honey bees, increasing use of pesticides (whole colony or more than 1000 in a numbers suddenly died due to lethal effect of pesticides in beehive when they use pesticides in nearby crops), maximum appearance of predators like hornet, spider, Pine martens, parasites, wasp, moth, etc. Therefore, there is evidence to suggest variation in climate and use of pesticides has had negative impacts on honeybee’s status and honey production in Bhimsen Thapa Rural Municipality-07, Gorkha. The study recommended awareness and giving the proper meteorological data to the farmers to enhance preparedness and give them modern farming knowledge.
Key words: Apiculture, Climate variability, Bee migration, Forage and Phenology
DOI: 10.17632/ydn4872wgy
title: Data for: DESIGN AND FABRICATION OF VORTEX BLADELESS TURBINE

description: The devices captures the energy of vorticity, an aerodynamic effect that has plagued structural engineers and architects for ages ( vortex sheddingeffect ).As the wind bypasses a fixed structure, its flow changes and generates a cyclical pattern of vortices. once these forces are strong enough, the fixed structure starts oscillating. Instead of avoiding these aerodynamic instabilities our design maximizes the resulting oscillation and captures that energy. India is having fifth largest installed wind power capacity in the world. As the regions with high wind speed are limited, the installation of conventional windmill is limited. Windmills that would provide safe, quite, simple, affordable and work on lesser.wind speeds are need of the hour. The Bladeless Windmill is such a concept which works on the phenomenon of vortex shedding to capture the energy produced. The Vortex wind turbine has a straw shaped bladeless design. The turbine is designed to harness energy by exploiting the aerodynamic effect vorticity. The vortex uses the vibrations caused by vorticity in conjunction with a base of repelling magnets to generate electricity. The device in theory should have low maintenance costs because there are very few moving parts. The turbines can be placed closer together than conventional turbines are totally silent and cost less to manufacture. Vortex is also no danger to birds.
DOI: 10.17632/6gxgfgdfwc
title: UV-C COVID

description: SARS-CoV2 TCID50/mL after irradiation with mercury lamp (Hg) or UV-C LED on plastic; tissue, paper, cardboard or steel.
TCID50/mL =0 replaced by value of 1 for graphic representation using a log axis
DOI: 10.17632/sbz2kd7j6y
title: Enhancing Soil Health with Safe and Sustainable Use of Cow Dung and Pig Slurry Manure: Best Practices, Benefits, and Precautions

description: Moderate use of pig slurry and cow dung enhances soil health, supplying nutrients and promoting microbial activity for a resilient soil ecosystem. When managed properly, these organic amendments complement traditional soil practices, boost crop productivity, and reduce environmental impact. However, inadequate training and lack of standardized procedures can lead to health risks and environmental hazards, particularly in large-scale farming. To mitigate these risks, it is crucial to implement standardized guidelines, training programs, and certification protocols. These measures ensure that farmers apply these materials safely, minimizing nutrient leaching and contamination. Certification verifies proficiency in best practices, providing a consistent framework that supports sustainable agriculture, safeguards public health, and promotes responsible management of organic resources for long-term soil and crop health. The use of pig slurry and cow dung as manure is at the sole risk of the individual choosing to apply it to their soil.
DOI: 10.17632/79gmtnzn2n
title: sequencing data

description: To screen for differentially expressed genes, we established a differentially expressed gene profile using high-throughput microarray technology. Comparative results for all differentially expressed miRNAs are shown in Supplementary File 1. The screening results for differentially expressed miRNAs are shown in Supplementary File 2.
DOI: 10.17632/nj5t3p9mgy
title: Machine Learning Model Performance in Dry and Wet Seasons

description: This study examines the performance of predictive machine learning models implemented with an integrated tool of geospatial technology (GST) and machine learning techniques (MLT). Historical data of daily volume of water consumed in dry and wet seasons was gathered through questionnaires, and integrated with socioeconomic data, weather data, property data and geospatial data. The datasets were passed through Principal Component Analysis algorithm to select few features that explain the variability in all the original variables. The selected features were inputted into four predictive models – Multilinear Regression (MLR), Random Forest (RF), Support Vector Regression (SVR), and Artificial Neural Networks (ANN). Three error metrics, Mean Absolute Error (MAE), Root Mean Squared Error (RMSE) and R squared (R2) score were used to measure the model performances. All four models performed very well in predicting volume of water consumed by poor urban households as they produced RMSE of 57 litres, 46 litres, 63 litres and 52 litres respectively during training, and R2 score of 88%, 92%, 88% and 90% respectively. Significance test performed at 95% confidence level shows that there is significant difference between volume of water consumed during dry and wet seasons.
DOI: 10.17632/sd3rtdy7sn
title: CELL-REPORTS-D-19-04637R3_Original_Data

description: All the Original data used in CELL-REPORTS-D-19-04637R3
DOI: 10.17632/syc95yrykn
title: Experimental data of “Relaxation behavior in low frequency complex conductivity of sands caused by bacterial growth and biofilm formation by Shewanella oneidensis under a high salinity condition”

description: This datasheet comprises measured complex conductivity results during spectral induced polarization test for bio-treated sand and data points shown in figures in Relaxation behavior in low frequency complex conductivity of sands caused by bacterial growth and biofilm formation by Shewanella oneidensis under a high salinity condition
DOI: 10.15468/dl.nm229s
title: Occurrence Download

description: A dataset containing 4661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Commelina benghalensis L.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4661 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001597-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.