cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/fhvsvsbvtg.2
title: Amharic dataset for hate speech detection

description: the dataset is collected from social media such as facebook and telegram.
the dataset is further processed. the collection are D1_org: this dataset is neither stemed nor stopword are remove: D1_sf: in this dataset stopwords are removed but not stemmed and in D3_stemed datset is stemmed and stopwords are removed. stemming is done using hornmorpho developed by Michael Gesser( available at https://github.com/hltdi/HornMorpho)
all datasets are normalized and free from noise such as punctuation marks and emojs.
DOI: 10.17632/7dbyk67546.3
title: Group II Intron-like Reverse Transcriptases Function in Double-Strand Break Repair

description: This is version 3 of the raw data (unprocessed image, sequencing and BA tracers and repeats of biochemistry experiments) set in the manuscript.
DOI: 10.17632/7cy3235pkj.1
title: Datasets for: Assessing and modeling diurnal temperature buffering and evapotranspiration dynamics in forest restoration using ECOSTRESS thermal imaging

description: Thermal imagery data from ECOSTRESS, and derived statistics of temperature and evapotranspiration used in R for the article "Assessing and modeling diurnal temperature buffering and evapotranspiration dynamics in forest restoration using ECOSTRESS thermal imaging". Includes view zenith angle data and weather data from nearby weather stations.
DOI: 10.17632/fn64x6vpn4.1
title: Quantitative Interpretation of Protein Diffusion Coefficients in Mixed Protiated-Deuteriated Aqueous Solvents

description: Supporting data for Quantitative Interpretation of Protein Diffusion Coefficients in Mixed Protiated-Deuteriated Aqueous Solvents
*Excel document containing all calculations supporting the paper/SI.
*Excel sheet for calculating diffusion coefficients of molecules in mixed protiated-deuteriated aqueous solvents.
DOI: 10.17632/78nwspx9ph.1
title: Data on climate migration

description: Data were collected from December 2019 to February 2020 through a survey directed at one household representative. Respondents were asked to provide information about the demography, socio-economy, and post-cyclonic migration situations.
DOI: 10.17632/7zcd9bmmg5.1
title: Impact of Infill and Shell Design Features on Compression Stiffness in Material Extrusion of Thermoplastic Urethane

description: Data sets for Impact of Infill and Shell Design Features on Compression Stiffness in Material Extrusion of Thermoplastic Urethane as submitted to Materials & Design.
DOI: 10.17632/kcty2wvw4d.1
title: Replication files for: "Natural Disasters, Climate Change, and Sovereign Risk"

description: Replication files for Natural Disasters, Climate Change, and Sovereign Risk
DOI: 10.17632/68fht87h68.1
title: The risk of COVID-19 in patients with psoriasis: A retrospective cohort study

description: Supplement I. CONSORT diagram for the cohorts of patients with psoriasis. PsA, psoriatic arthritis

Supplement II. Multivariable Logistic Regression Assessing Factors (ICD-10) Associated with COVID-19 Infection
aMultivariable logistic regression models were constructed with COVID-19 as the dependent variable, psoriasis as the independent variable, and the following covariates: age (linear), sex (male vs. female), race (Caucasian vs. non-caucasian), congestive heart failure, chronic obstructive pulmonary disease, type-2 diabetes mellitus, and obesity.  Adjusted odds ratios were computed for patients with psoriasis and general population controls.  P-value less than 0.05 was considered significant.  Bold values indicate significant results.
DOI: 10.15151/esrf-es-886543268
title: Inhouse research

description: Complexation of oppositely charged surfactants and lipid/DNA mixtures will be studied by time-resoved SAXS.
DOI: 10.17632/jrpyyhgkxj.1
title: Yellowstone Upper Basin Geyser Binary Eruption Data (April 2007- October 2008)

description: Binary eruption data for 10 Geysers (Beehive, Castle, Depression, Dome, Grand, Lion, Little Squirt, Old Faithful, Plate, and Plume) over 19 consecutive months (April 2007- October 2008) at a sampling interval of 6 minutes.
DOI: 10.15151/esrf-es-885650344
title: imaging of three brains from Hannover Medical school linked to the md1290 experiment.

description: Imaging by HiP-CT of three brains from Hannover medical school. Related to md1290, but in 16 bunches, hence very long scans used to replaced some of the crashed scans of last official md1290 experiment due to technical problems.
DOI: 10.15151/esrf-es-847312964
title: Cavity formation upon loading and unloading in cross-linked rubber nanocomposites

description: The primary goal of this proposal is to study the effect of polymer blend morphology on cavity formation by varying the type of polymers in a blend and also the blend ratio. Cavities will be induced both in the bulk of the material by fatigue and locally by tensile deformation. Moreover, the proposal aims to understand how filler dispersion in such complex systems affects cavity formation mechanisms. For this, we will study the effect of the filler micro-dispersion in polymer blends on the molecular damage mechanisms by varying its type (silica type and structure), silica content, and the polymer-filler coupling agent (organosilanes). This work is expected to bring improvements to the preparation and the experimental evaluation of rubber compounds, by understanding the role of vulcanization and polymer blend morphology for the formation of voids in the polymer matrix and the consequences of these voids for the endurance performance and the energy dissipation in tires.
DOI: 10.15151/esrf-es-845368795
title: In situ XRD and XAS investigations of CVT reactions

description: The Chemical vapour transport (CVT) reactions summarize a variety of reactions during which a solid is volatilised in the presence of a transport agent, a gaseous reactant, and deposits elsewhere when a temperature gradient is applied. The transport reaction can be described in three steps: i) the forward reaction at the source where the solid stays at the beginning of the CVT process, ii) the gas motion proceeding mainly by diffusion, and iii) the back reaction leading to the formation of the solid at the sink. Thousands of compounds can be grown by CVT. However, CVT growth have never been studied in-situ. So many mechanistic questions remain unanswered. The In-situ XRD and XAS measurements proposed here will pioneer the examination of the CVT growth process at the atomic level.
DOI: 10.17632/zc9mdssb5c.1
title: Contrast evaluation of butterflies in ecological images by Quantum mechanics

description: We present the results obtained by our algorithm which adapt wave functions in the Schrodinger equation to be deployed in a multi-layered graph, on the the public Leeds Butterfly dataset (J. Wang, K. Markert, M. Everingham, Learning models for object recognition from natural language descriptions. Proc. br. Mach. Vis. Conf., (2009), pp. 2.1-2.11, https://doi.org/10.5244/C.23.2.). It contains 832 ecological photographs of ten species of butterflies, with a distribution of 55 to 100 images for each specie. These images are submitted to several artifacts as the shadow effect, the high diversity of background and butterfly patterns, presence of distractors and the high similarity of some butterfly and background regions. Our results correspond to contrast maps that highlight butterfly regions and discard background areas. The ground truth images are provided to evaluate visually the performance of our algorithm.

Folders descriptions:
-> Images: Color ecological images. 
-> Ground Truth: The real position of butterflies in the images.
-> Contrast Maps: Results returned by our algorithm.  
-> Contrast Estimation: a compressed folder containing the above folders
DOI: 10.15151/esrf-es-845384380
title: Identifying the iron phase and the binding mechanism responsible for phosphate binding in materials applied to reduce the phosphate loading

description: This proposal is related to the H2020-MSCA-ITN project P-TRAP (www.h2020-p-trap.eu). P-TRAP aims at intercepting the flux of phosphorus (P) from agricultural areas and aquatic sediments into surface waters and, by this, at improving surface water quality status. The scientific concept, unifying the individual PhD research projects in P-TRAP, is based on the naturally close coupling of the biogeochemical cycles of iron (Fe) and P in soils and sediments. In this ESRF experiment, we will focus on 2 PhD projects connected to two work packages within P-TRAP: 1) Using Fe-containing by-products from water treatment to develop filter systems to remove water at the outlet of tile drains; 2) Adding Fe-containing by-products from treating drinking water to lakes in order to reduce the internal P loading of lakes. Using the SXM we aim to unravel the connection between the formation, transformations and dissolution of solid Fe phases and its consequences for the mobility and bioavailability of P.
DOI: 10.17632/pwkyycdtm4.1
title: Survey on fertility in the Southeast of Vietnam in 2020

description: The dataset is a part of the survey conducted  in Ho Chi Minh City and Dong Nai the Southeast region of Vietnam in 2020 to collect information for research on fertility. The main research purpose is to identify the socioeconomic determinants of low fertility in the Southeast. In total 808 individuals in the main reproductive age were interviewed, including 382 cases from Dong Nai and 426 cases from Ho Chi Minh City, or 273 unmarried persons and 535 married women. Information about family size desires and socio-demographic characteristics of 535 married men were asked when interviewing their spouses. As such, the survey collected information on the family size desires of 1343 individuals. The dataset has been converted to SPSS format (version 26.0). For data analysis, the dataset need to be weighted (WEI variable) as individuals were not selected with equal probability.
DOI: 10.17632/pdyd8nyn7y.1
title: Business Undergraduate Enrollment in Mexico during the COVID-19 pandemic

description: We use administrative data gathered by the National Association of Universities and Insti-
tutions of Higher Education (ANUIES) in Mexico. ANUIES is conformed by 207 universities
and institutions, but gathers data on all higher education institutions in Mexico. The data
includes intake, enrollment, and graduation statistics at the level of academic programs for
every campus of every institution. Data cover 2017-2020.
DOI: 10.17632/yxn9bjzwn6.3
title: Data for "Modeling sediment trapping process in vegetative filter strips on steep slopes"

description: The dataset includes the simulated and observed data for "Modeling sediment trapping process in vegetative filter strips on steep slopes".
DOI: 10.17632/sfv654hbnd.1
title: In-profile monitoring for cluster-correlated data based on regularized state space model

description: Cluster-correlated data: profiles within a cluster have similar patterns and are correlated, while profiles from different clusters have quite different features and are almost uncorrelated.
In-profile monitoring: we aim to model the dynamic evolution mechanism behind the system rather than the static features of the curve. As such, profiles of different samples can vary in time length, and features can be unsynchronized with time variations. More importantly, it gives the feasibility of detecting anomalies inside the profile. We highlight this idea as in-profile monitoring (INPOM).
Regularized state space model: to account for the clusterwise correlation among different profiles, the traditional state space model (SSM) is extended to a regularized SSM (RSSM) by imposing a graph Laplacian regularization on the observation matrix of SSM. An L1 regularization is also imposed on the transition matrix of SSM to avoid overfitting. by treating the above regularizations as prior information, the model parameters can be efficiently learned via Bayesian inference, where expectation maximization (EM) algorithm is incorporated for posterior maximization. Built upon this, a T2 monitoring statistic based on one-step-ahead prediction error is constructed for INPOM.
DOI: 10.17632/8t5y7zrg57.2
title: Flexible and robust low-loss selenium-based multimaterial infrared fibers towards CO2 laser ablation - date and code

description: Small-scale CO2 laser energy delivering medium capable of performing stable, flexible and high-strength is crucial in extreme CO2 laser processing environments, especially for minimally invasive surgery operating in environment with high-humidity, twisty and narrow channel. In this paper, we proposed flexible and robust multimaterial infrared fibers made of selenium-based chalcogenide glasses and thermoplastics polymer with low optical loss of 7.18 dB/m at 10.6 μm. The fibers were fabricated by a hybrid process combining double-crucible method and fiber thermal drawing method. Customized composites of commercial polyphenylene sulfone resins and polyvinylidene fluoride were used as the jackets, thereby the fibers exhibited hydrophobicity, thermostability, high tensile strength up to 10 MPa and low bending stiffness as low as 8.48×10-7 N·m2. Moreover, it was demonstrated that the fiber can be used to deliver CO2 laser energy for fabric cutting and biological tissue ablation, making them attractive for CO2 laser material processing, especially in minimally invasive laser surgery.
DOI: 10.17632/9b39xnpbfg.1
title: Rainfall-Runoff model for mountainous karst urban watersheds in Israel Case study: City of Ariel 

description: The Master thesis of Nitzan Neeman
DOI: 10.17632/bxcx9jhzdt.1
title: Peganum harmala transcriptome

description: The data include the transcriptome of Peganum harmala species, its annotation and sequences of genes involved in stress response and alkaloid biosynthesis. These supporting data belong to an article published by Jazayeri et al. 2022 in BioTechnologia journal. They are 6 files including 

Supplementary File 1 containing alkaloid biosynthesis genes retrieved from the public domains
Supplementary File 2 containing 42528 coding sequences (transcripts or gene models) of  P. harmala transcriptome
Supplementary File 3 containing annotations for P. harmala transcriptome gene models
Supplementary File 4 containing an Excel file sheets of comparisons between transcriptome of P. harmala with other plants, SSR markers, transcription factors and PlantTFcat results for P. harmala transcriptome, 
Supplementary File 5 containing alkaloid biosynthesis genes of P. harmala transcriptome
Supplementary File 6 containing stress responsive genes of P. harmala transcriptome
DOI: 10.17632/rk75c8kkrw.1
title: LINF_300028600

description: SET17
Leishmania infantum (strain JPCM5)
DOI: 10.17632/h6b6cb65bv.1
title: LINF_300028700

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/csc7wv2nmn.1
title: LINF_300028900

description: sphingosine 1-phosphate lyase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/3swdtbs3yr.1
title: LINF_300029100

description: ADP-ribosylation factor-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/f239556fkr.1
title: Ground truth dataset: objectionable web contents

description: This is a ground truth dataset that contains 8,000 labelled websites with 4,000 objectionable websites and 4,000 unobjectionable websites. These websites consist of more than 2 million web pages.
The dataset contains two files. The "metadata.json" file gives an overview of the websites and their features. The "webpages_detail.json" file gives detailed information on each collected website's web pages (internal URLs) and features.
DOI: 10.17632/rgwgkbzx5s.1
title: Anxiety and future thinking in pregnancy

description: The data shows how qualities of future event simulation relate to a] anxiety for the event and b] mood state  (symptoms of generalised anxiety and depression). The data set comprises the following variables:
Condition (1 = Positive instruction) Demographic information (age, ethnicity, number of months pregnant, number of babies expected, method of delivery)
Mood measures (GAD-7, PHQ-9)
Simulation 1 (imagining the birth) measures: (Anxiety prior to simulation; level of detail, coherence,  anxiety post simulation; positive emotions, negative emotions, sensory details)
Simulation 2  (first day with baby) measures ( as above)
DOI: 10.17632/2ssv3whczs.1
title: LINF_300029300

description: paraflagellar rod component 8 | PFC8
Leishmania infantum (strain JPCM5)
DOI: 10.17632/gnhbjpfvy6.1
title: Biofeedback training facilitating commercial pilots’ psychophysiological resilience to the impact of COVID-19__Ergonomics

description: Eighteen commercial pilots voluntarily participated in a two-day training on quick coherence technique (QCT) following a two-month self-regulated practicing QCT during the controlled rest breaks in the flight deck and day-to day life. There are subjective and objective assessments to evaluate the effects on QCT biofeedback.
DOI: 10.17632/rwcw59p9g2.7
title: Supplementary information for: "Surface Water Quality Assessment of the Arkavathi Reservoir Catchment and Command Area, India, through Multivariate Analysis: A Study in Seasonal and Sub-Watershed Variations"

description: To analyse the surface water quality of the area, we begin by identifying the sub-watersheds using Survey of India (SOI) Topographic Maps of 1:50,000 scale – 57 H5, 57 H6, 57 H7, 57 H9, 57 H10, 57 H11. Based on the drainage features of the area, the study area is demarcated into six sub-watersheds. Drainage map, Geology map, Contour map, and Digital Elevation Model (DEM) map are prepared using RS and GIS. Once the sub-watersheds are demarcated, surface water samples within these sub-watersheds are collected for further analysis as explained in the sections below. 30 samples were collected over a study period of two years covering three prominent seasons of pre-monsoon, monsoon, and post-monsoon periods. These samples were then subjected to various physical, chemical, and bacteriological tests such as pH, temp., DO, BOD, etc. (Bureau of Indian Standards: Public Safety Standards of the Republic of India: Chemical: Environmental Protection and Waste Management) to ascertain its usage for domestic purposes as well as for agricultural activities.
DOI: 10.5281/zenodo.6821663
title: 3D in situ imaging of egg and larval dispersal from a Nassau Grouper spawning aggregation off Little Cayman, Cayman Islands

description: Over multiple years, we released drifters into egg plumes from the large Nassau Grouper spawning aggregation off the west end of Little Cayman, Cayman Islands. For two cohorts spawned in 2017, we used an in situ plankton imaging system mounted to an undulating towed vehicle to observe the 3D positions of individual eggs and larvae around the drifters up to 36 hours after spawning. We used these data to estimate parameters of a 3D diffusion-mortality model and then predicted the concentration of eggs and larvae around previous years’ drifter tracks to evaluate the possibility of retention and export to nearby islands within five days of spawning. These show local retention on spawning nights in 2017 and 2011, a key year when a large cohort was spawned that subsequently drove population recovery.
description: see README.txt and README_methods.txt
DOI: 10.5281/zenodo.6821662
title: 3D in situ imaging of egg and larval dispersal from a Nassau Grouper spawning aggregation off Little Cayman, Cayman Islands

description: Over multiple years, we released drifters into egg plumes from the large Nassau Grouper spawning aggregation off the west end of Little Cayman, Cayman Islands. For two cohorts spawned in 2017, we used an in situ plankton imaging system mounted to an undulating towed vehicle to observe the 3D positions of individual eggs and larvae around the drifters up to 36 hours after spawning. We used these data to estimate parameters of a 3D diffusion-mortality model and then predicted the concentration of eggs and larvae around previous years’ drifter tracks to evaluate the possibility of retention and export to nearby islands within five days of spawning. These show local retention on spawning nights in 2017 and 2011, a key year when a large cohort was spawned that subsequently drove population recovery.
description: see README.txt and README_methods.txt
DOI: 10.17632/sy6m9vkn6m.1
title: Two New Macropolyhedral Chalcogenaboranes: S2B16H18 and SeB16H18

description: Supplementary data
DOI: 10.17632/7rhxnv5xyb.1
title: Phytochemical Enhancement in Broccoli Florets after Harvest by Controlled Doses of Ozone

description: This depository contains data obtained from several experiments in which broccoli florets were exposed to various concentrations of ozone by fumigation. The hypothesis is that under controlled (hormetic) doses of ozone, the secondary metabolism of plant tissue can be modified. Specifically, we focus on two metabolomics pathways: hydroxycinnamic acids and glucosinolates. However, it is also essential that these doses do not affect the quality of the products, and for this reason, physiological and quality parameters were also studied in the florets. The doses applied were essentially 5 uL/L for 60 and 720 min.
DOI: 10.17632/2t7nf25pgd.1
title: Modellierungsergebnisse zur Nutzwärmeerzeugung für Teilmärkte mit Ein- und Zweifamilienhäusern und verschiedene Klimaschutzszenarien und Biomassepotenziale (2015-2050)

description: Datenpublikation der im Projekt OptDienE (FKZ 03KB138) berücksichtigten Technologiekonzepte für Ein- und Zweifamilienhäuser auf der Basis der Modellierungsergebnisse aus Arbeitspaket 3 (Modellierung der Teilmärkte „Wärme“) des Projektes BioplanW (FKZ 03KB113)

Data publication of the technology concepts for one- and two-family houses considered in project OptDienE (research grant 03KB138) on the basis of the modeling results from work package 3 (modeling of submarkets for heat) of project BioplanW (research grant 03KB113)

Für weitere Details siehe:
For further details see: 

- WURDINGER, Kerstin ; BÜCHNER, Daniel ; DOTZAUER, Martin ; OEHMICHEN, Katja ; POMSEL, Daniela ; LENZ, Volker ; MERCKER, Oliver ; PÄRISCH, Peter: OptDienE – Optionen zum netzdienlichen Betrieb von Einzelraumfeuerstätten : Schlussbericht. FKZ 03KB138. 2022

- LENZ, Volker; JORDAN, Matthias: Technical and economic data of renewable heat supply systems for different heat sub-sectors: Mendeley Data, V2, doi: 10.17632/v2c93n28rj.2. 24 September 2019

- THRÄN, D.; SZARKA, N.; HAUFE, H.; LENZ, V.; MAJER, S.; OEHMICHEN, K.; JORDAN, M.; MILLINGER, M.; SCHALDACH, R.; SCHÜNGEL, J.: BioplanW: Systemlösungen Bioenergie im Wärmesektor im Kontext zukünftiger Entwicklungen: Schlussbericht. Leipzig, 2020 (DBFZ-Report 36) 

- JORDAN, Matthias; LENZ, Volker; MILLINGER, Markus; OEHMICHEN, Katja; THRÄN, Daniela: Future competitive bioenergy technologies in the German heat sector: Findings from an economic optimization approach. In: Energy 189 (2019), 14–29, S. 116194 

- LENZ, Volker (Hrsg.); THRÄN, Daniela (Hrsg.); PFEIFFER, Diana (Hrsg.): Systemlösungen im Wärmesektor: 52 Modellkonzepte für eine klimaneutrale Wärme. 1. Auflage. Leipzig, 2020 (Fokusheft Energetische Biomassenutzung) 

- KOCH, M.; HENNENBERG, K.; HÜNECKE, K.; HALLER, M.; HESSE, T.: Rolle der Bioenergie im Strom- und Wärmemarkt bis 2050 unter Einbeziehung des zukünftigen Gebäudebestandes: Wissenschaftlicher Endbericht. FKZ 03KB114. 2018
DOI: 10.17632/tgcv97wwyz.1
title: Drought, heat, and their combination impact the root exudation patterns and rhizosphere microbiome in maize roots_Supplementary material 3

description: Supplementary material 3: metabolomics dataset