cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jk4dt6wprv.5
title: Flow Cytometry datasets consisting of peripheral blood and bone marrow samples for the evaluation of explainable artificial intelligence methods

description: Details are published in an accompanying article (17. June 2022):
Thrun, M. C., Hoffman, J., Röhnert, M., Von Bonin, M., Oelschlägel, U., Brendel, C., & Ultsch, A.: Flow Cytometry datasets consisting of peripheral blood and bone marrow samples for the evaluation of explainable artificial intelligence methods, Data in Brief, pp. 108382, DOI: https://doi.org/10.1016/j.dib.2022.108382, in press, 2022.

Data measured by flow cytometers with the feautres forward and side light scatter (FS and SS) and use the same panel of fluorescent antibody clones against the same antigens:, CD34 FITC (Fluoresceinisothiocyanate) (8G12),  CD13 PE (Phycoerythrin) (L138), CD7 PerCP-Cy5.5 (Peridinin chlorophyll protein-Cyanine5.5) (M-T701), CD56 APC (Allophycocyanin) (NCAM16.2), CD33 PE-Cy7 (Phycoerythrin Cyanine7) (D3HL60.251), CD117 AlexaFluor750〖^TM〗  (104D2D1), HLA-DR Pacific blue〖^TM〗 (Immu357), CD45 Krome Orange〖^TM〗  (J33).
Data were acquired with the following two flow cytometers:
•	Dresden: (N=44): BD FACSCanto II™, BD Biosciences (Heidelberg)
•	Marburg: (N=14 and N=50): Navios™, Beckman Coulter (Krefeld)
DOI: 10.17632/yjfrkj4rbh.1
title: Design Files

description: Part-part yang di gunakan pada road blocker
DOI: 10.17632/964bjjwx59.4
title: Data Used to Fitting P-wave Magnitude Formula in Yunnan

description: This dataset and the programs are used for the paper '"A Magnitude Estimation Approach and Application to the Yunnan Earthquake Early Warning Network".
DOI: 10.17632/dgrcmtx2v7.1
title: UNDERSTUDIES' IMPRESSION OF THE EFFECT OF EVALUATION ON WAYS TO DEAL WITH LEARNING COMPARATIVE EDUCATIONAL PROGRAMS

description: Social contrasts and feelings can influence understudies' impression of appraisal and learning styles. A blend of developmental and summative evaluation in light of learning targets is required. This blend ought to think about understudies' social foundation, values, and the executed school system. This equilibrium ought to be adequate to rouse understudies to keep up with their concentration and consideration and lessen the expected adverse consequences of a secret educational program. The experience of the genuine evaluation was a strong inspiration for understudies' ways to deal with learning.
DOI: 10.17632/gdygjc3nc4.1
title: Participants' answers on DMK Fractions Test

description: Participants' answers on DMK Fractions Test
DOI: 10.17632/h94nfxskvp.1
title: Multiple Hydrogen Bonds Reinforced Conductive Hydrogels with Robust Elasticity and Ultra-Durability as Multifunctional Ionic Skins

description: The raw date of Fig. 4e and Fig. S10
DOI: 10.17632/p27yhmttjt.2
title: Data for: THE ALPHABET OF SINDHU PRAKRIT (The Decipherment of Indus Script)

description: The principal aspect of the paper is the structural analysis of the signs of the Indus script and comparison with archaic scripts. The outcomes are not based on surmise but have been established on logic. The paper encompasses approximately all more than 400 signs of Indus script rather than any section of selected signs or texts. It justifies each sign and classifies vowels, diphthongs, consonants, dual consonants, aspirates, combined consonants and ligatures. It convincingly identifies the uniform procedure of diacritical marks, diphthongs, dual consonants, and aspirates in the alphabet. It also recognizes the writing styles of combining consonants. Some vowel and consonant signs are elaborated meticulously in the context of the Indus Texts. The context verifies the Indus Texts as earlier documentation of Rig-Veda and links up the sequence of opaque and lost history. Hence the language of Indus seals, Sindhu Prakrit possessed a completely phonetic alphabet/ script with consonants, aspirated consonants, vowels diphthongs implosive and dual sounds. It was made scientifically the extraction of signs is based on phonological classification and methodical logic it appears more perfect than even modern scripts. However the decipherment of the Indus script as an alphabet is an entirely innovative idea and definitely, it will provoke the scholars to verify the results, any scholar in the field can apply the alphabet for the readings of Indus texts. The Paper unveils the long-lasted mystery and enigma of the Indus civilization and sums up the debate about human history and its origins.
DOI: 10.17632/b3dcthxfkt.1
title: Dose calculation on the CBCT

description: All the values obtained during the research and used for analyses.
DOI: 10.17632/55623jkwrp.4
title: Data Science, Analytics and Machine Learning with R

description: Datasets of the book.
DOI: 10.5281/zenodo.6658176
title: Macheiramphus alcinus decontaminated gx

description: .
DOI: 10.5281/zenodo.6658175
title: Macheiramphus alcinus decontaminated gx

description: .
DOI: 10.17632/6df9cc7jz6.1
title: Internet Appendix

description: Internet Appendix for
Female Representation in the Academic Finance Profession
Journal of Finance 77(1), pp. 317-365 (2022)
Mila Getmansky Sherman and Heather Tookes
https://doi.org/10.1111/jofi.13094
DOI: 10.17632/4wr3hd2ygj.1
title: LINF_290008600

description: mitoribosomal protein mL91
Leishmania infantum (strain JPCM5)
DOI: 10.15472/iyrpyc
title: Listado de las especies de Brentidae (Coleoptera: Curculionoidea) de Colombia

description: Este recurso presenta el listado de las especies de la familia Brentidae (Coleoptera: Curculionoidea) con ocurrencia conocida para el territorio colombiano. Se listan dos subfamilias, seis tribus, diez subtribus, 26 géneros, y 73 especies. Dos géneros y 14 especies se consideran endémicos para Colombia. El listado ha sido compilado a partir de información disponible en los catálogos de Sforzi y Bartolozzi (2004) y Wibmer y O'Brien (1986), así como en revisiones más recientes. Se incluyen las referencias de todas las descripciones originales, de los catálogos y de los trabajos de revisión taxonómica.
DOI: 10.17632/6pxgc2swyx.1
title: Supplemental Material for JAAD Research Letter: "Yield of sentinel lymph node biopsy in sebaceous carcinoma and predictors of advanced disease: a retrospective analysis of the National Cancer Database"

description: Supplemental Material.
DOI: 10.17632/6nz2mp9bc9.1
title: Isolated evaluation

description: R procedures to compare evaluations of isolated proposals.
DOI: 10.17632/vbg6ws3src.1
title: Óbitos em munícios brasileiros (1996-2018)

description: Em anexo estão disponíveis dados sobre os óbitos ocorridos no Brasil, separados por municípios e estados, no período de 1996 a 2018. Um caderno Jupyter realiza análise exploratória destes dados: https://github.com/JoaoAlmeida/Analise-de-Obitos-em-Municipios-Brasileiros/blob/main/An%C3%A1lise%20Explorat%C3%B3ria.ipynb

Os dados fornecidos no dataset "municipio.csv" contém registros de óbitos em cidades brasileiras. Os atributos disponíveis são: estado, id_municipio, ano, e quantidade de óbitos. O dataset "municipio_causa.csv" permite identificar a causa básica dos óbitos registrados. Os atributos disponíveis são: estado, id_municipio, causa_basica, ano, numero_obitos.

Os dados destes datasets são provenientes da iniciativa Base de Dados. Esta iniciativa tem como missão organizar e mapear bases de dados brasileiras e internacionais, facilitando o acesso e uso de dados por acadêmicos, jornalistas, desenvolvedores, e sociedade civil. Também é possível encontrar um manual completo com a descrição das tabelas e dicionário de dados das colunas exportadas, caso seja necessário. Mais informações sobre a iniciativa em: https://basedosdados.org/
DOI: 10.5281/zenodo.6658188
title: Gaidropsarus macrophthalmus decontaminated gx

description: .
DOI: 10.5281/zenodo.6658187
title: Gaidropsarus macrophthalmus decontaminated gx

description: .
DOI: 10.17632/54nnb4hkz9.1
title: Mathematical Notation of the proposed holistic optimization model for an integrated sustainable CLSC network design and fleet planning problem

description: The mathematical notation (including the indices, sets, parameters and decision variables) of the proposed holistic optimization model is presented for the integrated CLSC network design and fleet planning problem.
DOI: 10.17632/d5mg48z55p.1
title: Temporal associations of B and T cell immunity with robust vaccine responsiveness in a 16-week interval BNT162b2 regimen. Nayrac et al. 

description: Spacing of the BNT162b2 mRNA doses beyond 3 weeks raised concerns about vaccine efficacy. We longitudinally analyzed B cell, T cell and humoral responses to two BNT162b2 mRNA doses administered 16 weeks apart in 53 SARS-CoV-2 naïve and previously-infected donors. This regimen elicited robust RBD-specific B cell responses whose kinetics differed between cohorts, the second dose leading to increased magnitude in naïve participants only. While boosting did not increase magnitude of CD4+ T cell responses further compared to the first dose, unsupervised clustering of single-cell features revealed phenotypic and functional shifts over time and between cohorts. Integrated analysis showed longitudinal immune component-specific associations, with early Thelper responses post-first dose correlating with B cell responses after the second dose, and memory Thelper generated between doses correlating with CD8 T cell responses after boosting. Therefore, boosting elicits a robust cellular recall response after the 16-week interval, indicating functional immune memory.
DOI: 10.17632/fvgswvt5ws.1
title: Database of hyperspectral images of phosphorus in soil.

description: The database is made up of the images associated with the hyperspectral cube of each sample, and four tables: the first describes the properties of the soil used to obtain the mixtures, the second the composition of the fertilizer used, the third describes the soil-fertilizer ratio to make up the samples, and the fourth was the laboratory analysis of the total phosphorus content of the analyzed samples.
Hyperspectral images can be used to quantify the concentration of total phosphorus in soil samples. 152 soil samples were prepared, and a hyperspectral cube made up of 145 images in the VIS-NIR bands, between 420 and 1000 nm, was obtained from each of them. The images obtained were taken with the Bayspec OCIF Series hyperspectral camera, in push-broom function, using a platform that includes an illumination system that offers a continuous spectrum in the range of interest. The samples were prepared with a soil from the Santander de Quilichao region, Cauca, Colombia, and mixed with known concentrations of P2O5 fertilizer, so that a total mass of 50 g was obtained. Each sample was deposited in a round black plastic container, 6 cm in diameter and a depth of 1 cm. The soil samples were analyzed in the laboratory to establish the concentration of total phosphorus.
DOI: 10.17632/59xns3ckdy.1
title: Association of mental health outcomes and lower patient satisfaction among adults with alopecia: A cross-sectional population-based study

description: Supplemental material for the manuscript "Association of mental health outcomes and lower patient satisfaction among adults with alopecia: A cross-sectional population-based study." published in the Journal of the American Academy of Dermatology International.
DOI: 10.17632/jy43tptxzz.1
title: HDPP, Société Immobilière building, Alexandria, Egypt

description: Société Immobilière building using RealityCapture, Autodesk Revit and Enscape3D
DOI: 10.17632/wzsdxzg2vn.1
title: New Types of Rowing Sport Machinery And Related New Sports 

description: Physical education and sports have been an inseparable part of society and every person since ancient times. Sports engineering creates new types of sports equipment and devices and new types of sports related to them. Rowing in general, and academic rowing in particular, is one of the most spectacular and active sports requiring muscular exercise. The disadvantage is that this sport is tied to the aquatic environment. We propose new sport rowing hot air airships and ,,land galleys’’. As for its use in sports recreational and entertaining purposes, the main problem lies in the oars - when moving the oars in opposite directions, it will be necessary to turn 900, otherwise, they will simultaneously push the air forward and backward. We have developed several options for oars. The devices developed and proposed will enrich the arsenal of rowing sports devices as well as introduce new, spectacular, active types of rowing itself.
DOI: 10.17632/bf8zgs7xwx.1
title: LINF_290009400

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/7ckrz6tz5w.1
title: LINF_290009300

description: mitoribosomal protein mS55
Leishmania infantum (strain JPCM5)
DOI: 10.17632/t6m66byjs6.1
title: LINF_290009200

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/vn2vs3pg7d.1
title: LINF_290008700

description: protein kinase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/yjkykp3vms.2
title: Relocated hypocenters in the NMSZ and parameters of modeled planes 

description: The intraplate New Madrid Seismic Zone (NMSZ) is located in the northern Mississippi Embayment and over 200 earthquakes are recorded every year. We relocated 4131 hypocenters for earthquakes occurring between 2000 and 2019 using the HypoDD SVD relocation technique. The input catalog data are broadband data obtained from the Center for Earthquake Research and Information (CERI) earthquake catalog. We used earthquakes recorded from Jan 1st, 2000 to Dec 31st, 2019 within an area from 35.5 𝑁 to 36.9 𝑁 and from 90.6 𝑊 to 89.2 𝑊. This dataset includes 4568 earthquakes recorded by 314 stations.

A detailed description of the format of svd.reloc file is presented in Waldhauser (2001), USGS Open File Report 01-113.

Folders 'NP', 'RFP', and 'AFP' contain the OADC analysis simulation results for the northern part, Reelfoot fault part, and axial fault part of NMSZ respectively. Text files are log files of simulations that failed to converge. '.mat' files are binary MATLAB files that store the workspace variables of successfully converged simulations.

The NMSZ_31_fault_planes.parameters file contains the parameters of the resulted 31 fault planes from our research. Measurements of X, Y, and Z in this file are the distances from the origin located at 36.5 𝑁, 90 𝑊 in kilometers.
DOI: 10.17632/wc5bh5wcwm.1
title: A dynamic moving object in 3D

description: Supplementary data to article: supervised learning-based 3D imaging from single grayscale image
DOI: 10.5281/zenodo.6658195
title: Nemapteryx armiger RB0383 decontaminated gx

description: .
DOI: 10.5281/zenodo.6658194
title: Nemapteryx armiger RB0383 decontaminated gx

description: .
DOI: 10.5519/qd.a6yaszit
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (546 records)
DOI: 10.15472/cnxkgm
title: Listado de las especies de Criocerinae (Coleoptera: Chrysomelidae) de Colombia

description: Este recurso presenta el listado de las especies de la subfamilia Criocerinae (Coleoptera: Chrysomelidae) con ocurrencia conocida para el territorio colombiano. Se listan dos tribus, cinco géneros y 65 especies. 55 especies son consideradas endémicas. La información ha sido recopilada principalmente a partir de información disponible en el trabajo sobre los géneros de Chrysomelidae de Monrós (1960), actualizada con la reclasificación de White (1993). Se incluyen las referencias de todas las descripciones originales.
DOI: 10.5281/zenodo.6658207
title: Falco novaeseelandiae decontaminated gx

description: .
DOI: 10.5281/zenodo.6658206
title: Falco novaeseelandiae decontaminated gx

description: .
DOI: 10.15472/mv3ql4
title: Listado de las especies de Cyclominae (Coleoptera: Curculionidae) de Colombia

description: Este recurso presenta el listado de las especies de la subfamilia Cyclominae (Coleoptera: Curculionidae) con ocurrencia conocida para el territorio colombiano. Se listan una tribu, cinco géneros y nueve especies. Todas las especies y uno de los géneros se consideran endémicos. La información ha sido recopilada a partir de información disponible en los principales catálogos (Wibmer y O'Brien 1986) y en literatura más reciente. Se incluyen las referencias de todas las descripciones originales y de los trabajos de revisión taxonómica.
DOI: 10.15472/3uxhlf
title: Listado de las especies de Hydrochidae (Coleoptera: Hydrophiloidea) de Colombia

description: Este recurso presenta el listado de las especies de la familia Hydrochidae (Coleoptera: Hydrophiloidea) con ocurrencia conocida para el territorio colombiano. Se lista un género y una especie. La información ha sido recopilada a partir de datos disponibles en los principales catálogos que tratan del grupo y en literatura reciente. Se incluyen las referencias de todas las descripciones originales y de los trabajos de revisión taxonómica.
DOI: 10.5066/p9mb2ye2
title: Polioptila californica Genotype Data from California, USA and Baja California, Mexico

description: This dataset contains genomic records from 184 California Gnatcatchers (Polioptila californica) collected at 18 sites in southern California (USA), 13 sites in Baja California (Mexico), and 17 sites in Baja California Sur (Mexico). Genomic markers were generated from ddRAD loci (Peterson and others, 2012) and analyzed using the Stacks v2.53 (Catchen and others, 2013) pipeline. The genotypes for all samples are provided in a VCF file with 84,125 independent loci and 7 percent missing data. A companion file is provided with sample names and occurrence designations. These files may be opened and edited in a text editor program, such as Notepad (PC) or BBEdit (Mac). The .vcf file can be loaded into the Stacks population program (Catchen and others, 2013) to calculate genetic diversity statistics, or loaded into R, using vcfR (Knaus and Grunwald, 2017), for further analysis. These data support the following publication: Vandergast, A.G., Kus, B.E., Wood, D.A., Milano, E.R., and Preston, K.L., in-review. Subspecies differentiation and range-wide genetic structure are driven by climate in the California gnatcatcher, a flagship species for coastal sage scrub conservation. Evolutionary Applications. References: Catchen J., Hohenlohe P.A., Bassham S., Amores A., Cresko W.A. Stacks-an analysis tool set for population genomics. Molecular Ecology. 2013; 22:3124-3140. Knaus, B.J, Grunwald N.J. vcfr: a package to manipulate and visualize variant call format data in R. Molecular Ecology Resources. 2016; 17:44-53. Peterson B.K., Weber J.N., Kay E.H., Fisher H.S., Hoekstra H.E. Double Digest RADseq-an inexpensive method for de novo SNP discovery and genotyping in model and non-model species: PLoS ONE. 2012; 7:e37135.
DOI: 10.5281/zenodo.6658226
title: Halcyon leucocephala decontaminated gx

description: .
DOI: 10.5281/zenodo.6658225
title: Halcyon leucocephala decontaminated gx

description: .
DOI: 10.5281/zenodo.6658276
title: Buteo hemilasius decontaminated gx

description: .
DOI: 10.5281/zenodo.6658275
title: Buteo hemilasius decontaminated gx

description: .
DOI: 10.5281/zenodo.6658291
title: Callirhytis valhalla decontaminated gx

description: .
DOI: 10.5281/zenodo.6658290
title: Callirhytis valhalla decontaminated gx

description: .
DOI: 10.5281/zenodo.6658301
title: Oxyrhabdium leporinum decontaminated gx

description: .
DOI: 10.5281/zenodo.6658300
title: Oxyrhabdium leporinum decontaminated gx

description: .
DOI: 10.5281/zenodo.6658320
title: Epizoanthus scotinus decontaminated gx

description: .
DOI: 10.5281/zenodo.6658319
title: Epizoanthus scotinus decontaminated gx

description: .
DOI: 10.5281/zenodo.6658328
title: Falco novaeseelandiae decontaminated gx

description: .
DOI: 10.5281/zenodo.6658327
title: Falco novaeseelandiae decontaminated gx

description: .
DOI: 10.5281/zenodo.6658332
title: Isichthys henryi decontaminated gx

description: .
DOI: 10.5281/zenodo.6658331
title: Isichthys henryi decontaminated gx

description: .
DOI: 10.15784/601580
title: Vertebrate Fossils from the Aztec Siltstone (Mid-Late Devonian)

description: List of locations and identified fossils from the Aztec Siltstone (Mid-Late Devonian) in the Transantarcitc Mountains
DOI: 10.5517/ccdc.csd.cc2842r8
title: CCDC 2089299: Experimental Crystal Structure Determination

description: Related Article: Eliana Rita Solórzano, Paolo Pastore, Alessandro Dolmella, Silvia Cazorla, María Lucrecia Arias Cassará, Sankaran Venkatachalam Sankaran, Subbiah Thamotharan, Diego M. Gil|2022|J.Mol.Struct.|1265|133357|doi:10.1016/j.molstruc.2022.133357
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.24431/rw1k6ci
title: RUSALCA Nutrient and Chlorophyll Data, 2004-2010 and 2012

description: The Russian American Long-Term Census of the Arctic (RUSALCA) is a NOAA program providing a variety of oceanographic data from the Bering Strait and Chukchi Seas. This dataset contains processed nutrient and phytoplankton data from the 2004, 2005, 2006, 2007, 2008, 2009, 2010 and 2012 research cruises. Parameters include station name, date, time, depth, latitude, longitude, phosphate, silicate, nitrate, nitrite, ammonium, dissolved inorganic nitrogen, chlorophyll a and phaeopigments. The dataset was generated from ship-based observations.
DOI: 10.5281/zenodo.6658342
title: Muusoctopus longibrachus decontaminated gx

description: .
DOI: 10.5281/zenodo.6658341
title: Muusoctopus longibrachus decontaminated gx

description: .
DOI: 10.6084/m9.figshare.20097104.v1
title: Datasets: Dispersal and fire limit Arctic shrub expansion

description: Processed data used to generate main figures in "Liu, Y., W.J. Riley, T.F. Keenan, Z.A. Mekonnen, J.A. Holm, Q. Zhu, and M.S. Torn. Dispersal and fire limit Arctic shrub expansion (2022). Nature Communication."
DOI: 10.5281/zenodo.6657617
title: RMFinder

description: Dados de saída do software RMFinder dos benchmarks case UNISIM-I-D, UNISIM-II-D e Olympus (ttps://www.unisim.cepetro.unicamp.br/benchmarks/br/) para serem realizados nos experimentos para testar a hipótese de que é possível aprimorar os recursos de visualização de dados de probabilidade acumulada de riscos utilizados para auxiliar engenheiros de petróleo na escolha de modelos representativos em processo de desenvolvimento e gerenciamento de reservatórios de petróleo.
description: rm_finder.csv : contém os N cenários (ou seja, os N modelos rodados com 1 estratégia predefinida), dos quais serão escolhidos os modelos representativos. Parameters_*.txt: contém os parâmetros de execução que foram fornecidos ao RMFinder. Cada um desses arquivos se concentra em uma única quantidade de modelos representativos, e execução gerou 10 soluções diferentes. Diretório results_NNN/: contém os resultados da execução NNN - results_NNN/XXX_solucao.txt: contém quais os modelos representativos escolhidos como sendo a solução número XXX da execução NNN. - results_NNN/heatmap.csv: contém as "áreas entre as curvas de risco "para cada solução NNN e variável sua respectiva variável de saída.