cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28915838.v1
title: Discharge

description: This is the discharge data for "<b>DL-ASSISTED, PARAMETRICALLY-OPTIMIZED HYDROLOGICAL MODEL FOR </b><b>DAILY DISCHARGE GENERATION: </b><b>AN ANALYSIS FOR HYDROLOGICAL REALITY"</b>
DOI: 10.6084/m9.figshare.21940145.v4
title: Environmental Materiality Map: MSCI

description: The Environmental Sustainability Materiality Map dataset is a structured and curated collection of data derived from the MSCI Industry Materiality Map. MSCI ESG Ratings evaluate companies' resilience to long-term, financially relevant environmental, social, and governance (ESG) risks. The MSCI ESG Industry Materiality Map is a visual representation of the current ESG Key Issues and their significance to companies' ESG Ratings. This map is part of MSCI's ESG Ratings transparency initiatives, which aim to make ESG Ratings of companies and funds accessible to the public. The dataset includes structured data collected from the MSCI Materiality Map, showcasing the most relevant ESG Key Issues for each industry and their contribution to companies' overall ESG Ratings. This dataset aims to provide researchers, investors, and policymakers with valuable insights into the social sustainability aspects of various industries and the factors that contribute to their ESG Ratings. <strong>Data Collection Process:</strong> The data for the Environmental Sustainability Materiality Map dataset was collected from the publicly available MSCI Industry Materiality Map. The information was then structured and organized to create a comprehensive dataset that highlights the most relevant ESG Key Issues for each industry and their contribution to companies' ESG Ratings. Link: MSCI Industry Materiality Map
DOI: 10.17632/368wpjzn8x
title: Supplemental materials to JAAD International research article "Surgical site infection following dermatologic and plastic surgery in an office setting"

description: Mendeley supplementary figure 1. Representative cases of dermatologic and Plastic surgery procedures. 
Mendeley supplementary figure 2. Illustrative cases of postoperative wound infection.
DOI: 10.6084/m9.figshare.12118248.v1
title: Wicked bug.csv

description: An R sript to calculate LD50s with 95% CLs, judge the significance between two LD50s, and measure parallelism of dose-response lines using probit/logit-log(dose) model.
DOI: 10.6084/m9.figshare.12613154.v1
title: The GluPro suite of curated cereal seed storage prolamin protein sequence datasets

description: Curated protein sequence datasets of the prolamin seed storage proteins present in bread wheat (GluPro v 1.1 and v 1.2), pasta wheat (GluPro v 2 and v 2.1), barley (GluPro v 3), rye (GluPro v 4), oats (GluPro v 5) and a compendium database containing all species sequences (GluPro v 6 and 6.1). These sequences were retrieved from UniProt, NCBI Protein Database, and genomic and transcriptomic data, where available.
DOI: 10.6084/m9.figshare.155719.v1
title: Flash illusions induced by visual, auditory and audiovisual stimuli

description: Raw data for 10 subjects (on the visually-induced flash illusion conditions) and 8 subjects (on the auditory-induced and audiovisually-induced illusion conditions) for both "fission" and "fusion" conditions. This data accompanies an article by the same name to be published in the open-access Journal of Vision.
DOI: 10.6084/m9.figshare.25676343.v1
title: Mammal food hoarding dataset

description: Data from Mahoney and Pasch "Evolutionary lability of food caching behavior in mammals" (in press Journal of Animal Ecology).
DOI: 10.6084/m9.figshare.26503423.v1
title: Documents of 1777 samples

description: fasta and gb format doc of 1777 samples that used in this research
DOI: 10.15468/dl.urfav5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina silus (Ascanius, 1775)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-0.0352 28.8496,-9.0352 28.8496,-9.0352 19.8496,-0.0352 19.8496,-0.0352 28.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013361-250525065834625/datasets/export for details.
DOI: 10.17605/osf.io/6ywjk
title: Plasmid Stability Analysis with Open-Source Droplet Microfluidics

description: Designs, data and code to go with the publication of the same name.
DOI: 10.6084/m9.figshare.23542860.v1
title: Global LULC projection dataset from 2020 to 2100 at a 1km resolution

description: The dataset is on a global scale with a resolution of 1 km grid and encompasses a timespan from 2020 to 2100. These data are projected in the world-Mercator projection coordinate system and are provided in single-band GeoTIFF format, which can be easily utilized by various mainstream GIS and RS platforms such as ArcGIS, QGIS, ENVI, as well as programming languages such as Python and MATLAB. The simulated data files follow a standardized naming convention “sspx_pp_yyyy.tif”, where x represents the simulated SSP scenario (1 to 5), pp represents the simulated RCP scenario; and yyyy represents the simulated year. For example, the data file named “ssp1_26_2030.tif” corresponds to the LULC simulation data for the year 2030 under the SSP1-2.6 scenario. Each GeoTIFF data file includes integer raster attribute values ranging from 1 to 6, which represent the following land use types: cropland, forest, grassland, urban, barren, and water.
DOI: 10.6084/m9.figshare.24183009.v1
title: KEGG_build_2023-09-22

description: An archived version of the KEGG data directory for use in anvi'o. Can be set up on a computer with an anvi'o installation using the command `anvi-setup-kegg-kofams --kegg-archive KEGG_build_2023-09-18_a2b5bde358bb.tar.gz` (specify a --kegg-data-dir to avoid overriding the default KEGG data directory, if one exists). This is the first KEGG snapshot for anvi'o that contains the KEGG Orthology database for use in metabolic modeling. It is also the default KEGG snapshot for anvi'o v8.Contains MODULES.db version 4.<br>Hash value of the database is a2b5bde358bb
DOI: 10.6084/m9.figshare.27222963.v1
title: <b>Female cuckoo calls are more effective at attracting breeding male cuckoos and their hosts than male cuckoo calls</b>

description: This study was done in Sifangtuozi Farm. The Sifangtuozi Farm (46°00′-46°22′ N, 123°46′-123°57′ E) is located in Zhenlai County, in the Nenjiang River basin, a tributary of the Songhua River, in the northeastern Jilin Province, China. The area is characterized by abundant water resources, and extensive stands of cattails and reeds can be found in various areas surrounding the farm, including field dikes, irrigation channels, streams, and ponds. Every breeding season (May-August), many individuals of the Oriental reed warbler (<i>Acrocephalus orientalis</i>, ORW) and black-browed reed warbler (<i>Acrocephalus bistrigiceps</i>, BRW) migrate to these wetlands to breed (Trnka et al., 2023). ORWs are the primary hosts of CCs in Asia. In northern China, the parasitism rate of the CCs can reach as high as 34.3% to 65.5% (Yang et al., 2016, 2017).There have been numerous studies on the calls and functions of the common cuckoo (<i>Cuculus canorus</i>, CC). However, there is limited research on the calls and functions of female CCs. In this study, we conducted playback experiments with calls from female CCs, male CCs, and males of the Himalayan cuckoo (<i>C. saturates</i>, CS) as a control group, on actively breeding CCs and their hosts. The results showed that the calls of both male and female CCs attracted CCs and their hosts in the experimental area while the control group did not attract any birds. The attracted CCs were predominantly males. Among the attracted hosts, there were Oriental reed warblers (<i>Acrocephalus orientalis</i>) and black-browed reed warblers <i>(Acrocephalus bistrigiceps</i>). Generalized linear mixed model analysis revealed that the number of individuals attracted by female CC calls was significantly higher than the number attracted by male CC calls, both for male CCs and hosts. Furthermore, male CCs were attracted by male and female CC calls to a significantly greater extent during the incubation stage than during the nestling feeding stage, while there was no difference in the number of attracted host individuals. Our study showed that the calls of female CCs play an important role in the communication between male and female CCs, and hosts are more responsive to the calls of female CCs, suggesting that they perceive female cuckoos as more threatening.
DOI: 10.17632/4gdcpp82bv
title: Comunicar los resultados de la investigación arquitectónica. Cómo diseñar un artículo científico digital en el ámbito arquitectónico

description: The scientific paper is the preferred method through advancements in any scientific field are communicated. The publishing of scientific journals has undergone a digital transformation, even in areas such as architecture, where this process has been paradoxically slow. However, papers that make it in architectural journals are still written and published as if they were still in a printed format, the conventional system inaugurated by Gutenberg. Such traditional publications are limited to a two-dimensional format, which does not recognize the way of communicating ideas in architecture today. This article explores the possibilities of this new digital format, closer to the architectural gesture, which, while valuing traditional forms such as sketches, plans or photographs, incorporates new possibilities offered by digital magazines such as digital models and evolving infographics. These types of projective representations multiply the communication possibilities of researchers and creators. As a result, the contemporary paper can and should be representative of the innovation that underlies its existence. Its content is a vivid reflection of the natural evolution of architectural, urban or landscape research. This makes it necessary for the scientific paper to include new types of dynamic formats. This article presents some of these formats and methods for communicating the results of architectural research today: hypertexts, embedded resources, geo-referenced images, 3D models and linked bibliography, among others. This article is in turn an invitation to the authors to enrich their practices with the resources of visual, graphic and textual language.
DOI: 10.17632/h2nr6yp67j
title: Active DNA damage eviction by HLTF stimulates nucleotide excision repair

description: Raw data of figures in our manuscript "Active DNA damage eviction by HLTF stimulates nucleotide excision repair"
DOI: 10.17632/tkk5pdswty
title: Minimizing the Cost of Leveraging Influencers in Social Networks: IP and CP Approaches - Complementary Data

description: This dataset contains complementary data to the paper "Minimizing the Cost of Leveraging Influencers in Social Networks: IP and CP Approaches" [1], which studies integer/constraint programming formulations for the Least Cost Directed Perfect Awareness Problem, an NP-hard optimization problem that arises in the context of influence marketing. Regarding the computational experiments conducted in the paper, we make available:

- Two sets of instances;
- The best known attained solutions;
- The source code;
- An appendix with additional details about the results.

The first input set includes 300 synthetic instances composed of graphs that resemble real-world social networks [2]. The second set consists of 14 instances built from online interactions crawled from X (formerly known as Twitter) [3].

The directories "synthetic_instances" and "x_instances" contain files that describe both sets of instances. The first two lines of each file contain:




where and are the number of vertices and edges in the graph. Each of the next lines contains:

 

where identifies a vertex while and are the cost and threshold associated to that vertex. Each of the remaining lines contains:

 

where and identify an ordered pair of vertices that determines a directed edge with weight .

The directories "solutions_for_synthetic_instances" and "solutions_for_x_instances" contain files that describe the best known solutions for both sets of instances. The first line of each file contains:



where is the number of vertices in the solution. Each of the next lines contains:



where identifies a seed vertex. The last line contains:



where is the solution cost.

The directory "source_code" contains the implementations of the mathematical models studied in the paper.

Lastly, the file "appendix.pdf" presents details of the results reported in the paper [1].

This work was supported by grants from Santander Bank, Brazil, Brazilian National Council for Scientific and Technological Development (CNPq), Brazil, and São Paulo Research Foundation (FAPESP), Brazil.

Caveat: the opinions, hypotheses and conclusions or recommendations expressed in this material are the responsibility of the authors and do not necessarily reflect the views of Santander, CNPq or FAPESP.


References

[1] F. C. Pereira, P. J. de Rezende and T. Yunes. Minimizing the Cost of Leveraging Influencers in Social Networks: IP and CP Approaches. Submitted. 2023.

[2] F. C. Pereira, P. J. de Rezende. The Least Cost Directed Perfect Awareness Problem: complexity, algorithms and computations. Online Social Networks and Media, 37-38, 2023.

[3] C. Schweimer, C. Gfrerer, F. Lugstein, D. Pape, J. A. Velimsky, R. Elsässer, and B. C. Geiger. Generating simple directed social network graphs for information spreading. In Proceedings of the ACM Web Conference 2022, WWW ’22, pages 1475–1485, 2022.
DOI: 10.6084/m9.figshare.25303873.v1
title: <b>Contrasting mechanisms of non-vascular and vascular plants on spatial turnover in multifunctionality in Antarctic continent</b>

description: 'B', 'L', 'M', 'V' indicate a categorical variable with four levels representing different vegetation types. 'te', 'ph', 'sw' indicate the heterogeneity of soil temperature, soil pH and soil water content; 'so', 'nn', 'pp', 'tk', 'nag', 'gc', 'np', 'xys', 'ba', 'fa', 'pc' indicate the heterogeneity of soil organic matter, soil nitrogen, phosphorus contents, potassium contents, N-acetyl-β-Glucosaminidase, β-Glucosidase, β-Xylosidase,  neutral phosphatase, bacterial copies, fungal copies and antagonistic indicator; 'tn', 'no', 'nh', 'tp', 'avp', 'ad', 'ap', 'ar' indicate the heterogeneity of soil total nitrogen, nitrate nitrogen, ammonia nitrogen, total phosphorus, available phosphorus, antagonistic density, antagonistic proportion and antagonistic intensity; 'fun' indicate β-multifunctionality; 'na', 'nd', 'mb' indicate the turnover of nutrient availability,  nutrient decomposition and microbial biomass; 'babb', 'fubb', 'prbb', 'mebb' indicate the the bacterial, fungal, protozoan and metazoan β-diversity according to the Sørensen distance; 'babb1', 'fubb1', 'prbb1', 'mebb1' indicate the the bacterial, fungal, protozoan and metazoan β-diversity according to the  Bray-Curtis distance.
DOI: 10.6084/m9.figshare.28726718.v1
title: Cebp-P Supplementary Information.docx

description: Supplemental data for: CCAAT/Enhancer-Binding Proteins α and β Regulate Ovulation and Gene Expression via Dose- and Stage-Dependent Mechanisms
DOI: 10.6084/m9.figshare.22109987.v1
title: UrbanSoundMappingforWayfinding

description: These are the data for the study presented in the paper "Urban sound mapping for wayfinding - A theoretical approach and an empirical study"
DOI: 10.6084/m9.figshare.26087824.v1
title: HiGTS_2007s1

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2007s1 contains the data from January 1, 2007 to March 31, 2007.
DOI: 10.6084/m9.figshare.6790148.v1
title: VX (nerve agent)

description: 37Conf8
DOI: 10.6084/m9.figshare.9890801.v2
title: Different Samples, Different Results? How Sampling Techniques Affect the Results of Field Experiments on Ethnic Discrimination

description: The file AuspurgSchneckThiel2019_Appendix.pdf contains further analyses not reported in the main article.<br><br>The data is provided in stata format (version 15.1). rssm_wide.dta is the stata dataset. an_rssm_wide.do is the analysis file for reproducing the results reported in the article and the Appendix. The file discrim.do is an analysis routine for analyzing discrimination that is called in an_rssm_wide.do.
DOI: 10.6084/m9.figshare.28099376.v1
title: <b>Schistosomiasis in Sub-Saharan Africa</b>

description: Using geostatistical and machine learning models, we analyzed spatio-temporal trends in schistosomiasis prevalence and heavy-intensity infections among children in SSA at sub-national scales from 2000 to 2022. Data were sourced from the Expanded Special Project to Eliminate Neglected Tropical Diseases (ESPEN) database and a systematic review of published literature, focusing on children under 18 in endemic regions. Counterfactual analyses were conducted to assess the impact of MDA, socioeconomic changes, and environmental factors on prevalence trends. Projections for 2030 were developed using deep learning models to assess the feasibility of WHO's targets and identify intervention priorities in high-risk areas.
DOI: 10.6084/m9.figshare.28806815.v3
title: SSVEP 40class dataset

description: 40-class Beta range stimuli, SSVEP-based BCI Speller datasets
DOI: 10.17632/xytv86278f
title: Road Traffic Accident Dataset of Addis Ababa City

description: This data set is collected from Addis Ababa Sub city police departments. The data set has been prepared from manual records of road traffic accident of the year 2017-20. All the sensitive information has been excluded during data encoding and finally it has 32 features and 12316 instances of the accident. Then it is preprocessed and for identification of major causes of the accident by analyzing it using different machine learning classification algorithms. RTA Dataset.csv is the dataset before preprocessing and cleaned.csv is the preprocessed dataset.
DOI: 10.6084/m9.figshare.19711891.v2
title: The chromosome-scale genome assembly for Golden buckwheat.

description: The final chromosome-scale genome assembly and the annotation files for Golden buckwheat.
DOI: 10.6084/m9.figshare.7745393.v1
title: Ferrihydrite XRD

description: Ferrihydrite XRD
DOI: 10.6084/m9.figshare.27978699.v1
title: BDNF measurement in saliva samples using highly sensitive ELISA

description: BDNF level was measured in saliva samples by using the highly sensitive ELISA assay kit. Measurement was successful when appropriate precautions, such as appropriate sample dilution, were made.
DOI: 10.6084/m9.figshare.28839293.v2
title: data of Radiation therapy for synchronous oligometastatic Nasopharyngeal cancer in a low-middle-income country.

description: Our study describes the characteristics of patients treated for oligometastatic NPC in Tunisia, Nord Africa. NPC gas a high incidence in specific regions, and the presentation and management of synchronous oligometastatic disease in LMICs present unique challenges due to limited resources and differing healthcare infrastructures.
DOI: 10.6084/m9.figshare.7908734.v1
title: gVCF_HG03606

description: 1000 Genomes gVCF mapped to hs37d5 for HG03606. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/snyyh8bs3s
title: A soil micromorphology and X-ray diffraction dataset of Late Quaternary cave sediments from northeast Brazil.

description: The dataset contains 49 soil micrographs in plane-polarized light (PPL) and 36 soil micrographs in cross-polarized light (XPL). All imagens are stored into 10 folders. The folder title means the layers of the thin section were collected. The file title flowing the general principle: the layer number comes first, then, number of the image, and finally, type of light (PPL or XPL).

The micromorphological features of the cave sediments reflect the variability of soil bioturbation and bioclasts, roots channels, oxireduction conditions, and dripping water action. The relict soil microstructure varied to microgranular structure in the layers that have secondary calcium carbonate related to dripping water to massive microstructure in the lowermost thins sections. The shape and size of the orthic and anorthic nodules, quartz grains, clay coatings, voids, bones, microstructure features, etc. can be quantitatively analyzed in any image software. This dataset contains relict soil features, such as microgranular structure, runiquartz1, and iron nodules, which are features usually found in Ferralsols2.These features are present only in the layers that have speleothems, suggesting a relationship of wetter climate with speleothem deposition and Ferrasol genesis.

The dataset includes 19 raw powder XRD scans. All diffractograms are stored in one XLS file organized into 2 spreadsheets. The first contains the sample ID and depth of the sampling in the trench profile. The second spreadsheet contain 19 XRD raw data. The mineralogical assemblage of primary minerals is similar across the sediment column but differs significantly by the gibbsite and kaolinite proportion. Gibbsite is absent in the lowermost layers, but peaks are strong in the upper layers, coinciding with speleothem layers and decreasing kaolinite peaks.
DOI: 10.17632/t4p2wxmm5j
title: Data for: Data to support the assessment of the energy efficiency estimation methods on induction motors considering real-time monitoring.

description: The data correspond to the experiments developed to assess the real-time energy efficiency estimation methods used for induction motors. Table 1 (see Appendix A) shows the electric and mechanic parameters measured at the 11 load factors for balanced sinusoidal voltage, and the efficiency calculated from the experimental data. Likewise, Table 2 (see Appendix A) shows the electric and mechanic parameters measured for balanced harmonic voltage, and the efficiency calculated from the experimental data. Furthermore, Table 3 (see Appendix A) shows the electric and mechanic parameters measured for unbalanced sinusoidal voltage, and the efficiency calculated from the experimental data. Finally, Table 4 (see Appendix A shows the electric and mechanic parameters measured for unbalanced harmonic voltage, and the efficiency calculated from the experimental data. Moreover, Table 5 (see Appendix A) shows the power output measured for the induction motor operating under balanced sinusoidal voltage, and the efficiency results estimated with the different methods considered in this study. In addition, it includes the estimation error as compared to the efficiency calculated from the experimental values in table 1. Likewise, Table 6 (see Appendix A) shows the power output measured for the induction motor operating under balanced harmonic voltage, and the efficiency results estimated with the different methods considered in this study. Additionally, it shows the estimation error as compared to the efficiency calculated from the experimental values in table 2. Similarly, Table 7 (see Appendix A) shows the power output measured for the induction motor operating under unbalanced sinusoidal voltage. Furthermore, it shows the estimation error as compared to the efficiency calculated from the experimental values in table 3. Finally, Table 8 (see Appendix A) shows the power output measured for the induction motor operating under unbalanced harmonic voltage. In addition, it shows the estimation error as compared to the efficiency calculated from the experimental values in table 4.