cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14578493
title: Composition of lignocellulosic biomass and its susceptibility to enzymatic hydrolysis after microwave pretreatment with selected deep eutectic solvents (DES)

description: Results of the first stage of research in the project on the effect of microwave pretreatment using deep eutectic solvents on the composition of lignocellulosic biomass and its susceptibility to enzymatic hydrolysis using cellulases. The work was supported by the National Science Centre, Poland, grant No. 2022/47/B/NZ9/00479.
DOI: 10.17632/7kxwv8mtbp
title: cloud influence on UCRB runoff

description: Excel file for GRL paper consisting of 4 pages
DOI: 10.17632/k6ws6jmwjb
title: Real-Time Imaging of Drug-induced Trapping of Cellular Topoisomerases and Poly(ADP-ribose) Polymerase 1 at the Single-Molecule Level

description: Original dataset for the manuscript "Real-Time Imaging of Drug-induced Trapping of Cellular Topoisomerases and Poly(ADP-ribose) Polymerase 1 at the Single-Molecule Level"
DOI: 10.17632/m4rrw9yzy6
title: LINF_310040100

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/8gxtvxxym3
title: Mutual-benefit coordination of P2P market and distribution grid management

description: 37-bus Distribution Network
DOI: 10.17632/n84dr7kch7
title: WSC2023_Flow_show_optimization_FlexibleVSStaticPlanning

description: This is the dataset of all simulation runs + wilcoxon significance test for the results for the 13 period case.
The Wilcoxon_Significance_Test_13Periods.xlsx contains exactly that.
The LargeTestRun_ALL_DATA contains all of our TestRuns, for 52, 26 and 13 Periods, their averages and the sorted results.
The Demandstreams_52P.txt contains all of the randomly generated demandstreams for our simulations.
DOI: 10.17632/y555hgw8ny
title: Mendeley supplemental figure 2

description: Mendeley supplemental figure 2. Kaplan-Meier curve depicting in-treatment field recurrence or progression-free survival for 14 patients treated with palliative radiation therapy for symptomatic locoregionally advanced, unresectable cutaneous squamous cell carcinoma.
DOI: 10.15468/dl.j2d2u6
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cybister chinensis Motschulsky, 1854"
 ]
}

 The dataset includes 419 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051837-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jvz2m6y9nt
title: Population structure of Kapentagyrus spp. infecting clupeid host species in Lake Tanganyika

description: Fisheries in Lake Tanganyika, the oldest African Great Lake, is mostly dependent on a migrating fish stock of two endemic species of sardines, Limnothrissa miodon and Stolothrissa tanganicae. They are parasitized by two species of Kapentagyrus (Monogenea, Dactylogyridae), Kapentagyrus limnotrissae and Kapentagyrus tanganicanus. Even though studies in order to describe clupeids’ lake-wide population structure have been made, no clear pattern has been determined so far. Considering the potential magnifying glass effect, we investigated population structure of Kapentagyrus spp. as indirect tags for clupeids’ stock identification via combined morphological and molecular approach. Secondly, as evolution and demographic history of various cichlid species in the lake was reported to relate to the historical lake level changes, we investigated the effect of such events on past population changes of Kapentagyrus spp. living in so far understudied lake’s pelagic zone. Intraspecific morphological variation of the monogeneans was analysed using morphometrics and geomorphometrics of sclerotised structures. Genetic population structure was assessed based on a 415 bp fragment of the mitochondrial COI gene. Although significant differences in some of the morphological parameters potentially indicate limited parasite migration, no clear geographically dependent structure was identified. High proportion of one central haplotype in both species of Kapentagyrus supports rather unlimited gene flow in a lake-wide scale. We hence suggest an overall lack of clear geographic structure, which corresponds with the results reported for both host species in previous studies. However, significant genetic differentiation between some of the sampling sites connotes restricted genetic exchange in different than a purely geographical scale.
DOI: 10.15468/dl.x84c7m
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-56.82725 -19.79283,-56.68345 -19.78235,-56.56511 -19.71794,-56.51868 -19.25358,-56.58758 -19.26107,-56.64151 -19.40188,-56.7928 -19.40038,-56.80927 -19.5322,-56.88717 -19.68648,-56.82725 -19.79283))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 323 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051838-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vf7r9cxnd9
title: Effect of annealing twins, strain-recrystallization processing and δ-phase fraction on microtexture and evaluation of mechanical properties of nickel-based superalloy 718

description: EBSD Maps for the work "Effect of annealing twins, strain-recrystallization processing and δ-phase fraction on microtexture and evaluation of mechanical properties of nickel-based superalloy 718"
DOI: 10.17632/j7cb5zzpn6
title: Hongo, Iguchi, and Kiguchi

description: 
Codes and raw data for CADMAS-SURF (Super Roller Flume for Computer Aided Design of Marine Structure) wave simulation model is composed of five data:
(1) Ocean condition for input code for CADMAS-SURF simulation
(2) Input code for CADMAS-SURF simulation
(3) Output raw data by CADMAS-SURF simulation
(4) R code for data extraction from output data by CADMAS-SURF simulation
(5) Summary of output data by CADMAS-SURF simulation
Note that this free software can be downloaded from: https://www.cdit.or.jp/program/cadmas.html.
DOI: 10.17632/38m4t4h55h
title: Group Behavioral Parent Training in an Incarcerated Setting

description: SPSS raw data for pre-post efficacy study of an adapted behavioral parent training for incarcerated parents of both sexes.
DOI: 10.15468/dl.fw56z3
title: Occurrence Download

description: A dataset containing 46815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.71034 5.31749,-74.64523 5.44614,-74.64655 5.46466,-74.67858 5.47049,-74.73734 5.46811,-74.79955 5.37016,-74.78711 5.32543,-74.71034 5.31749))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 46815 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051839-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5yy58vr6bn
title: Meal size and intermeal correlations

description: Measure meal size, premeal and post-meal intervals of students eating in a large campus dining all. Participants were trained to weight their food try before and after eating on three non-consecutive days. Data show raw data for each subject and each meal.
DOI: 10.17632/ncr6w2x45y
title: Fe micro-flakes/submicron particles: a good choice in microwave absorption design of multilayer structure absorber

description: Microwave absorption data of multilayer structure absorber.
DOI: 10.17632/b4mmss8g8y
title: Collagen density in the 8th week of post-laser application

description: In the final week of the study, collagen density has slightly increased in all groups, but the laser alone group (B, D) shows a collagen density similar to that of the control group.  (Masson’s Trichrome stain; original magnification x 100).
DOI: 10.15468/dl.bqn6vc
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Kurixalus appendiculatus (Günther, 1858)",
 "Year 1950-2024"
 ]
}

 The dataset includes 270 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051841-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10337106
title: Data on traffic accidents with human victims
DOI: 10.6084/m9.figshare.25606087
title: Extrapolation of Monte Carlo–Derived Noble Gas Air-Submersion Effective Dose Rate Coefficients for Selected Occupational Settings to Other Geometries and Radionuclides

description: External exposures to airborne radioactivity at nuclear power sites are typically based on semi-infinite clouds with uniform concentrations and corresponding effective dose rate coefficients (EDRCs), along with the simplifying assumption that the radioactive clouds extend to infinity around the receptor of interest. The two regulatory models that are typically employed for finite-cloud adjustments to submersion doses, namely, Regulatory Guide 1.183 for hemispherical clouds and the International Commission on Radiological Protection (ICRP) document ICRP-30 for spherical clouds, were purposely oversimplified to facilitate their implementation. As a result, dose projections can be significantly underestimated under certain circumstances, particularly with radionuclides emitting low-energy photons and/or particles. In addition, these adjustments do not account for scatter radiation off surrounding walls, ceilings, and floors of typical occupational settings. In recognition of these limitations and for the mitigation thereof, Veinot et al. published an article [Rad. and Environ. Biophy., Vol. 56, p. 453 (2017)] that provided monoenergetic photon, electron, and positron EDRCs based on elaborate Monte Carlo computations for submersion in three typical occupational settings at nuclear facilities (namely, an office, a laboratory, and a warehouse). Included in the article were also EDRCs for exposure to 45 noble gases airborne within the said occupational settings. However, extrapolation of the results to other settings was limited due to geometry variations. Even so, as described in the present paper, the Veinot et al. article provided the basis for the definition of a straightforward model for extrapolation of the Monte Carlo–derived EDRCs to other occupational settings and radionuclides. The objective of the EDRC extrapolation model in this paper is to provide a simple but comprehensive approach to licensing-basis submersion dose calculations consistent with the recommendations in ICRP Publication 103. The model is reasonably accurate and applicable to submersion volumes that are smaller than an office and larger than a typical warehouse, as would be needed for control room habitability evaluations. It is emphasized that the model is only suitable for the external dose computation of airborne noble gases and particulates; dose contributions via the inhalation pathway and from direct shine from contaminated surfaces need to be evaluated separately. The EDRC extrapolation model was programmed into an Excel workbook (OccuSetEDRCs-R0.xlsx) that is available to interested parties; see Supplementary Data section for further details. The model can handle all 1252 radionuclides in ICRP-107 and submersion volumes ranging between about 40 and 4000 m<sup>3</sup>, with an upper estimated error of about 10% on average for large submersion volumes.
DOI: 10.6084/m9.figshare.25606087.v1
title: Extrapolation of Monte Carlo–Derived Noble Gas Air-Submersion Effective Dose Rate Coefficients for Selected Occupational Settings to Other Geometries and Radionuclides

description: External exposures to airborne radioactivity at nuclear power sites are typically based on semi-infinite clouds with uniform concentrations and corresponding effective dose rate coefficients (EDRCs), along with the simplifying assumption that the radioactive clouds extend to infinity around the receptor of interest. The two regulatory models that are typically employed for finite-cloud adjustments to submersion doses, namely, Regulatory Guide 1.183 for hemispherical clouds and the International Commission on Radiological Protection (ICRP) document ICRP-30 for spherical clouds, were purposely oversimplified to facilitate their implementation. As a result, dose projections can be significantly underestimated under certain circumstances, particularly with radionuclides emitting low-energy photons and/or particles. In addition, these adjustments do not account for scatter radiation off surrounding walls, ceilings, and floors of typical occupational settings. In recognition of these limitations and for the mitigation thereof, Veinot et al. published an article [Rad. and Environ. Biophy., Vol. 56, p. 453 (2017)] that provided monoenergetic photon, electron, and positron EDRCs based on elaborate Monte Carlo computations for submersion in three typical occupational settings at nuclear facilities (namely, an office, a laboratory, and a warehouse). Included in the article were also EDRCs for exposure to 45 noble gases airborne within the said occupational settings. However, extrapolation of the results to other settings was limited due to geometry variations. Even so, as described in the present paper, the Veinot et al. article provided the basis for the definition of a straightforward model for extrapolation of the Monte Carlo–derived EDRCs to other occupational settings and radionuclides. The objective of the EDRC extrapolation model in this paper is to provide a simple but comprehensive approach to licensing-basis submersion dose calculations consistent with the recommendations in ICRP Publication 103. The model is reasonably accurate and applicable to submersion volumes that are smaller than an office and larger than a typical warehouse, as would be needed for control room habitability evaluations. It is emphasized that the model is only suitable for the external dose computation of airborne noble gases and particulates; dose contributions via the inhalation pathway and from direct shine from contaminated surfaces need to be evaluated separately. The EDRC extrapolation model was programmed into an Excel workbook (OccuSetEDRCs-R0.xlsx) that is available to interested parties; see Supplementary Data section for further details. The model can handle all 1252 radionuclides in ICRP-107 and submersion volumes ranging between about 40 and 4000 m<sup>3</sup>, with an upper estimated error of about 10% on average for large submersion volumes.
DOI: 10.5281/zenodo.14578686
title: TRANSFORMATSIYA SHAROITIDA OLIY TA'LIM MUASSASALARI  KAFEDRASI FAOLIYATI SAMARADORLIGINI OSHIRISHNING  TASHKILIY-METODIK MEXANIZMLARI

description: Ushbu maqolada transformatsiya tushunchasining mazmuni va mohiyati falsafiy, sotsiologik, siyosatshunoslik, psixologik, pedagogik jihatdan tahlil qilingan. Shuningdek transformatsiya sharoitida oliy ta’lim muassasalari kafedrasi faoliyati samaradorligini oshirishning tashkiliy-pedagogik shart-sharoitlar yetarli emas, chunki kafedra faoliyatining samarali tashkil etish uchun uning barcha darajalarida ta’limni zamonaviy tashkil etish asosida boshqariladigan intellektual texnologiyalardan foydalanish lozim. Shuning uchun tashkiliy-pedagogik shart-sharoitlarga quyidagilar kiritildi: strategik rivojlanish bo‘yicha qarorlarini qabul qilish asosida ta’limni takomillashtirishda o‘z vaqtida o‘zgartirishlarga munosabat bildirish, kafedraning barcha jarayonlarini uzluksiz monitoringini ta’minlash, dinamik o‘zgaruvchan tashqi muhit sharoitlariga tezkor munosabatni ta’minlash, innovatsion faoliyatni motivatsiya mexanizmini rivojlantirish. Ushbu tashkiliy-pedagogik shartlarni amalga oshirish natijasida kafedraning implementatsiya mexanizmidan (intellektual axborot muhitini amaliy amalga oshirishni ta’minlash vositalari majmui) foydalangan holda ta’lim sifatini, o‘z-o‘zini baholash, bashorat qilish va strategik rejalashtirish imkonini beruvchi ma’lumotlarni intellektual tahlil etish va vizualizashtirish orqali axborot kommunikatsiya muhitini rivojlantirishni ta’minlash amalga oshirilishi asoslab berilgan.
DOI: 10.5281/zenodo.14578687
title: TRANSFORMATSIYA SHAROITIDA OLIY TA'LIM MUASSASALARI  KAFEDRASI FAOLIYATI SAMARADORLIGINI OSHIRISHNING  TASHKILIY-METODIK MEXANIZMLARI

description: Ushbu maqolada transformatsiya tushunchasining mazmuni va mohiyati falsafiy, sotsiologik, siyosatshunoslik, psixologik, pedagogik jihatdan tahlil qilingan. Shuningdek transformatsiya sharoitida oliy ta’lim muassasalari kafedrasi faoliyati samaradorligini oshirishning tashkiliy-pedagogik shart-sharoitlar yetarli emas, chunki kafedra faoliyatining samarali tashkil etish uchun uning barcha darajalarida ta’limni zamonaviy tashkil etish asosida boshqariladigan intellektual texnologiyalardan foydalanish lozim. Shuning uchun tashkiliy-pedagogik shart-sharoitlarga quyidagilar kiritildi: strategik rivojlanish bo‘yicha qarorlarini qabul qilish asosida ta’limni takomillashtirishda o‘z vaqtida o‘zgartirishlarga munosabat bildirish, kafedraning barcha jarayonlarini uzluksiz monitoringini ta’minlash, dinamik o‘zgaruvchan tashqi muhit sharoitlariga tezkor munosabatni ta’minlash, innovatsion faoliyatni motivatsiya mexanizmini rivojlantirish. Ushbu tashkiliy-pedagogik shartlarni amalga oshirish natijasida kafedraning implementatsiya mexanizmidan (intellektual axborot muhitini amaliy amalga oshirishni ta’minlash vositalari majmui) foydalangan holda ta’lim sifatini, o‘z-o‘zini baholash, bashorat qilish va strategik rejalashtirish imkonini beruvchi ma’lumotlarni intellektual tahlil etish va vizualizashtirish orqali axborot kommunikatsiya muhitini rivojlantirishni ta’minlash amalga oshirilishi asoslab berilgan.
DOI: 10.15468/dl.qyxp4z
title: Occurrence Download

description: A dataset listing the 158 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-56.82725 -19.79283,-56.68345 -19.78235,-56.56511 -19.71794,-56.51868 -19.25358,-56.58758 -19.26107,-56.64151 -19.40188,-56.7928 -19.40038,-56.80927 -19.5322,-56.88717 -19.68648,-56.82725 -19.79283))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 158 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051840-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8sg8wu
title: Records of vascular plants from the Traian's earthwork in 2023 (Bilhorod-Dnistrovskyi Ditstrict, Odesa Region, Ukraine)

description: In 2023, we conducted a study of the biodiversity of the flora of Traian's (Troian’s) earthworks in Bilhorod-Dnistrovskyi ditstrict, Odesa region. Traian's Wall is the name used for several linear earthen fortifications found across Eastern Europe, Moldova, Romania, and Ukraine ((Sapozhnikov 2011, Zharkikh 2024). The aim of this study was to highlight the importance of flora inventory as a necessary condition for monitoring and preserving phytodiversity. In total, we compiled 4 floristic lists using the Vegapp app, which formed the basis of this dataset during trip in 2024.
This dataset contains 282 occurrences of 164 vascular plant species recorded in 4 floristic lists during the project. The nomenclature of the dataset is as follows: “Ukrainian Plant Trait Database: UkrTrait v. 1.0” - (Vynokurov et al. 2024).
DOI: 10.15468/dl.r4zgnu
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-141.15817 62.49324,-132.80651 59.73163,-132.00475 61.04562,-135.03362 65.1435,-141.06909 65.47757,-141.15817 62.49324))",
 "OccurrenceStatus is Present",
 "TaxonKey is Alypia langtonii Couper, 1865"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051843-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14578825
title: BO'LAJAK IJTIMOIY ISHCHILARIDA SOG'LOM REFLEKSIYANI RIVOJLANTIRISH NATIJALARINING MATEMATIK-STATISTIK TAHLILI

description: Maqolada sanogen tafakkur muammosiga doir tadqiqot ishlari mazmuni yoritilgan hamda bo‘lajak ijtimoiy ish xodimlarida sanogen refleksiyani rivojlantirish muammosining dolzarbligi asoslangan. Shuningdek, bo‘lajak ijtimoiy ish xodimlarida sanogen va patogen refleksiya xususiyatlarining rivojlanganlik darajasini aniqlashga doir tajriba-sinov ishi mazmuni yoritilgan. Tadqiqot natijalarini matematik-statistik tahlil qilishda Styudent t-mezonidan foydalanilgan.
DOI: 10.5281/zenodo.14578826
title: BO'LAJAK IJTIMOIY ISHCHILARIDA SOG'LOM REFLEKSIYANI RIVOJLANTIRISH NATIJALARINING MATEMATIK-STATISTIK TAHLILI

description: Maqolada sanogen tafakkur muammosiga doir tadqiqot ishlari mazmuni yoritilgan hamda bo‘lajak ijtimoiy ish xodimlarida sanogen refleksiyani rivojlantirish muammosining dolzarbligi asoslangan. Shuningdek, bo‘lajak ijtimoiy ish xodimlarida sanogen va patogen refleksiya xususiyatlarining rivojlanganlik darajasini aniqlashga doir tajriba-sinov ishi mazmuni yoritilgan. Tadqiqot natijalarini matematik-statistik tahlil qilishda Styudent t-mezonidan foydalanilgan.
DOI: 10.5281/zenodo.14166027
title: Disinformation on YouTube: A dataset of YouTube comments on videos related to claims made by Trump and Vance on Haitian immigrants

description: The corpus contains three files. First, the youtube_haitian_disinformation_videos_meta.csv file includes comments and YouTube video metadata. Data is organized around per video information. The columnar values are: 










video_id 

 




date (video publication date) 

 




title 

 




description 

 




channel_title 

 




transcript 

 




transcript_str (Video transcript without timestamps) 

 




views 

 




likes 

 




comments (all comments per video) 










Second, the youtube_haitian_disinformation_comment_reply_metadata.csv file includes comments, replies, and comment metadata. Each comment occupies its own row in the spreadsheet. The columnar field are: 










video_id 

 




comment 

 




comment_date 

 




comment_like_count 

 




author 

 




comment_id 

 




in_reply_to 

 




neg, neu, pos, compound (VADER polarity scores) 

 




named_entities (spaCy named entity tags with tokens) 

 




emoji (spaCy Emojis and token spans) 













Comments and associated metadata are represented in individual rows. 




The third file contains the results of the TFIDF analysis described herein. The TFIDF analysis features the top 5000 terms weights for the comments to each video in a .csv file. 










youtube_disinfo_comments_tfidf_results_per_video.csv