cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vv3az2
title: Occurrence Download

description: A dataset containing 5038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Electrogena",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5038 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033760-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/grb76u
title: Aphyllophorales externi

description: Aphyllophorales externi
DOI: 10.15468/dl.fsxzgm
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 46.61109",
 "DecimalLatitude is less than or equal to 60.37774",
 "DecimalLongitude is greater than or equal to -67.82169",
 "DecimalLongitude is less than or equal to -52.61941",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 164 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033761-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqmc4b
title: Occurrence Download

description: A dataset containing 23335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zanclus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23335 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033762-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpfmuj
title: Occurrence Download

description: A dataset containing 4802 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceruchus"
 ]
}

 The dataset includes 4802 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033763-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18722884
title: Understanding Geographical Trends in Stack Overflow Code Maintenance Discussions – Replication Package

description: Code maintenance is a critical endeavour that impacts the longevity of software systems, encompassing corrective, adaptive, perfective, and preventive maintenance practices as established in IEEE standards. Yet research mostly investigates discrete aspects of software maintenance, such as refactoring challenges and technical debt accumulation, limiting the general understanding of how code maintenance is discussed. Our study investigates code maintenance discussions on Stack Overflow as a medium for the software engineering community, examining how temporal patterns, topic distributions, and technology associations vary across continents. 

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.18722885
title: Understanding Geographical Trends in Stack Overflow Code Maintenance Discussions – Replication Package

description: Code maintenance is a critical endeavour that impacts the longevity of software systems, encompassing corrective, adaptive, perfective, and preventive maintenance practices as established in IEEE standards. Yet research mostly investigates discrete aspects of software maintenance, such as refactoring challenges and technical debt accumulation, limiting the general understanding of how code maintenance is discussed. Our study investigates code maintenance discussions on Stack Overflow as a medium for the software engineering community, examining how temporal patterns, topic distributions, and technology associations vary across continents. 

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.18722894
title: "EMOTSIONAL INTELLEKT VA KONFLIKTLARNI HAL QILISH QOBILIYATI O'RTASIDAGI BOG'LIQLIK"

description: Ushbu maqola emotsional intellekt va konfliktlarni hal qilish qobiliyati o‘rtasidagi bog‘liqlikni psixologik nuqtai nazardan o‘rganadi. Emotsional intellekt — shaxsning o‘z his-tuyg‘ularini va boshqalarning emotsiyalarini anglash, nazorat qilish va samarali ifodalash qobiliyati — zamonaviy ijtimoiy va professional muhitda konfliktlarni samarali boshqarish uchun muhim omil hisoblanadi. Tadqiqot natijalari shuni ko‘rsatadiki, yuqori darajadagi emotsional intellektga ega shaxslar konflikt vaziyatlarini konstruktiv tarzda hal qiladilar, stressni boshqarish qobiliyatlari yuqori bo‘ladi va ijtimoiy munosabatlarda barqarorlikni saqlay oladilar. Maqolada emotsional intellektning turli komponentlari (o‘z-o‘zini anglash, o‘zini boshqarish, empatiya va ijtimoiy ko‘nikmalar) bilan konfliktlarni hal qilish strategiyalari (hamkorlik, muzokara, kompromiss) o‘rtasidagi bog‘liqlik ilmiy asosda tahlil qilinadi. Tadqiqot natijalari psixologik maslahat, rahbarlik va ta’lim jarayonlarida emotsional intellektni rivojlantirishning amaliy tavsiyalarini ishlab chiqishga xizmat qiladi.
DOI: 10.5281/zenodo.18722895
title: "EMOTSIONAL INTELLEKT VA KONFLIKTLARNI HAL QILISH QOBILIYATI O'RTASIDAGI BOG'LIQLIK"

description: Ushbu maqola emotsional intellekt va konfliktlarni hal qilish qobiliyati o‘rtasidagi bog‘liqlikni psixologik nuqtai nazardan o‘rganadi. Emotsional intellekt — shaxsning o‘z his-tuyg‘ularini va boshqalarning emotsiyalarini anglash, nazorat qilish va samarali ifodalash qobiliyati — zamonaviy ijtimoiy va professional muhitda konfliktlarni samarali boshqarish uchun muhim omil hisoblanadi. Tadqiqot natijalari shuni ko‘rsatadiki, yuqori darajadagi emotsional intellektga ega shaxslar konflikt vaziyatlarini konstruktiv tarzda hal qiladilar, stressni boshqarish qobiliyatlari yuqori bo‘ladi va ijtimoiy munosabatlarda barqarorlikni saqlay oladilar. Maqolada emotsional intellektning turli komponentlari (o‘z-o‘zini anglash, o‘zini boshqarish, empatiya va ijtimoiy ko‘nikmalar) bilan konfliktlarni hal qilish strategiyalari (hamkorlik, muzokara, kompromiss) o‘rtasidagi bog‘liqlik ilmiy asosda tahlil qilinadi. Tadqiqot natijalari psixologik maslahat, rahbarlik va ta’lim jarayonlarida emotsional intellektni rivojlantirishning amaliy tavsiyalarini ishlab chiqishga xizmat qiladi.
DOI: 10.15468/dl.sa7gkq
title: Occurrence Download

description: A dataset containing 5086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Costachorema",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5086 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033765-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18722908
title: physalaemus_ephippifer_spades_02.fasta.gz
DOI: 10.5281/zenodo.18722909
title: physalaemus_ephippifer_spades_02.fasta.gz
DOI: 10.15468/dl.nbwm6f
title: Occurrence Download

description: A dataset containing 15846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "Country is Bulgaria"
 ]
}

 The dataset includes 15846 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033766-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18722919
title: "ONLAYN TA'LIM SHAROITIDA DIQQAT VA XOTIRANING PASAYISH SABABLARI"

description: Ushbu maqola onlayn ta’lim jarayonida talabalar va o‘quvchilarda diqqat va xotira funksiyalarining pasayish sabablari va mexanizmlarini psixologik nuqtai nazardan tahlil qiladi. So‘nggi yillarda masofaviy o‘qitishning keng tarqalishi natijasida diqqatni jamlash qobiliyati va xotira samaradorligida sezilarli o‘zgarishlar kuzatilmoqda. Maqolada onlayn ta’limning shaxsiy, ijtimoiy va texnologik omillarga bog‘liq salbiy ta’sirlari, shu jumladan uzluksiz ekran qarshisida vaqt o‘tkazish, multitasking holati, motivatsiyaning pasayishi va kognitiv yukning ortishi kabi sabablar ko‘rib chiqilgan. Bundan tashqari, maqolada diqqat va xotirani qo‘llab-quvvatlashga qaratilgan pedagogik va psixologik tavsiyalar ham taqdim etilgan. Tadqiqot natijalari onlayn ta’lim jarayonida o‘quv jarayonini optimallashtirish va samaradorligini oshirishga yo‘naltirilgan strategiyalarni ishlab chiqishda ilmiy asos bo‘lib xizmat qiladi.
DOI: 10.5281/zenodo.18722918
title: "ONLAYN TA'LIM SHAROITIDA DIQQAT VA XOTIRANING PASAYISH SABABLARI"

description: Ushbu maqola onlayn ta’lim jarayonida talabalar va o‘quvchilarda diqqat va xotira funksiyalarining pasayish sabablari va mexanizmlarini psixologik nuqtai nazardan tahlil qiladi. So‘nggi yillarda masofaviy o‘qitishning keng tarqalishi natijasida diqqatni jamlash qobiliyati va xotira samaradorligida sezilarli o‘zgarishlar kuzatilmoqda. Maqolada onlayn ta’limning shaxsiy, ijtimoiy va texnologik omillarga bog‘liq salbiy ta’sirlari, shu jumladan uzluksiz ekran qarshisida vaqt o‘tkazish, multitasking holati, motivatsiyaning pasayishi va kognitiv yukning ortishi kabi sabablar ko‘rib chiqilgan. Bundan tashqari, maqolada diqqat va xotirani qo‘llab-quvvatlashga qaratilgan pedagogik va psixologik tavsiyalar ham taqdim etilgan. Tadqiqot natijalari onlayn ta’lim jarayonida o‘quv jarayonini optimallashtirish va samaradorligini oshirishga yo‘naltirilgan strategiyalarni ishlab chiqishda ilmiy asos bo‘lib xizmat qiladi.
DOI: 10.5281/zenodo.18722937
title: quercus_subspathulata_spades_02.fasta.gz
DOI: 10.5281/zenodo.18722936
title: quercus_subspathulata_spades_02.fasta.gz
DOI: 10.15151/esrf-dc-2354657697
title: Structural characterization of Thomasclavelia ramosa IgA peptidase (IgAse)

description: Immunoglobulin A (IgA) protects mucosal surfaces against microbial infections. In response, many bacteria have evolved proteases that specifically target this antibody. Among them is the M64 IgA peptidase (IgAse), a ~140 kDa membrane-bound metallopeptidase produced by the gut commensal Thomasclavelia ramosa, which cleaves both IgA1 and IgA2 subclasses. Using small-angle X-ray scattering (SAXS), we characterized its flexibility and domain organization, and through cryo-electron microscopy (cryo-EM), we determined its structure at 2.8 Å resolution.
DOI: 10.34740/kaggle/dsv/14908792
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5525/gla.researchdata.2161
title: The Influence of Single Parameter Changes on Subjective Experience and Ordering Performance of Electrotactile Cues

description: Collected log file data from three experiments on electrotactile feedback, including calibration data, values of self-designed cues from participants and cue sorting data; as well as questionnaire data and qualitative coding with coded text snippets from transcripts.
DOI: 10.5281/zenodo.18722964
title: retama_monosperma_spades_02.fasta.gz
DOI: 10.5281/zenodo.18722963
title: retama_monosperma_spades_02.fasta.gz
DOI: 10.5281/zenodo.18697534
title: Supplementary Documentation – Interpersonal Distance and Alpha-Band ERSP Modulation

description: This repository contains supplementary methodological documentation and derived datasets supporting the manuscript examining alpha-band ERSP modulation as a function of interpersonal distance.

The experimental design included three interpersonal distances (40 cm, 2 m, 4 m) and two eye conditions (eyes closed, eyes open), with Mask and NoMask conditions.

The repository provides:

• Channel rejection and independent component exclusion documentation• Epoch rejection quantification and robustness analyses• Repeated-measures ANOVA results and post hoc power analyses• EEGLAB STUDY-based component clustering methodology• Behavioral control analyses (blink amplitude and reaction time)

All preprocessing thresholds, clustering parameters, and statistical models are fully documented within the repository.

Raw EEG datasets are not included due to file size constraints but are available from the corresponding author upon reasonable request.
DOI: 10.5281/zenodo.18722985
title: rhamphiophis_rostratus_spades_02.fasta.gz
DOI: 10.5281/zenodo.18722984
title: rhamphiophis_rostratus_spades_02.fasta.gz
DOI: 10.13140/rg.2.1.3812.8401
title: جدا شده از درختان گردو در ايران Cytospora شناسايي گونه هاي جنس
DOI: 10.15468/gmp6xx
title: E. Sjöholm's butterfly collection

description: Scientifically organised collection of Finnish butterflies
DOI: 10.25430/researchdata.cab.unipd.it.00001765
title: Adaptive Evolution of Catalase in Antarctic Teleosts: Molecular Evidence of Oxidative Stress Management in an Extreme Environment

description: Data of gene expression of catalase gene in to Antarctic fish.
DOI: 10.6084/m9.figshare.31384480
title: Regime Shifts and Agricultural Divergence in Machinga District, Malawi: A Topological Analysis of Maize Yield Trajectories

description: Agricultural input subsidy programmes (AISPs) are widely implemented across sub-Saharan Africa to enhance smallholder productivity and food security, yet their long-term spatial and distributional impacts remain poorly characterized. We analyze nearly four decades (1986 to 2024) of maize yield data from 11 neighbouring administrative areas in Machinga District, Malawi, using a topological data analysis (TDA) framework to detect structural similarity, regime shifts, and performance divergence without relying on predefined administrative boundaries. Yield trajectories are examined across four historical policy waves namely, Structural Adjustment Programmes (SAPs) and Devaluation, Liberalization and Hunger Crises, Farm Input Subsidy Programme (FISP) Green Revolution, and Climate, Agricultural Finance Constraints, and Fragility (Climate, AFC, and Fragility), while quantile regression captures changes across the lower and upper tails of the yield distribution. Results show that formal administrative categories explain little of the observed similarity in long-term trajectories. Areas from different administrative types often follow closely aligned paths, whereas neighbouring areas of the same type frequently diverge. Simultaneously, the analysis reveals persistent and widening separation between high- and low-performing zones, with initially lagging areas reversing rank during the subsidy era and the productivity gap expanding in successive waves. Divergence elasticity between top and bottom quantiles increases monotonically across policy phases, corroborating the topologically derived regime separation. These findings indicate that maize productivity structure is path dependent, locally heterogeneous, and not well captured by inherited administrative labels, suggesting that future targeting and policy interventions should be guided by empirically derived performance groupings rather than administrative boundaries.
DOI: 10.6084/m9.figshare.31384480.v2
title: Regime Shifts and Agricultural Divergence in Machinga District, Malawi: A Topological Analysis of Maize Yield Trajectories

description: Agricultural input subsidy programmes (AISPs) are widely implemented across sub-Saharan Africa to enhance smallholder productivity and food security, yet their long-term spatial and distributional impacts remain poorly characterized. We analyze nearly four decades (1986 to 2024) of maize yield data from 11 neighbouring administrative areas in Machinga District, Malawi, using a topological data analysis (TDA) framework to detect structural similarity, regime shifts, and performance divergence without relying on predefined administrative boundaries. Yield trajectories are examined across four historical policy waves namely, Structural Adjustment Programmes (SAPs) and Devaluation, Liberalization and Hunger Crises, Farm Input Subsidy Programme (FISP) Green Revolution, and Climate, Agricultural Finance Constraints, and Fragility (Climate, AFC, and Fragility), while quantile regression captures changes across the lower and upper tails of the yield distribution. Results show that formal administrative categories explain little of the observed similarity in long-term trajectories. Areas from different administrative types often follow closely aligned paths, whereas neighbouring areas of the same type frequently diverge. Simultaneously, the analysis reveals persistent and widening separation between high- and low-performing zones, with initially lagging areas reversing rank during the subsidy era and the productivity gap expanding in successive waves. Divergence elasticity between top and bottom quantiles increases monotonically across policy phases, corroborating the topologically derived regime separation. These findings indicate that maize productivity structure is path dependent, locally heterogeneous, and not well captured by inherited administrative labels, suggesting that future targeting and policy interventions should be guided by empirically derived performance groupings rather than administrative boundaries.
DOI: 10.6084/m9.figshare.31384480.v1
title: Regime Shifts and Agricultural Divergence in Machinga District, Malawi:\\ A Topological Analysis of Maize Yield Trajectories

description: Agricultural input subsidy programmes (AISPs) are widely implemented across sub-Saharan Africa to enhance smallholder productivity and food security, yet their long-term spatial and distributional impacts remain poorly characterized. We analyze nearly four decades (1986 to 2024) of maize yield data from 11 neighbouring administrative areas in Machinga District, Malawi, using a topological data analysis (TDA) framework to detect structural similarity, regime shifts, and performance divergence without relying on predefined administrative boundaries. Yield trajectories are examined across four historical policy waves namely, Structural Adjustment Programmes (SAPs) and Devaluation, Liberalization and Hunger Crises, Farm Input Subsidy Programme (FISP) Green Revolution, and Climate, Agricultural Finance Constraints, and Fragility (Climate, AFC, and Fragility), while quantile regression captures changes across the lower and upper tails of the yield distribution. Results show that formal administrative categories explain little of the observed similarity in long-term trajectories. Areas from different administrative types often follow closely aligned paths, whereas neighbouring areas of the same type frequently diverge. Simultaneously, the analysis reveals persistent and widening separation between high- and low-performing zones, with initially lagging areas reversing rank during the subsidy era and the productivity gap expanding in successive waves. Divergence elasticity between top and bottom quantiles increases monotonically across policy phases, corroborating the topologically derived regime separation. These findings indicate that maize productivity structure is path dependent, locally heterogeneous, and not well captured by inherited administrative labels, suggesting that future targeting and policy interventions should be guided by empirically derived performance groupings rather than administrative boundaries.
DOI: 10.15468/dl.s9dk3r
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metlapilcoatlus indomitus"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033768-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18722427
title: Synthetic Reproducibility Package for "Reducing Credential Exposure Risk in UK SMEs: A Design Science Evaluation of Contextual Machine Learning and Compliance Automation"

description: This repository provides a synthetic reproducibility package supporting the machine learning pipeline described in the manuscript:

“Reducing Credential Exposure Risk in UK SMEs: A Design Science Evaluation of Contextual Machine Learning and Compliance Automation.”

The package includes:





Synthetic feature representations




Random Forest model weights and configuration (.joblib)




Feature importance scores




Training and evaluation scripts



The materials enable replication of the computational workflow and evaluation methodology described in the manuscript.

No operational SME-derived data, raw credential artefacts, organisational metadata, or field engagement data are included; all materials are synthetic and provided solely for methodological transparency.
DOI: 10.15468/dl.ur94sh
title: Occurrence Download

description: A dataset containing 17425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Emberiza aureola)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17425 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033769-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18723015
title: "PERFEKSIONIZM VA XAVOTIR DARAJASI: PSIXOLOGIK TADQIQOT"

description: Ushbu maqola perfeksionizm va shaxslarning xavotir darajasi o‘rtasidagi bog‘liqlikni psixologik nuqtai nazardan o‘rganadi. Perfeksionizm shaxsning o‘zini va atrofdagilarni yuqori standartlarga moslashtirishga intilishi bilan tavsiflanadi va ko‘plab tadqiqotlar shuni ko‘rsatadiki, bu xususiyat xavotir darajasini oshiruvchi muhim psixologik omil hisoblanadi. Tadqiqot natijalari shuni ko‘rsatadiki, yuqori darajadagi perfeksionizmga ega shaxslar ko‘pincha ijtimoiy va akademik vaziyatlarda yuqori xavotir darajasiga ega bo‘ladilar, bu esa ularning psixologik salomatligi va ijtimoiy faoliyatiga salbiy ta’sir ko‘rsatadi. Maqolada perfeksionizmning turli komponentlari (mukammallikka intilish, tanqidni qabul qilmaslik, ichki standartlarning yuqoriligi) bilan sub’ektiv xavotir darajasi o‘rtasidagi bog‘liqlik ilmiy asosda tahlil qilinadi. Tadqiqot natijalari psixologik maslahat, stressni boshqarish va shaxslararo munosabatlarni yaxshilash bo‘yicha amaliy tavsiyalarni ishlab chiqishga xizmat qiladi.
DOI: 10.5281/zenodo.18723014
title: "PERFEKSIONIZM VA XAVOTIR DARAJASI: PSIXOLOGIK TADQIQOT"

description: Ushbu maqola perfeksionizm va shaxslarning xavotir darajasi o‘rtasidagi bog‘liqlikni psixologik nuqtai nazardan o‘rganadi. Perfeksionizm shaxsning o‘zini va atrofdagilarni yuqori standartlarga moslashtirishga intilishi bilan tavsiflanadi va ko‘plab tadqiqotlar shuni ko‘rsatadiki, bu xususiyat xavotir darajasini oshiruvchi muhim psixologik omil hisoblanadi. Tadqiqot natijalari shuni ko‘rsatadiki, yuqori darajadagi perfeksionizmga ega shaxslar ko‘pincha ijtimoiy va akademik vaziyatlarda yuqori xavotir darajasiga ega bo‘ladilar, bu esa ularning psixologik salomatligi va ijtimoiy faoliyatiga salbiy ta’sir ko‘rsatadi. Maqolada perfeksionizmning turli komponentlari (mukammallikka intilish, tanqidni qabul qilmaslik, ichki standartlarning yuqoriligi) bilan sub’ektiv xavotir darajasi o‘rtasidagi bog‘liqlik ilmiy asosda tahlil qilinadi. Tadqiqot natijalari psixologik maslahat, stressni boshqarish va shaxslararo munosabatlarni yaxshilash bo‘yicha amaliy tavsiyalarni ishlab chiqishga xizmat qiladi.