cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18329379
title: EKSTREMAL VAZIYATLARDA TALABALAR EMOTSIONAL HOLATINI PSIXODIAGNOSTIKASI VA PSIXOKORREKSIYASI: NAZARIY VA AMALIY YONDASHUVLAR

description: Ushbu maqola ekstremal vaziyatlarda (yuqori bosimli imtihonlar va sessiyalar, pandemiya sharoitidagi masofaviy ta'lim, tabiiy ofatlar, ijtimoiy-iqtisodiy inqirozlar, shaxsiy hayotdagi og'ir voqealar) talabalar emotsional holatini psixodiagnostika va psixokorreksiya qilish masalalariga bag'ishlangan. Maqola nazariy asoslarni keng yoritib, O‘zbekistonlik olimlarning ishlariga asoslanib, mavjud tadqiqot natijalari va amaliy modellarni tahlil qiladi (empirik sinovlar va tajriba guruhlarsiz). Ekstremal vaziyatlarda talabalar orasida tashvish, depressiya, stress va emotsional charchoq darajasi keskin oshib, o‘qish samaradorligi, motivatsiya va ijtimoiy moslashuvga salbiy ta'sir ko‘rsatadi. Psixodiagnostika uchun Spielberger-Xanin metodikalari, Beck depressiya shkalasi, Lüscher rang testi va Taylor bezovtalik shkalasi kabi vositalar tavsiya etiladi. Psixokorreksiya esa autogen trening, kognitiv-xulqiy yondashuv, vizualizatsiya, nafas olish texnikalari, guruhli psixologik yordam va profilaktik choralar orqali amalga oshirilishi mumkin. O‘zbekiston kontekstida bu masalalar ekstremal psixologiya darsliklari, favqulodda holatlardagi psixologik xizmat modellari va aholining turli qatlamlariga (shu jumladan talabalarga) moslashtirilgan yondashuvlar asosida muhokama qilinadi. Maqola oliy ta'lim muassasalarida psixologik profilaktika, yordam tizimini rivojlantirish va talabalar ruhiy salomatligini mustahkamlashga hissa qo‘shishni maqsad qilgan.
DOI: 10.17632/35wyrph72h
title: Immersion-administered lidocaine as an adjuvant to clove essential oil in Nile tilapia: raw data

description: This dataset contains raw data from an immersion anesthesia study in juvenile Nile tilapia (Oreochromis niloticus) assessing clove essential oil (100 µL/L) alone or combined with lidocaine (60 or 80 mg/L). Data includes individual fish metadata (body weight, length, Fulton’s condition factor), anesthesia endpoints (time to vertical loss, time to anesthetic plane, and recovery time), and opercular respiratory rate recorded every 20 s for 180 s during induction and recovery.
DOI: 10.17632/35wyrph72h.1
title: Immersion-administered lidocaine as an adjuvant to clove essential oil in Nile tilapia: raw data

description: This dataset contains raw data from an immersion anesthesia study in juvenile Nile tilapia (Oreochromis niloticus) assessing clove essential oil (100 µL/L) alone or combined with lidocaine (60 or 80 mg/L). Data includes individual fish metadata (body weight, length, Fulton’s condition factor), anesthesia endpoints (time to vertical loss, time to anesthetic plane, and recovery time), and opercular respiratory rate recorded every 20 s for 180 s during induction and recovery.
DOI: 10.17632/fnxh8zfr82
title: Stable neodymium isotopic fractionation during plate subduction: insights from back-arc basin basalts

description: The files include data on major, trace elements, Sr-Nd isotopes, and stable Nd isotopes
DOI: 10.17632/fnxh8zfr82.1
title: Stable neodymium isotopic fractionation during plate subduction: insights from back-arc basin basalts

description: The files include data on major, trace elements, Sr-Nd isotopes, and stable Nd isotopes
DOI: 10.18120/bqjn-rf15
title: ForceFeedback
DOI: 10.17632/xb3n3knjdk
title: Manuscript_Artur_Doctor_DSII

description: Original data from the manuscript titled "Pedogenetic gypsum driven by salinization in alluvial soils of the Jatobá basin, Brazilian semi-arid", submitted to the journal CATENA (Elsevier).
DOI: 10.17632/xb3n3knjdk.1
title: Manuscript_Artur_Doctor_DSII

description: Original data from the manuscript titled "Pedogenetic gypsum driven by salinization in alluvial soils of the Jatobá basin, Brazilian semi-arid", submitted to the journal CATENA (Elsevier).
DOI: 10.17632/k7czf86yjr
title: Identifying predictors of tropical cyclone impacts on coastal agriculture to assess coastal wetland buffering signals

description: Data and code files to support the study titled, "Identifying predictors of tropical cyclone impacts on coastal agriculture to assess coastal wetland buffering signals".
DOI: 10.17632/k7czf86yjr.2
title: Identifying predictors of tropical cyclone impacts on coastal agriculture to assess coastal wetland buffering signals

description: Data and code files to support the study titled, "Identifying predictors of tropical cyclone impacts on coastal agriculture to assess coastal wetland buffering signals".
DOI: 10.17632/nv8d639cv9
title: Seedling pullout data

description: Data for publication on developing an equation to predict forces resisting seedling pullout by river flow. Data include laboratory measurements of pullout forces for simulated roots, field measurements of pullout forces for seedlings, allometric data for field seedlings, and root diameter changes with depth for field seedlings. Details on measurements and metadata are provided in the corresponding publication.
DOI: 10.17632/nv8d639cv9.1
title: Seedling pullout data

description: Data for publication on developing an equation to predict forces resisting seedling pullout by river flow. Data include laboratory measurements of pullout forces for simulated roots, field measurements of pullout forces for seedlings, allometric data for field seedlings, and root diameter changes with depth for field seedlings. Details on measurements and metadata are provided in the corresponding publication.
DOI: 10.17632/xr3pjb52t5
title: Table of OTUs in Different Saline-Alkali Soils After Exposure to Microplastic Pollution at Various Concentrations

description: This OTU table was derived from 16S rRNA high-throughput sequencing of alkaline soil samples contaminated with polyethylene microplastics (PE MPs) across varying salinity-alkalinity gradients. The dataset comprises five salinity-alkalinity levels (S1–S5, in increasing order) and three microplastic treatment levels: CK (0% PE MPs), T1 (1% PE MPs), and T2 (5% PE MPs). Preliminary analysis indicates that following the addition of PE MPs, species richness and diversity indices initially decreased and then increased as salinity-alkalinity levels rose. This table is available for other researchers to conduct Alpha/Beta diversity comparisons, Linear Discriminant Analysis Effect Size (LEfSe) for differential species analysis, and functional gene prediction, aiming to further elucidate the ecological risks of combined pollutants in extreme soil environments.
DOI: 10.17632/xr3pjb52t5.1
title: Table of OTUs in Different Saline-Alkali Soils After Exposure to Microplastic Pollution at Various Concentrations

description: This OTU table was derived from 16S rRNA high-throughput sequencing of alkaline soil samples contaminated with polyethylene microplastics (PE MPs) across varying salinity-alkalinity gradients. The dataset comprises five salinity-alkalinity levels (S1–S5, in increasing order) and three microplastic treatment levels: CK (0% PE MPs), T1 (1% PE MPs), and T2 (5% PE MPs). Preliminary analysis indicates that following the addition of PE MPs, species richness and diversity indices initially decreased and then increased as salinity-alkalinity levels rose. This table is available for other researchers to conduct Alpha/Beta diversity comparisons, Linear Discriminant Analysis Effect Size (LEfSe) for differential species analysis, and functional gene prediction, aiming to further elucidate the ecological risks of combined pollutants in extreme soil environments.
DOI: 10.17632/pbywrb297x
title: IFNγ-Expressing Myeloid Cells Localize within Lipoproteinosis during Pulmonary Alveolar Proteinosis occurring in Still’s Disease

description: Multiplexed imaging data associated with "IFNγ-Expressing Myeloid Cells Localize within Lipoproteinosis during Pulmonary Alveolar Proteinosis occurring in Still’s Disease"
DOI: 10.17632/pbywrb297x.2
title: IFNγ-Expressing Myeloid Cells Localize within Lipoproteinosis during Pulmonary Alveolar Proteinosis occurring in Still’s Disease

description: Multiplexed imaging data associated with "IFNγ-Expressing Myeloid Cells Localize within Lipoproteinosis during Pulmonary Alveolar Proteinosis occurring in Still’s Disease"
DOI: 10.17632/xhs33js3k8
title: High Temperature Dislocation Creep of Hot-pressed Diopside Aggregates under Anhydrous Conditions and the Effect of Oxygen Fugacity

description: This data set comprises raw data for FTIR analysis of diopside aggregates under anhydrous conditions, and raw deformation data of anhydrousdiopside aggregates deformed at confining pressures of ~300 MPa and temperatures of 1423–1523 K in a Paterson gas-medium apparatus. It can be used to investigate the influence of oxygen fugacity on the rheology of diopside aggregates. The results show that oxygen fugacity has limited weakening effect on the rheological behavior of diopside aggregates.
DOI: 10.17632/xhs33js3k8.1
title: High Temperature Dislocation Creep of Hot-pressed Diopside Aggregates under Anhydrous Conditions and the Effect of Oxygen Fugacity

description: This data set comprises raw data for FTIR analysis of diopside aggregates under anhydrous conditions, and raw deformation data of anhydrousdiopside aggregates deformed at confining pressures of ~300 MPa and temperatures of 1423–1523 K in a Paterson gas-medium apparatus. It can be used to investigate the influence of oxygen fugacity on the rheology of diopside aggregates. The results show that oxygen fugacity has limited weakening effect on the rheological behavior of diopside aggregates.
DOI: 10.17632/n9tcjw9kz8
title: How Population Aging and Digital Transformation Reshape Labor Income Share

description: Replication Package for “How Population Aging and Digital Transformation Reshape Labor Income Share? Mechanisms of Firm-Level Substitution and Urban Job Expansion”
DOI: 10.15468/dl.3z5c9a
title: Occurrence Download

description: A dataset containing 3414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus",
 "Year 2000-2026"
 ]
}

 The dataset includes 3414 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002921-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/n9tcjw9kz8.1
title: How Population Aging and Digital Transformation Reshape Labor Income Share

description: Replication Package for “How Population Aging and Digital Transformation Reshape Labor Income Share? Mechanisms of Firm-Level Substitution and Urban Job Expansion”
DOI: 10.17632/wmz26f57wd
title: Powering Time Gains

description: Powering Time Gains: Electricity Reliability
DOI: 10.17632/wmz26f57wd.2
title: Powering Time Gains

description: Powering Time Gains: Electricity Reliability
DOI: 10.15468/dl.bvta7k
title: Occurrence Download

description: A dataset containing 1265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((6.90459 50.83032,6.90178 50.82726,6.90276 50.82091,6.90771 50.81889,6.91608 50.82097,6.92012 50.82402,6.9188 50.82984,6.90995 50.83074,6.90459 50.83032))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1265 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002920-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x3bnb4fhw4
title: PLOM-CON_analysis_Ferroptosis_Inducer_MOA

description: Input and output files for the PLOM-CON analysis, correlation anomaly analysis, graph clustering, and network expansion. 
The codes for graph clustering and network expansion.
DOI: 10.17632/x3bnb4fhw4.5
title: PLOM-CON_analysis_Ferroptosis_Inducer_MOA

description: Input and output files for the PLOM-CON analysis, correlation anomaly analysis, graph clustering, and network expansion. 
The codes for graph clustering and network expansion.
DOI: 10.17632/r3xh8sd764
title: Career Anxiety in the Age of Artificial Intelligence: Survey Data of University Students in Bangladesh

description: Career anxiety has become a significant concern in today’s rapidly evolving job market, particularly in developing countries where employment growth cannot keep pace with the rising number of graduates. The swift progress of artificial intelligence (AI) has further intensified this concern by transforming industries and automating many traditional job roles. This dataset presents results from an online survey conducted at multiple universities in Bangladesh, including Daffodil International University, Jahangirnagar University, American International University Bangladesh, University of Dhaka and Chittagong University of Engineering and Technology. A total of 3,156 students from diverse academic years and departments participated. The survey captures students’ understanding of AI, their usage of AI tools, and the extent to which they perceive AI as a threat to their desired career paths. It also includes self-reported levels of career anxiety and the actions students are taking to prepare for an AI-driven workforce. This dataset offers valuable insights for educators, researchers, and policymakers. It can support curriculum enhancement, aid academic planning, and serve as a comparative benchmark for future studies involving predictive modeling, labor market trends, behavioral analysis, and human–AI collaboration.
DOI: 10.17632/r3xh8sd764.2
title: Career Anxiety in the Age of Artificial Intelligence: Survey Data of University Students in Bangladesh

description: Career anxiety has become a significant concern in today’s rapidly evolving job market, particularly in developing countries where employment growth cannot keep pace with the rising number of graduates. The swift progress of artificial intelligence (AI) has further intensified this concern by transforming industries and automating many traditional job roles. This dataset presents results from an online survey conducted at multiple universities in Bangladesh, including Daffodil International University, Jahangirnagar University, American International University Bangladesh, University of Dhaka and Chittagong University of Engineering and Technology. A total of 3,156 students from diverse academic years and departments participated. The survey captures students’ understanding of AI, their usage of AI tools, and the extent to which they perceive AI as a threat to their desired career paths. It also includes self-reported levels of career anxiety and the actions students are taking to prepare for an AI-driven workforce. This dataset offers valuable insights for educators, researchers, and policymakers. It can support curriculum enhancement, aid academic planning, and serve as a comparative benchmark for future studies involving predictive modeling, labor market trends, behavioral analysis, and human–AI collaboration.
DOI: 10.15468/dl.553688
title: Occurrence Download

description: A dataset containing 1978 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Lithobates catesbeianus [GBIF Backbone Taxonomy])",
 "StateProvince is one of (New Mexico)"
 ]
 }
 ]
}

 The dataset includes 1978 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002919-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/56sfcrzc8v
title: Plateau zokor foraging tunnel disturbance dataset

description: This dataset contains paired measurements from plateau zokor foraging-tunnel and adjacent non-tunnel soils in alpine meadows on the Qinghai–Tibet Plateau (three sites; Aug 2024). It includes plant biomass (AGB, BGB), soil physical/chemical properties (SBD, SWC, pH), nutrient pools and availability (SOC, TC, TN, TP, AP, NH₄⁺–N, NO₃⁻–N), and microbial biomass C, N, P (SMBC, SMBN, SMBP) with C:N:P ratios. It also provides 16S rRNA (V4) and fungal ITS1 sequencing outputs (raw reads/ASVs, taxonomy).
DOI: 10.17632/56sfcrzc8v.1
title: Plateau zokor foraging tunnel disturbance dataset

description: This dataset contains paired measurements from plateau zokor foraging-tunnel and adjacent non-tunnel soils in alpine meadows on the Qinghai–Tibet Plateau (three sites; Aug 2024). It includes plant biomass (AGB, BGB), soil physical/chemical properties (SBD, SWC, pH), nutrient pools and availability (SOC, TC, TN, TP, AP, NH₄⁺–N, NO₃⁻–N), and microbial biomass C, N, P (SMBC, SMBN, SMBP) with C:N:P ratios. It also provides 16S rRNA (V4) and fungal ITS1 sequencing outputs (raw reads/ASVs, taxonomy).
DOI: 10.5281/zenodo.18329338
title: Investigation of different morph wing configurations for the rolling maneuver
DOI: 10.5281/zenodo.18329339
title: Investigation of different morph wing configurations for the rolling maneuver
DOI: 10.17632/k774mt6f6d
title: 1

description: 1
DOI: 10.17632/k774mt6f6d.1
title: 1

description: 1
DOI: 10.17632/tjgh2kj89j
title: Gallium isotope ratios in Mars and 4 Vesta as a result of evaporative loss

description: All parameters required for the calculations presented in this article are provided to facilitate readers’ understanding of the equations and the underlying research logic.
DOI: 10.17632/tjgh2kj89j.3
title: Gallium isotope ratios in Mars and 4 Vesta as a result of evaporative loss

description: All parameters required for the calculations presented in this article are provided to facilitate readers’ understanding of the equations and the underlying research logic.
DOI: 10.15468/dl.nfw32a
title: Occurrence Download

description: A dataset containing 8282 records in GBIF matching the query:
SELECT
 '15' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= -37.42857426825602
 AND decimalLatitude &lt;= -33.06103686093294
 AND decimalLongitude &gt;= 116.8884474107165
 AND decimalLongitude &lt;= 126.64106794692027
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 8282 records were derived from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002911-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hnhcjys72x
title: Data on tree species growth, understory plant diversity, and soil nutrients
DOI: 10.17632/hnhcjys72x.1
title: Data on tree species growth, understory plant diversity, and soil nutrients
DOI: 10.15468/dl.4fynf6
title: Occurrence Download

description: A dataset containing 1252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "DatasetKey is one of (The Aquatic Ecological Survey of Regular Monitoring Stations at the Rivers Administered by the Central Government of Taiwan, iNaturalist Research-grade Observations)",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreochromis niloticus",
 "Year 2023-2026"
 ]
}

 The dataset includes 1252 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002923-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k64qrf
title: Occurrence Download

description: A dataset containing 2833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.158 44.47699,0.21075 44.47699,0.21075 44.51046,0.158 44.51046,0.158 44.47699))",
 "OccurrenceStatus is Present",
 "Year 1000-2026"
 ]
}

 The dataset includes 2833 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suhzms
title: Occurrence Download

description: A dataset containing 3037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is one of (FRA.11_1, FRA.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Margaritifera margaritifera, Margaritifera margaritifera margaritifera, Margaritifera margaritifera)",
 "Year 2000-2026"
 ]
}

 The dataset includes 3037 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002924-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fpgj9sgrck
title: SWF dataset: a specialized dataset for small water bodies using multispectral remote sensing imagery

description: The specialized SWFdataset for small water bodies using multispectral remote sensing imagery. This dataset was constructed using WorldView-2 satellite imagery (0.5 m resolution) covering Xiangtan County, Hunan Province, China, acquired in 2021.
DOI: 10.17632/fpgj9sgrck.1
title: SWF dataset: a specialized dataset for small water bodies using multispectral remote sensing imagery

description: The specialized SWFdataset for small water bodies using multispectral remote sensing imagery. This dataset was constructed using WorldView-2 satellite imagery (0.5 m resolution) covering Xiangtan County, Hunan Province, China, acquired in 2021.
DOI: 10.17632/kz7xv94dw4
title: NuMA promotes constitutive heterochromatin compaction by stabilizing linker histone H1 on chromatin

description: Original data of the study "NuMA promotes constitutive heterochromatin compaction by stabilizing linker histone H1 on chromatin".
DOI: 10.17632/kz7xv94dw4.1
title: NuMA promotes constitutive heterochromatin compaction by stabilizing linker histone H1 on chromatin

description: Original data of the study "NuMA promotes constitutive heterochromatin compaction by stabilizing linker histone H1 on chromatin".
DOI: 10.5281/zenodo.18329410
title: ELEKTROTEXNIKA VA ELEKTRONIKA FANINING SHAKLLANISHI VA TARAQQIYOT BOSQICHLARI

description: Mazkur tezis elektrotexnika va elektronika fanlarining vujudga kelishi hamda rivojlanish bosqichlarini yoritishga bag‘ishlangan. Elektr va magnit hodisalari asosida ushbu fanlarning shakllanishi, mashhur olimlarning ilmiy kashfiyotlari hamda elektrotexnika va elektronikaning mustaqil fan sifatida rivoji tahlil qilinadi. Shuningdek, zamonaviy texnologiyalar rivojida ushbu fanlarning tutgan o‘rni va ahamiyati ko‘rsatib beriladi.
DOI: 10.5281/zenodo.18329411
title: ELEKTROTEXNIKA VA ELEKTRONIKA FANINING SHAKLLANISHI VA TARAQQIYOT BOSQICHLARI

description: Mazkur tezis elektrotexnika va elektronika fanlarining vujudga kelishi hamda rivojlanish bosqichlarini yoritishga bag‘ishlangan. Elektr va magnit hodisalari asosida ushbu fanlarning shakllanishi, mashhur olimlarning ilmiy kashfiyotlari hamda elektrotexnika va elektronikaning mustaqil fan sifatida rivoji tahlil qilinadi. Shuningdek, zamonaviy texnologiyalar rivojida ushbu fanlarning tutgan o‘rni va ahamiyati ko‘rsatib beriladi.
DOI: 10.5281/zenodo.18329255
title: Machine Learning Competition Instructions From Three Popular Machine Learning Competition Platforms

description: This data contains the instructions for several machine learning competitions from three different competition platforms. This data was collected using web scraping.