cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18365591
title: ZAIF ESHITUVCHI OʻQUVCHILARNI NUTQIY SIFATLARINING RIVOJLANISH XUSUSIYATLARI

description: Ushbu maqolada zaif eshituvchi oʻquvchilarni kognetiv va nutqiy malakasini rivojlantirish xususiyatlari va eshitishidanuqsoni bo’lgan bolalarda og’zaki va yozma nutq shakllanishi bo‘yicha horijda olib borilayotgan ilmiy izlanishlar borasidagi fikrlar yoritilgan.
DOI: 10.15468/dl.wp5n8e
title: Occurrence Download

description: A dataset containing 5831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (China, Japan, Chinese Taipei, Korea, Republic of, Nepal, India, Bhutan)",
 "Geometry POLYGON((76.01719 32.40621,74.65051 29.24342,77.58412 24.58417,105.2627 20.2559,114.0851 20.66574,122.63049 20.96937,122.42505 25.93435,123.2126 27.37248,126.60248 25.52346,131.04865 25.62159,141.65861 32.16918,141.61082 42.06225,126.58339 36.14736,114.63073 35.03338,108.57913 33.73876,102.58776 33.28714,91.25154 32.10513,76.01719 32.40621))",
 "TaxonKey is Quercus glauca"
 ]
}

 The dataset includes 5831 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010512-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18359450
title: FengYun-3E/HIRAS-II FYLeoAIR NH3 retrievals from January 2023 to December 2024

description: This dataset contains tropospheric ammonia retrieval data observed by the Hyperspectral Infrared Atmospheric Sounder-II on board China’s FengYun-3E satellite, which was launched in 2021. The datasets include NH3 column estimates, the uncertainty, and the column averaging kernel (AVK) information. The dataset features a spatial resolution of 14 km and provides two global observations daily, acquired at dawn (~05:30 local solar time) and dusk (~17:30 local solar time), respectively. Pre-filtering has been applied to guarantee high data quality. Prior to using this dataset, please reach out to Zhao-Cheng Zeng (zczeng@pku.edu.cn) or Jiancong Hua (huajc@stu.pku.edu.cn) for more detailed information. A Python code for reading and plotting the data is also available.

Please visit project website for updates: https://fengyunair.github.io/
DOI: 10.5281/zenodo.18359451
title: FengYun-3E/HIRAS-II FYLeoAIR NH3 retrievals from January 2023 to December 2024

description: This dataset contains tropospheric ammonia retrieval data observed by the Hyperspectral Infrared Atmospheric Sounder-II on board China’s FengYun-3E satellite, which was launched in 2021. The datasets include NH3 column estimates, the uncertainty, and the column averaging kernel (AVK) information. The dataset features a spatial resolution of 14 km and provides two global observations daily, acquired at dawn (~05:30 local solar time) and dusk (~17:30 local solar time), respectively. Pre-filtering has been applied to guarantee high data quality. Prior to using this dataset, please reach out to Zhao-Cheng Zeng (zczeng@pku.edu.cn) or Jiancong Hua (huajc@stu.pku.edu.cn) for more detailed information. A Python code for reading and plotting the data is also available.

Please visit project website for updates: https://fengyunair.github.io/
DOI: 10.57967/hf/7642
title: crisis-response-training
DOI: 10.5281/zenodo.18365496
title: All the other data needed to evaluate the conclusions of the study 'Iron-catalyzed active lipid peroxides drive ultrafast collective cell death in blooming algae' (Under Review)
DOI: 10.21227/4bt8-4k76
title: "Gaussian Processes as an Automation-Friendly Problem Representation for Single-Objective Black-Box Optimisation"

description: "The provided repository contains code supporting the accompanying manuscript, entitled: \u201cGaussian Processes as an Automation-Friendly Problem Representation for Single-Objective Black-Box Optimisation\u201d.  "
DOI: 10.5281/zenodo.18361815
title: Multispectral Crop–Weed Segmentation Patches

description: This dataset provides a modified, patch-based version of the WeedsGalore dataset for crop–weed semantic segmentation using UAV multispectral imagery.

The dataset consists of 224×224 image patches extracted from UAV acquisitions and includes RGB, near-infrared (NIR), and red-edge (RE) spectral bands, as well as five vegetation indices: NDVI, EVI, MSAVI, NDRE, and GNDVI. All spectral bands and indices are stored as single-channel grayscale images encoded as int32. Pixel-wise segmentation masks are provided as single-channel grayscale images (int8) with three classes: background (0), crop (1), and weed (2).

To improve model robustness, data augmentation was applied to the training set only, including horizontal and vertical flipping, rotations of 90°, 180°, and 270°, and random zoom-in and zoom-out within ±20%. Validation and test samples were not augmented to prevent data leakage.

This dataset is derived from the original WeedsGalore dataset (Celikkan et al., WACV 2025), which is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. The modified dataset is distributed under the same license and requires appropriate attribution to the original authors.

The dataset is associated with the article:“Multispectral Feature Decomposition via Dual-Branch CNN–Transformer U-Net for Crop–Weed Semantic Segmentation”.
DOI: 10.5281/zenodo.18361816
title: Multispectral Crop–Weed Segmentation Patches

description: This dataset provides a modified, patch-based version of the WeedsGalore dataset for crop–weed semantic segmentation using UAV multispectral imagery.

The dataset consists of 224×224 image patches extracted from UAV acquisitions and includes RGB, near-infrared (NIR), and red-edge (RE) spectral bands, as well as five vegetation indices: NDVI, EVI, MSAVI, NDRE, and GNDVI. All spectral bands and indices are stored as single-channel grayscale images encoded as int32. Pixel-wise segmentation masks are provided as single-channel grayscale images (int8) with three classes: background (0), crop (1), and weed (2).

To improve model robustness, data augmentation was applied to the training set only, including horizontal and vertical flipping, rotations of 90°, 180°, and 270°, and random zoom-in and zoom-out within ±20%. Validation and test samples were not augmented to prevent data leakage.

This dataset is derived from the original WeedsGalore dataset (Celikkan et al., WACV 2025), which is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. The modified dataset is distributed under the same license and requires appropriate attribution to the original authors.

The dataset is associated with the article:“Multispectral Feature Decomposition via Dual-Branch CNN–Transformer U-Net for Crop–Weed Semantic Segmentation”.
DOI: 10.5281/zenodo.18365588
title: PROFESSIONAL TRANSLATORS AND TRANSLATION TECHNOLOGY

description: Today, we are fully conscious of the significant role technology plays in both our personal and professional lives, as this has always been its primary purpose and continues to drive its evolution. This article opens with a brief examination of the relevance of translation technology across different domains of contemporary society, emphasizing the factors that contributed to its emergence and growth. It then provides a general overview of the tools made available by this technology, ranging from machine translation to computer-assisted translation, clarifying what is regarded as the core component of CAT, namely translation memory (TM). In the final section, the article analyzes the advantages and disadvantages of these technological tools from the perspective of professional translators. It concludes that, on the one hand, translators must increasingly adopt these tools to remain competitive in the translation process, while on the other hand, companies developing such technologies should place greater emphasis on translation quality and on the active participation of professional translators in tool development. Strengthening communication between these two parties should represent the next major challenge for technology providers.
DOI: 10.5281/zenodo.18365589
title: PROFESSIONAL TRANSLATORS AND TRANSLATION TECHNOLOGY

description: Today, we are fully conscious of the significant role technology plays in both our personal and professional lives, as this has always been its primary purpose and continues to drive its evolution. This article opens with a brief examination of the relevance of translation technology across different domains of contemporary society, emphasizing the factors that contributed to its emergence and growth. It then provides a general overview of the tools made available by this technology, ranging from machine translation to computer-assisted translation, clarifying what is regarded as the core component of CAT, namely translation memory (TM). In the final section, the article analyzes the advantages and disadvantages of these technological tools from the perspective of professional translators. It concludes that, on the one hand, translators must increasingly adopt these tools to remain competitive in the translation process, while on the other hand, companies developing such technologies should place greater emphasis on translation quality and on the active participation of professional translators in tool development. Strengthening communication between these two parties should represent the next major challenge for technology providers.
DOI: 10.15468/dl.tvpdjq
title: Occurrence Download

description: A dataset containing 1529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinaropappus roseus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1529 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010513-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18365594
title: ESHITISHDA NUQSONI BOR INSONLARNING HUQUQLARI

description: Ushbu maqolada eshitishida nuqsoni bo‘lgan shaxslarning ta’lim, axborot, muloqot, mehnat, tibbiy xizmat va ijtimoiy hayotda teng huquqlarini ta’minlashga doir masalalar yoritilgan. Maqolada O‘zbekiston Respublikasining normativ-huquqiy hujjatlari, BMTning Nogironlar huquqlari to‘g‘risidagi konvensiyasi hamda inklyuziv jamiyat qurish bo‘yicha davlat siyosati asosiy tahlil manbalari sifatida qo‘llangan. Shuningdek, eshitishida nuqsoni bo‘lgan shaxslar uchun yaratilayotgan imkoniyatlar, surdotarjimonlik, maxsus pedagogika va kommunikatsiya vositalarining roli batafsil ko‘rib chiqiladi.
DOI: 10.5281/zenodo.18365595
title: ESHITISHDA NUQSONI BOR INSONLARNING HUQUQLARI

description: Ushbu maqolada eshitishida nuqsoni bo‘lgan shaxslarning ta’lim, axborot, muloqot, mehnat, tibbiy xizmat va ijtimoiy hayotda teng huquqlarini ta’minlashga doir masalalar yoritilgan. Maqolada O‘zbekiston Respublikasining normativ-huquqiy hujjatlari, BMTning Nogironlar huquqlari to‘g‘risidagi konvensiyasi hamda inklyuziv jamiyat qurish bo‘yicha davlat siyosati asosiy tahlil manbalari sifatida qo‘llangan. Shuningdek, eshitishida nuqsoni bo‘lgan shaxslar uchun yaratilayotgan imkoniyatlar, surdotarjimonlik, maxsus pedagogika va kommunikatsiya vositalarining roli batafsil ko‘rib chiqiladi.
DOI: 10.15468/dl.3ppsmj
title: Occurrence Download

description: A dataset containing 3204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peracarpa"
 ]
}

 The dataset includes 3204 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010514-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dnkxz
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piptocarpha rotundifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1126 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010515-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18358381
title: Metabolism data for manuscript: Microbial Communities, Volatile Flavor Profiles and Metabolomic Characteristics during Traditional Hakka Huangjiu Fermentation

description: This dataset is part of raw materials for manuscript: Microbial Communities, Volatile Flavor Profiles and Metabolomic Characteristics during Traditional Hakka Huangjiu Fermentation, contains LC-MS raw data.

 

This dataset will be used for other manuscripts in the future.
DOI: 10.5281/zenodo.18358382
title: Metabolism data for manuscript: Microbial Communities, Volatile Flavor Profiles and Metabolomic Characteristics during Traditional Hakka Huangjiu Fermentation

description: This dataset is part of raw materials for manuscript: Microbial Communities, Volatile Flavor Profiles and Metabolomic Characteristics during Traditional Hakka Huangjiu Fermentation, contains LC-MS raw data.

 

This dataset will be used for other manuscripts in the future.
DOI: 10.5281/zenodo.18365609
title: EPIDEMIOLOGICAL ASSESSMENT OF ENTEROBIASIS PREVALENCE IN KARAKALPAKSTAN AND DEVELOPMENT OF PRIORITY PREVENTION STRATEGIES.

description: This article analyzes the patterns of enterobiasis distribution on a global scale, with a specific focus on the Republic of Karakalpakstan (Uzbekistan). The etiology of the disease, transmission routes, and key epidemiological factors are examined. Observations conducted in Karakalpakstan indicate a relatively high incidence rate among children. The findings suggest that the elevated infection rate is associated with poor sanitary and hygienic conditions, as well as limited access to healthcare services. The article offers practical value for the development of preventive measures against this infection.
DOI: 10.5281/zenodo.18365610
title: EPIDEMIOLOGICAL ASSESSMENT OF ENTEROBIASIS PREVALENCE IN KARAKALPAKSTAN AND DEVELOPMENT OF PRIORITY PREVENTION STRATEGIES.

description: This article analyzes the patterns of enterobiasis distribution on a global scale, with a specific focus on the Republic of Karakalpakstan (Uzbekistan). The etiology of the disease, transmission routes, and key epidemiological factors are examined. Observations conducted in Karakalpakstan indicate a relatively high incidence rate among children. The findings suggest that the elevated infection rate is associated with poor sanitary and hygienic conditions, as well as limited access to healthcare services. The article offers practical value for the development of preventive measures against this infection.
DOI: 10.15468/dl.z5f994
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piptocoma antillana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 32 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010516-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18365619
title: KOXLEAR IMPLANTINING IJOBIY VA SALBIY TOMONLARI

description: Mazkur maqolada koxlear implantining afzalliklari va kamchiliklari haqida so’z yuritiladi. Eshitish qobiliyati yo’qolgan insonlar uchun koxlear implanti hayot sifatini yaxshilash o’rni, shuningdek uning ijtimoiy, psixolagik va texnik jixatdan yuzaga keltiradigan muammolarini taxlil qiladi. Maqolada salbiy va ijobiy tomonlari ko’rib chiqiladi.
DOI: 10.5281/zenodo.18365618
title: KOXLEAR IMPLANTINING IJOBIY VA SALBIY TOMONLARI

description: Mazkur maqolada koxlear implantining afzalliklari va kamchiliklari haqida so’z yuritiladi. Eshitish qobiliyati yo’qolgan insonlar uchun koxlear implanti hayot sifatini yaxshilash o’rni, shuningdek uning ijtimoiy, psixolagik va texnik jixatdan yuzaga keltiradigan muammolarini taxlil qiladi. Maqolada salbiy va ijobiy tomonlari ko’rib chiqiladi.
DOI: 10.34740/kaggle/dsv/14610303
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.rj98xf
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "OccurrenceStatus is Present",
 "TaxonKey is Euroscaptor"
 ]
}

 The dataset includes 68 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010517-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18365629
title: KIMYO DARSLARIDA VAQTNI BOSHQARISH (TIME-MANAGEMENT) KO'NIKMALARINI SHAKLLANTIRISH METODIKASI

description: Mazkur maqolada umumta’lim maktablarining 7–11-sinflarida kimyo fanini o‘qitish jarayonida vaqtni samarali boshqarish ko‘nikmalarini shakllantirish metodikasi yoritilgan. Tadqiqotda kimyo darslarining tuzilishi, o‘quvchilarning yosh va psixologik xususiyatlari, fan mazmunining murakkablik darajasi hisobga olingan holda vaqtni rejalashtirish, taqsimlash va nazorat qilishga qaratilgan metodik yondashuvlar ishlab chiqildi. Taklif etilgan metodika dars samaradorligini oshirish, o‘quvchilarning mustaqil ishlash malakalarini rivojlantirish hamda Davlat ta’lim standartlari talablariga mos kompetensiyalarni shakllantirishga xizmat qiladi.
DOI: 10.5281/zenodo.18365628
title: KIMYO DARSLARIDA VAQTNI BOSHQARISH (TIME-MANAGEMENT) KO'NIKMALARINI SHAKLLANTIRISH METODIKASI

description: Mazkur maqolada umumta’lim maktablarining 7–11-sinflarida kimyo fanini o‘qitish jarayonida vaqtni samarali boshqarish ko‘nikmalarini shakllantirish metodikasi yoritilgan. Tadqiqotda kimyo darslarining tuzilishi, o‘quvchilarning yosh va psixologik xususiyatlari, fan mazmunining murakkablik darajasi hisobga olingan holda vaqtni rejalashtirish, taqsimlash va nazorat qilishga qaratilgan metodik yondashuvlar ishlab chiqildi. Taklif etilgan metodika dars samaradorligini oshirish, o‘quvchilarning mustaqil ishlash malakalarini rivojlantirish hamda Davlat ta’lim standartlari talablariga mos kompetensiyalarni shakllantirishga xizmat qiladi.
DOI: 10.15468/dl.yhgzn2
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithocarpa pulchella",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 257 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010518-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18365606
title: GWAS data of immune-mediated necrotizing myopathy constructed by genomic structural equation model
DOI: 10.5281/zenodo.18365607
title: GWAS data of immune-mediated necrotizing myopathy constructed by genomic structural equation model
DOI: 10.5281/zenodo.18365632
title: THE IMPACT OF LIFESTYLE MODIFICATION ON HYPERTENSION MANAGEMENT IN PATIENTS WITH CARDIOVASCULAR RISK

description: x
DOI: 10.5281/zenodo.18365633
title: THE IMPACT OF LIFESTYLE MODIFICATION ON HYPERTENSION MANAGEMENT IN PATIENTS WITH CARDIOVASCULAR RISK

description: x
DOI: 10.5281/zenodo.18365635
title: G'ARB NOTIQLARI

description: Ushbu akademik maqola G‘arb notiqligining antik davrlardan to zamonaviy kunlargacha bo‘lgan rivojlanish bosqichlarini, uning asosiy nazariy konsepsiyalarini va jamiyatga ta’sirini atroflicha o‘rganadi. Maqolada Yunoniston va Rim an’analaridagi ritorika fanining shakllanishi, Arastu, Platon, Sitseron va Kvintilian kabi mutafakkirlarning hissasi tahlil qilinadi. Shuningdek, o‘rta asrlar, Uyg‘onish va Ma’rifat davrlarida notiqlikning o‘zgarishlari, diniy, siyosiy va huquqiy kontekstlardagi o‘rni ko‘rib chiqiladi. Zamonaviy notiqlikning siyosat, madaniyat va ommaviy axborot vositalari ta’siri ostida qanday transformatsiyaga uchragani baholanadi. Maqola G‘arb notiqligining doimiy evolyutsiyasini, uning intellektual va amaliy ahamiyatini ko‘rsatib, kelajakdagi istiqbollariga doir mulohazalarni ilgari suradi.
DOI: 10.5281/zenodo.18365636
title: G'ARB NOTIQLARI

description: Ushbu akademik maqola G‘arb notiqligining antik davrlardan to zamonaviy kunlargacha bo‘lgan rivojlanish bosqichlarini, uning asosiy nazariy konsepsiyalarini va jamiyatga ta’sirini atroflicha o‘rganadi. Maqolada Yunoniston va Rim an’analaridagi ritorika fanining shakllanishi, Arastu, Platon, Sitseron va Kvintilian kabi mutafakkirlarning hissasi tahlil qilinadi. Shuningdek, o‘rta asrlar, Uyg‘onish va Ma’rifat davrlarida notiqlikning o‘zgarishlari, diniy, siyosiy va huquqiy kontekstlardagi o‘rni ko‘rib chiqiladi. Zamonaviy notiqlikning siyosat, madaniyat va ommaviy axborot vositalari ta’siri ostida qanday transformatsiyaga uchragani baholanadi. Maqola G‘arb notiqligining doimiy evolyutsiyasini, uning intellektual va amaliy ahamiyatini ko‘rsatib, kelajakdagi istiqbollariga doir mulohazalarni ilgari suradi.
DOI: 10.15468/dl.m8fe5j
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pityopsis ruthii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010519-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18365645
title: WESTERN SPEAKERS

description: This academic article thoroughly examines the developmental stages of Western rhetoric from antiquity to modern times, its core theoretical concepts, and its societal impact. It analyzes the formation of rhetoric in Greek and Roman traditions, highlighting contributions from thinkers like Aristotle, Plato, Cicero, and Quintilian. The article also reviews the transformations of rhetoric during the Middle Ages, Renaissance, and Enlightenment, and its role in religious, political, and legal contexts. It assesses how modern rhetoric has been reshaped by politics, culture, and mass media. The paper illustrates the continuous evolution of Western rhetoric, its intellectual and practical significance, and offers reflections on its future prospects.
DOI: 10.5281/zenodo.18365646
title: WESTERN SPEAKERS

description: This academic article thoroughly examines the developmental stages of Western rhetoric from antiquity to modern times, its core theoretical concepts, and its societal impact. It analyzes the formation of rhetoric in Greek and Roman traditions, highlighting contributions from thinkers like Aristotle, Plato, Cicero, and Quintilian. The article also reviews the transformations of rhetoric during the Middle Ages, Renaissance, and Enlightenment, and its role in religious, political, and legal contexts. It assesses how modern rhetoric has been reshaped by politics, culture, and mass media. The paper illustrates the continuous evolution of Western rhetoric, its intellectual and practical significance, and offers reflections on its future prospects.