cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18600111
title: O'RTA OSIYO KO'CHMANCHI XALQLARINING QADIMGI VA ILK O'RTA ASRLARDA HARBIY ISHI TARIXI

description: Ushbu tezis qadimgi va ilk o‘rta asrlarda O‘rta Osiyo hududida yashagan ko‘chmanchi xalqlarning harbiy ishi tarixini yoritishga bag‘ishlangan. Unda ko‘chmanchi jamiyatlarning harbiy tashkiloti, otliq qo‘shinlarga asoslangan jangovar tizimi, qurollanish xususiyatlari hamda manevrli jang taktikalarining shakllanishi tahlil qilinadi. Tezis materiallari mintaqaning harbiy-siyosiy tarixini o‘rganishda muhim ilmiy ahamiyatga ega bo‘lib, ko‘chmanchi xalqlarning harbiy tajribasi va uning tarixiy jarayonlarga ta’sirini umumlashtirishga xizmat qiladi.
DOI: 10.5281/zenodo.18600110
title: O'RTA OSIYO KO'CHMANCHI XALQLARINING QADIMGI VA ILK O'RTA ASRLARDA HARBIY ISHI TARIXI

description: Ushbu tezis qadimgi va ilk o‘rta asrlarda O‘rta Osiyo hududida yashagan ko‘chmanchi xalqlarning harbiy ishi tarixini yoritishga bag‘ishlangan. Unda ko‘chmanchi jamiyatlarning harbiy tashkiloti, otliq qo‘shinlarga asoslangan jangovar tizimi, qurollanish xususiyatlari hamda manevrli jang taktikalarining shakllanishi tahlil qilinadi. Tezis materiallari mintaqaning harbiy-siyosiy tarixini o‘rganishda muhim ilmiy ahamiyatga ega bo‘lib, ko‘chmanchi xalqlarning harbiy tajribasi va uning tarixiy jarayonlarga ta’sirini umumlashtirishga xizmat qiladi.
DOI: 10.15468/dl.9ytwre
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa argus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-25 35, 50 35, 50 75, -25 75, -25 35))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006133-260208012135463/datasets/export for details.
DOI: 10.25810/qt7k-6r09
title: Swedish Newspaper Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 74 sources (across newspapers, radio and TV) in 38 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/index.html. These data include Excel (.xlsx), CSV (.csv), and plain-text README files (.txt).
DOI: 10.20383/101.0139
title: An ensemble of 500 time series of weekly flows from 1600-2001 for the four sub-basins of the Saskatchewan River Basin generated through disaggregating tree-ring reconstructed flow.

description: Biennial flow reconstructions generated through multiple linear regression relationships between flow and tree-ring chronologies extending from 1600–2001 were disaggregated to weekly by identifying two-year periods in the naturalised reference flow broadly similar to that of the reconstructed flow. The weekly flow distribution of the identified naturalised reference flow period was used to construct the weekly flow. Scaling methods were used to re-introduce some of the variability in yearly flows lost during the disaggregation process. The flow data produced were verified to have broadly retained the variability and persistence of the reference flows. An ensemble of 500 flow time series for each sub-basin was generated to represent the high uncertainty inherent in the statistical relationships and disaggregation method. **Please note: This dataset is linked to an ESSD paper at https://doi.org/10.5194/essd-12-231-2020.  The authors kindly request that you reference this paper in addition to the dataset.
DOI: 10.5281/zenodo.14228043
title: X-ray Computed Tomography data set of UD 650 glass fiber composite

description: This is the data set containing the X-CT scan of fiber UD650. The Python script UD_TURB0_CST2025.ipynb contains the segmentation process and prepares for creating a finite element (FE) mesh.  

The zip file of DREAM3D contains the installation file. One needs to install it into the WSL-Linux environment to execute the latter part of permeability extraction linked to the GitHub repository PermXCT https://github.com/debampl/PermXCT.git.

The zip file dxchange contains the Python module to load the .txm scan data into the Python notebook for further processing. One needs to install dxchnage in the present Python environment. It may ask to install the olefile to run the "UD_TURB0_CST2025.ipynb" notebook.

The FE mesh is created from voxel-based information from the XCT scan using the REAM3D pipeline.

 

A comprehensive development and validation of the model are presented in the following paper:

Software development:Adhikari, Debabrata, Jesper John Lisegaard, Jesper Henri Hattel, and Sankhya Mohanty. "PermXCT: A novel framework for imaging-based virtual permeability prediction." SoftwareX 33 (2026): 102529.

Research interest and application:Adhikari, Debabrata, Jesper John Lisegaard, Robert S. Pierce, Lars Pilgaard Mikkelsen, Jesper Henri Hattel, and Sankhya Mohanty. "Meso-scale permeability prediction from the multi-block 3D reconstruction of fiber reinforced polymer composite with experimental validation." Composites Science and Technology (2025): 111290.
DOI: 10.5281/zenodo.14228042
title: X-ray Computed Tomography data set of UD 650 glass fiber composite

description: This is the data set containing the X-CT scan of fiber UD650. The Python script UD_TURB0_CST2025.ipynb contains the segmentation process and prepares for creating a finite element (FE) mesh.  

The zip file of DREAM3D contains the installation file. One needs to install it into the WSL-Linux environment to execute the latter part of permeability extraction linked to the GitHub repository PermXCT https://github.com/debampl/PermXCT.git.

The zip file dxchange contains the Python module to load the .txm scan data into the Python notebook for further processing. One needs to install dxchnage in the present Python environment. It may ask to install the olefile to run the "UD_TURB0_CST2025.ipynb" notebook.

The FE mesh is created from voxel-based information from the XCT scan using the REAM3D pipeline.

 

A comprehensive development and validation of the model are presented in the following paper:

Software development:Adhikari, Debabrata, Jesper John Lisegaard, Jesper Henri Hattel, and Sankhya Mohanty. "PermXCT: A novel framework for imaging-based virtual permeability prediction." SoftwareX 33 (2026): 102529.

Research interest and application:Adhikari, Debabrata, Jesper John Lisegaard, Robert S. Pierce, Lars Pilgaard Mikkelsen, Jesper Henri Hattel, and Sankhya Mohanty. "Meso-scale permeability prediction from the multi-block 3D reconstruction of fiber reinforced polymer composite with experimental validation." Composites Science and Technology (2025): 111290.
DOI: 10.5281/zenodo.18599916
title: LLM-parameterized simulated wearable data for seizure risk monitoring

description: This dataset provides entirely synthetic multimodal wearable physiological time-series data derived from a methodological study on seizure risk monitoring. The data were generated utilizing a simulation-based pipeline that blends LLM-parameterized patient profiles with a stochastic time-series generator. The LLM is only utilized to generate limited physiological parameters; all wearable signals are produced by a deterministic simulator.

The collection contains roughly 98 hours of 1 Hz data from five simulated patients, which includes heart rate (HR), electrodermal activity (EDA), skin temperature (TEMP), and step rate. Data are provided as CSV files for each patient, with no temporal grouping or filtering. Binary seizure-risk labels are not explicitly kept; instead, they are calculated during downstream analysis using rule-based thresholding applied to physiological inputs, as described in the code.

The dataset is designed for use in seizure risk monitoring, wearable health analytics, reinforcement learning, federated learning, rare-event detection, and class-imbalanced time-series analysis.
DOI: 10.5281/zenodo.18599917
title: LLM-parameterized simulated wearable data for seizure risk monitoring

description: This dataset provides entirely synthetic multimodal wearable physiological time-series data derived from a methodological study on seizure risk monitoring. The data were generated utilizing a simulation-based pipeline that blends LLM-parameterized patient profiles with a stochastic time-series generator. The LLM is only utilized to generate limited physiological parameters; all wearable signals are produced by a deterministic simulator.

The collection contains roughly 98 hours of 1 Hz data from five simulated patients, which includes heart rate (HR), electrodermal activity (EDA), skin temperature (TEMP), and step rate. Data are provided as CSV files for each patient, with no temporal grouping or filtering. Binary seizure-risk labels are not explicitly kept; instead, they are calculated during downstream analysis using rule-based thresholding applied to physiological inputs, as described in the code.

The dataset is designed for use in seizure risk monitoring, wearable health analytics, reinforcement learning, federated learning, rare-event detection, and class-imbalanced time-series analysis.
DOI: 10.5281/zenodo.18600140
title: MAHMUDXO'JA BEHBUDIYNING JADIDCHILIK FAOLIYATI

description: Mazkur tezis Turkiston jadidchiligining yirik namoyondasi, Mahmudxo‘ja Behbudiyning Turkiston jadidchilik faoliyatiga qaratilgan. Mahmudxo‘ja Behubdiy shaxsiyati va uning Turkiston taraqqiyparvarlari qatoridagi ilmiy va adabiy xizmatini tahlil qilingan. Shuningdek tezisda Behbudiy asarlaridagi asosiy g‘oyalari va Turkistondagi siyosiy faoliyati ham talqin etilgan
DOI: 10.5281/zenodo.18600141
title: MAHMUDXO'JA BEHBUDIYNING JADIDCHILIK FAOLIYATI

description: Mazkur tezis Turkiston jadidchiligining yirik namoyondasi, Mahmudxo‘ja Behbudiyning Turkiston jadidchilik faoliyatiga qaratilgan. Mahmudxo‘ja Behubdiy shaxsiyati va uning Turkiston taraqqiyparvarlari qatoridagi ilmiy va adabiy xizmatini tahlil qilingan. Shuningdek tezisda Behbudiy asarlaridagi asosiy g‘oyalari va Turkistondagi siyosiy faoliyati ham talqin etilgan
DOI: 10.15468/dl.py46mh
title: Occurrence Download

description: A dataset containing 18590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Empidonax atriceps"
 ]
}

 The dataset includes 18590 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006134-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/qt7k-6r09.82
title: Swedish Newspaper Coverage of Climate Change or Global Warming, 2000-2026 - January 2026

description: The Media and Climate Change Observatory Data monitors 131 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5255/ukda-sn-858281
title: Public Authority and the Governance of Informal Cross-Border Trade in Eastern DRC, 2023

description: This dataset contains qualitative interview data collected as part of the research project Public Authority and the Governance of Informal Cross-Border Trade in Eastern Democratic Republic of Congo (PAGICBT).

The data consist of anonymised semi-structured interviews with small-scale cross-border traders (predominantly women), representatives of cross-border traders’ associations, border and customs officials, and development actors operating along the DRC–Rwanda and DRC–Uganda trade corridors, with fieldwork conducted in Goma (North Kivu) and Bukavu (South Kivu) in 2023.

The interviews explore trading practices, legal recognition, collective economic organisation, access to finance, dispute resolution, and the interaction between informal trade practices and regional trade governance, including the COMESA Simplified Trade Regime.

The dataset supports socio-legal, law-and-development, and political economy research on informality, legal pluralism, gender, and regional integration in Africa.
DOI: 10.5281/zenodo.18600159
title: TA'LIM JARAYONIDA KOGNITIV YONDASHUVNING O'RNI VA MULOHAZALI QAROR QABUL QILISH KO'NIKMALARINI SHAKLLANTIRISH

description: Mazkur maqolada zamonaviy ta’lim jarayonida kognitiv yondashuvning ahamiyati hamda talabalarda mulohazali va ongli qaror qabul qilish ko‘nikmalarini shakllantirish masalalari ilmiy-nazariy jihatdan tahlil etiladi. Kognitiv psixologiyaning asosiy tushunchalari, qaror qabul qilish jarayonining bosqichlari va ularni ta’lim jarayonida maqsadli rivojlantirish imkoniyatlari yoritiladi. Muammoli ta’lim, refleksiya va metakognitiv ko‘nikmalarning o‘rni, shuningdek bahs-munozara hamda guruhiy muhokamalarning ta’lim samaradorligiga ta’siri asoslab beriladi.
DOI: 10.5281/zenodo.18600160
title: TA'LIM JARAYONIDA KOGNITIV YONDASHUVNING O'RNI VA MULOHAZALI QAROR QABUL QILISH KO'NIKMALARINI SHAKLLANTIRISH

description: Mazkur maqolada zamonaviy ta’lim jarayonida kognitiv yondashuvning ahamiyati hamda talabalarda mulohazali va ongli qaror qabul qilish ko‘nikmalarini shakllantirish masalalari ilmiy-nazariy jihatdan tahlil etiladi. Kognitiv psixologiyaning asosiy tushunchalari, qaror qabul qilish jarayonining bosqichlari va ularni ta’lim jarayonida maqsadli rivojlantirish imkoniyatlari yoritiladi. Muammoli ta’lim, refleksiya va metakognitiv ko‘nikmalarning o‘rni, shuningdek bahs-munozara hamda guruhiy muhokamalarning ta’lim samaradorligiga ta’siri asoslab beriladi.
DOI: 10.5281/zenodo.18597351
title: Octave-spanning 10-GHz Er-doped solid-state optical frequency comb]{Octave-spanning 10-GHz Er-doped solid-state optical frequency comb

description: Dataset for the figures of:

Octave-spanning 10-GHz Er-doped solid-state optical frequency comb

Niccolò S. Barberio, Francesco Canella, Andrea Pertoldi, Benjamin Rudin, Oguzhan Kara, Florian Emaury, Antonio Caruso, Dario Giannotti, Francesco Leone, Rosario Cosentino, Paolo Laporta, Gianluca Galzerano

Optical frequency combs provide a phase-coherent interface between optical and microwave domains, underpinning advances in precision metrology, spectroscopy, and time-frequency transfer. Most conventional comb architectures are limited to sub-gigahertz repetition rates, constraining integration and scalability. Here, we demonstrate a compact, 10-GHz Er-doped solid-state frequency comb operating near the 1550 nm telecommunications window. The system, assembled entirely from commercially available components, produces a coherent spectrum spanning from 1150 nm to 2350 nm with exceptionally low intensity and phase noise. Full frequency stabilization of both pulse repetition and carrier envelope offset frequencies is demonstrated with respect to an RF reference. Comprehensive characterization reveals performance exceeding that of previously reported solid-state combs in power-per-mode and noise suppression. These results establish a robust and accessible platform for multi-gigahertz-repetition-rate comb synthesis, bridging laboratory-grade performance with practical deployment in optical communication, precision timing, and astronomical instrumentation.

DOI of arXiv preprint: https://doi.org/10.48550/arXiv.2601.11346
DOI: 10.5281/zenodo.18597350
title: Octave-spanning 10-GHz Er-doped solid-state optical frequency comb]{Octave-spanning 10-GHz Er-doped solid-state optical frequency comb

description: Dataset for the figures of:

Octave-spanning 10-GHz Er-doped solid-state optical frequency comb

Niccolò S. Barberio, Francesco Canella, Andrea Pertoldi, Benjamin Rudin, Oguzhan Kara, Florian Emaury, Antonio Caruso, Dario Giannotti, Francesco Leone, Rosario Cosentino, Paolo Laporta, Gianluca Galzerano

Optical frequency combs provide a phase-coherent interface between optical and microwave domains, underpinning advances in precision metrology, spectroscopy, and time-frequency transfer. Most conventional comb architectures are limited to sub-gigahertz repetition rates, constraining integration and scalability. Here, we demonstrate a compact, 10-GHz Er-doped solid-state frequency comb operating near the 1550 nm telecommunications window. The system, assembled entirely from commercially available components, produces a coherent spectrum spanning from 1150 nm to 2350 nm with exceptionally low intensity and phase noise. Full frequency stabilization of both pulse repetition and carrier envelope offset frequencies is demonstrated with respect to an RF reference. Comprehensive characterization reveals performance exceeding that of previously reported solid-state combs in power-per-mode and noise suppression. These results establish a robust and accessible platform for multi-gigahertz-repetition-rate comb synthesis, bridging laboratory-grade performance with practical deployment in optical communication, precision timing, and astronomical instrumentation.

DOI of arXiv preprint: https://doi.org/10.48550/arXiv.2601.11346
DOI: 10.5886/gbcnv7
title: Checklist of Canadian Nematodes

description: There are nearly 30,000 slides and 5000 vials of over 88,000 roundworm specimens in the Canadian National Collection of Insects, Arachnids, and Nematodes (CNC).


This checklist is based on a subset of CNC’s nematode (roundworm) accessions from Canada’s provinces and territories. This checklist is not exhaustive; nematodes regulated by the Canadian Food Inspection Agency are purposefully removed from this compilation. Scientific names were cross-referenced against valid and accepted names indicated in Nemys, the World Database of Nematodes.
DOI: 10.34740/kaggle/dsv/14798799
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.4mk4rr
title: Occurrence Download

description: A dataset containing 78573792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 78573792 records from 1110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006025-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkfjq8
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria viridis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008563-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0170402.10fu
title: SH0170402.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170403.10fu
title: SH0170403.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170404.10fu
title: SH0170404.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0170405.10fu
title: SH0170405.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.