cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7rtnhm8hrb
title: Reproduction materials for the study "Assets and livelihood strategies of agricultural households on the East India Plateau"

description: This dataset contains the reproduction materials for the study titled 'Assets and livelihood strategies of agricultural households on the East India Plateau', which can be accessed at https://doi.org/10.1016/j.wdp.2025.100751.
DOI: 10.24396/ordar-221
title: weather station GISFI Homecourt 2023

description: Weather data from the GISFI station in Homecourt in 2023 with periods identified as having no measurements for more than 48 hours: 2023-08-18 18:59 to 2023-08-21 12:59:59
DOI: 10.17632/7rtnhm8hrb.1
title: Reproduction materials for the study "Assets and livelihood strategies of agricultural households on the East India Plateau"

description: This dataset contains the reproduction materials for the study titled 'Assets and livelihood strategies of agricultural households on the East India Plateau', which can be accessed at https://doi.org/10.1016/j.wdp.2025.100751.
DOI: 10.17632/45mkfwvx6f
title: Towards effective RIHT therapies: Identifying potential biomarkers for in vitro thyroid scaffold assessment

description: Radiation-induced hypothyroidism (RIHT) affects up to 92% of head and neck cancer patients post-irradiation, greatly impairing quality of life. Current treatments have limitations regarding efficacy and drug interactions. Tissue engineering offers promising alternative therapeutics, but there is currently a lack of specific protein markers expressed by thyroid cell lines that can be used to evaluate thyroid scaffolds in vitro. This study aimed to identify such proteins in the commonly used cell line Nthy-ori 3-1 based on expressional changes observed in a murine RIHT model. 
Preliminary protein candidates were identified utilizing immunofluorescent (IF) analysis of murine thyroid glands at day 3 and 28 post-irradiation. A decrease in thyroxine confirmed induction of RIHT and a decreased in E-Cadherin expression, alongside an increase in α-smooth-muscle actin and fibronectin, suggested fibrosis. A transient reduction in Collagen-1 indicated excess extracellular matrix deposition and a decline in Zonula Occludens-1 thyroid epithelium disruption.
Furthermore, an electrospun 10% (w/v) polycaprolactone scaffold was fabricated. Scaffold morphology, mechanical properties, hydrophilicity and crystallinity were assessed. Nthy-ori 3-1 cell-seeded scaffold DNA content increased 6-fold, and metabolic activity doubled, over 14 days of study, with collagen-like fibril formation evident in osmium images. Transient α-smooth-muscle actin, fibronectin, zonula-occludens-1 and Collagen-1 expression changes mirrored irradiation-induced tissue disruption but normalized by day 14. Both E-Cadherin and thyroid peroxidase displayed increasing trends, suggesting a potential for scaffold-supported thyroid hormone production. 
Although further research is required, this study identified key protein markers for assessing thyroid scaffold efficacy in vitro and underscored their potential for targeted tissue repair in RIHT.
DOI: 10.34740/kaggle/dsv/13866761
title: Daftar Pengadilan Indonesia
DOI: 10.17632/45mkfwvx6f.1
title: Towards effective RIHT therapies: Identifying potential biomarkers for in vitro thyroid scaffold assessment

description: Radiation-induced hypothyroidism (RIHT) affects up to 92% of head and neck cancer patients post-irradiation, greatly impairing quality of life. Current treatments have limitations regarding efficacy and drug interactions. Tissue engineering offers promising alternative therapeutics, but there is currently a lack of specific protein markers expressed by thyroid cell lines that can be used to evaluate thyroid scaffolds in vitro. This study aimed to identify such proteins in the commonly used cell line Nthy-ori 3-1 based on expressional changes observed in a murine RIHT model. 
Preliminary protein candidates were identified utilizing immunofluorescent (IF) analysis of murine thyroid glands at day 3 and 28 post-irradiation. A decrease in thyroxine confirmed induction of RIHT and a decreased in E-Cadherin expression, alongside an increase in α-smooth-muscle actin and fibronectin, suggested fibrosis. A transient reduction in Collagen-1 indicated excess extracellular matrix deposition and a decline in Zonula Occludens-1 thyroid epithelium disruption.
Furthermore, an electrospun 10% (w/v) polycaprolactone scaffold was fabricated. Scaffold morphology, mechanical properties, hydrophilicity and crystallinity were assessed. Nthy-ori 3-1 cell-seeded scaffold DNA content increased 6-fold, and metabolic activity doubled, over 14 days of study, with collagen-like fibril formation evident in osmium images. Transient α-smooth-muscle actin, fibronectin, zonula-occludens-1 and Collagen-1 expression changes mirrored irradiation-induced tissue disruption but normalized by day 14. Both E-Cadherin and thyroid peroxidase displayed increasing trends, suggesting a potential for scaffold-supported thyroid hormone production. 
Although further research is required, this study identified key protein markers for assessing thyroid scaffold efficacy in vitro and underscored their potential for targeted tissue repair in RIHT.
DOI: 10.15468/dl.au92cy
title: Occurrence Download

description: A dataset containing 167117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tursiops truncatus)",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 167117 records from 752 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008022-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mk285tg9jj
title: Risk assessment of susceptibility to thaw settlement hazards in circum-Arctic permafrost regions

description: This dataset is derived through simulation and calculation using the optimal machine learning model (Random Forest), based on 12 factors including terrain, soil, vegetation cover, and climatic properties.
DOI: 10.15468/dl.gduh8w
title: Occurrence Download

description: A dataset containing 2749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 2749 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008034-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mk285tg9jj.1
title: Risk assessment of susceptibility to thaw settlement hazards in circum-Arctic permafrost regions

description: This dataset is derived through simulation and calculation using the optimal machine learning model (Random Forest), based on 12 factors including terrain, soil, vegetation cover, and climatic properties.
DOI: 10.60555/byp8-h018
title: Flame Extinguishment Experiment - 2
title: FLEX-2

description: The primary goal of the FLEX-2 flight experiments is to extend the results of FLEX-1 to fuels and environmental conditions that mimic real combustor conditions, as well as, provide benchmark experimental data on bi-component droplet combustion over a wide range of initial conditions in order to validate numerical simulations and to develop new theoretical models.

Detailed experimental objectives can be further itemized as:
  1. Investigate the role of liquid-phase mixing on the burning characteristics of bi-component fuel droplets.
  2. Examine the steady and unsteady liquid and gas-phase phenomena in pure fuel combustion.
  3. Study flame extinction mechanisms and their boundaries.
  4. Analyze the soot formation process, including soot volume fraction soot-shell dynamics.
  5. Determine the influence of droplet interactions on the flammability limits and extinction behavior of droplet arrays.
  6. Validate theoretical models of droplet combustion through comprehensive experimental data collection in microgravity environments.
DOI: 10.5281/zenodo.17708563
title: IZKUŠNJE IN MNENJA STARŠEV O POUKU ROMŠČINE IN ROMSKE KULTURE

description: Z raziskavo smo želeli zbirati podatkov o izkušnjah, mnenjih in zadovoljstvu staršev s poukom romščine in romske kulture.
DOI: 10.17632/dyzpgzcmgx
title: GCN2 monitors mRNA translation termination

description: uncropped western blots
DOI: 10.17632/dyzpgzcmgx.1
title: GCN2 monitors mRNA translation termination

description: uncropped western blots
DOI: 10.17632/tmjwhksm6y
title: Patterns of immunogenetic and malarial parasite diversity in three species of Vietnamese passerines

description: Understanding how genetic diversity in host immune genes affects susceptibility to pathogen infections is crucial for deciphering host-pathogen coevolutionary dynamics. In this study, we investigated the genetic diversity of mitochondrial cytochrome b (cyt b) and key immune genes including Toll-like receptors (TLR3 exon 4 and TLR4 exon 3) and the major histocompatibility complex (MHC class I exon 3) in three sympatric passerine bird species (Arachnothera longirostra, Copsychus malabaricus, and Pitta moluccensis) from Southeast Asia, includinh their associations with Plasmodium infections. Our cyt b analyses indicated that A. longirostra experienced past population expansions, evidenced by significantly low Tajima's D and Fu's Fs values, whereas C. malabaricus and P. moluccensis maintained relatively constant effective population sizes. Immune gene diversity revealed unique profiles across the three species: MHC class I genes displayed positive Tajima's D values, suggesting balancing selection and possible historical bottlenecks, particularly in A. longirostra and P. moluccensis. Selection analyses showed that MHC genes are primarily under purifying selection with species-specific codons under diversifying selection. TLR genes were predominantly governed by purifying selection, with minor instances of diversifying selection noted. Generalized linear models demonstrated that the total number of MHC supertypes did not significantly influence Plasmodium infection status across passerine species, providing no support for the heterozygote advantage hypothesis. However, in P. moluccensis, specific MHC supertypes were significantly associated with Plasmodium operational taxonomic units (OTUs), indicating a possible rare-allele advantage in MHC-mediated malaria resistance. These findings highlight the complex interplay between host genetic diversity and parasite infection, suggesting that balancing selection on immune genes may vary even among sympatric species facing similar pathogen pressures.
DOI: 10.17632/tmjwhksm6y.1
title: Patterns of immunogenetic and malarial parasite diversity in three species of Vietnamese passerines

description: Understanding how genetic diversity in host immune genes affects susceptibility to pathogen infections is crucial for deciphering host-pathogen coevolutionary dynamics. In this study, we investigated the genetic diversity of mitochondrial cytochrome b (cyt b) and key immune genes including Toll-like receptors (TLR3 exon 4 and TLR4 exon 3) and the major histocompatibility complex (MHC class I exon 3) in three sympatric passerine bird species (Arachnothera longirostra, Copsychus malabaricus, and Pitta moluccensis) from Southeast Asia, includinh their associations with Plasmodium infections. Our cyt b analyses indicated that A. longirostra experienced past population expansions, evidenced by significantly low Tajima's D and Fu's Fs values, whereas C. malabaricus and P. moluccensis maintained relatively constant effective population sizes. Immune gene diversity revealed unique profiles across the three species: MHC class I genes displayed positive Tajima's D values, suggesting balancing selection and possible historical bottlenecks, particularly in A. longirostra and P. moluccensis. Selection analyses showed that MHC genes are primarily under purifying selection with species-specific codons under diversifying selection. TLR genes were predominantly governed by purifying selection, with minor instances of diversifying selection noted. Generalized linear models demonstrated that the total number of MHC supertypes did not significantly influence Plasmodium infection status across passerine species, providing no support for the heterozygote advantage hypothesis. However, in P. moluccensis, specific MHC supertypes were significantly associated with Plasmodium operational taxonomic units (OTUs), indicating a possible rare-allele advantage in MHC-mediated malaria resistance. These findings highlight the complex interplay between host genetic diversity and parasite infection, suggesting that balancing selection on immune genes may vary even among sympatric species facing similar pathogen pressures.
DOI: 10.3535/nk1-txe-fka
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qdq-z51-w0r
title: Dracunculus vulgaris Schott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/hz5rnw3x56.1
title: Green or Growth? Unveiling the Eco-environmental Consequence of Cross-border E-commerce Pilots in China (replication files）

description: This replication package provides all the publicly available data, code, andinstructions required to reproduce the main empirical results of the above-mentionedresearch paper. The package is designed to facilitate transparency and enableindependent verification of all statistical findings reported in the study.
DOI: 10.17632/bfyygpn9mb
title: Code

description: This is the source code for the CPO-TCN-Transformer algorithm from the submitted paper, running in MATLAB 2024b.
DOI: 10.17632/bfyygpn9mb.1
title: Code

description: This is the source code for the CPO-TCN-Transformer algorithm from the submitted paper, running in MATLAB 2024b.
DOI: 10.3535/0rp-s8v-5yw
title: Neea parviflora Poepp. & Endl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c33-qsq-jvj
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h1c-s9r-pmb
title: Neea psychotrioides Donn. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/crs-fs5-bbv
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d8m-ql4-mmh
title: Pisonia grandis R. Br.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bpc-6gb-1qd
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cr1-3n9-ye6
title: Guapira Aubl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wth-ada-d8r
title: Guapira Aubl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zfy-nr0-d6j
title: Guapira nitida (Mart. ex J. A. Schmidt) Lundell

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/3ff9ttzf5p
title: Cultural Tradition Preservation and Integration of Innovations in the Production of Farinha d’Água in Bragança-PA, Brazil (2025)

description: This dataset brings together primary information collected from cassava flour producers in the municipality of Bragança-PA. The database contains variables related to the socioeconomic profile of the producers, structural characteristics of the production establishments, cassava management and processing practices, level of adoption of technologies and innovations, cultural ties associated with traditional know-how, as well as perceptions about cultural continuity, modernization, and economic sustainability of the activity.
The dataset structure is organized in CSV format and standardized for exploratory statistical analyses, correlations, regressions, and multivariate techniques (including cluster analysis). The dataset can be used by researchers interested in food culture, rural innovation, traditional agro-industrial systems, cassava economics, territorial development, and socio-productive dynamics of the Amazon.
DOI: 10.3535/1hl-f68-nbj
title: Neea mapirensis Standl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zjr-b06-v2a
title: Pisonia grandis R. Br.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17632/3ff9ttzf5p.1
title: Cultural Tradition Preservation and Integration of Innovations in the Production of Farinha d’Água in Bragança-PA, Brazil (2025)

description: This dataset brings together primary information collected from cassava flour producers in the municipality of Bragança-PA. The database contains variables related to the socioeconomic profile of the producers, structural characteristics of the production establishments, cassava management and processing practices, level of adoption of technologies and innovations, cultural ties associated with traditional know-how, as well as perceptions about cultural continuity, modernization, and economic sustainability of the activity.
The dataset structure is organized in CSV format and standardized for exploratory statistical analyses, correlations, regressions, and multivariate techniques (including cluster analysis). The dataset can be used by researchers interested in food culture, rural innovation, traditional agro-industrial systems, cassava economics, territorial development, and socio-productive dynamics of the Amazon.
DOI: 10.17632/fcxg2phmtw
title: “How different are 2D and 3D in vitro model for investigating the mechanism of action of bioactive compounds? The case of phytocannabinoid CBDA”_2D/3D Global proteome_2D Part 1

description: The scope of the present work concerned the investigation of the CBDA-EIF2A interaction in 3D-U87MG cell model. 
For Global Proteome analysis, U87MG cells cultured in 2D- and 3D-cell model underwent to in-gel digestion with trypsin enzyme and processed for LC-MS/MS analysis. 
Raw files obtained from the QExactive mass spectrometer were processed with Proteome Discoverer software. Trypsin was used as the enzyme for protein digestion. Fasta file UP000005640_9606 was set as protein database. The maximum number of missed cleavages was set to 2. Unique peptides were set for quantification. Precursor and fragment mass tolerance were set, respectively, as 10ppm and 0.02 Da. Quantitative analysis was set as ratio 3D/2D.
DOI: 10.17632/fcxg2phmtw.1
title: “How different are 2D and 3D in vitro model for investigating the mechanism of action of bioactive compounds? The case of phytocannabinoid CBDA”_2D/3D Global proteome_2D Part 1

description: The scope of the present work concerned the investigation of the CBDA-EIF2A interaction in 3D-U87MG cell model. 
For Global Proteome analysis, U87MG cells cultured in 2D- and 3D-cell model underwent to in-gel digestion with trypsin enzyme and processed for LC-MS/MS analysis. 
Raw files obtained from the QExactive mass spectrometer were processed with Proteome Discoverer software. Trypsin was used as the enzyme for protein digestion. Fasta file UP000005640_9606 was set as protein database. The maximum number of missed cleavages was set to 2. Unique peptides were set for quantification. Precursor and fragment mass tolerance were set, respectively, as 10ppm and 0.02 Da. Quantitative analysis was set as ratio 3D/2D.
DOI: 10.17632/bt3g82c2xh
title: “How different are 2D and 3D in vitro model for investigating the mechanism of action of bioactive compounds? The case of phytocannabinoid CBDA”_2D/3D Global proteome_2D Part 2

description: The scope of the present work concerned the investigation of the CBDA-EIF2A interaction in 3D-U87MG cell model. 
For Global Proteome analysis, U87MG cells cultured in 2D- and 3D-cell model underwent to in-gel digestion with trypsin enzyme and processed for LC-MS/MS analysis. 
Raw files obtained from the QExactive mass spectrometer were processed with Proteome Discoverer software. Trypsin was used as the enzyme for protein digestion. Fasta file UP000005640_9606 was set as protein database. The maximum number of missed cleavages was set to 2. Unique peptides were set for quantification. Precursor and fragment mass tolerance were set, respectively, as 10ppm and 0.02 Da. Quantitative analysis was set as ratio 3D/2D.
DOI: 10.5281/zenodo.17713860
title: ЧИШТИЙЯ ТАРИҚАТИ: ТАРИХИ, МАЪНАВИЙ САЙРУ СУЛУКИ ВА ТАЪЛИМОТИ
DOI: 10.17632/bt3g82c2xh.1
title: “How different are 2D and 3D in vitro model for investigating the mechanism of action of bioactive compounds? The case of phytocannabinoid CBDA”_2D/3D Global proteome_2D Part 2

description: The scope of the present work concerned the investigation of the CBDA-EIF2A interaction in 3D-U87MG cell model. 
For Global Proteome analysis, U87MG cells cultured in 2D- and 3D-cell model underwent to in-gel digestion with trypsin enzyme and processed for LC-MS/MS analysis. 
Raw files obtained from the QExactive mass spectrometer were processed with Proteome Discoverer software. Trypsin was used as the enzyme for protein digestion. Fasta file UP000005640_9606 was set as protein database. The maximum number of missed cleavages was set to 2. Unique peptides were set for quantification. Precursor and fragment mass tolerance were set, respectively, as 10ppm and 0.02 Da. Quantitative analysis was set as ratio 3D/2D.
DOI: 10.5281/zenodo.17713542
title: Dataset for "Edge-state competition in a 2D topological insulator-semiconductor heterostructure"

description: This repository hosts the structures and electronic-structure outputs that for the manuscript “Edge-state competition in a 2D topological insulator-semiconductor heterostructure” (preprint: https://doi.org/10.48550/arXiv.2508.12841).

It provides relaxed geometries, band structures with and without spin–orbit coupling, and projected band plots for T′-WSe₂ monolayers, T′/H-WSe₂ heterostructures, moiré superlattices, and edge-state calculations. All energies are given in eV and coordinates in Å. For a detailed description of the directory layout, file formats, and the mapping between datasets and manuscript figures, please see README.md in the repository root.
DOI: 10.5281/zenodo.17713541
title: Dataset for "Edge-state competition in a 2D topological insulator-semiconductor heterostructure"

description: This repository hosts the structures and electronic-structure outputs that for the manuscript “Edge-state competition in a 2D topological insulator-semiconductor heterostructure” (preprint: https://doi.org/10.48550/arXiv.2508.12841).

It provides relaxed geometries, band structures with and without spin–orbit coupling, and projected band plots for T′-WSe₂ monolayers, T′/H-WSe₂ heterostructures, moiré superlattices, and edge-state calculations. All energies are given in eV and coordinates in Å. For a detailed description of the directory layout, file formats, and the mapping between datasets and manuscript figures, please see README.md in the repository root.