cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z5t6v6kpgh
title: Indonesia Election Commission Review Dataset for Sentiment Classification

description: Research related to sentiment analysis on the performance of the Indonesian General Election Commission (KPU) uses this dataset. The performance dataset of the Indonesian General Election Commission was collected from the social media platform Twitter/X and the news portal detik.com. The Twitter/X dataset was collected using the Beautiful Soup library in Python. The news portal detik.com dataset was collected using the Octoparse application. The dataset was collected during the period from January 1 to May 30, 2024, consisting of 1,519 raw data entries.
DOI: 10.17632/z5t6v6kpgh.1
title: Indonesia Election Commission Review Dataset for Sentiment Classification

description: Research related to sentiment analysis on the performance of the Indonesian General Election Commission (KPU) uses this dataset. The performance dataset of the Indonesian General Election Commission was collected from the social media platform Twitter/X and the news portal detik.com. The Twitter/X dataset was collected using the Beautiful Soup library in Python. The news portal detik.com dataset was collected using the Octoparse application. The dataset was collected during the period from January 1 to May 30, 2024, consisting of 1,519 raw data entries.
DOI: 10.17632/nwcnjbzsxk
title: Implementation of Individual-level Emotional Display Rules among nature-based Guides

description: This scholarly endeavour seeks a broader understanding of how emotional display rules are formed and enacted in loosely organised sectors of tourism that lack organisational culture and formal training. To achieve this, the researchers employed a mixed-method approach combining qualitative methods and participant observations. Data was gathered through 18 semi-structured interviews and 5 field observations of nature-based guides across various parts of Australia. A total of 130 code pairs, representing linked emotional display rules, emerged from the transcripts and were analysed using domain and semantic analysis. In the less clear areas of data reconstruction, field observation data and its theoretical implications assisted the researcher in developing constructs between the emerging themes. The resulting theory suggests that guides develop their own emotional display rules to simultaneously meet different goals within the service interactions, such as conservation education, risk management, and creating fun. Driven by instincts to build a sense of community, balance diverse visitor motives, and employ multiple strategies for deep acting, guides may harmoniously blend emotional display rules that are highly unique and tailored to each context. Therefore, guides' individual sense of shared responsibility towards the environment, their business motives, and visitor interests become a source of their display norms. Moreover, achieving these goals allows them to attain leadership and mediatory roles of their job description, where emotional labour takes place.

The emotion-laden content and nonverbal cues of interviews and field observations are the disguised emotional display rules used by guides. These exemplar quotes serve as code pairs in the attached analysis of interactions between emotional display rules workbook, where each code's direction of implementation is identified, and the reasons for their occurrences are attached as supportive memos. The most recurrent logic patterns are used by researchers from an insider's perspective as premises to build a conceptual model encompassing the formation of these display norms among guides and their utilisation in the emotional labour process during visitor interactions. Simultaneously, investigators refer to the Field Observation Logs that have recorded highly relevant excerpts across 5 different tours. Delving into the similar situations sensed during those five field observations enables them to clarify obscure parts of the interviews' data reconstruction from an outsider's perspective. This reflexivity of roles between etic and emic perspectives facilitates data crystallisation and consolidates the findings. These data sets were obtained over scattered timeframes to reduce biases towards recent incidents of environmental and health-related crises and their impacts on the economy and society.
DOI: 10.17632/nwcnjbzsxk.1
title: Implementation of Individual-level Emotional Display Rules among nature-based Guides

description: This scholarly endeavour seeks a broader understanding of how emotional display rules are formed and enacted in loosely organised sectors of tourism that lack organisational culture and formal training. To achieve this, the researchers employed a mixed-method approach combining qualitative methods and participant observations. Data was gathered through 18 semi-structured interviews and 5 field observations of nature-based guides across various parts of Australia. A total of 130 code pairs, representing linked emotional display rules, emerged from the transcripts and were analysed using domain and semantic analysis. In the less clear areas of data reconstruction, field observation data and its theoretical implications assisted the researcher in developing constructs between the emerging themes. The resulting theory suggests that guides develop their own emotional display rules to simultaneously meet different goals within the service interactions, such as conservation education, risk management, and creating fun. Driven by instincts to build a sense of community, balance diverse visitor motives, and employ multiple strategies for deep acting, guides may harmoniously blend emotional display rules that are highly unique and tailored to each context. Therefore, guides' individual sense of shared responsibility towards the environment, their business motives, and visitor interests become a source of their display norms. Moreover, achieving these goals allows them to attain leadership and mediatory roles of their job description, where emotional labour takes place.

The emotion-laden content and nonverbal cues of interviews and field observations are the disguised emotional display rules used by guides. These exemplar quotes serve as code pairs in the attached analysis of interactions between emotional display rules workbook, where each code's direction of implementation is identified, and the reasons for their occurrences are attached as supportive memos. The most recurrent logic patterns are used by researchers from an insider's perspective as premises to build a conceptual model encompassing the formation of these display norms among guides and their utilisation in the emotional labour process during visitor interactions. Simultaneously, investigators refer to the Field Observation Logs that have recorded highly relevant excerpts across 5 different tours. Delving into the similar situations sensed during those five field observations enables them to clarify obscure parts of the interviews' data reconstruction from an outsider's perspective. This reflexivity of roles between etic and emic perspectives facilitates data crystallisation and consolidates the findings. These data sets were obtained over scattered timeframes to reduce biases towards recent incidents of environmental and health-related crises and their impacts on the economy and society.
DOI: 10.18453/rosdok_id00004817
title: Dataset for Manuscript "High-Order Harmonic Generation in an Organic Molecular Crystal" : [research data]
DOI: 10.17632/d3bc75cds7
title: Physiologia Plantarum：omics raw data

description: Transcriptome
DOI: 10.17632/d3bc75cds7.1
title: Physiologia Plantarum：omics raw data

description: Transcriptome
DOI: 10.6084/m9.figshare.30675077
title: GenBank accession P. atlanticum et al.

description: Table S03<br><b>A new species of </b><b><i>Purpureocillium</i></b><b> fungus parasitizing trapdoor spiders in Brazil’s Atlantic Forest and its associated microbiome revealed through </b><b><i>in situ</i></b><b> “taxogenomics”</b>
DOI: 10.6084/m9.figshare.30675077.v1
title: GenBank accession P. atlanticum et al.

description: Table S03<br><b>A new species of </b><b><i>Purpureocillium</i></b><b> fungus parasitizing trapdoor spiders in Brazil’s Atlantic Forest and its associated microbiome revealed through </b><b><i>in situ</i></b><b> “taxogenomics”</b>
DOI: 10.15468/dl.4r9f79
title: Occurrence Download

description: A dataset containing 630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phylloscopus burkii",
 "Year 2024-2025"
 ]
}

 The dataset includes 630 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002049-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erfvzt
title: Occurrence Download

description: A dataset containing 771156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ghana",
 "TaxonKey is Aves",
 "Year 2010-2025"
 ]
}

 The dataset includes 771156 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002017-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2hcqh
title: Occurrence Download

description: A dataset containing 291678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ClassKey is one of (Lycopodiopsida, Polypodiopsida, Bryopsida)",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 291678 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002037-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17670312
title: Effects of deflection flow on solute mixing and partitioning at rough-walled fracture intersections
DOI: 10.5281/zenodo.17670311
title: Effects of deflection flow on solute mixing and partitioning at rough-walled fracture intersections
DOI: 10.5281/zenodo.17670389
title: Estudos diversos sobre ciência e natureza 2

description: Estudos diversos e suas tecnologias.
DOI: 10.5281/zenodo.17670388
title: Estudos diversos sobre ciência e natureza 2

description: Estudos diversos e suas tecnologias.
DOI: 10.71796/wits-figshare.30674906
title: Data from: Functional attributes of savannah soils: contrasting effects of tree canopies and herbivores on bulk density, nutrients and moisture dynamics

description: Much concern has been expressed about the sustainability of fuelwood harvesting in Africa. Most models predict that demand will outstrip supply within a few decades, resulting in severe deforestation. However, despite substantial impacts of harvesting on woody vegetation structure, the ‘fuelwood crisis’ predicted since the 1970s has not materialized. We propose that this is at least partially because regeneration through coppicing has been poorly accounted for in most models. We developed a local fuelwood model that is demographically and spatially explicit, and that incorporates coppice dynamics. The model simulates the dynamics of multiple stem size classes (seedling, sapling, pole and adult), the harvesting decisions of villagers based on fuelwood availability and village demand across the landscape. Importantly, we specify size-dependent coppice production of cut stems, and the probability of progression of coppice shoots into larger size classes, after accounting for self-thinning of shoots. In general, our model projections for a rural South African savanna system suggest that current levels of harvesting (barring changes in human population size) are relatively sustainable. Declines in total woody biomass were predicted to be modest (˜20%), and the loss of intact stems of sapling size was predicted to be more than offset by increases in coppiced stems. Synthesis and applications. The results from our local fuelwood model clearly demonstrate that the impact of deforestation and wood removal on tree populations and wood resources is strongly influenced by the resprouting ability of trees. This highlights the importance of considering coppice dynamics when assessing the sustainability of wood harvesting. Our model is not system specific, and can be transferred to other systems, with the relevant parameters and geographic information system layers specified. Because of the transferability of this model, it can help address key international concerns about deforestation and sustainable fuelwood management.
DOI: 10.71796/wits-figshare.30674906.v1
title: Data from: Functional attributes of savannah soils: contrasting effects of tree canopies and herbivores on bulk density, nutrients and moisture dynamics

description: Much concern has been expressed about the sustainability of fuelwood harvesting in Africa. Most models predict that demand will outstrip supply within a few decades, resulting in severe deforestation. However, despite substantial impacts of harvesting on woody vegetation structure, the ‘fuelwood crisis’ predicted since the 1970s has not materialized. We propose that this is at least partially because regeneration through coppicing has been poorly accounted for in most models. We developed a local fuelwood model that is demographically and spatially explicit, and that incorporates coppice dynamics. The model simulates the dynamics of multiple stem size classes (seedling, sapling, pole and adult), the harvesting decisions of villagers based on fuelwood availability and village demand across the landscape. Importantly, we specify size-dependent coppice production of cut stems, and the probability of progression of coppice shoots into larger size classes, after accounting for self-thinning of shoots. In general, our model projections for a rural South African savanna system suggest that current levels of harvesting (barring changes in human population size) are relatively sustainable. Declines in total woody biomass were predicted to be modest (˜20%), and the loss of intact stems of sapling size was predicted to be more than offset by increases in coppiced stems. Synthesis and applications. The results from our local fuelwood model clearly demonstrate that the impact of deforestation and wood removal on tree populations and wood resources is strongly influenced by the resprouting ability of trees. This highlights the importance of considering coppice dynamics when assessing the sustainability of wood harvesting. Our model is not system specific, and can be transferred to other systems, with the relevant parameters and geographic information system layers specified. Because of the transferability of this model, it can help address key international concerns about deforestation and sustainable fuelwood management.
DOI: 10.15468/dl.z9se6d
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Farsus dubius"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002051-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpsx55
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Andorra",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Nyctalus leisleri, Nyctalus noctula, Plecotus auritus, Plecotus macrobullaris)"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002052-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17670212
title: Linear sweep voltammetry was performed using Autolab PGstat204 in potentiostatic mode to characterize dendronized poly(epichlorohydrin-co-ethylene oxide) membranes

description: The uploaded dataset contains linear sweep voltammetry (LSV) measurements performed on four ion-exchange membranes: CP41, CP71, CP0, and Nafion. The chemical composition and structural characteristics of the commercial and modified membranes used in this work are detailed in Polymers (see Reference 1).

LSV measurements were obtained following the method described in Reference 2. Experiments were carried out using an Autolab PGstat204 potentiostat operating in potentiostatic mode. The applied current ranged from 100 mA to 100 μA, with a potential window of 0–5 V, a 0.01 V potential step, and a scan rate of 0.0013 V·s⁻¹. The measurement setup, including electrode arrangement, is shown in Figure S1 of the referenced methodology.

Each membrane sample was positioned within a Teflon frame featuring a circular opening corresponding to a 0.5 cm² effective membrane area. The reference electrode (Ag/AgCl) was placed 1.13 cm from the membrane surface. All measurements were performed at ambient temperature, with 200 mL of electrolyte solution in each compartment.

A single measurement series was performed for each membrane, sequentially testing HCl, LiCl, NaCl, and KCl electrolytes. For each specific cation, five consecutive LSV scans were recorded at 5, 10, 20, 40, and 60 minutes, resulting in time-dependent current–voltage profiles.

These data provide a basis for analyzing ion-transport behavior, electrochemical stability, and time-resolved polarization characteristics of the tested membranes.

 

References

Membrane compositions:

M. et al., Polymers, 2021. DOI: 10.3390/polym13223915

LSV methodology (as cited in the original work):

Source [19] from the referenced article describing the linear sweep voltammetry procedure used to acquire the dataset.
DOI: 10.5281/zenodo.17670211
title: Linear sweep voltammetry was performed using Autolab PGstat204 in potentiostatic mode to characterize dendronized poly(epichlorohydrin-co-ethylene oxide) membranes

description: The uploaded dataset contains linear sweep voltammetry (LSV) measurements performed on four ion-exchange membranes: CP41, CP71, CP0, and Nafion. The chemical composition and structural characteristics of the commercial and modified membranes used in this work are detailed in Polymers (see Reference 1).

LSV measurements were obtained following the method described in Reference 2. Experiments were carried out using an Autolab PGstat204 potentiostat operating in potentiostatic mode. The applied current ranged from 100 mA to 100 μA, with a potential window of 0–5 V, a 0.01 V potential step, and a scan rate of 0.0013 V·s⁻¹. The measurement setup, including electrode arrangement, is shown in Figure S1 of the referenced methodology.

Each membrane sample was positioned within a Teflon frame featuring a circular opening corresponding to a 0.5 cm² effective membrane area. The reference electrode (Ag/AgCl) was placed 1.13 cm from the membrane surface. All measurements were performed at ambient temperature, with 200 mL of electrolyte solution in each compartment.

A single measurement series was performed for each membrane, sequentially testing HCl, LiCl, NaCl, and KCl electrolytes. For each specific cation, five consecutive LSV scans were recorded at 5, 10, 20, 40, and 60 minutes, resulting in time-dependent current–voltage profiles.

These data provide a basis for analyzing ion-transport behavior, electrochemical stability, and time-resolved polarization characteristics of the tested membranes.

 

References

Membrane compositions:

M. et al., Polymers, 2021. DOI: 10.3390/polym13223915

LSV methodology (as cited in the original work):

Source [19] from the referenced article describing the linear sweep voltammetry procedure used to acquire the dataset.
DOI: 10.15468/dl.nbjw2p
title: Occurrence Download

description: A dataset containing 796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phylloscopus soror",
 "Year 2024-2025"
 ]
}

 The dataset includes 796 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002053-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5tx35k8z
title: MassIVE MSV000099981 - Global Proteomic Profiling of Human Pluripotent Stem Cell-Derived Cardiac Organoids
title: This dataset comprises comprehensive mass spectrometry-based proteomic data generated from human pluripotent stem cell (hPSC)-derived cardiac organoids from day 0 to day 50. The primary goal was to characterize the global protein expression landscape and identify differentially expressed proteins along developing time of cardiac organoids.
DOI: 10.5517/ccdc.csd.cc2k4t2m
title: CCDC 2358110: Experimental Crystal Structure Determination

description: Related Article: Zhaohui Zong, Xiaotong Zhang, Zhe Liu, Guangliu Ran, Wenkai Zhang, Xian-Sheng Ke|2025|Sci.China.Chem.|68|3108|doi:10.1007/s11426-024-2426-x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k4t3n
title: CCDC 2358111: Experimental Crystal Structure Determination

description: Related Article: Zhaohui Zong, Xiaotong Zhang, Zhe Liu, Guangliu Ran, Wenkai Zhang, Xian-Sheng Ke|2025|Sci.China.Chem.|68|3108|doi:10.1007/s11426-024-2426-x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.jg8j55
title: Occurrence Download

description: A dataset containing 1508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Cyatheaceae"
 ]
}

 The dataset includes 1508 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002055-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2kn62j
title: CCDC 2372897: Experimental Crystal Structure Determination

description: Related Article: Zhimin Sun, Shuo Guo, Jia-Qi Zhao, Ze-Qi Chen, Zhao-Xian Li, Chunju Li, He-Lue Sun|2025|Chin.Chem.Lett.||111823|doi:10.1016/j.cclet.2025.111823
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l24qk
title: CCDC 2385348: Experimental Crystal Structure Determination

description: Related Article: Benyue Guo, Lu Hu, Siping Pang|2025|CrystEngComm|27|7328|doi:10.1039/d5ce00871a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.