cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/88h4j8fsz8.3
title: The value of values for socially responsible investment - Interviews

description: Anonymized interview transcription with gray startup investors - investors that invest in startups without focus on sustainable business models - and green investors - investors that invest in startups with sustainable business models. This research followed an inductive process and we use semi-structured questions that evolved according to each interview conducted.
DOI: 10.15468/dl.p9mv9u
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus batrachioides Pomel"
 ]
}

 The dataset includes 250 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019770-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mndhq7
title: Occurrence Download

description: A dataset containing 54701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Continent is Africa",
 "Country is Benin",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 2010-2024"
 ]
}

 The dataset includes 54701 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019769-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8y5wnspvx5
title: Impressões de profissionais de software sobre Fatores Críticos de Sucesso para Data Analytics.

description: Survey realizado com 133 participantes para coletar suas impressões sobre quais são os fatores que mais impactam o sucesso do processo de Data Analytics em micro e pequenas empresas brasileiras de software. Os fatores possíveis para votação, além da opção 'Outros' foram retirados de um mapeamento sistemático da literatura. Trabalho desenvolvido para obtenção da aprovação no Trabalho de Conclusão de Curso de Sistemas de Informação da Universidade Federal de Santa Catarina.
DOI: 10.17632/8y5wnspvx5.1
title: Impressões de profissionais de software sobre Fatores Críticos de Sucesso para Data Analytics.

description: Survey realizado com 133 participantes para coletar suas impressões sobre quais são os fatores que mais impactam o sucesso do processo de Data Analytics em micro e pequenas empresas brasileiras de software. Os fatores possíveis para votação, além da opção 'Outros' foram retirados de um mapeamento sistemático da literatura. Trabalho desenvolvido para obtenção da aprovação no Trabalho de Conclusão de Curso de Sistemas de Informação da Universidade Federal de Santa Catarina.
DOI: 10.17632/2k2sr9k4pv.1
title: Atmospheric pressure plasma and ultraviolet as a hurdle approach for table egg sanitization

description: This study investigates the use of novel waterless technologies, plasma and ultraviolet light (UV), to inactivate Salmonella on shell eggs as well as preserve the cuticle. Plasma is generated by applying electricity to air, and the reactive species produced can inactivate microorganisms in various environments. UV at 254 nm is known to have germicidal properties and is used in some commercial egg-washing processes as the final step after chemical washing. An increase in plasma treatment time from 1 min to 3 min increased reduction from 0.4 ± 0.8 to 2.2 ± 0.5 log for Salmonella Typhimurium spot inoculated on shell eggs. The UV treatment caused a reduction of 2.1 ± 1.0, 3.3 ± 0.1, and 3.7 ± 0.1 log at treatment times of 0.25, 1.5, and 3 min respectively. A reduction of 5.1 ± 0.3 log in Salmonella was obtained after plasma (3 min) + UV (3 min) treatment used in sequence as a hurdle approach. Plasma did not cause significant changes in color values but plasma + UV led to a significant increase in yellow color. There was no statistical difference in cuticle coverage between control, plasma, UV, and plasma + UV treatments. Various quality characteristics such as Haugh unit, egg weight, yolk index, yolk pH, albumen pH, yolk color, and shell strength did not show major changes during the 6-week storage study after all the treatments.
DOI: 10.17632/22sytv5n8r
title: Dual-Network Hydrogel Sensing Platform for Detecting Drug-Resistant Gene Variants in MTB

description: Dual-Network Hydrogel Sensing Platform for Detecting Drug-Resistant Gene Variants in MTB
DOI: 10.17632/22sytv5n8r.1
title: Dual-Network Hydrogel Sensing Platform for Detecting Drug-Resistant Gene Variants in MTB

description: Dual-Network Hydrogel Sensing Platform for Detecting Drug-Resistant Gene Variants in MTB
DOI: 10.17632/y5sxsmp8nx.1
title: Prevalence and Treatment Patterns of Lichen Planus

description: Supplemental Data for Prevalence and Treatment Patterns of Lichen Planus
DOI: 10.17632/tptntcndwd.1
title: Alleviating Poverty in Tulunan, North Cotabato: Strategies for Sustainable Development

description: Poverty is a persistent issue in Tulunan, North Cotabato, a municipality in the southern Philippines. Despite its agricultural potential and natural resources, the area faces significant socio-economic challenges, including lack of access to education, health services, and livelihood opportunities. These issues hinder the community's ability to rise above poverty. This concept paper aims to outline strategies for addressing poverty in Tulunan through sustainable development programs.
DOI: 10.15468/dl.y3ax7p
title: Occurrence Download

description: A dataset containing 4210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus cantoniensis DC."
 ]
}

 The dataset includes 4210 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019771-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/shrmrs5srv.1
title: Addressing Food Scarcity in Municipality of Tulunan, North Cotabato: Challenges and Community-Based Solutions

description: Tulunan, a municipality in North Cotabato, Philippines, is predominantly agricultural, with rice, corn, and other crops as primary livelihoods. Despite this, food scarcity remains a pressing concern due to recurring natural disasters, limited agricultural resources, and socio-economic challenges. Ensuring food security in Tulunan is vital to improving the well-being of its residents and supporting sustainable local development.
Food scarcity, a critical global issue, refers to the lack of sufficient food to meet the dietary needs of a population. It is driven by various factors, including population growth, climate change, unequal food distribution, and resource mismanagement. Food scarcity impacts billions of lives, leading to malnutrition, poverty, and social unrest. Tackling food scarcity is essential to achieve global food security and ensure equitable access to nutrition for all.
DOI: 10.17632/9ddpxsbpb8.1
title: Fostering a Love for Numbers: Innovative Teaching Approaches in Mathematics

description: Mathematics, often perceived as a dry and daunting subject, holds the key to understanding the world around us. However, traditional teaching methods frequently fail to ignite a passion for numbers, leading to widespread math anxiety and underachievement. This concept paper proposes a shift towards innovative teaching approaches that foster a genuine love for mathematics, transforming it from a source of fear to a realm of exploration and discovery. The goal is to cultivate mathematical fluency, critical thinking, and problem-solving skills, while simultaneously nurturing a positive and engaging learning environment.
DOI: 10.17632/zwwtnzbcs8.1
title: Journal of Methodology of Social Sciences and Humanities ; No.69

description: The main objective of Methodology of Humanities and Social Sciences (MSSH) is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to philosophical foundations and methodology of humanities and social sciences. By doing so, the Journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. Given the importance of the humanities and social sciences and the fundamental role of these sciences in the realization of a coherent and civilized intellectual system, investigating the philosophical and methodological foundations of these sciences and criticizing and evaluating them, as well as attempting to extract Islamic foundations and views in the field of humanities is of great importance. In this regard, the following objectives have been considered as a roadmap for MSSH. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. The journal is set to publish original articles on a wide range of issues including;

 Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles.
DOI: 10.17632/sv4x9fmhd8.1
title: Journal of Methodology of Social Sciences and Humanities ; No.68

description: The main objective of Methodology of Humanities and Social Sciences (MSSH) is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to philosophical foundations and methodology of humanities and social sciences. By doing so, the Journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. Given the importance of the humanities and social sciences and the fundamental role of these sciences in the realization of a coherent and civilized intellectual system, investigating the philosophical and methodological foundations of these sciences and criticizing and evaluating them, as well as attempting to extract Islamic foundations and views in the field of humanities is of great importance. In this regard, the following objectives have been considered as a roadmap for MSSH. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. The journal is set to publish original articles on a wide range of issues including;

 Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles.
DOI: 10.15468/dl.ads4ek
title: Occurrence Download

description: A dataset containing 1081 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Venomous Jellyfish Database (Stings and Specimen) (NESP TWQ 2.2.3, CSIRO)"
 ]
}

 The dataset includes 1081 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019772-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ctrwmt2jg4.1
title: journal of Methodology of Social Sciences and Humanities ; No.67

description: The main objective of Methodology of Humanities and Social Sciences (MSSH) is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to philosophical foundations and methodology of humanities and social sciences. By doing so, the Journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. Given the importance of the humanities and social sciences and the fundamental role of these sciences in the realization of a coherent and civilized intellectual system, investigating the philosophical and methodological foundations of these sciences and criticizing and evaluating them, as well as attempting to extract Islamic foundations and views in the field of humanities is of great importance. In this regard, the following objectives have been considered as a roadmap for MSSH. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. The journal is set to publish original articles on a wide range of issues including;

 Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles.
DOI: 10.17632/8fhg28p9p4.1
title: journal of Methodology of Social Sciences and Humanities ; No.66

description: The main objective of Methodology of Humanities and Social Sciences (MSSH) is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to philosophical foundations and methodology of humanities and social sciences. By doing so, the Journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. Given the importance of the humanities and social sciences and the fundamental role of these sciences in the realization of a coherent and civilized intellectual system, investigating the philosophical and methodological foundations of these sciences and criticizing and evaluating them, as well as attempting to extract Islamic foundations and views in the field of humanities is of great importance. In this regard, the following objectives have been considered as a roadmap for MSSH. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. The journal is set to publish original articles on a wide range of issues including;

 Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields

To let individual researchers and libraries have access to the most recent research findings in the field, the journal allows open-access to its articles.
DOI: 10.17632/nb4yzm6dp7.1
title: Supplementary Statistical Data (Raw data, and Chi-square & Fisher Statistics) - Diagnotic Potential of PTI

description: This study investigated the efficacy of the Rorschach test-based Perceptual Thinking Index (PTI) in differentiating individuals with schizophrenia from spiritually advanced healthy counterparts. Given the nuanced resemblance between spiritual phenomena and psychotic symptoms, precise differentiation becomes imperative, as misdiagnosing the former as the latter may lead to significant repercussions. Additionally, the research explored potential sex-specific variations within each group concerning PTI scores. The comparative analysis involved 20 participants in each group. Schizophrenic patients were selected via purposive sampling at the IMHH, adhering to ICD-10 (DCR) criteria. Spiritually advanced healthy individuals were convenience-sampled, screened using GHQ-12 and SPI-R. Later, Rorschach Inkblot Test was administered and overall PTI scores of each participant were computed. The provided data set (raw data), comprising of the socio-demographic characteristics and the total PTI score of each participant, lays the foundation of the results of the study. Moreover, the supplementary data set consisting of Chi-square and Fisher statistics enhances the validity of the same.
DOI: 10.17632/cfmczyr9vk.1
title: Conditions of the sandy Otindag in 2019

description: The data Otindag.xlsx comprises geographical locations of longitude (E) and latitude (N), annual average temperature (AnTem), annual precipitation (AnPre), fractional vegetation cover (FVC) on August 20, 2019, corresponding soil organic carbon (SOC) in the 0-20 cm soil layer, dominant plants at 75 investigated sites.
DOI: 10.17632/sf238jg557.1
title: GF-FRCNN MSCOCO

description: Geometric features play an important role in image captioning. Nowadays, many researchers focus on objects' geometric aspects and their interrelationships. However, all possible geometric features of MSCOCO (Lin et al., 2014) are not publicly available in an integrated form. To address this gap, a dataset named "GF-FRCNN MSCOCO" has been created, which stands for Geometric Features Extracted from 36 Bounding Boxes (Anderson et al., 2018) of Faster R-CNN (Ren et al., 2015) for each image in the MSCOCO (Lin et al., 2014) Image Captioning Dataset. This dataset, containing all the possible geometric features extracted from 123,287 images in the MSCOCO image captioning dataset (Lin et al., 2014) , provides essential spatial information about each object.

To ensure scale-invariant models that generalize across different image sizes, we normalized the bounding box features relative to image dimensions. This involves computing relative values for the top-left and bottom-right coordinates, width, height, area, and center coordinates of the bounding box. Additional derived features, such as the perimeter, diagonal length, margins from the image edges, and distance to the image center, are also normalized. These relative features are then aggregated into a comprehensive set and clipped to a range of [0, 1] to ensure valid values. The normalized and clipped features provide a robust representation of the geometric properties of objects within the images. For more details about the dataset structure and the content of each folder, please refer to the readme.pdf file included with the dataset. 

References
Ren, S., He, K., Girshick, R., Sun, J., 2015. Faster r-cnn: Towards realtime object detection with region proposal networks. Advances in neural
information processing systems 28.

Lin, T.Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., Zitnick, C.L., 2014. Microsoft coco: Common objects in context, in: Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V 13, Springer. pp. 740–755.

Anderson, P., He, X., Buehler, C., Teney, D., Johnson, M., Gould, S., Zhang, L., 2018. Bottom-up and top-down attention for image captioning and visual question answering, in: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 6077–6086.