cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Establishing Core elements for a Prehospital Emergency Care Systems Evaluation Tool (PECSET) for systems in early stages of development: A Delphi consensus
Creators: name: Nadarajan, Gayathri Devi
name: Pek, Pin Pin
name: Blewer, Audrey L.
name: Haedar, Ali
name: Staton, Catherine
name: Wong, Kwanhathai Darin
name: Mesa-Gaerlan, Faith Joan
name: Karim, Sarah
name: Riyapan, Sattha
name: Østbye, Truls
name: Ong, Marcus Eng Hock
name: Joiner, Anjni
Publisher: name: Taylor & Francis
Year: 2024
Subjects: Medicine
Pharmacology
Biotechnology
Environmental Sciences not elsewhere classified
Information Systems not elsewhere classified
Science Policy

description: International Prehospital Emergency Care (PEC) standards have been primarily developed by and for high resource settings. Most PEC systems in Asia, which are still in the early stages of development, struggle to achieve these standards. There is a need for an evaluation tool which can define achievable basic building blocks for PEC systems in low resource settings to improve quality of PEC. We aimed to identify the core, basic elements (building blocks of a PEC system) for a Prehospital Emergency Care Systems Evaluation Tool (PECSET) for low resource settings in Asia. A 4-stage modified Delphi consensus method was used to engage 32 PEC experts from 12 Asian countries. Participants voted on 32 elements identified from a prior scoping review, focus group discussions, and survey. Each round of voting was conducted through an anonymous, web-based application and followed by face-to-face group discussions. The first two rounds aimed to answer, “Is the element important and feasible in a low resource setting?” The last two stages aimed to answer “Should this element be prioritized as core in the tool?” A thematic analysis of the recorded and transcribed discussions was used to identify participants’ rationale for prioritization. After four rounds of voting, 12 elements were identified as core elements: 1) dispatch assisted instructions, 2) protocols for screening, triage and destination, (3) medical direction, 4) standardized training programs, 5) minimum ambulance standards, 6) operational metrics, 7) quality assurance, 8) operational safety protools, 9) essential patient care documentation, 10) medical records management, 11) layperson awareness and education and 12) universal access emergency number. However, the participants decided to include all 32 elements in the tool grouped into broader categories by percent agreement for a tiered approach for early, intermediate, and advanced PEC systems. Rationales for prioritization included a need for focus on basic infrastructure and building resilience in resource-stretched systems. Through a Delphi consensus process, stakeholders identified core elements for PEC systems in low resource settings. These findings will inform the development of a tool for quality assurance and monitoring in low resource settings in South and Southeast Asian countries.
Additional file 1: Annex 1. of Key aspects related to implementation of risk stratification in health care systems-the ASSEHS study
Creators: name: Mora, Joana
name: Iturralde, Miren
name: Prieto, Lucía
name: Domingo, Cristina
name: Gagnon, Marie-Pierre
name: Martínez-Carazo, Catalina
name: March, Anna
name: Massari, Daniele De
name: Martí, Tino
name: Nalin, Marco
name: Avolio, Francesca
name: Bousquet, Jean
name: Keenoy, Esteban
Publisher: name: Figshare
Year: 2017
Subjects: subject: Molecular Biology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Cancer
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Search question into PICO format. Search question organized in Problem/target population, Tool/Intervention, Comnparator and Outcomes. (DOCX 14 kb)
Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Prediction
Creators: name: Fu, En
name: Hu, Yanyan
name: Peng, Kaixiang
name: Chu, Yuxin
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (cs.LG)
subject: Artificial Intelligence (cs.AI)
subject: FOS: Computer and information sciences

description: The problem of the Remaining Useful Life (RUL) prediction, aiming at providing an accurate estimate of the remaining time from the current predicting moment to the complete failure of the device, has gained significant attention from researchers in recent years. In this paper, to overcome the shortcomings of rigid combination for temporal and spatial features in most existing RUL prediction approaches, a spatial-temporal homogeneous feature extractor, named Dual-Mixer model, is firstly proposed. Flexible layer-wise progressive feature fusion is employed to ensure the homogeneity of spatial-temporal features and enhance the prediction accuracy. Secondly, the Feature Space Global Relationship Invariance (FSGRI) training method is introduced based on supervised contrastive learning. This method maintains the consistency of relationships among sample features with their degradation patterns during model training, simplifying the subsequently regression task in the output layer and improving the model's performance in RUL prediction. Finally, the effectiveness of the proposed method is validated through comparisons with other latest research works on the C-MAPSS dataset. The Dual-Mixer model demonstrates superiority across most metrics, while the FSGRI training method shows an average improvement of 7.00% and 2.41% in RMSE and MAPE, respectively, for all baseline models. Our experiments and model code are publicly available at https://github.com/fuen1590/PhmDeepLearningProjects.
ENHANCING SPEAKING AND LISTENING SKILLS THROUGH INTERACTIVE TEACHING METHODS IN 10TH GRADE KARAKALPAK CLASSES
Creators: name: Torejanova, Altinay
name: Yusupov, K.A.
Publisher: name: Zenodo
Year: 2024

description: In the pursuit of language proficiency, speaking and listening skills are fundamental pillars. This article delves into the development of these essential skills among 10th-grade students in Karakalpak language classes through the implementation of interactive teaching methods. By exploring the challenges, importance, and effective strategies for fostering speaking and listening abilities, educators can create dynamic learning environments that empower students to communicate effectively in English within the Karakalpak linguistic context
Diradops mexicana Cresson 1874
Creators: name: Moreno, Alejandra González -
name: Bordera, Santiago
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Diradops
Diradops mexicana

description: Diradops mexicana Cresson, 1874
Distribution: Neotropical (Costa Rica, Mexico, Venezuela).
Habitat: Coastal dune scrubland, savannah, dry forest.
Phenology: Appendix I (Fig. 1).
Studied material: MEXICO. Yucatán State, Ría Lagartos Biosphere Reserve, Ría Lagartos Station, Post 024: 10–24. VI.2009, 1 Ƥ; Core II: 24.VI–08. VII.2009, 2 Ƥ. Cuyo Station, Cemetery: 22.X–10. XI.2008, 1 Ƥ. Sacbo: 20.V–03. VI.2008, 1 Ƥ; 03–17. VI.2008, 1 Ƥ, 1 3; 14–28. VII.2008, 2 Ƥ; 28.VII–12. VIII.2008, 1 Ƥ; 12– 28. VIII.2008, 1 Ƥ; 24.IX–08. X.2008, 1 Ƥ; 08–22. X.2008, 1 3 (CER– UADY). Tekal: 03–17. VI.2008, 1 Ƥ, 14– 28. VII.2008, 1 3; 28.VIII–10. IX.2008, 1 3; 10–24. IX.2008, 1 3; 24.IX–08. X.2008, 1 Ƥ; 08–22. X.2008, 1 Ƥ; 04– 18. II.2009, 1 Ƥ; 04–18. III.2009, 1 Ƥ; 18.III–01. IV.2009, 1 Ƥ; 01–15. IV.2009, 1 Ƥ; 27.V–10. VI.2009, 1 Ƥ; 08– 22. VII.2009, 3 33 (CEUA).
description: Published as part of Moreno, Alejandra González - & Bordera, Santiago, 2012, The Ichneumonidae (Hymenoptera: Ichneumonoidea) of Ría Lagartos Biosphere Reserve, Yucatán, Mexico, pp. 1-51 in Zootaxa 3230 on page 3, DOI: 10.5281/zenodo.214087
An Open Science Framework For Data Set Versioning
Creators: name: DEWES, CANDIDA
name: CSIBRIK, KARA
name: Leslie, Shannon
name: FITZGERRELL, AMY
name: LEON, AMANDA M.
Publisher: name: Zenodo
Year: 2024
Subjects: subject: Data Curation/statistics & numerical data
subject: Data Management/statistics & numerical data
subject: Data Stewardship

description: The Data Stewardship Team at the NASA National Snow and Ice Data Center (NSIDC) Distributed Active Archive Center (DAAC) recently overhauled its data set versioning guidelines, aimed at improving the documentation of data set changes for better provenance and to better incorporate FAIR principles. What began as an effort to standardize practices specific to minor versioning—to address known pain-points and more clearly define the actions to be followed by the data management teams—turned into an improved framework for decision-making on which versioning pathway to take when faced with a request from data providers to make updates to published data sets.  

While practices around major-versioning were more or less consistent across data management teams at NSIDC, decision-making and actions in response to a variety of data set updates was handled in inconsistent ways for the types of updates where the need for major-versioning was not obvious. We approached this problem by synthesizing current recommendations and standards set by the data stewardship community – e.g., the Earth Science Information Partners (ESIP), the Core Trustworthy Data Repository Requirements, Research Data Alliance (RDA), Zenodo, DataCite – while considering the NASA Long Term Archive requirements and NASA Earth Science Data System (ESDS) standards set for data producers.

Next we gathered a catalog of internal use cases which led to the categorization of triggers for data set updates. From there, a decision tree defined by questions related to changes in usability, interoperability, reproducibility, and provenance, was established to help the data management teams identify the most appropriate versioning pathway for a specific scenario. Once a pathway is identified, the actions to be taken for (1) major versioning, (2) minor versioning, or (3) updating without versioning are described in terms of the elements to be addressed (e.g. DOI record, collection metadata, User Guide, data file system, user announcements) and the staff members (subject matter experts) involved. These actions ultimately aim to ensure that the data set version history is well-documented and available to users, and that data files are preserved to the extent possible given contractual obligations and archiving constraints. 

This contribution is intended to foster discussion with other data repositories and NASA DAACs on how this framework could be improved, and to offer it as a specific example of open-science-based data stewardship strategy that could be adopted by other Earth Science data repositories.
Parischnogaster mellyi
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Vespidae
Parischnogaster
Parischnogaster mellyi

description: 35. Parischnogaster mellyi (de Saussure, 1852)
Ischnogaster mellyi de Saussure, 1852: 25. Type data: Male, MHNG. Type locality: “ Java ” (Indonesia).
Ischnogaster nigrifrons Smith, 1857: 113. Type data: Male, OUM. Type locality: Sarawak, Borneo.
Stenogaster nigrifrons Dover & Rao, 1922: 241.
Parischnogaster mellyi Schulthess, 1927: 82.
Stenogaster mellyi Pagden, 1962: 95.
Distribution: Bhutan: Chhukha, Zhemgang (Nidup et al. 2017). Elsewhere: China; India; Indonesia; Malaysia; Myanmar; Philippines; Singapore; Thailand; Vietnam (Das & Gupta 1989; Gawas et al. 2020; Nidup et al. 2017; Srinivasan & Kumar 2009)
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 314, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Parapolybia nodosa van der Vecht 1966
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Vespidae
Parapolybia
Parapolybia nodosa

description: 36. Parapolybia nodosa van der Vecht, 1966
Parapolybia nodosa van der Vecht, 1966: 39, 40. Type data: Holotype female, RMNH. Type locality: “Pilam, Formosa ” (Taiwan).
Distribution: Bhutan: Zhemgang, Samdrup Jongkhar, Pema Gatshel, Trongsa, Bumthang (Dorji, Klein, et al. 2017a, 2017b). Elsewhere: India; Nepal; Laos; Myanmar; Thailand; China; Vietnam (Das & Gupta 1989; Dorji, Klein, et al. 2017a, 2017b; Gawas et al. 2020; Pham & Li 2015; Tenzin & Katel 2019; van der Vecht 1966).
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 314, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Additional file 1: of Health care resource use by patients before and after a diagnosis of chronic fatigue syndrome (CFS/ME): a clinical practice research datalink study
Creators: name: Collin, Simon
name: Bakken, Inger
name: Nazareth, Irwin
name: Crawley, Esther
name: White, Peter
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: Plant Biology

description: Table S1. READ codes defining diagnoses, referrals and fatigue symptoms. Table S2. GP consultations, tests, prescriptions and referrals from 15 years before until 10 years after a first recorded diagnosis of CFS/ME in adult cases and controls. Table S3. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in paediatric cases and controls. Table S4. Symptoms from 15 years before (adults) or 10 years before (paediatric) until 10 years after a first recorded diagnosis of CFS/ME in cases and controls. Table S5a. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in female adult cases and controls. Table S5b. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in male adult cases and controls. Table S6a. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in top 3 IMD quintile adult cases and controls. Table S6b. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in bottom 2 IMD quintile adult cases and controls (DOCX 30 kb)
Parapolybia varia
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Vespidae
Parapolybia
Parapolybia varia

description: 37. Parapolybia varia (Fabricius, 1787)
Vespa varia Fabricius, 1787, Mant. Insect. 1: 293 " China ", leg. Pflu g (type UZMC). Gmelin, 1790, Syst. Nat, E d. 13, 1 (5): 2754. Olivier, 1791, Encycl. Méth. Insect. 6: 690. — Fabricius, 1793, Entom. Syst. 2: 282.
Polistes varia; Fabricius, 1804: 279.
Polybia orientalis de Saussure, 1854: 208.
Polybia artifex Smith, 1861: 90.
Icaria quadrimaculata Cameron, 1900: 496.
Icaria carinata Cameron, 1900: 499.
Icaria wroughtoni Cameron, 1900: 500.
Icaria fuscipennis Cameron, 1900: 501.
Icaria cameroni Dalla Torre, 1904: 73.
Icaria singapurensis Cameron, 1904: 120.
Icaria carinifera Schulz, 1906: 328.
Icaria annulipes Cameron, 1913: 115.
Stelopolybia disticha du Buysson, 1913: 298.
Distribution: Bhutan: Chhukha, Pema Gatshel, Zhemgang, Trashigang, Tsirang, Wangduephodrang, Gasa (Dorji, Klein, et al. 2017a, 2017b). Elsewhere: India; Nepal; Myanmar; Thailand; Malaysia; Indonesia; Philippines; China; Korea; Japan; Vietnam (Das & Gupta 1989; Dorji, Klein, et al. 2017a, 2017b; Gawas et al. 2020; Pham & Li 2015; Sora, Gawas, Gupta & Shaw 2019; Tenzin & Katel 2019; van der Vecht 1966).
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 314, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Lissonota
Creators: name: Moreno, Alejandra González -
name: Bordera, Santiago
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Lissonota

description: Lissonota sp.
Habitat: Coastal dune scrubland.
Phenology: September.
Studied material: MEXICO. Yucatán State, Ría Lagartos Biosphere Reserve, Cuyo Station, Punta Meco: 10– 24. IX.2008, 1 3 (CER– UADY).
description: Published as part of Moreno, Alejandra González - & Bordera, Santiago, 2012, The Ichneumonidae (Hymenoptera: Ichneumonoidea) of Ría Lagartos Biosphere Reserve, Yucatán, Mexico, pp. 1-51 in Zootaxa 3230 on page 3, DOI: 10.5281/zenodo.214087
Additional file 1: Annex 1. of Key aspects related to implementation of risk stratification in health care systems-the ASSEHS study
Creators: name: Mora, Joana
name: Iturralde, Miren
name: Prieto, Lucía
name: Domingo, Cristina
name: Gagnon, Marie-Pierre
name: Martínez-Carazo, Catalina
name: March, Anna
name: Massari, Daniele De
name: Martí, Tino
name: Nalin, Marco
name: Avolio, Francesca
name: Bousquet, Jean
name: Keenoy, Esteban
Publisher: name: Figshare
Year: 2017
Subjects: subject: Molecular Biology
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Cancer
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Search question into PICO format. Search question organized in Problem/target population, Tool/Intervention, Comnparator and Outcomes. (DOCX 14 kb)
Additional file 1: of Health care resource use by patients before and after a diagnosis of chronic fatigue syndrome (CFS/ME): a clinical practice research datalink study
Creators: name: Collin, Simon
name: Bakken, Inger
name: Nazareth, Irwin
name: Crawley, Esther
name: White, Peter
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Neuroscience
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: Cancer
subject: Science Policy
subject: Mental Health
subject: Plant Biology

description: Table S1. READ codes defining diagnoses, referrals and fatigue symptoms. Table S2. GP consultations, tests, prescriptions and referrals from 15 years before until 10 years after a first recorded diagnosis of CFS/ME in adult cases and controls. Table S3. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in paediatric cases and controls. Table S4. Symptoms from 15 years before (adults) or 10 years before (paediatric) until 10 years after a first recorded diagnosis of CFS/ME in cases and controls. Table S5a. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in female adult cases and controls. Table S5b. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in male adult cases and controls. Table S6a. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in top 3 IMD quintile adult cases and controls. Table S6b. GP consultations, tests, prescriptions and referrals from 10 years before until 10 years after a first recorded diagnosis of CFS/ME in bottom 2 IMD quintile adult cases and controls (DOCX 30 kb)
Predicting quantum evolutions of excitation energy transfer in a light-harvesting complex using multi-optimized recurrent neural networks
Creators: name: Zhao, Shun-Cai
name: Huang, Yi-Meng
name: Zhao, Zi-Ran
Publisher: name: arXiv
Year: 2024
Subjects: subject: Applied Physics (physics.app-ph)
subject: FOS: Physical sciences

description: Constructing models to discover physics underlying magnanimous data is a traditional strategy in data mining which has been proved to be powerful and successful. In this work, a multi-optimized recurrent neural network (MRNN) is utilized to predict the dynamics of photosynthetic excitation energy transfer (EET) in a light-harvesting complex. The original data set produced by the master equation were trained to forecast the EET evolution. An agreement between our prediction and the theoretical deduction with an accuracy of over 99.26\% is found, showing the validity of the proposed MRNN. A time-segment polynomial fitting multiplied by a unit step function results in a loss rate of the order of $10^{-5}$, showing a striking consistence with analytical formulations for the photosynthetic EET. The work sets up a precedent for accurate EET prediction from large data set by establishing analytical descriptions for physics hidden behind, through minimizing the processing cost during the evolution of week-coupling EET.
description: 16 pages, 9 figures
Additional file 2: Table S2-S9. of Anemia risk in relation to lead exposure in lead-related manufacturing
Creators: name: Nan-Hung Hsieh
name: Shun-Hui Chung
name: Szu-Chieh Chen
name: Chen, Wei-Yu
name: Yi-Hsien Cheng
name: Lin, Yi-Jun
name: Su-Han You
name: Liao, Chung-Min
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: Developmental Biology

description: Fitted quantal model for male lead-exposed workers. (DOCX 27Â kb)
Polistes (Gyrostoma) olivaceus
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Vespidae
Polistes
Polistes olivaceus

description: 38. Polistes (Gyrostoma) olivaceus (De Geer, 1773)
Vespa olivacea De Geer 1773: 582 (type, sexunstated, America, deposited in Naturhistoriska Riksmuseum, Stockholm).
Vespa hebraea Fabricius, 1787: 292.
Vespa undata Olivier, 1792: 684.
Vespa macaensis Fabricius, 1793: 259.
Distribution: Bhutan: Punakha, Wangduephodrang, Trashi Yangtse, Mongar, Trashigang, Trongsa, Bumthang, Samdrup Jongkhar, Sarpang, Zhemgang, Lhuentse (Dorji et al. 2016; Dorji, Klein, et al. 2017a). Elsewhere: Afghanistan; Amirantes; Australia; Bangladesh; Cambodia; Chagos Archipelago; Chile, Easter Is.; China; Egypt; Fiji; French Polynesia; Hawaii; India; Indonesia; Iran; Japan; Laos; Madagascar; Malaysia; Marianas; Maur tius; Myanmar; Nepal; New Caledonia; New Zealand; Oman; Pakistan; Philippines; Réunion; Samoa; Seychelles; Singapore; Society Is.; Sri Lanka; Tanzania; Thailand; Tonga; U.S.A.; Vietnam (Carpenter 1996; Das & Gupta 1989; Dorji et al. 2016; Dorji, Klein, et al. 2017a; Kumar 2010; Kumar, Kundu & Kazmi 2015; Kumar & Sharma 2014a, 2015b; Mahmood, Ullah, Aziz, Hasan & Inayatullah 2012; Nguyen & Carpenter 2019; Pham & Li 2015; Siddiqui et al. 2015; Sora et al. 2019; Tan, van Achterberg, Duan & Chen 2014; Tenzin & Katel 2019; Yamane & Yamane 1979).
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 315, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Data Analytics Service Composition and Deployment on Edge Devices
Creators: name: Zhao, Jianxin
name: Tiplea, Tudor
name: Mortier, Richard
name: Crowcroft, Jon
name: Wang, Liang
Publisher: name: ACM
Year: 2018
Subjects: cs.SE
cs.DB

description: Data analytics on edge devices has gained rapid growth in research, industry, and different aspects of our daily life. This topic still faces many challenges such as limited computation resource on edge devices. In this paper, we further identify two main challenges: the composition and deployment of data analytics services on edge devices. We present the Zoo system to address these two challenge: on one hand, it provides simple and concise domain-specific language to enable easy and and type-safe composition of different data analytics services; on the other, it utilises multiple deployment backends, including Docker container, JavaScript, and MirageOS, to accommodate the heterogeneous edge deployment environment. We show the expressiveness of Zoo with a use case, and thoroughly compare the performance of different deployment backends in evaluation.
title: It's not only about technology!  Educating future standards professionals
title: STS Conference Graz
titleType: Other
Creators: name: Fomin, Vladislav
name: Elisabeth, Staudegger
name: Veljanova, Hristina
name: Mosakas, Kęstutis
name: Kuzmuk, Oksana
name: Reiter, Barbara
name: Bierbauer, David
name: Laužikas, Rimvydas
Publisher: name: Zenodo
Year: 2024
Subjects: EDU4STANDARDS
STSConference
Graz
2024

description: On May 7, 2024, Edu4Standards teams from Vilnius University and the University of Graz presented the first preliminary results of WP2 at the 22nd Annual STS Conference Graz 2024 „Critical Issues in Science, Technology and Society Studies“ in Graz, Austria. 

The presentation was delivered during the session "B.3: (Responsible) Standardisation of Disruptive Digital Technologies”, chaired by the long-standing member of the academic group in standardisation research, Dr. Kai Jakobs. The presentation was entitled "It's not only about technology! Educating future standards professionals." 

The presentation was a milestone event, as this was the first time when the first version of the Intended Learning Outcomes (ILOs) for standardisation education and the vision of the Innovative Teaching Concept of Standardisation (ITCoS) – the intellectual products of WP2 – were presented to the public for discussion and feedback.

The presentation by two university teams was contributed to by joint efforts of Vladislav Fomin, Elisabeth Staudegger, Hristina Veljanova, Kęstutis Mosakas, Oksana Kuzmuk, David Bierbauer, Rimvydas Laužikas, and Barbara Reiter.

The abstract of the presentation has been published in the STS Graz book of abstracts and can be found at .
Additional file 2: Annex 2. of Key aspects related to implementation of risk stratification in health care systems-the ASSEHS study
Creators: name: Mora, Joana
name: Iturralde, Miren
name: LucĂ­A Prieto
name: Domingo, Cristina
name: Gagnon, Marie-Pierre
name: MartĂ­Nez-Carazo, Catalina
name: March, Anna
name: Massari, Daniele De
name: MartĂ­, Tino
name: Nalin, Marco
name: Avolio, Francesca
name: Bousquet, Jean
name: Keenoy, Esteban
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Cancer
subject: Science Policy
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Search Strategy. Key words used in the literature scoping review. (DOCX 13 kb)
Additional file 1: of Efficacy and safety of rebamipide liquid for chemoradiotherapy-induced oral mucositis in patients with head and neck cancer: a multicenter, randomized, double-blind, placebo-controlled, parallel-group phase II study
Creators: name: T. Yokota
name: T. Ogawa
name: S. Takahashi
name: K. Okami
name: T. Fujii
name: K. Tanaka
name: S. Iwae
name: I. Ota
name: T. Ueda
name: N. Monden
name: K. Matsuura
name: H. Kojima
name: S. Ueda
name: K. Sasaki
name: Y. Fujimoto
name: Y. Hasegawa
name: T. Beppu
name: H. Nishimori
name: S. Hirano
name: Y. Naka
name: Y. Matsushima
name: M. Fujii
name: M. Tahara
Publisher: name: Figshare
Year: 2017
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences

description: Supplementary Information: centers participating in the study; inclusion and exclusion criteria; oral mucositis assessment sheet. (DOCX 25Â kb)
Additional file 2: of Physician practice in food allergy prevention in the Middle East and North Africa
Creators: name: Vandenplas, Yvan
name: Abdulrahman AlFrayh
name: Bandar AlMutairi
name: Elhalik, Mahmoud
name: Green, Robin
name: Haddad, Joseph
name: Koshak, Emad
name: Miqdady, Mohamad
name: Mouane, Nezha
name: Salah, Mohamed
name: Samy, Gamal
name: Tavakol, Marzieh
name: Berg, Andrea Von
name: Szajewska, Hania
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Science Policy

description: Survey data tables. (PDF 41Â kb)
Additional file 1: of The effectiveness of a Supported Self-management task-shifting intervention for adult depression in Vietnam communities: study protocol for a randomized controlled trial
Creators: name: Murphy, Jill
name: Goldsmith, Charles
name: Jones, Wayne
name: Pham Oanh
name: Nguyen, Vu
Publisher: name: Figshare
Year: 2017
Subjects: subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Developmental Biology
subject: Science Policy

description: SPIRIT Checklist: MAC-FI Study Protocol. (PDF 106 kb)
Syzeuctus laminatus Townes 1978
Creators: name: Moreno, Alejandra González -
name: Bordera, Santiago
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Syzeuctus
Syzeuctus laminatus

description: Syzeuctus laminatus Townes, 1978
Distribution: Nearctic and Neotropical (United States, Mexico).
Habitat: Coastal dune scrubland, dry forest.
Phenology: Appendix I (Fig. 2).
Studied material: MEXICO. Yucatán State, Ría Lagartos Biosphere Reserve, Cuyo Station, Cemetery: 28.VIII–10. IX.2008, 1 Ƥ; 18.III–01. IV.2009, 1 Ƥ. Punta Meco: 03–17. VI.2008, 1 3; 01–14. VII.2008, 2 Ƥ, 1 3; 14–28. VII.2008, 2 Ƥ; 08–22. X.2008, 1 3 (CER– UADY); 22.X–10. XI.2008, 1 3; 10–26. XI.2008, 2 Ƥ, 1 3; 26.XI–10. XII.2008, 2 33; 23.XII.2008 –07. I.2009, 3 Ƥ; 07–21. I.2009, 1 3; 04–18.II.2009, Ƥ. Tekal: 08– 22. VII.2009, 1 Ƥ (CEUA).
description: Published as part of Moreno, Alejandra González - & Bordera, Santiago, 2012, The Ichneumonidae (Hymenoptera: Ichneumonoidea) of Ría Lagartos Biosphere Reserve, Yucatán, Mexico, pp. 1-51 in Zootaxa 3230 on page 3, DOI: 10.5281/zenodo.214087
Oidaematophorus rogenhoferi
Creators: name: Ustjuzhanin, Petr.
name: Kovtunovich, Vasiliy N.
name: Maksimov, Roman E.
Publisher: name: Zenodo
Year: 2024
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Lepidoptera
Pterophoridae
Oidaematophorus
Oidaematophorus rogenhoferi

description: Oidaematophorus rogenhoferi (Mann, 1871)
Material: 1♂, 26.VII.1923, Saylig-Khem-Taiga (Fig. 10) (CUK).
Distribution: Western Europe, European part of Russia, Russian Caucasus, Asia Minor, Uzbekistan, Kyrgyzstan, Tajikistan, Southern Siberia, south of Russian Far East, Japan, China (Xinjiang); Canada, United States (Alaska).
Remarks. The species is rare and locally distributed in Siberia. Larvae feed on various species of Erigeron (Arenberger 1995).
description: Published as part of Ustjuzhanin, Petr., Kovtunovich, Vasiliy N. & Maksimov, Roman E., 2024, New data on the plume moths from Khakassia and the South of the Krasnoyarsk Territory (Lepidoptera: Pterophoridae), pp. 13-20 in Ecologica Montenegrina 80 on page 17, DOI: 10.37828/em.2024.80.2, http://zenodo.org/record/14653121
Graph Domain Adaptation: Challenges, Progress and Prospects
Creators: name: Shi, Boshen
name: Wang, Yongqing
name: Guo, Fangda
name: Xu, Bingbing
name: Shen, Huawei
name: Cheng, Xueqi
Publisher: name: arXiv
Year: 2024
Subjects: subject: Machine Learning (cs.LG)
subject: Artificial Intelligence (cs.AI)
subject: FOS: Computer and information sciences

description: As graph representation learning often suffers from label scarcity problems in real-world applications, researchers have proposed graph domain adaptation (GDA) as an effective knowledge-transfer paradigm across graphs. In particular, to enhance model performance on target graphs with specific tasks, GDA introduces a bunch of task-related graphs as source graphs and adapts the knowledge learnt from source graphs to the target graphs. Since GDA combines the advantages of graph representation learning and domain adaptation, it has become a promising direction of transfer learning on graphs and has attracted an increasing amount of research interest in recent years. In this paper, we comprehensively overview the studies of GDA and present a detailed survey of recent advances. Specifically, we outline the research status and challenges, propose a taxonomy, introduce the details of representative works, and discuss the prospects. To the best of our knowledge, this paper is the first survey for graph domain adaptation. A detailed paper list is available at https://github.com/Skyorca/Awesome-Graph-Domain-Adaptation-Papers.
Polistes (Gyrostoma) tenebricosus Lepeletier 1836
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Eumenidae
Polistes
Polistes tenebricosus

description: 39. Polistes (Gyrostoma) tenebricosus Lepeletier, 1836
Polistes tenebricosa Lepeletier 1836: 529. Type locality: Java, Indonesia.
Polistes sulcatus Smith, 1852a: 38. Type data: Female, male BMNH. Type locality: Ningpo, China.
Polistes hoplitus de Saussure, 1853: 55. Type data: Female, MHNG. Type locality: Indes Orientales.
Polistes hoplites de Saussure, 1854: 255.
Polistes rugifrons Cameron, 1900: 412.
Polistes varicornis Cameron, 1905: 67.
Polistes javanicus Cameron, 1905: 68.
Polistes tenebricosus var. leopoldi Bequaert, 1934: 9.
Polistes tenebricosus var. sibuyanensis Bequaert, 1940: 266.
Distribution: Bhutan: Trashigang, Mongar, Wangduephodrang, Chhukha, Pema Gatshel, Zhemgang, Lhuentse (Dorji et al. 2016; Dorji, Klein, et al. 2017a). Elsewhere: China; India; Nepal; Vietnam; Myanmar; Indonesia; Philippines (Carpenter 1996; Das & Gupta 1989; Dorji et al. 2016; Dorji, Klein, et al. 2017a; Gawas et al. 2020; Kumar 2010; Kumar & Sharma 2014a, 2015b; Nguyen & Carpenter 2019; Pham & Li 2015; Sora et al. 2019; Tan, van Achterberg, Duan, et al. 2014; Tenzin & Katel 2019; Yamane & Yamane 1979).
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 315, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Polistes (Gyrostoma) rothneyi subsp. rothneyi Cameron 1900
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Eumenidae
Polistes
Polistes rothneyi
Polistes (gyrostoma) rothneyi rothneyi cameron, 1900

description: 40. Polistes (Gyrostoma) rothneyi rothneyi Cameron, 1900
Polistes rothneyi Cameron, 1900: 410. Type data: Male, OUM. Type locality: Barrackpore, West Bengal, India.
Polistes rufolineatus Cameron, 1900: 411. Type data: Female, male, OUM. Type locality: India.
Polistes yayeyamae Matsumura, 1911: 106. Type data: Female, male, UMHU. Type locality: Okinawa.
Polistes rothneyi sikkimensis van der Vecht, 1968: 102.
Polistes rothneyi tibetanus van der Vecht, 1968: 102.
Polistes rothneyi koreanus van der Vecht, 1968: 104.
Polistes rothneyi grahami van der Vecht, 1968: 104.
Polistes rothneyi iwatai van der Vecht, 1968: 104.
Polistes rothneyi hainanensis van der Vecht, 1968: 106.
Polistes rothneyi gressitti van der Vecht, 1968: 106.
Distribution: Bhutan: Trashigang, Punakha, Lhuentse, Trongsa, Bumthang (Dorji et al. 2016; Dorji, Klein, et al. 2017a). Elsewhere: Nepal; India (Carpenter 1996; Das & Gupta 1989; Dorji et al. 2016; Dorji, Klein, et al. 2017a; Dvořák 2007; Gawas et al. 2020; Rafi et al. 2017; Tenzin & Katel 2019).
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 315, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Technical report: Evaluating inter-annotator agreement for non-manual markers in sign languages
Creators: name: Esselink, L.D.
name: Oomen, M.
name: Roelofsen, Floris
Publisher: name: University of Amsterdam / Amsterdam University of Applied Sciences
Year: 2024
Subjects: Language, Communication and Culture

description: This report is part of a larger project that aims to create a standardized procedure for annotating non-manual markers (NMMs) in sign language data. The initial steps we took as part of this project—developing annotation guidelines and creating a dataset annotated according to these guidelines by two annotators—were previously reported in Oomen et al. (2023). The present report concerns the next step: a thorough evaluation of inter-annotator agreement, yielding substantial recommendations for improvement of the guidelines.
The report is structured as follows. In Section 1, we briefly outline our general motivations for developing a new protocol for annotating NMMs, and provide a brief summary of the first steps towards such a protocol as reported in Oomen et al. (2023). Section 2 describes general methods for evaluating inter-annotator agreement that can be applied to sign language data. Sections 3 and 4 discuss the results of applying these methods to our test dataset, where Section 3 focuses on general findings and Section 4 on tier-specific results and recommendations. Section 5 then introduces the proposed new tier structure for the updated version of the annotation guidelines. Section 6 considers two ways of fine-tuning the way in which inter-annotator agreement is calculated, Section 7 provides a general discussion, and Section 8 concludes.
Update 30-04-2024:
- Version 1.2 is updated to fine-tune recommendations and to include the proposed new tier structure.
A Review on Trajectory Datasets on Advanced Driver Assistance System
Creators: name: Zhou, Hang
name: Ma, Ke
name: Li, Xiaopeng
Publisher: name: arXiv
Year: 2024
Subjects: subject: Applications (stat.AP)
subject: FOS: Computer and information sciences

description: This paper presents a comprehensive review of trajectory data of Advanced Driver Assistance System equipped-vehicle, with the aim of precisely model of Autonomous Vehicles (AVs) behavior. This study emphasizes the importance of trajectory data in the development of AV models, especially in car-following scenarios. We introduce and evaluate several datasets: the OpenACC Dataset, the Connected & Autonomous Transportation Systems Laboratory Open Dataset, the Vanderbilt ACC Dataset, the Central Ohio Dataset, and the Waymo Open Dataset. Each dataset offers unique insights into AV behaviors, yet they share common challenges in terms of data availability, processing, and standardization. After a series of data cleaning, outlier removal and statistical analysis, this paper transforms datasets of varied formats into a uniform standard, thereby improving their applicability for modeling AV car-following behavior. Key contributions of this study include: 1. the transformation of all datasets into a unified standard format, enhancing their utility for broad research applications; 2. a comparative analysis of these datasets, highlighting their distinct characteristics and implications for car-following model development; 3. the provision of guidelines for future data collection projects, along with the open-source release of all processed data and code for use by the research community.
description: 6 pages, 2 figures
Zaglyptomorpha
Creators: name: Moreno, Alejandra González -
name: Bordera, Santiago
Publisher: name: Zenodo
Year: 2012
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Ichneumonidae
Zaglyptomorpha

description: Zaglyptomorpha sp.
Habitat: Coastal dune scrubland.
Phenology: April.
Studied material: MEXICO. Yucatán State, Ría Lagartos Biosphere Reserve, Cuyo Station, Sacbo: 15– 29. IV.2009, 1 3 (CER– UADY).
description: Published as part of Moreno, Alejandra González - & Bordera, Santiago, 2012, The Ichneumonidae (Hymenoptera: Ichneumonoidea) of Ría Lagartos Biosphere Reserve, Yucatán, Mexico, pp. 1-51 in Zootaxa 3230 on pages 3-4, DOI: 10.5281/zenodo.214087
Technical report: Evaluating inter-annotator agreement for non-manual markers in sign languages
Creators: name: Esselink, L.D.
name: Oomen, M.
name: Roelofsen, Floris
Publisher: name: University of Amsterdam / Amsterdam University of Applied Sciences
Year: 2024
Subjects: Language, Communication and Culture

description: This report is part of a larger project that aims to create a standardized procedure for annotating non-manual markers (NMMs) in sign language data. The initial steps we took as part of this project—developing annotation guidelines and creating a dataset annotated according to these guidelines by two annotators—were previously reported in Oomen et al. (2023). The present report concerns the next step: a thorough evaluation of inter-annotator agreement, yielding substantial recommendations for improvement of the guidelines.
The report is structured as follows. Section 2 describes general methods for evaluating inter-annotator agreement that can be applied to sign language data. Sections 3 and 4 discuss the results of applying these methods to our test dataset, where Section 3 focuses on general findings and Section 4 on tier-specific results and recommendations. Section 5 considers two ways of fine-tuning the way in which inter-annotator agreement is calculated, Section 6 provides a general discussion, and Section 7 concludes.
Additional file 2: Annex 2. of Key aspects related to implementation of risk stratification in health care systems-the ASSEHS study
Creators: name: Mora, Joana
name: Iturralde, Miren
name: LucĂ­A Prieto
name: Domingo, Cristina
name: Gagnon, Marie-Pierre
name: MartĂ­Nez-Carazo, Catalina
name: March, Anna
name: Massari, Daniele De
name: MartĂ­, Tino
name: Nalin, Marco
name: Avolio, Francesca
name: Bousquet, Jean
name: Keenoy, Esteban
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Developmental Biology
subject: Cancer
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Computational Biology

description: Search Strategy. Key words used in the literature scoping review. (DOCX 13 kb)
Possible scenario of dynamical chiral symmetry breaking in the interacting instanton liquid model
Creators: name: Suda, Yamato
name: Jido, Daisuke
Publisher: name: arXiv
Year: 2024
Subjects: subject: High Energy Physics - Phenomenology (hep-ph)
subject: Nuclear Theory (nucl-th)
subject: FOS: Physical sciences

description: We compute the vacuum energy density as a function of the quark condensate in the interacting instanton liquid model (IILM) and examine the pattern of dynamical chiral symmetry breaking from its behavior around the origin. This evaluation is performed by using simulation results of the IILM. We find that chiral symmetry is broken in the U(1)_A anomaly assisted way in the IILM with three-flavor dynamical quarks. We call such a symmetry breaking the anomaly-driven breaking which is one of the scenarios of chiral symmetry breaking proposed in the context of the chiral effective theories. We also find that the instanton-quark interaction included in the IILM plays a crucial role for the anomaly-driven breaking by comparing the full and the quenched IILM calculations.
description: 12 pages, 7 figures, 11 tables
Polistes (Polistella) adustus Bingham 1897
Creators: name: Dorji, Phurpa
name: Nidup, Tshering
name: Klein, Wim
name: Dorji, Cheten
name: Daglio, Anthony
name: Gyeltshen, Choki
Publisher: name: Zenodo
Year: 2022
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hymenoptera
Eumenidae
Polistes
Polistes adustus

description: 41. Polistes (Polistella) adustus Bingham, 1897
Polistes adustus Bingham, 1897: 397. Type data: Holotype female, BMNH. Type locality: Sikkim, India.
Distribution: Bhutan: Bumthang, Trashigang, Chhukha, Thimphu, Tsirang (Dorji et al. 2016; Dorji, Klein, et al. 2017a). Elsewhere: India; Nepal; China (Das & Gupta 1989; Dorji et al. 2016; Dorji, Klein, et al. 2017a; Gawas et al. 2020; Ghosh, Kumar, Tripathy & Chandra 2020; Nguyen et al. 2011; Tenzin & Katel 2019).
description: Published as part of Dorji, Phurpa, Nidup, Tshering, Klein, Wim, Dorji, Cheten, Daglio, Anthony & Gyeltshen, Choki, 2022, An annotated checklist of the Vespidae (Hymenoptera: Vespoidea) of Bhutan with new records, pp. 301-332 in Zootaxa 5150 (3) on page 316, DOI: 10.11646/zootaxa.5150.3.1, http://zenodo.org/record/6622906
Additional file 1: Figure S1. of Central peptidergic modulation of peripheral olfactory responses
Creators: name: Lee, Sion
name: Kim, Young-Joon
name: Jones, Walton
Publisher: name: Figshare
Year: 2017
Subjects: subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Immunology
subject: FOS: Clinical medicine
subject: Developmental Biology
subject: 60506 Virology

description: NPF expression patterns. A Brains from male flies >10 days post-eclosion stained with an NPF-specific antiserum (green) show clear NPF depletion in NPF-G4 > NPF-IR flies compared to the NPF-GAL4/+ and UAS-NPF-IR/+ heterozygous controls. All brains are counter-stained with the nc82 neuropil marker (magenta). Scale bars, 50 μm. B, C Brains from (2x)NPF-Gal4 > (2x)UAS-myr::GFP flies stained with a GFP-specific antiserum show neuronal processes of NPF neurons innervating the antennal lobes in both males and females (C). (PDF 6184 kb)