cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5785319
title: Underling data for "The Battery   Life Estimation of a Battery under Different Stress  Conditions"

description: Each file reports the capacity trend as a function of the number of cycles, for NMC cells aged according to different protocols, as reported in the following table:






Test Number



Discharge Current (C-Rate)



ΔSOC = SOCin − SOCfin



Cycle between Control Tests





1



1 C



80−20



200





2



2 C



80−20



200





3



3 C



80−20



100 1





4



5 C



80−20



100





5



1 C



90−10



160





6



1 C



70−30



320





7



5 C



70−30



320





8



3 C



90−10



160  





9



8 ×   3C@80%DOD + 10  × 2C@40%DOD



90−10, 70−30



90





The number of the file corrrespond to the test number (e.g. B1 referers to results for a cell undergone test 1). Cells tested where 20 Ah EIG NMC-graphite.

In order to compare the results for cells subjected to life tests with different ΔSOCs, it is necessary to appropriately quantize the cumulative charge, to obtain a suitably defined equivalent cycle. To this end, we consider the greatest common factor (GCF) among ΔSOCs. We then define the number of equivalent cycles (ECs) of each life test as the ratio between the ΔSOC value and GCF. In our case, we considered 3 ΔSOC: 40%, 60%, and 80%. The GCF is therefore 20%. Hence, the number of EC equals 2, 3, and 4 for each cycle at ΔSOC 40, 60, and 80%, respectively. Obviously, this is not the only quantization possible, but a different choice does not affect the validity of the model, as long as the transformation is linear, although it would lead to different results for the parameters.

The capacity has been evaluated with a standard charge-discharge cycle at 0.5C rate, after a given number of test cycles, as reported in the files. All files are structured as follows:




Column number
1
2
3


Field description
Number of cycles
Number of equivalrent cycles
Relative capacity




Relative capacity: ratio between the capacity value after N cycle and the capacity value at the beginning of life.
DOI: 10.5281/zenodo.5785320
title: Underling data for "The Battery   Life Estimation of a Battery under Different Stress  Conditions"

description: Each file reports the capacity trend as a function of the number of cycles, for NMC cells aged according to different protocols, as reported in the following table:






Test Number



Discharge Current (C-Rate)



ΔSOC = SOCin − SOCfin



Cycle between Control Tests





1



1 C



80−20



200





2



2 C



80−20



200





3



3 C



80−20



100 1





4



5 C



80−20



100





5



1 C



90−10



160





6



1 C



70−30



320





7



5 C



70−30



320





8



3 C



90−10



160  





9



8 ×   3C@80%DOD + 10  × 2C@40%DOD



90−10, 70−30



90





The number of the file corrrespond to the test number (e.g. B1 referers to results for a cell undergone test 1). Cells tested where 20 Ah EIG NMC-graphite.

In order to compare the results for cells subjected to life tests with different ΔSOCs, it is necessary to appropriately quantize the cumulative charge, to obtain a suitably defined equivalent cycle. To this end, we consider the greatest common factor (GCF) among ΔSOCs. We then define the number of equivalent cycles (ECs) of each life test as the ratio between the ΔSOC value and GCF. In our case, we considered 3 ΔSOC: 40%, 60%, and 80%. The GCF is therefore 20%. Hence, the number of EC equals 2, 3, and 4 for each cycle at ΔSOC 40, 60, and 80%, respectively. Obviously, this is not the only quantization possible, but a different choice does not affect the validity of the model, as long as the transformation is linear, although it would lead to different results for the parameters.

The capacity has been evaluated with a standard charge-discharge cycle at 0.5C rate, after a given number of test cycles, as reported in the files. All files are structured as follows:




Column number
1
2
3


Field description
Number of cycles
Number of equivalrent cycles
Relative capacity




Relative capacity: ratio between the capacity value after N cycle and the capacity value at the beginning of life.
DOI: 10.57702/t9edomjz
title: Import GRLP Narual Areas

description: Daten zu Naturräumen werden über eine URL vom Geoportal Rheinland-Pfalz (GRLP) abgerufen und anschließend mithilfe eines Apache NiFi-Flows in ein Kafka-Topic integriert. Apache NiFi wird dabei verwendet, um den Datenfluss von der Quelle bis zum Ziel zu orchestrieren, zu transformieren und zu verwalten. Kafka dient in diesem Kontext als verteilte Streaming-Plattform, auf der die Daten in Echtzeit gespeichert und für weitere Verarbeitungsschritte oder zur Verteilung an andere Systeme bereitgestellt werden.
DOI: 10.57702/osyr75m0
title: ANA

description: Die strukturierte Notrufabfrage wird durch die adaptiven Möglichkeiten von Notitia erweitert. Dadurch kann sich der Gesprächsverlauf flexibel an die aktuell verfügbaren Daten anpassen, wodurch starre, vordefinierte Abläufe vermieden werden. Dies ermöglicht eine dynamischere und effektivere Kommunikation im Notfall, da die Abfrage in Echtzeit auf die spezifischen Bedürfnisse und Informationen der jeweiligen Situation reagieren kann.
DOI: 10.4121/072096e6-ee4e-4370-bca5-c8180f1dc074
title: Data underlying the publication: The validity of simplifying gaming simulations

description: Simplifications of the real world affect the validity and reliability of gaming simulations. This challenges the application of gaming simulations as an instrument for experiential learning, reflective practices and data collection. This study investigates the effects of simplification on extracting tacit knowledge from human behaviour by answering the research question: Can tacit knowledge in a simplified design of a gaming simulation be transferred without compromising the validity and reliability corresponding to the real-world complexity? By applying a participatory design a gaming simulation is tested as an instrument to extract tacit knowledge. To test and evaluate the validity of this application, simulation sessions have been performed with experts from the field. In simplifying reality, participants' participation emphasized that the most accurate representation of reality is a prerequisite for capturing tacit knowledge. This in turn contributes again to the validity of the simulation design. The results show that simplification of the real world didn't affect participants' perspective on the use of the gaming simulation as an experiential tool to enable learning processes or create awareness. And that a simplified simulation design, is still valid in addressing the real-world complexity, with minimization of the level of abstraction and maximization of the truthfulness.
DOI: 10.4121/072096e6-ee4e-4370-bca5-c8180f1dc074.v1
title: Data underlying the publication: The validity of simplifying gaming simulations

description: Simplifications of the real world affect the validity and reliability of gaming simulations. This challenges the application of gaming simulations as an instrument for experiential learning, reflective practices and data collection. This study investigates the effects of simplification on extracting tacit knowledge from human behaviour by answering the research question: Can tacit knowledge in a simplified design of a gaming simulation be transferred without compromising the validity and reliability corresponding to the real-world complexity? By applying a participatory design a gaming simulation is tested as an instrument to extract tacit knowledge. To test and evaluate the validity of this application, simulation sessions have been performed with experts from the field. In simplifying reality, participants' participation emphasized that the most accurate representation of reality is a prerequisite for capturing tacit knowledge. This in turn contributes again to the validity of the simulation design. The results show that simplification of the real world didn't affect participants' perspective on the use of the gaming simulation as an experiential tool to enable learning processes or create awareness. And that a simplified simulation design, is still valid in addressing the real-world complexity, with minimization of the level of abstraction and maximization of the truthfulness.
DOI: 10.57702/myl1klia
title: KIANA_Asthmaanfall

description: Dies ist eine Erweiterung der KIANA-Demonstration, die speziell auf den Anwendungsfall eines Asthmaanfall abgestimmt ist. Das System gibt, basierend auf den geschilderten Symptomen, gezielte Hinweise, die auf das Vorliegen einen Asthmaanfall hindeuten könnten.
DOI: 10.15468/dl.r8se5t
title: Occurrence Download

description: A dataset containing 278665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 278665 records from 1116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000117-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/hiypixzi
title: SNA

description: Durch den Einsatz der Notitia-Tools wird eine strukturierte und zielgerichtete Notrufabfrage realisiert, die eine klare Grundstruktur für die Fragestellung bereitstellt. Diese Struktur sorgt dafür, dass alle relevanten Informationen systematisch erfasst werden, wodurch der Ablauf des Gesprächs effizient und übersichtlich gestaltet wird.
DOI: 10.57702/0o8r940h
title: KIANA_Lungenembolie

description: Dies ist eine Erweiterung der KIANA-Demonstration, die speziell auf den Anwendungsfall einer Lungenembolie abgestimmt ist. Das System gibt, basierend auf den geschilderten Symptomen, gezielte Hinweise, die auf das Vorliegen einer Lungenembolie hindeuten könnten.
DOI: 10.15468/dl.4g4uha
title: Occurrence Download

description: A dataset containing 217307 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Manscape"
 ]
}

 The dataset includes 217307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000120-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jkp67
title: Occurrence Download

description: A dataset containing 102650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Faune Occitanie : Saisie naturaliste opportuniste-Données opportunistes OISEAUX de Faune-Occitanie",
 "TaxonKey is Parus major Linnaeus, 1758"
 ]
}

 The dataset includes 102650 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000123-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71578/aqczdp
title: Mediciones históricas del viento a 2 metros de altura de la red DMC

description: La rapidez, dirección del viento y el indicador de viento variable son las variables que registra la red meteorológica de la Dirección Meteorológica de Chile (DMC). Esta colección contiene la información almacenada por 326 estaciones que han registrado, en algún momento, la orientación del viento desde 1950, espaciados por una hora. Es importante destacar que no todas las estaciones se encuentran actualmente operativas. Los datos se actualizan directamente desde los servicios de la DMC y pueden ser visualizados en el visor de Series de Datos de la Plataforma de Datos de Itrend. Además se provee de una base de datos histórica en formato .npz* y .mat** que se actualiza cada 30 días para aquellas estaciones que aún están vigentes. *Para cargar los datos correctamente en Python se recomienda usar el siguiente código: ```python import numpy as np with np.load(filename, allow_pickle = True) as f: data = {} for key, value in f.items(): data[key] = value.item() ``` **Los datos de fechas están en formato ```datenum```, y para cargarlos correctamente en formato ```datetime```, se recomienda usar el siguiente comando en Matlab: ```python datetime(TS.x , 'ConvertFrom' , 'datenum') ```
DOI: 10.57702/54x8o8lr
title: KIANA Exacerberierte COPD

description: Dies ist eine Erweiterung der KIANA-Demonstration, die speziell auf den Anwendungsfall einer Exacerberierte COPD abgestimmt ist. Das System gibt, basierend auf den geschilderten Symptomen, gezielte Hinweise, die auf das Vorliegen einer Exacerberierte COPD hindeuten könnten.
DOI: 10.15468/dl.nxm8ge
title: Occurrence Download

description: A dataset listing the 263 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.14467 2.35058,32.1424 2.07231,32.41746 2.0689,32.39246 2.3483,32.14467 2.35058))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2024"
 ]
}

 The dataset's 263 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000118-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71578/nfkwqo
title: Mediciones históricas de precipitaciones cada 6 horas de la red DMC

description: En meteorología, la precipitación es cualquier forma de hidrometeoro que cae de la atmósfera y llega a la superficie terrestre. Este fenómeno incluye lluvia, llovizna, nieve, aguanieve, granizo, pero no virga, neblina ni rocío, que son formas de condensación y no de precipitación. Esta es una de las variables que registra la red meteorológica de la Dirección Meteorológica de Chile (DMC). Esta colección contiene la información almacenada por 489 estaciones que han registrado, en algún momento, precipitaciones desde 1941, espaciados cada 6 horas en aquellos días que se registró algún dato. Además de la precipitación, se indica la traza, correspondiente a una variable binaria que indica si hubo alguna precipitación pero que no pudo ser registrada, ya sea por limitaciones técnicas o de otra índole. Es importante destacar que no todas las estaciones se encuentran actualmente operativas. Los datos se actualizan directamente desde los servicios de la DMC y pueden ser visualizados en el visor de Series de Datos de la Plataforma de Datos de Itrend. Además se provee de una base de datos histórica en formato .npz* y .mat** que se actualiza cada 30 días para aquellas estaciones que aún están vigentes. *Para cargar los datos correctamente en Python se recomienda usar el siguiente código: ```python import numpy as np with np.load(filename, allow_pickle = True) as f: data = {} for key, value in f.items(): data[key] = value.item() ``` **Los datos de fechas están en formato ```datenum```, y para cargarlos correctamente en formato ```datetime```, se recomienda usar el siguiente comando en Matlab: ```python datetime(TS.x , 'ConvertFrom' , 'datenum') ```
DOI: 10.57702/6cxu39ug
title: KIANA_Herzinsuffizienz

description: Dies ist eine Erweiterung der KIANA-Demonstration, die speziell auf den Anwendungsfall einer Herzinsuffizienz abgestimmt ist. Das System gibt, basierend auf den geschilderten Symptomen, gezielte Hinweise, die auf das Vorliegen einer Herzinsuffizienz hindeuten könnten.
DOI: 10.5281/zenodo.13884918
title: The Regulation of Microglia Activity and the Production of IL-1α and IL-6 in the Degenerated Retina by Mesenchymal Stem Cells

description: Activation of immune response and production of proinflammatory factors plays an important role in the development and progression of retinal degenerative diseases (RDD). For this reason, focusing on immunomodulation is potential option for the efficient ophthalmological therapy. Mesenchymal stem cells (MSCs) have been study in the treatment of RDD mainly due to their regenerative and neuroprotective actions. Nevertheless, MSCs also possess several immunomodulatory properties. Our study shows that NaIO3-induced degeneration increased in vitro and in vivo expression of genes for Interleukin (IL)-1α and IL-6 in the mouse retinal tissue. In addition, intraperitoneal application of NaIO3 increased expression of gene for Iba-1 and infiltration of CD45+CD11b+ cells into the retina. CD45+ population was also responsible for the production of IL-1α while IL-6 was produced by CD45- cells. Cocultivation of degenerated retina in the presence of MSCs decreased the expression and production of both studied cytokines and expression of gene for Iba-1 in the retinal tissue. On contrary, it was observed that MSCs treated with supernatant from degenerated retina increased the expression of genes for cyclooxygenase-2, transforming growth factor-β, programmed-death ligand 1 and nerve growth factor. These results show that MSCs are able to regulate immune reaction in the degenerated retinal environment.
DOI: 10.5281/zenodo.13884919
title: The Regulation of Microglia Activity and the Production of IL-1α and IL-6 in the Degenerated Retina by Mesenchymal Stem Cells

description: Activation of immune response and production of proinflammatory factors plays an important role in the development and progression of retinal degenerative diseases (RDD). For this reason, focusing on immunomodulation is potential option for the efficient ophthalmological therapy. Mesenchymal stem cells (MSCs) have been study in the treatment of RDD mainly due to their regenerative and neuroprotective actions. Nevertheless, MSCs also possess several immunomodulatory properties. Our study shows that NaIO3-induced degeneration increased in vitro and in vivo expression of genes for Interleukin (IL)-1α and IL-6 in the mouse retinal tissue. In addition, intraperitoneal application of NaIO3 increased expression of gene for Iba-1 and infiltration of CD45+CD11b+ cells into the retina. CD45+ population was also responsible for the production of IL-1α while IL-6 was produced by CD45- cells. Cocultivation of degenerated retina in the presence of MSCs decreased the expression and production of both studied cytokines and expression of gene for Iba-1 in the retinal tissue. On contrary, it was observed that MSCs treated with supernatant from degenerated retina increased the expression of genes for cyclooxygenase-2, transforming growth factor-β, programmed-death ligand 1 and nerve growth factor. These results show that MSCs are able to regulate immune reaction in the degenerated retinal environment.
DOI: 10.57702/rdkst3eo
title: Demo KIANA

description: In dieser Demonstration wird ein Ansatz für die hybrid-intelligente Notrufbearbeitung vorgestellt. Das System unterstützt den Anwender, indem es automatisch Vorschläge für Fragen generiert, die im Gespräch mit dem Anrufer gestellt werden können. Diese Fragen sind darauf ausgelegt, relevante Informationen über die Situation zu sammeln. Je nach den Antworten des Anrufers passt das System die nachfolgenden Fragen dynamisch an, insbesondere wenn bestimmte Symptome oder Details beschrieben werden, um eine präzisere Einschätzung der Lage zu ermöglichen.
DOI: 10.6084/m9.figshare.27179805
title: Lessons from a systematic tracing process dataset annonymised

description: We describe lessons learned from a systematic tracing process aimed to support linkage to care for people diagnosed with TB in one health disctrict.<b> </b>We used the Western Cape Provincial Health Data Centre (PHDC), to identify persons newly diagnosed with TB (January-December 2020) who were not recorded as linked to care after routine linking efforts, in one peri-urban health sub-district in Cape Town, South Africa. We followed a systematic tracing process; we included visits to primary health care (PHC) facilities to verify linkage status for these persons and then home-based tracing for all people with no evidence of linkage at PHC level. We plotted our systematic process and used the PHDC to determine demographic, clinical characteristics, and linkage outcomes five months after the end of the process.
DOI: 10.6084/m9.figshare.27179805.v1
title: Lessons from a systematic tracing process dataset annonymised

description: We describe lessons learned from a systematic tracing process aimed to support linkage to care for people diagnosed with TB in one health disctrict.<b> </b>We used the Western Cape Provincial Health Data Centre (PHDC), to identify persons newly diagnosed with TB (January-December 2020) who were not recorded as linked to care after routine linking efforts, in one peri-urban health sub-district in Cape Town, South Africa. We followed a systematic tracing process; we included visits to primary health care (PHC) facilities to verify linkage status for these persons and then home-based tracing for all people with no evidence of linkage at PHC level. We plotted our systematic process and used the PHDC to determine demographic, clinical characteristics, and linkage outcomes five months after the end of the process.
DOI: 10.57702/e5vkpek2
title: Spell Demonstrator

description: Der Spell Demonstrator veranschaulicht den gesamten Prozess aus der Perspektive des Anwenders. Das heißt der Anwender erhält einen Notruf und muss dem Anrufenden gezielte Fragen stellen, um die SItuation einschätzen zu können. Hierbei werden je nach Beschwerden der Person am Telefon, bestimmte Fragen vorgeschlagen. Dies wird auf der Benutzeroberfläche veranschaulicht.
DOI: 10.57702/584iunwz
title: KIANA_Sepsis

description: Dies ist eine Erweiterung der KIANA-Demonstration, die speziell auf den Anwendungsfall einer Sepsis abgestimmt ist. Das System gibt, basierend auf den geschilderten Symptomen, gezielte Hinweise, die auf das Vorliegen einer Sepsis hindeuten könnten.
DOI: 10.57702/ewq5huaz
title: Demo Leitstellensimulation

description: In der Demonstration wird eine ereignisdiskrete Simulation einer BOS-Leitstelle und den relevanten Prozessen Vom Notrufeingang bis zur Disposition dargestellt. Mit der Simulation können zum Beispiel Änderungen in den Prozessabläufen oder der Tischbesetzung oder Szenarien zur zukünftigen Anrufentwicklung untersucht werden.
DOI: 10.5281/zenodo.13898595
title: Supplementary Material for the paper "Assessing the Understanding of Expressions: A Qualitative Study of Notional-Machine-Based Exam Questions"

description: Supplementary Material for the paper "Assessing the Understanding of Expressions: A Qualitative Study of Notional-Machine-Based Exam Questions":



exam_questions.pdf: Complete statement of the 12 exam questions.

mistakes.xlsx: Excel sheet with the full comprehensive list detailing all the mistakes and codes that resulted from our analysis.
DOI: 10.57702/1cyei513
title: SPELL Information Model

description: Das SPELL-Informationsmodell beschreibt die Struktur und Organisation von Daten und Informationen innerhalb der SPELL-Plattform. Es definiert, wie verschiedene Datenquellen integriert, verarbeitet und dargestellt werden, um eine einheitliche und konsistente Informationsbasis zu schaffen. Das Modell stellt sicher, dass alle relevanten Daten in einer klaren und nachvollziehbaren Weise organisiert sind, sodass sie effizient genutzt werden können, beispielsweise für die Entscheidungsfindung, Analyse oder zur Unterstützung von Einsatzkräften in Notfallsituationen. Durch das SPELL-Informationsmodell wird eine robuste Grundlage für die Interoperabilität und den Austausch von Informationen zwischen unterschiedlichen Systemen und Akteuren geschaffen.
DOI: 10.5281/zenodo.13898645
title: 【outputs_search_best_number_tokens_large_scales_FB】only two 8B LLMs, only FB task, [1 (best # of tokens) + 1 (corresponding language materials)] ⨉ 6 (parts) = 12 files

description: only two 8B LLMs,  

only FB task,

[1 (best # of tokens) + 1 (corresponding language materials)] ⨉ 6 (parts) = 12 files
DOI: 10.5281/zenodo.13898646
title: 【outputs_search_best_number_tokens_large_scales_FB】only two 8B LLMs, only FB task, [1 (best # of tokens) + 1 (corresponding language materials)] ⨉ 6 (parts) = 12 files

description: only two 8B LLMs,  

only FB task,

[1 (best # of tokens) + 1 (corresponding language materials)] ⨉ 6 (parts) = 12 files
DOI: 10.5281/zenodo.13886596
title: Scalable and lightweight deep learning for high-throughput single-molecule localization microscopy

description: The nuclear pore complex data of astigmatic and  6μm DMO-tetrapod PSF in Figure 3.