cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/z2zyz3gbgd.1
title: The effects of percussive massage therapy on thoracolumbar fascia structure in low back pain patient 

description: Fascia plays a potential role in developing chronic diseases[1], even cancer[2]. As the largest fascial structure in the body, the thoracolumbar fascia (TLF) is a composite structural material consisting of tendons and fascial planes that connects the latissimus dorsi and gluteus maximus muscles[3]. Its primary function is to help stabilize the spine and transmit forces between the lumbar spine and pelvis[4]. At the beginning of the twenty-first century, Langevin M proposed an interactive model of the pathogenesis of thoracolumbar fascia and lower back pain[5]. A subsequent series of studies found that the thoracolumbar fascia in patients with low back pain showed thickening[6], reduced shear strain[7], and structural disturbances [8] compared to individuals without low back pain. These changes in the TLF may induce pain by stimulating A- and C-fiber nociceptors[9, 10]. Fascial thickening has been found to vary, even in healthy individuals[11]. This is associated with fascial densification caused by overuse[12]. The abnormality of the fascial structure could be reversed by applying mechanical forces (twisting, tension, compression, stretching, bending and friction, percussion) to the soft tissues [5, 13, 14]. This phenomenon may be attributed to mechanical stimulation that increases the local strain on the loose connective tissue, causing hyaluronic acid hydration to reduce the viscosity[15]. Treatment of deep fascia requires adequate, and sustained pressure[16], thereby therapists often use power tools, such as handheld percussion devices, to improve fascial function[17, 18].
	Recently, handheld percussive massage therapy (PT) has received increasing attention. Different manufacturers (e.g., Theragun, Hyperice) offer this equipment for self-massage or therapist treatment, which can usually provide up to 53Hz percussion frequency, 16mm amplitude, and various massage heads that can be matched to different body parts. Due to its portability and stability, PT is favored by the physical therapist community and sports people[17]. Available evidence suggests that PT can increase range of motion(ROM), improve recovery, and reduce muscle pain and stiffness [19–22]. The mechanism may be related to continuous percussion stretching the muscle fiber, causing collagen remodeling and elastin changes[13, 23], affecting the fascia's densification, adhesions, and viscoelastic properties [12]. A review showed that most therapists use PT to treat myofascial syndrome [17]. Although percussion massage has been widely used in therapeutic practice, there are no relevant studies on whether PT can affect the fascial structure.
This study aims to investigate the effects of PT on TLF morphology and other related outcomes. We hypothesized that 15 min of PT would reduce participants' TLF thickness, echo intensity of the ROI (range of interest) on TLF, and perceived stiffness, as well as increase skin temperature and lumbar flexibility.
DOI: 10.13145/bacdive15272.20221219.7.1
title: Streptomyces griseoluteus Umezawa et al. 1950

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15273.20220920.7
title: Streptomyces griseomycini (Preobrazhenskaya et al. 1957) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15273.20221219.7.1
title: Streptomyces griseomycini (Preobrazhenskaya et al. 1957) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/g4zxbxk32b.1
title: Lipid accumulation for biodiesel production by Tropidoneis maxima

description: This data were treated for low temperature and high light intensity of Tropidoneis maxima growth, total lipid accumulation, starch content, chlorophyll, and changes in cell structure
DOI: 10.13145/bacdive15274.20220920.7
title: Streptacidiphilus griseoplanus (Backus et al. 1957) Nouioui et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15274.20221219.7.1
title: Streptacidiphilus griseoplanus (Backus et al. 1957) Nouioui et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15275.20220920.7
title: Streptomyces griseorubens (Preobrazhenskaya et al. 1957) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15275.20221219.7.1
title: Streptomyces griseorubens (Preobrazhenskaya et al. 1957) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15276.20220920.7
title: Streptomyces griseoruber Yamaguchi and Saburi 1955 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15276.20221219.7.1
title: Streptomyces griseoruber Yamaguchi and Saburi 1955 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15277.20220920.7
title: Streptomyces griseoruber Yamaguchi and Saburi 1955 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15277.20221219.7.1
title: Streptomyces griseoruber Yamaguchi and Saburi 1955 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15278.20220920.7
title: Streptomyces griseoruber Yamaguchi and Saburi 1955 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/g2f4g4j5kr.1
title: Hybrid3D (integrated modeling): a 3D theory-guided machine learning algorithm for inverse modeling of variably saturated groundwater flow coupled with surface flow dynamics

description: Hybrid3D is a new fully modifiable code for inverse modeling of variably saturated groundwater flow coupled with surface flow dynamics.

Summary of what is new:
1) The idea of considering each component of the overall water system as a theory-guided model that exchanges information with other models that are themselves theory-guided.
2) First integrated theory-guided machine learning code for spatio-temporal groundwater level simulation.
3) First code for the simulation of aquifers with variable saturation.

Details:
The code is initially built for a real aquifer with an irregular geometry composed of 4 stratigraphic units, each one formed by different hydrogeological layers. In this aquifer, we have 4 hydrogeological layers: 3 layers of sands with variable granulometry and one layer of clay. The conceptual model of this aquifer can be found in Adombi et al (2022)*.

Since this is an integrated model, the new idea was to consider each component of the system (aquifer + surface water) as a model that exchanges information with the other model. For example, the aquifer was considered as a variably saturated medium and is represented by a theory-guided artificial neural network ("variably saturated flow equations") and the surface water by another theory-guided artificial neural network ("2D Saint Venant equations").

The code can also be modified to consider the pumping wells as a third model (theory-guided neural network) that interacts with the other two.

The retention and permeability laws used are those of Brooks & Corey (1964) but can be modified to use any retention and permeability laws.

In this code, the Saint Venant equations are incompletely constrained. The user has the choice, if data are available, to increase the constraint on these equations for the surface water system.

All code details are provided in the python files. A folder containing the data is also added. So the code can be executed directly after the download.

Requirements: TensorFlow version: 2.3 or less

References:

Adombi, A.V.D.P., Chesnaux, R., Boucher, M.-A., 2022. Comparing numerical modelling, traditional machine learning and theory-guided machine learning in inverse modeling of groundwater dynamics: A first study case application. Journal of Hydrology: 128600. DOI:https://doi.org/10.1016/j.jhydrol.2022.128600.

Brooks, R.H. and Corey, A.T., 1964. Hydraulic Properties of Porous Media. Hydrology Paper: Vol. 3, Colorado State University, Fort Collins.
DOI: 10.13145/bacdive15278.20221219.7.1
title: Streptomyces griseoruber Yamaguchi and Saburi 1955 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/ydbxf9rjbn.1
title: Logotherapie und christliche Seelsorge

description: Diese Magisterarbeit zeigt, wo Viktor Frankls Logotherapie und Existenzanalyse an den poimenischen Diskurs anschließt. Hierfür werden einschlägige Modelle der christlichen Seelsorgetheorie mit dem Ansatz Frankls in Beziehung gesetzt. Kontrastiert wird dies mit der Rezeption von anderen psychotherapeutischen Beratungsformen in der Poimenik. So lassen sich schließlich Seelsorge und Logotherapie kritisch hinsichtlich ihrer Gemeinsamkeiten und Divergenzen bewerten. Nach dieser Einordnung erfolgt ein konzeptioneller Ausblick, der zeigt, wo sich die Logotherapie und Existenzanalyse in der Seelsorge profilieren konnte und weiterhin rezipiert werden sollte. Hierfür schlägt die Arbeit vor, die Verbindung von Logotherapie und christlicher Lebenskunst zu würdigen und diese weiterzuverfolgen.
DOI: 10.13145/bacdive15279.20220920.7
title: Streptomyces griseorubiginosus (Ryabova and Preobrazhenskaya 1957) Pridham et al. 1958 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15279.20221219.7.1
title: Streptomyces griseorubiginosus (Ryabova and Preobrazhenskaya 1957) Pridham et al. 1958 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/ydbxf9rjbn.2
title: Logotherapie und christliche Seelsorge

description: Diese Magisterarbeit zeigt, wo Viktor Frankls Logotherapie und Existenzanalyse an den poimenischen Diskurs anschließt. Hierfür werden einschlägige Modelle der christlichen Seelsorgetheorie mit dem Ansatz Frankls in Beziehung gesetzt. Kontrastiert wird dies mit der Rezeption von anderen psychotherapeutischen Beratungsformen in der Poimenik. So lassen sich schließlich Seelsorge und Logotherapie kritisch hinsichtlich ihrer Gemeinsamkeiten und Divergenzen bewerten. Nach dieser Einordnung erfolgt ein konzeptioneller Ausblick, der zeigt, wo sich die Logotherapie und Existenzanalyse in der Seelsorge profilieren konnte und weiterhin rezipiert werden sollte. Hierfür schlägt die Arbeit vor, die Verbindung von Logotherapie und christlicher Lebenskunst zu würdigen und diese weiterzuverfolgen.
DOI: 10.13145/bacdive15280.20220920.7
title: Streptomyces griseosporeus Niida and Ogasawara 1960

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15280.20221219.7.1
title: Streptomyces griseosporeus Niida and Ogasawara 1960

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/wrxtz7ttxj.1
title: The Imperative Speech Acts of College Community in Ternate, Indonesia

description: This study aims to describe the context's nature and role in interpreting people's imperative speech acts in higher education settings in Ternate. This study employs a qualitative method of content analysis. The research data is obtained through observation, field notes, and recording. The participants are 4 students, 4 administrative staff, and 7 teachers of the Faculty of Education, Muhammadiyah University of North Maluku (UMMU). The results show that the formal form of imperative speech act in the local language of Ternate, used by the community college at UMMU, retains the basic verb in utterances.
DOI: 10.17632/wrxtz7ttxj.2
title: The Imperative Speech Acts of College Community in Ternate, Indonesia

description: This study aims to describe the context's nature and role in interpreting people's imperative speech acts in higher education settings in Ternate. This study employs a qualitative method of content analysis. The research data is obtained through observation, field notes, and recording. 21 participants, consisting of 6 students, 5 administrative staff, and 11 teachers from the Faculty of Education, Universitas Muhammadiyah Maluku Utara (UMMU), engage in this study. The results show that the formal form of imperative speech act in the local language of Ternate, used by the community college at UMMU, retains the basic verb in utterances.
DOI: 10.17632/wrxtz7ttxj.3
title: The Imperative Speech Acts of College Community in Ternate, Indonesia

description: This study aims to describe the context's nature and role in interpreting people's imperative speech acts in higher education settings in Ternate. This study employs a qualitative method of content analysis. The data is obtained through observation, field notes, and recording. 21 participants, consisting of 6 students, 5 administrative staff, and 10 teachers from the Faculty of Education, Muhammadiyah University of North Maluku (UMMU), engage in this study. This study uses a qualitative approach with content analysis methods to analyze the form of communication content. The research procedure was started by providing or collecting data in the form of imperative speech acts (verbal and nonverbal) and a combination of the two obtained through observation, recording, and field notes. The data was then interpreted comprehensively and summarized narratively for the conclusions. The results show that the formal form of imperative speech act in the local language of Ternate, used by the community college at UMMU, retains the basic verb in utterances.
DOI: 10.13145/bacdive15281.20220920.7
title: Streptomyces griseostramineus (Preobrazhenskaya et al. 1957) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15281.20221219.7.1
title: Streptomyces griseostramineus (Preobrazhenskaya et al. 1957) Pridham et al. 1958

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/wrxtz7ttxj.4
title: The Imperative Speech Acts of College Community in Ternate, Indonesia

description: This study aims to describe the context's nature and role in interpreting the formal form of people's imperative speech acts in higher education settings in Ternate. A qualitative method was carried out on the content analysis to analyze the form of communication content among students, administrative staff, and teachers at Muhammadiyah University of North Maluku, Indonesia. The research procedure was started by collecting data in the form of imperative speech acts (verbal and nonverbal) and a combination of the two obtained through observation, recording, and field notes. The data was then interpreted comprehensively and summarized narratively for the conclusions. The results show that the formal form of imperative speech act in the local language of Ternate, used by the community college at UMMU, retains the basic verb in utterances. The findings suggest that teachers, students, and administrative staff effectively use the relevant speech acts in presenting and reacting to criticism, providing instruction, and handling concerns. Furthermore, new users of Ternate’s local language should understand the imperative speech act based on the verb form to produce and comprehend the utterances during communication.
DOI: 10.13145/bacdive15282.20220920.7
title: Streptomyces griseoviridis Anderson et al. 1956

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15282.20221219.7.1
title: Streptomyces griseoviridis Anderson et al. 1956

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15283.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15283.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15284.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15284.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15285.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15285.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15286.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15286.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/32w8nmr7bh.1
title: Supplementary Figure 1. Men with three distinct patterns of hair loss: frontal accentuation (Christmas tree pattern), diffuse and vertex accentuation (reverse Christmas tree pattern)

description: Supplementary Figure 1. Men with three distinct patterns of hair loss: frontal accentuation (Christmas tree pattern), diffuse and vertex accentuation (reverse Christmas tree pattern)
DOI: 10.13145/bacdive15287.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15287.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15288.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15288.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15289.20220920.7
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15289.20221219.7.1
title: Streptomyces halstedii (Waksman and Curtis 1916) Waksman and Henrici 1948 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15290.20220920.7
title: Streptomyces hawaiiensis Cron et al. 1956

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15290.20221219.7.1
title: Streptomyces hawaiiensis Cron et al. 1956

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15291.20220920.7
title: Streptomyces helvaticus (Krassilnikov et al. 1965) Pridham 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15291.20221219.7.1
title: Streptomyces helvaticus (Krassilnikov et al. 1965) Pridham 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15292.20220920.7
title: Kitasatospora herbaricolor (Kawato and Shinobu 1959) Labeda et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15292.20221219.7.1
title: Kitasatospora herbaricolor (Kawato and Shinobu 1959) Labeda et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive15293.20220920.7
title: Streptomyces hiroshimensis (Shinobu 1955) Witt and Stackebrandt 1991

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.