bluuebunny/crossref_metadata_2025_split huggingface dataset:
What is Missing in XAI So Far?
Authors: Schmid Ute , Wrede Britta 
Published: December 2022

AbstractWith the perspective on applications of AI-technology, especially data intensive deep learning approaches, the need for methods to control and understand such models has been recognized and gave rise to a new research domain labeled explainable artificial intelligence (XAI). In this overview paper we give an interim appraisal of what has been achieved so far and where there are still gaps in the research. We take an interdisciplinary perspective to identify challenges on XAI research and point to open questions with respect to the quality of the explanations regarding faithfulness and consistency of explanations. On the other hand we see a need regarding the interaction between XAI and user to allow for adaptability to specific information needs and explanatory dialog for informed decision making as well as the possibility to correct models and explanations by interaction. This endeavor requires an integrated interdisciplinary perspective and rigorous approaches to empirical evaluation based on psychological, linguistic and even sociological theories.
Analysis of the overseas network communication capacity of Chinese athletes at the Beijing 2022 Olympic Winter Games
Authors: Qi Xuejing , Wang Meili 
Published: December 2022

AbstractThe overseas network communication capacity of Chinese athletes at the Beijing 2022 Olympic Winter Games is an important reflection of the international influence of China’s winter sports and is of great significance. This paper uses three dimensions, presence, evaluation, and recognition, to obtain information about Chinese athletes who won medals during the Beijing 2022 Olympic Winter Games on six platforms: Google, Wikipedia, Twitter, Facebook, Instagram, and YouTube for international overseas communication capacity analysis. It turns out that the overseas communication capacity of Chinese athletes at the Beijing 2022 Olympic Winter Games is positively correlated with the athletes’ achievements. The better the athlete performs, the higher their overseas communication capacity index ranks. Moreover, the higher rank and more medals the athlete won, the higher his or her communication capacity index ranks. The overseas communication capacity index of athlete Eileen Gu is far ahead of others, indicating a significant head effect; there are differences between the communication capacity indices of Chinese athletes on different platforms, especially on Twitter, Facebook and Instagram; meanwhile, the communication capacities of Chinese athletes on Twitter are generally weak. The construction of the overseas communication capacity of Chinese athletes at the Beijing 2022 Olympic Winter Games still needs to be strengthened.
Peer-Friendship Networks and Self-injurious Thoughts and Behaviors in Adolescence: A Systematic Review of Sociometric School-based Studies that Use Social Network Analysis
Authors: Crudgington Holly , Wilson Emma , Copeland Molly , Morgan Craig , Knowles Gemma 
Published: December 2022

AbstractPeers, particularly in-school peers, shape adolescent health behaviors. Yet little is known about in-school peers and self-injurious thoughts and behaviors. This systematic review examined studies of sociometric school-based adolescent peer-friendship networks and associations with self-injurious thoughts and behaviors. A search across five databases identified fifteen eligible studies. Studies were mainly longitudinal (n=13), from two countries (USA and China), of adolescents aged 11-19 at baseline, mostly balanced in gender (46%-56% girls), and from middle/high schools ranging in size (n=348-13482). Studies assessed 1) network structure and 2) exposure to friends’ self-injury and suicidality. Friends’ self-injurious thoughts and behaviors were associated with adolescents’ own similar behaviors, but there was limited evidence for socialization and selection. Sociality and network density were negatively associated with self-injurious thoughts and behaviors, whereas isolation and intransitivity were positively associated. While study heterogeneity made it difficult to draw further conclusions about specific network metrics (e.g., centrality, reciprocity), studies indicate overall that peers matter for these behaviors across adolescent development (e.g., early to late adolescence). Like other adolescent behaviors, the structure of how youth are connected to peers also relates to self-injurious thoughts and behaviors. Future work should examine these processes over the course of adolescent development.
Aflatoxin Adsorption by Natural and Heated Sepiolite and Palygorskite in Comparison with Adsorption by Smectite
Authors: Akbar Saba , Akhtar Mohammad Saleem , Khan Ahmad , Jilani Ghulam , Fashina Bidemi , Deng Youjun 
Published: December 2022

Abstract
Smectites are effective binders of aflatoxin in aqueous solutions. Unfortunately, their efficacy is reduced in guts because of interference by biomolecules and essential nutrients within the gut. Tunnel structures in palygorskite and sepiolite may function as molecular sieves and may, therefore, serve as alternatives or complements to smectites in binding aflatoxins but not larger biological compounds. The objective of the current work was to determine the effect of heat treatment on aflatoxin B1 (AfB1) adsorption and selectivity for biomolecules by two palygorskites (Plg_PK and Plg_CN), sepiolite (Sep), and a palygorskite-smectite mixture (Plg-Sm) in comparison with a smectite (Sm-37GR). The clays were heated at 250, 400, 500, and 600°C while phase and structural changes were characterized by X-ray diffraction and infrared spectroscopy. Comparative AfB1 adsorption was determined in aqueous and in simulated gastric fluids. The clay structures collapsed irreversibly in Sm-37GR and folded in fibrous clays with heating at 400°C or more. Sm-37GR adsorbed more AfB1 than all of the other clays; the estimated adsorption capacity followed the trend Sm-37GR (44 g kg–1) > Plg_PK (18.12 g kg–1) > Sep (12.7 g kg–1) > Plg_CN (11.4 g kg–1) > Plg-Sm (9.0 g kg–1). This trend appeared to be correlated with the abundance of smectite in the clays. Sepiolite had greater binding strength for AfB1 than the other clays. With intact clay structures, heating induced a negligible effect on AfB1 adsorption by the fibrous clays while in Sm-37GR and Plg-Sm, adsorption increased with heating at 250°C. Tunnel folding and structural collapse that had occurred at 400°C caused an abrupt decline in AfB1 adsorption irrespective of the clay type. The sepiolite clay adsorbed the least pepsin (370 g kg–1) while smectite adsorbed the most (1430 g kg–1). Consequently, in the simulated gastric fluid, adsorption declined by 25–30% in sepiolite, 52–60% in smectite, and remained unaffected in the palygorskites. Aflatoxin B1 adsorption probably occurred through H-bonding at the surface with the silanol group in palygorskite and sepiolite. No evidence that AfB1 molecules occupied the tunnels of the natural or heated palygorskite or sepiolite was observed in the present study. Palygorskite and sepiolite had a much smaller adsorption capacity for AfB1 than the smectite but also adsorbed less pepsin; therefore, both may be effective aflatoxin binders in gastrointestinal systems.
Critical life course interventions for children and adolescents to promote mental health
Authors: Laurenzi Christina A. , Mamutse Sihle , Marlow Marguerite , Mawoyo Tatenda , Stansert Katzen Linnea , Carvajal-Velez Liliana , Lai Joanna , Luitel Nagendra , Servili Chiara , Sinha Moitreyee , Skeen Sarah 
Published: December 2022

Abstract
Childhood and adolescence are key developmental periods in the life course for addressing mental health, and there is ample evidence to support significant, increased investment in mental health promotion for this group. However, there are gaps in evidence to inform how best to implement mental health promotion interventions at scale. In this review, we examined psychosocial interventions implemented with children (aged 5–10 years) and adolescents (aged 10–19 years), drawing on evidence from WHO guidelines. Most psychosocial interventions promoting mental health have been implemented in school settings, with some in family and community settings, by a range of delivery personnel. Mental health promotion interventions for younger ages have prioritised key social and emotional skills development, including self-regulation and coping; for older ages, additional skills include problem-solving and interpersonal skills. Overall, fewer interventions have been implemented in low- and middle-income countries. We identify cross-cutting areas affecting child and adolescent mental health promotion: understanding the problem scope; understanding which components work; understanding how and for whom interventions work in practice; and ensuring supportive infrastructure and political will. Additional evidence, including from participatory approaches, is required to tailor mental health promotive interventions to diverse groups’ needs and support healthy life course trajectories for children and adolescents everywhere.
A Perspectival Reading of Spinoza's Essence-Existence Distinction
Authors: Vermeiren Florian 
Published: December 2022

AbstractThis article examines the essence-existence distinction in Spinoza's theory of modes. This distinction is commonly made in two ways. First, essence and existence are separated by cause. Essences are understood to follow vertically from the essence of God, while existence follows horizontally from other modes. I present textual and systematic arguments against such a causal bifurcation. Second, essence and existence are distinguished by their temporal nature. Essence is eternal. Existence is durational. However, in several passages, Spinoza writes that eternity and duration constitute two ways of understanding nature rather than two really distinct aspects of nature.
Whyprāṇais the most excellent among the vital functions, or: the Shapley value in theUpaniṣads
Authors: Wiese Harald 
Published: December 2022

AbstractThis paper deals with the contest of the “vital functions” for superiority in theBṛhadāraṇyaka Upaniṣadand theChāndogya Upaniṣad, in theAitareya Āraṇyakaand others. The paper concentrates on two particular approaches to deciding the superiority question, namely (i) singly leaving or entering (breath, sight, etc. leave one after another or enter one after another), and (ii) alternating withdrawal (breath leaves and returns, sight leaves and returns). The paper defends two claims. First, it can be shown that the commentators were aware of the generalizable nature of these two approaches. Second, these two approaches are closely related to the so-called Shapley value developed in cooperative game theory.
Optimizing Operation Time and Travel Distance for Motorcycle Ambulances in Emergency Medical Services
Authors: Apiratwarakul Korakot , Phungoen Pariwat , Cheung Lap Woon , Tiamkao Somsak , Suzuki Takaaki , Pearkao Chatkhane , Ienghong Kamonwon 
Published: December 2022

AbstractIntroduction:The motorcycle ambulance is used for quick access to patients. The response time to reach the patient takes less time than with a van ambulance. Moreover, accidents involving ambulances tend to be higher. However, at present, there is no study regarding the appropriate situation used of motorcycle ambulances in Emergency Medical Services (EMS) in Thailand.Study Objective:This study aims to optimize the travel distance and the operation time of motorcycle ambulances used.Methods:This study was a prospective, randomized controlled study at the EMS unit of Srinagarind Hospital, Thailand. The data collection period was from November 2021 through May 2022. All data involving dispatch of both ambulances in need were collected.Results:A total of 2,398 cases of EMS operation were examined. The mean age of the patients in the motorcycle ambulance group was 42.5 (SD = 6.5) years, and 51.3% (n = 616) were male. The response time for motorcycle ambulances and van ambulances during the operation time between 6:00am-9:00am was 6.2 minutes and 9.1 minutes, respectively. The response times for motorcycle ambulances and van ambulances regarding distance traveled from 0-5km were 4.2 minutes and 7.5 minutes, respectively (P <.001); distance traveled from 5-10km were 6.3 minutes and 8.2 minutes, respectively (P = .010).Conclusion:The motorcycle ambulance can reach patients faster than the ambulance at the operation time from 6:00am-9:00am and 3:00pm-6:00pm. This study focused on the distance less than 10 kilometers.
Wind Effects on Small‐Scale River and Creek Plumes
Authors: Basdurak N. B. , Largier J. L. 
Published: December 2022

AbstractIn contrast to large river plumes, Coriolis effects are weak, and inertia is quickly depleted so that the fate and structure of small‐scale plumes are more sensitive to tide and wind. Advected alongshore by reversing tidal currents in absence of wind forcing, small buoyant plumes are persistently deflected downwind in presence of alongshore winds and exhibit little tidal variability. The effect of different upwelling/downwelling winds on buoyant outflows ∼10 m3 s−1 is explored. With increasing wind, tidal variability decreases, as does asymmetry in plume characteristics—for strong winds upwelling/downwelling plume structure is similar as the plume is retained closer to the shore. Wind forcing is exerted directly by wind stress on the surface of the plume and indirectly by wind‐driven currents that deflect the upwind boundary of the plume. While inertia and buoyancy dominate the inner plume, and wind dominates the outer plume, the mid‐plume responds to an interaction of wind and buoyancy forcing that can be indexed by a Plume Wedderburn Number Wpl (wind stress vs. density gradients): for weaker winds (Wpl < 1) surface stress enhances stratification through straining, lengthening the reach of low‐salinity waters, whereas for stronger winds (Wpl > 1) surface stress mixes the plume vertically, shortening the reach of low‐salinity waters. However, dilute plume waters extend furthest in strong winds, passively advected several kilometers downwind. Shoreline exposure to outflow transitions from a quasi‐symmetrical tide‐averaged zone of impact under zero‐wind to a heavily skewed zone with persistent weak wind and a one‐sided zone for strong wind.
Explicit Incorporation of Discrete Fractures Into Pore Network Models
Authors: Wang Chenhui , Wu Kejian , Scott Gilbert , Akisanya Alfred R. , Gan Quan 
Published: December 2022

AbstractFractured porous media exist widely in reservoir rocks and fractures play a critical role in fluid flow processes. High resolution direct numerical simulations of fluid flow can provide important insight into pore‐scale processes and flow mechanisms in fractured permeable media, however, the tremendous computational costs prevent these methods from being applied into larger scale models. Pore network modeling is an alternative solution to this problem, but currently it can only be used in porous media without fractures. This work is concerned with incorporating discrete fractures into pore network modeling to represent fractured porous media. A new fracture matrix pore network model (FM‐PNM) is developed to efficiently simulate the fluid flow properties in fractures associated with the pore matrix. Discrete fractures are transformed into a fracture pipe network and integrated with the pore matrix that is represented by a network of pore bodies and pore throats. These two networks are coupled together to create a single nested network which is topologically equivalent to the fractured porous medium. This method extends the scope of applications of pore network modeling to fractured porous media. The permeability of the coupled network (FM‐PNM) is benchmarked by Lattice Boltzmann simulation for various structures of pore matrix and discrete fracture networks.
Geometric Control on Seismic Rupture and Earthquake Sequence Along the Yingxiu‐Beichuan Fault With Implications for the 2008 Wenchuan Earthquake
Authors: Zhang Lei , Liu Yajing , Li Duo , Yu Hongyu , He Changrong 
Published: December 2022

AbstractThe 2008 Mw 7.9 Wenchuan earthquake is the most disastrous seismic event in China since 1976. Both field and seismological investigations suggest a multi‐stage coseismic rupture with most damage associated with the Yingxiu‐Beichuan Fault (YBF) of spatially variable fault strike and dip angles. To investigate the effect of fault geometric complexity on coseismic rupture and paleoseismic pattern on the YBF, we perform earthquake sequence modeling on 3D fault geometry in the framework of rate‐and‐state friction law. Our model produces a long‐term earthquake sequence with quasi‐regular recurrences of whole‐fault ruptures and segmented ruptures. The along‐strike rupture segmentation, earthquake propagation speed, and slip rate are mainly controlled by along‐strike variations of fault dip and strike angles. Particularly, the YBF can be divided into two segments: the southern segment featured by large events (Mw > 8.0) and the northern segment with smaller events (Mw < 7.5), with recurrence intervals primarily determined by the tectonic loading rate. In a whole‐rupture event, the rupture speed mainly correlates with the fault dip angle; a smaller dip angle results in a wider seismogenic zone and higher rupture speeds, whereas the small‐scale variation in rupture speed is regulated by the fault strike angle. The effect of strike variation on the total coseismic slip amount is more pronounced due to the large strike angle gradient along the YBF. After varying the slip vector to reflect the northward transition from the dominant thrust‐slip to strike‐slip faulting during the Wenchuan coseismic rupture, we obtain reasonably good agreement of model simulated coseismic surface displacements with GPS observations.
3‐D S Wave Imaging via Robust Neural Network Interpolation of 2‐D Profiles From Wave‐Equation Dispersion Inversion of Seismic Ambient Noise
Authors: Chen Yuqing , Saygin Erdinc 
Published: December 2022

AbstractAmbient noise seismic data are widely used by geophysicists to explore subsurface properties at crustal and exploration scales. Two‐step dispersion inversion schema is the dominant method used to invert the surface wave data generated by the cross‐correlation of ambient noise signals. However, the two‐step methods have a 1‐D layered model assumption, which does not account for the complex wave propagation. To overcome this limitation, we employ a 2‐D wave‐equation dispersion (WD) inversion method which reconstructs the subsurface shear (S) velocity model in one step, and elastic wave‐equation modeling is used to simulate the subsurface wave propagation. In the WD method, the optimal S velocity model is obtained by minimizing the dispersion curve differences between the observed and predicted surface wave data, which makes WD method less prone to getting stuck to local minima. In our study, the observed Scholte waves are generated by cross‐correlating continuous ambient noise signals recorded by each ocean bottom node (OBN) in the 3‐D Gorgon OBN survey, Western Australia. For every two OBN lines, the WD method is used to retrieve the 2‐D S velocity structure beneath the first line. We then use a robust neural network (NN)‐based method to interpolate the inverted 2‐D velocity slices to a continuous 3‐D velocity model and also generate a corresponding uncertainty model. Moreover, we compared the predicted dispersion curves and waveforms to the observed data, and a robust waveform and dispersion match are observed across all of the Gorgon OBN lines.
Implementation of a Discrete Dipole Approximation Scattering Database Into Community Radiative Transfer Model
Authors: Moradi Isaac , Stegmann Patrick , Johnson Benjamin , Barlakas Vasileios , Eriksson Patrick , Geer Alan , Gelaro Ronald , Kalluri Satya , Kleist Daryl , Liu Quanhua , Mccarty Will 
Published: December 2022

AbstractThe Community Radiative Transfer Model (CRTM) is a fast model that requires bulk optical properties of hydrometeors in the form of lookup tables to simulate all‐sky satellite radiances. Current cloud scattering lookup tables of CRTM were generated using the Mie‐Lorenz theory thus assuming spherical shapes for all frozen habits, while actual clouds contain frozen hydrometeors with different shapes. The Discrete Dipole Approximation (DDA) technique is an effective technique for simulating the optical properties of non‐spherical hydrometeors in the microwave region. This paper discusses the implementation and validation of a comprehensive DDA cloud scattering database into CRTM for the microwave frequencies. The original DDA database assumes total random orientation in the calculation of single scattering properties. The mass scattering parameters required by CRTM were then computed from single scattering properties and water content dependent particle size distributions. The new lookup tables eliminate the requirement for providing the effective radius as input to CRTM by using the cloud water content for the mass dimension. A collocated dataset of short‐term forecasts from Integrated Forecast System of the European Center for Medium‐Range Weather Forecasts and satellite microwave data was used for the evaluation of results. The results overall showed that the DDA lookup tables, in comparison with the Mie tables, greatly reduce the differences among simulated and observed values. The Mie lookup tables especially introduce excessive scattering for the channels operating below 90 GHz and low scattering for the channels above 90 GHz.
A Synopsis of AIRS Global‐Mean Clear‐Sky Radiance Trends From 2003 to 2020
Authors: Huang Xianglei , Chen Xiuhong , Fan Chongxing , Kato Seiji , Loeb Norman , Bosilovich Michael , Ham Seung‐Hee , Rose Fred G. , Strow Lawrence L. 
Published: December 2022

AbstractAtmospheric Infrared Sounder (AIRS) aboard the National Aeronautics and Space Administration (NASA) Aqua satellite has been operating since September 2002. Its information content, superb instrument performance, and dense sampling pattern make the AIRS radiances an invaluable data set for climate studies. The trends of global‐mean, nadir‐view, clear‐sky AIRS radiances from 2003 to 2020 are studied here, together with the counterparts of synthetic radiances based on two reanalyzes, European Centre for Medium‐Range Weather Forecasts Reanalysis V5 (ECMWF ERA5) and NASA Goddard Earth Observing System V5.4.1 (GEOS‐5.4.1; a reanalysis product without assimilation of hyperspectral radiances such as AIRS). The AIRS observation shows statistically significant negative trends in most of its CO2 channels, positive but non‐significant trends in the channels over the window regions, and statistically significant positive trends in some of its H2O channels. The best agreements between observed and simulated radiance trends are seen over the CO2 tropospheric channels, while the observed and simulated trends over the CO2 stratospheric channels are opposite. ERA5 results largely agree with the AIRS observation over the H2O channels. The comparison in the H2O channels helps reveal a data continuity issue in the GEOS‐5.4.1. Contributions from individual variables to the radiance trends are also assessed by performing separate simulations. This study provides the first synopsis of the global‐mean trend of AIRS radiances over all its thermal‐IR channels.