There exists very little information on the ultrastructure of substance P immunopositive (+) fibers in the human dental pulp, which may help in understanding the mechanism for substance P associated pulpal inflammatory pain. To address this issue, we investigated the presence of substance P+ fibers in the human dental pulp by light- and electron-microscopic immunohistochemistry. Light microscopy revealed that substance P+ fibers ran within neurovascular bundles in the radicular pulp and in the core of coronal pulp. They were also frequently present in the peripheral pulp. Substance P+ fibers showed beads like swellings interconnected by thin axonal strand, in a manner similar to bouton en passants and interconnecting axonal strand in the spinal cord. Electron microscopy revealed that almost all the substance P+ axons were unmyelinated. The axonal swellings of the substance P+ contained numerous clear round vesicles (40-50 nm in diameter) and many large dense-cored vesicles (80-110 nm in diameter) as well as many mitochondria. The vesicles and mitochondria were rarely observed in the thin axonal strand interconnecting the swellings. Intimate interrelationship or synaptic structure between the swellings of substance P+ axon and nearby pulpal cells or axons was not found. These findings suggest co-release of substance P and glutamate from the substance P+ pulpal axons and its action on nearby structures in a paracrine manner.

Pleurotus eryngii is one of the most commercially important mushrooms cultivated in Korea. However, the shelf-life of the fruiting body is short, limiting its export. A new hybrid strain H17 of P. eryngii was developed to extend the shelf-life by mono-mono crossing between monokaryotic strains derived from DanBi and KNR2774. Although the cultivation period of H17 was slightly longer than that of the reference cultivar Kenneutari No.2, the quality did not change and remained normal after a period of 65.0 days at 4°C. This result was significantly different from that of the reference cultivar Kenneutari No.2. Analysis of the genetic characteristics of the new hybrid strain H17 revealed a different profile from that of the parental and reference cultivars when random amplification of polymorphic DNA (RAPD) primers was used. These results demonstrate that H17 is a new cultivar with improved storability after harvesting.

Landscape performance is an assessment tool to quantitatively evaluate designed landscapes, which allows us to overcome the limitations of qualitative evaluation of ecological restoration projects. The purpose of this study was to develop a landscape performance assessment framework for ecological restoration using systematic reviews. To do this, literature related to landscape performance was systematically reviewed, considering the design intent of an ecological restoration project. Results indicated that the ecological benefits of ‘Water’and ‘Habitats’, the social benefits of ‘Recreational and Social Value’, and the economic benefits of ‘Operation and Maintenance Savings’should be considered first. Based on the results, this study suggests the landscape performance framework for ecological restoration projects. The landscape performance assessment framework can not only develop improvement plans for one ecological restoration project, but also potentially provide a logical basis for assessing other designed landscapes.

Free-standing electrodes of CuO nanorods in carbon nanotubes (CNTs) are developed by synthesizing porous CuO nanorods throughout CNT webs. The electrochemical performance of the free-standing electrodes is evaluated for their use in flexible lithium ion batteries (LIBs). The electrodes comprising CuO@CNT nanocomposites (NCs) were characterized by charge-discharge testing, cyclic voltammetry, and impedance measurement. These structures are capable of accommodating a high number of lithium ions as well as increasing stability; thus, an increase of capacity in long-term cycling and a good rate capability is achieved. We demonstrate a simple process of fabricating free-standing electrodes of CuO@ CNT NCs that can be utilized in flexible LIBs with high performance in terms of capacity and cycling stability.

Immersive Virtual Environment Technology (IVET) has emerged as a relevant technology in the marketing environment, with increased use in the retail context (O’Brien, 2016). As its use increases, there is a need to better understand its impact on consumer behavior and the experience that it delivers. Therefore, this study proposes a research model that captures the key constructs in understanding consumer acceptance behavior of the innovative technology used in marketing and how it impacts the brand experience. The objective of this study is to examine 1) antecedents (i.e., message fit and personal innovativeness) that may impact user’s attitude toward the IVET advertisement and self-image congruence, and 2) the transfer of positive or negative IVET advertisement attitude to behavioral intention. Survey was distributed at a large Southern university in USA. Out of 213 survey completed, 143 was usable. Hypotheses were tested using the structural equation model (SEM) analysis with maximum likelihood method (AMOS 23). The results showed that message fit had no significant impact on ad attitude and self-image congruence. Personal innovativeness had positive impact on ad attitude, but not on self-image congruence. Ad attitude had no effect on self-image congruence while having significant positive impact on offline store and online store visit intentions. Lastly, self-image congruence influences both offline and online store visit intentions. The results demonstrate that evaluation of the virtual world brand experience (i.e., attitude toward the IVET advertisement) is a strong predictor of user behavior toward the brand. A consumer’s interactions with a brand in the virtual environment may provide important information about the consumer’s desire to develop a relationship with the brand in other marketing channels, and serves as an opportunity for the marketer to assist in the buying process. Further, personal characteristic such as personal innovativeness may have a significant impact on a their attitude toward the IVET marketing which further leads to consumer’s decision to visit the online and offline store. In addition, self-image congruence were found to positively affect user’s intention to visit the stores, such that consumers who perceive their brand experience as more consistent with their self-image are more likely to consider purchasing the brand in the real world. The results suggest that some consumers may tend to behave in ways that are congruent with their self-identity across marketing channels.

The present study applies asymmetric analysis and models complex antecedent conditions to identify shoppers with high purchase intentions to sustainable fashion products’ (SFPs) and high eWOM intention. The fuzzy-set qualitative comparative analysis (fsQCA) method was used to assess the cause-and effect process. The examination was based on information process, and decision making of consumers in two countries (China and Korea) was found to vary by nationality. Specifically, consumers in the two countries provided different responses on sustainable fashion change configuration, suggesting differences in the characteristics of sustainable and non-sustainable fashion consumers and sustainable fashion intentions. The results show that various casual recipes on sustainable fashion change the configuration and sustainable fashion intention on corners 1 and 4. Both Chinese and Korean consumers do not have several unique demographic and fashion expenditure configurations that characterize consumers with high intention to buy and eWOM intention favorable toward sustainable fashion. In the Chinese consumers’ data, computing with words (CWW) showed that young•married•low-income•low-education•low-fashionexpenditure cases (consumers) were lower on negation purchase and eWOM intentions (i.e., an accurate screening configuration identifying consumers high io non-sustainable fashion intentions). The results also help identify consumer characteristics of sustainable fashion consumers and non-sustainable fashion consumers. Specifically, the results of the fsQCA suggest dissimilar confirmation to achieve purchase intention and eWOM intention of sustainable fashion and provide meaningful academic and managerial implications. The results of the fuzzy-set qualitative comparative analysis also support and clarify the role of the theory of information process and the theory of reasoned action towards sustainable fashion.

Introduction The fashion business is known as one of the major industries that is suffering from rising concerns about the consumption of its product, which led to a reorganization of the fashion supply chain to become more sustainable three decades ago. The interest in the concept of sustainability and demand for sustainable marketing activities is gradually growing in the fashion industry due to the negative image and press it receives. Within the luxury fashion segment, the three main themes that are recognized to contribute to sustainability are exclusivity, craftmanship and limited production. However, luxury brands are increasingly shifting their attention and commitment towards environmental and social issues to be incorporated in the concept of sustainability. Yet, the majority of consumers has little understanding or misunderstands the concept of sustainable fashion and marketing, which leads to a gap between attitudes towards sustainability and actual behavior. As a result, fashion brands are trying to leverage their brand by making sustainability a key marketing strategy to raise awareness about social, environmental, economic and cultural issues. Extant research has not explored this recent trend to understand how consumers evaluate fashion brands with a sustainable marketing communication, especially in the context of luxury brands. This study investigates how luxury and mass fashion brands can utilize sustainable marketing contents in social media communication to reach their target group and enhance their equity with sustainability associations. Theoretical Development Associative network models of memory have served as a fundamental framework for a wide range of studies related to the formation and transfer of associations. According to associative network theory, brand knowledge is represented in form of an associative network of memory nodes connected to each other. Nodes are activated when cues, such as advertising, are presented. Mere exposure to cues was shown to be sufficient to active associations and facilitate association transfer. While brands are continuously attempting to make use of associative power to leverage brand equity, extant research has provided compelling reasons to accept that association transfer can also result in brand dilution when a retrieval of conflicting or negative associations occurs. Especially in the context of luxury brands consisting of very unique associations and being different from mass brands in many regards, managing the brand’s associative network is a crucial task in order to send the right signals to consumers and maintain exclusivity. This study investigates how social media communication of different sustainability dimensions affects brand attitude and how it ultimately impacts behavioral outcomes in an attempt to build brand equity for mass and luxury fashion brands. Method and Data The hypotheses are tested with 273 respondents who participated in an online experiment. They were first asked to state their involvement with the category fashion. Subsequently, subjects were presented with a brand post either for the mass or luxury brand including claims related to one of the four sustainability dimensions or no claims for the control group respectively. The experiment consisted of a 2 (brand: mass or luxury) x 5 (sustainability dimensions: none, cultural, economic, environmental, social) factorial design. The measures that followed included attitudinal as well as behavioral constructs related to the brand, sustainability as well as social media use. Analysis of covariance is applied to test for main effects and interaction effects. Summary of Findings This study provides evidence that social media communication of a sustainable brand affects the purchase intention of consumers. The findings indicate a significant difference between the mass and the luxury brand used for this study. The mass brand exhibits the potential to leverage associations with cultural, economic, and environmental sustainability. However, the results only reveal a marginally significant higher purchase intention when cultural sustainability is communicated compared to when the brand does not provide any sustainable associations. In contrast, the luxury brand suffers from significant brand dilution across all four sustainability dimensions resulting in a decline in purchase intention. Key Contributions The findings reveal that sustainability communication exerts a diverging influence depending on the type of brand that is involved. This study suggests that mass brands are able to benefit from sustainability communication in an attempt to leverage brand equity. However, for a luxury brand this type of associations rather presents a liability that might dilute the brand. The findings of this study provide important insights for brand managers. Since mass brands are currently increasing efforts into sustainable communication in the fashion industry, the results suggest that this might be a promising investment. However, luxury brands are advised to carefully manage the communication of salient content related to sustainability as it might harm the invaluable and unique associations inherent in a luxury brand.

This study aims to gain insights into consumers’ motivations when purchasing mimics of luxury cosmetics goods and their evaluation towards mimicry products. Consumers’ desire for mimicry luxury cosmetics hinges on their motivations underlying their consumption of luxury cosmetics. Attitude functions are applied to measure consumers’ underlying motivations towards luxury products. Consumers’ attitude and familiarity with luxury cosmetics and mimicry cosmetics also influence their choice between luxury brands and mimicry brands. In addition, consumers’ personality factors and perceived risk of purchasing mimicry cosmetics and their brand loyalty towards the original luxury brands restrain their purchase intention of mimicry brands. Finally, the study examines the effect of products conspicuousness (private/public visible goods) and the effect of mimicry types (feature/theme) on consumers’ preferences on concerning mimicry consumption. The findings will provide insights for policymakers, brand managers, and academics, and better understand mimicry in the luxury cosmetics industry.

Following the 2008 financial crisis, globalized markets in North America and Europe experience a shift in public opinion toward a renunciation of globalization and a reorientation toward traditional (domestic) values. Responding to this paradigm change, multi-national corporations (MNCs) face the decision of whether (a) to continue to pursue global branding strategies or (b) to align their global brands with local consumer cultures. This decision requires an understanding of how the degree of market globalization relates to consumer preferences. The present study draws on signaling theory to empirically investigate (a) the relative impact of a brand’s globalness (i.e., perceived brand globalness) and its cultural market alignment (i.e., perceived cultural symbolism) in eliciting perceptions of brand credibility and brand quality (b) across two countries that differ regarding their degree of market globalization (Germany and South Korea). Findings indicate that the signaling value of global brands, as a function of their market reach, is greater in globalizing markets than in globalized markets, whereas the signaling value associated with cultural market alignment is greater in globalized markets than in globalizing markets. Implications of the findings for theory and practice are considered.

Despite growing research interest in consumer health, well-being and beauty, little is known about factors influencing consumer purchase decisions for female fitness devices. This study focuses on Kegel exercises – exercise routines developed by Dr. Kegel to strengthen pelvic floor muscles – that are recommended by health professionals for patients experiencing health ailments such as urinary incontinence, sexual dysfunction, and dissatisfaction. Despite the benefits, women are not well aware of the role of pelvic floor muscles. The diffusion and acceptance of Kegel exercise and devices among women are likely determined by how comfortable women are about obtaining such benefits. For this reason, feminism should play an important role in shaping women’s desire to engage in Kegel exercises. Thus, this research investigates how feminism is related to Millennial women’s engagement with fitness products, particularly Kegel devices. Drawing on the literatures about sexuality, health, and marketing, we propose that feminism positively influences women’s health-related attitudes (i.e., attitudes towards fitness, fitness opinion leadership, attitude toward core strength, and desire to control sex life), which in turn positively impacts women’s fitness engagement. Fitness engagement, in turn, is expected to predict attitudes towards Kegel exercise and Kegel device purchase intentions. On the other hand, women’s attitudes toward core strength and desire to control sex life are proposed to have a direct, positive impact on attitude towards Kegel exercise. Analysis of PLS-SEM shows general support for the hypotheses. We discuss how interest in Kegel devices could, in turn, lead to positive effects on overall physical and psychological health and provide implications for marketing practitioners.

Immersive Virtual Environment Technology (IVET) has emerged as a relevant technology in the marketing environment, with increased use in the retail context (O’Brien, 2016). As its use increases, there is a need to better understand its impact on consumer behavior and the experience that it delivers. Therefore, this study proposes a research model that captures the key constructs in understanding consumer acceptance behavior of the innovative technology used in marketing and how it impacts the brand experience. The objective of this study is to examine 1) antecedents (i.e., message fit and personal innovativeness) that may impact user’s attitude toward the IVET advertisement and self-image congruence, and 2) the transfer of positive or negative IVET advertisement attitude to behavioral intention. Survey was distributed at a large Southern university in USA. Out of 213 survey completed, 143 was usable. Hypotheses were tested using the structural equation model (SEM) analysis with maximum likelihood method (AMOS 23). The results showed that message fit had no significant impact on ad attitude and self-image congruence. Personal innovativeness had positive impact on ad attitude, but not on self-image congruence. Ad attitude had no effect on self-image congruence while having significant positive impact on offline store and online store visit intentions. Lastly, self-image congruence influences both offline and online store visit intentions. The results demonstrate that evaluation of the virtual world brand experience (i.e., attitude toward the IVET advertisement) is a strong predictor of user behavior toward the brand. A consumer’s interactions with a brand in the virtual environment may provide important information about the consumer’s desire to develop a relationship with the brand in other marketing channels, and serves as an opportunity for the marketer to assist in the buying process. Further, personal characteristic such as personal innovativeness may have a significant impact on a their attitude toward the IVET marketing which further leads to consumer’s decision to visit the online and offline store. In addition, self- image congruence were found to positively affect user’s intention to visit the stores, such that consumers who perceive their brand experience as more consistent with their self-image are more likely to consider purchasing the brand in the real world. The results suggest that some consumers may tend to behave in ways that are congruent with their self-identity across marketing channels.

The rise of the sharing economy is transforming the tourism and hospitality industry (So, Oh, and Min, 2018; Zhu, So, and Hudson, 2017). The growing popularity of Airbnb has led a number of recent studies to investigate consumer value derived from such innovative consumption model. In the context of Airbnb, research shows that perceived value motivated travelers to choose Airbnb (Mao & Lyu, 2017). However, the theoretical construct of consumer value includes multiple dimensions, such as emotional value, social value, price value, and quality value, and how each dimension contributes to consumer attitudes and behavioral intentions toward Airbnb is unexplored. Therefore, this study sets forth a national field investigation to provide a holistic understanding of consumer evaluation of various value dimensions with respect to Airbnb experiences. To empirically test the proposed model, a quantitative, national online survey was conducted using Qualtrics Online Sample. After checking the performance of the measurement model, we evaluated the results of the structural model. The results show that emotional value and quality value significantly explain overall attitude toward Airbnb, whereas, price value and social value were not significant in predicting attitude. However, price value and social value, together with overall attitude, significantly explain consumer’s purchase intention. The results show that the t values from bootstrapping were greater than 1.96, and the R2 values for endogenous variables well exceeded .26. All exogenous constructs producing effect sizes ranging from small to large. In addition, the Q2 for the endogenous latent constructs were well above the threshold, with .421 for overall attitude and .472 for behavioral intentions, thereby substantiating the structural soundness of the proposed model.

The hotel industry has been reaching their existing and prospecting customers via emails throughout a customer’s journey, from pre-arrival information/promotions to post-stay emails for the reviews (Huang, 2016). In different from other email marketing campaigns containing pure promotional materials for acquiring customers, post-stay e-mails can be used to send personalized messages and build an emotional connection with customers by thanking and rewarding their stays. As an increasing number of customers open and read emails via mobile devices on the move (Jordan, 2015), effectively designed post-stay emails with persuasive messages can be a powerful communicating method keeping customers in the lines of dialog with the brands. However, there is lack of studies on how the post-stay email marketing campaign works to retain customers. This study aimed to identify post-stay email features that affect customers’ intention to revisit the same hotel brand depending on their levels of involvement in choosing hotels for leisure purpose. Grounded on the Elaboration Likelihood Model (ELM) (Petty & Cacioppo, 1986), this study identified what causes “motivation” to process a post-stay email and which email features can be more effectively positioned to persuade consumers with different elaboration levels. This study developed hypotheses regarding the effects of email features on attitude and intention to revisit the hotel brands. A total of 189 responses was determined to be usable in this study. Using Path Analysis, this study tested multivariate regression model with direct effect of email features on attitude and indirect effects of email features on intention to revisit the hotel brand. In addition, this study tested a moderating effect of leisure involvement on the hypothesized paths. The results showed that consumers with a low level of leisure involvement tended to be influenced by financial and interactivity features on their attitude towards the hotel brand while personalization features yielded favorable attitude towards the hotel brand for consumers with a high level of leisure involvement. Attitude towards the hotel brand was a significant predictor of behavioral intention to revisit the hotel brand that sends post-stay emails in this study. Industry professionals and researchers can utilize this study to better design their e-mails as customer retention strategies. The email features analyzed in this study can be strategically included in the post-stay e-mail according to their target market. The initiative can assist in reinforcing or persuading their guests to revisit the hotel brand and build stronger customer relationships.

This paper develops a conceptual model of international social media marketing strategy that describes how culture shapes consumers’ use of social media around the world. Drawing from cultural psychology, marketing, and computer information systems, we use Kietzmann et al.’s (2011) functional building blocks of social media to organize social media functions, then explicate how various dimensions of culture affect the way such social media functions are used across cultures. By delineating these complex relationships, our model and the propositions that stem from it offer directions for future research and advance understanding of cross-cultural differences with implications for businesses that provide social media or capitalize on social media for global reach in the international marketplace.

Clithon retropictus has been protected by the Ministry of Environment as an endangered species since 1998 and has been listed on the state red list of endangered species category II. It is viewed as a representative for all endangered species in the northeastern coastal waters of Korea. Most of the habitats of C. retropictus have been found to be in an unstable state because of development projects such as road construction, small stream development, irrigation for securing agricultural water, and flood prevention. These habitats are damaged by small stream maintenance projects and development, and the risk of damage is increasing and active efforts are needed in order to protect them. Although the Ministry of Environment is striving to preserve this endangered species, the habitat of C. retropictus is still facing external threats because it spreads to only a small area at high densities. Therefore, in order to protect the habitat of C. retropictus, a level II endangered species, it is urgent to make an effort to minimize habitat damage and to take measures for its protection.

Nonthermal atmospheric plasma has been studied for its many biomedical effects, such as tooth bleaching, wound healing, and coagulation. In this study, the effects of dentinal tubules occlusion were investigated using fluoride-carboxymethyl cellulose (F-CMC) gel, nano-sized hydroxyapatite (n-HA), and nonthermal atmospheric plasma. Human dentin specimens were divided to 5 groups (group C, HA, HAF, HAP, and HAFP). Group HA was treated with n-HA, group HAF was treated with n-HA after a F-CMC gel application, group HAP was treated with n-HA after a plasma treatment and group HAFP was treated with n-HA after a plasma and F-CMC gel treatment. The occlusion of dentinal tubules was investigated using scanning electron microscopy (SEM) and energy dispersive x-ray spectroscopy (EDS), which shows Ca/P ratio. In the EDS results, a higher Ca/P ratio was shown in the groups including n-HA than in the control group. The specimens of group HAP and HAFP had a higher Ca/P ratio in retentivity. In the SEM results, there was not a significant difference in the amount of times applied. Therefore, this study suggests F-CMC gel and n-HA treatment using nonthermal atmospheric plasma will be a new treatment method for decreasing hypersensitivity.

Codium fragile (Suringar) Hariot is an edible green seaweed that belong to the Codiaceae family and has been used in Oriental medicine for the treatment of enterobiasis, dropsy, and dysuria. Methanol extract of codium fragile has anti-oxidant, anti-inflammatory and anti-cancer properties, although the anti-cancer effect on oral cancer has not yet been reported. In this study, we investigated the anti-cancer activity and the mechanism of cell death by methanol extracts of Codium fragile (MeCF) on human FaDu hypopharyngeal squamous carcinoma cells. Our data showed that MeCF inhibits cell viability in a dose-dependent manner, and markedly induced apoptosis, as determined by the MTT assay, Live/Dead assay, and DAPI stain. In addition, MeCF induced the proteolytic cleavage of procaspase -3, -7, -9 and poly(ADP-ribose) polymerase(PARP), and upregulated or downregulated the expression of mitochondrial-apoptosis factor, Bax(pro-apoptotic factor), and Bcl-2(anti-apoptotic factor), . Futhermore, MeCF induced a cell cycle arrest at the G1/S phase through suppressing the expression of the cell cycle cascade proteins, p21, CDK4, CyclinD1, and phospho-Rb. Taken together, these results indicated that MeCF inhibits cell growth, and this inhibition is mediated by caspase- and mitochondrial-dependent apoptotic pathways through cell cycle arrest at the G1/S phase in human FaDu hypopharyngeal squamous carcinoma cells. Therefore, methanol extracts of Codium fragile can be provided as a novel chemotherapeutic drug due to its growth inhibition effects and induction of apoptosis in human oral cancer cells.

우리는 게임 렌더링을 위해 파스텔 드로잉 효과를 시뮬레이션 하는 회선기반 방법을 제안한다. 연구 동기는 굵고 진한 스트로크 패턴, 문지르기 효과, 스트로크 겹침 등 파스텔 드로잉의 속성을 모방하는 것이다. 굵고 진한 파스텔 스트로크 패턴을 위해 우리는 직사각형 모양의 스트로크 패턴과 유사한 굵은 노이즈를 사용한다. 문지르기 효과는 노이즈를 두 단계로 적분하는 회선 모델을 제안한다: 첫 단계로 회선 방향에 수직한 노이즈를 적분하고, 이를 두 번째 단계에서 회선 방향으로 적분한다. 스트로크 겹침 효과를 구현하기 위해 우리는 누적 노이즈 필드(ANF, accumulated noise field)를 제안한다. 이는 각 레이어에 노이즈가 분포되어 있다고 가정하고, 서로 다른 레이어에 있는 스트로크 패턴의 색을 섞는 모델을 의미한다. 이러한 세 가지 개념은 회선기반 프레임 웍으로 통합되며 시각적으로 만족스러운 게임 장면의 파스텔 드로잉 효과를 보인다.

픽셀 아트는 낮은 해상도와 제한된 색 팔레트를 가지고 영상을 표현한다. 픽셀 아트는 낮은 연 산 성능과 적은 저장 공간을 가지는 초기 컴퓨터 게임에서 주로 사용되었다. 현대에 이르러, 픽셀 아트는 예술이나 퍼즐, 게임과 같은 다양한 분야에서 찾아볼 수 있게 되었다. 본 논문에서는 게임 캐릭터 영상을 입력으로 받는 픽셀 아트 생성 모델을 제안한다. 기존 방법 과는 달리, 합성곱 신경망(CNN:Convolutional-Neural Network)를 픽셀 아트 생성 목적에 맞게 변형하여 이를 이용하는 방법을 제시한다. 기존의 합성곱 연산 후에 upsampling 과정을 추가하여 픽셀 아트가 생성될 수 있도록 하였다. 네트워크는 ground truth와 생성된 픽셀 아트와의 평균 오차 제곱(MSE:Mean Squared Error)을 최소화해나가며 학습을 수행한다. Ground truth는 실제 아티스트가 생성하도록 하였고, 이미지 회전과 반전 기법을 이용하여 augumentation을 수행하였다. 생성된 데이터 집합은 학습, 검증, 시험 데이터로 나누었다. 이러한 데이터 집합을 기반으로 감독 학습을 실시하여 픽셀 아트 생성 네트워크를 학습하였다. 학습 모델의 학습 과정과 학습 정확도를 제시하고, 시험 데이터 뿐만 아니라 다양한 영상에 대한 픽셀 아트 결과도 함께 제시한다.

Cumulative effects are defined as the joint and aggregated effects of many factors and processes. Their consideration in landscape and environmental assessments are integral at both the project and strategic level, and they can help to bridge the different spatial and temporal scales. The primary challenge of conducting cumulative effect assessments (CEAs) is the difficulty in understanding the complicated nature of cumulative effects. We used three criteria for a systematic understanding of the barriers to addressing cumulative effects that are critical for improving knowledge systems for sustainable development and environmental assessment: salience, credibility, and legitimacy, and analyzed three cases through a variety of studies and resources: the Middle Humber in the U.K., the Transboundary Crown of the Continent in the U.S. and Canada, and the Great Sandhills in Canada, to understand how CEAs have been applied and obstructed in terms of the three criteria. In addition, a series of focus group interviews with experts and practitioners were performed to illuminate the critical barriers based on the criteria for addressing CEA in the context of South Korea. Based on the lessons, we suggest several key strategies such as securing a cooperative consulting process, and active and transparent partnerships; using a strategic environmental assessment as a framework; understanding and incorporating stakeholder knowledge; using advanced computer modeling and simulation techniques including effective visualization tools; and preparing a simple model design and understandable scientific information.