There are early studies to attempt users for psychiatric counseling with chatbot. They lead changes in drinking habit based on intervention approach via chat bot. The application does not consider the user's status through conversations, continuous user monitoring, and ethical judgment intervention. We contend that more accurate emotion recognition gives better satisfaction who need mental health care. In addition, appropriate clinical psychological response responses is as well. suggest a...

Spatial visitation patterns and its features on nature-based tourism are difficult to assess using only a field-based survey, which is costly labor intensive. However, understanding of protected area's status critical, as it can strongly influence the sustainability natural resources. Hence, important identify 'where people visit' 'why visit,' evaluate attractive tourists. In this regard, we proposed applied social big data investigate in an ASEAN Heritage Park. Overall, our research was...

Forest fires are one of the most frequently occurring natural hazards, causing substantial economic loss and destruction forest cover. As Gangwon-do region in Korea has abundant resources ecological diversity as Korea's largest area, spatial data on fire susceptibility urgently required. In this study, a map (FFSM) was constructed using Google Earth Engine (GEE) three machine learning algorithms: Classification Regression Trees (CART), Random (RF), Boosted (BRT). The factors related to...

The mounting mental health issues faced by elderly urban residents increase the social and economic costs to society associated with dementia depression. Therefore, it is necessary identify characteristics of suffering from issues, address these more effectively. We used 2015 Community Health Survey data Korea Centers for Disease Control Prevention demographic 11,408 in relation stress levels symptoms depression seven metropolitan areas Korea, calculate odds ratio green space. found that...

Trees in urban areas have significant effects on the ecosystem. They can be used to improve water cycle by increasing evaporation and reducing runoff through rainfall interception. Street trees placed planters impervious reduce intercepting temporarily storing raindrops leaves. Therefore, understanding tree canopy geometry effect of interception is important hydrology. In this study, we assessed morphology using four major street species, Sophora japonica L., Ginkgo biloba Zelkova serrata...

North Korea being one of the most degraded forests globally has recently been emphasizing in forest restoration. Monitoring trend restoration important reference significance for regional environmental management and ecological security. Thus, this study constructed analyzed a time-series land use cover (LULC) map to identify LULC changes (LULCCs) over extensive periods across understand change trends. The analysis used Landsat multi-temporal image Random Forest algorithm on Google Earth...

Fires and their associated carbon air pollutant emissions have a broad range of environmental societal impacts, including negative effects on human health, damage to terrestrial ecosystems, indirect that promote climate change. Previous studies investigated future from the perspective response change population growth, but compound other factors like economic development land use are not yet well known. We explored fire throughout 21st century by changing five (meteorology, biomass, use,...

The heat reduction effect of trees has been investigated through numerical simulations; however, there are still challenges to applying the scientific results planning process due model's complexity and computational resources required. This study investigates a rapid spatial evaluation method for stress potential, measured by mean radiant temperature (MRT), decomposing radiation into sub-radiation using multilayer MRT model. also enables reproduction optimized layouts considering tree...

Androgen receptor (AR) may communicate with the general transcription machinery on core promoter to exert its function as a transcriptional modulator. Our previous report demonstrated that AR interacted factor IIH (TFIIH) under physiological conditions and overexpression of Cdk-activating kinase, kinase moiety TFIIH, enhanced AR-mediated in prostate cancer cells. In an effort further dissect mechanisms implicated transactivation, we here interacts PITALRE, subunit positive elongation b...

Abstract The red imported fire ant is considered one of the most notorious invasive species because its adverse impact on both humans and ecosystems. Public concern regarding ants has been increasing, as they have found seven times in South Korea. Even if are not yet colonized Korea, a proper quarantine plan necessary to prevent their widespread distribution. As basis for planning, we modeled potential distribution under current climate conditions using six different models (SDMs) then...

Green space is fundamental to the quality of life residents, and as such, urban planning or improvement projects often include strategies directly indirectly related greening. Although green well established generate positive effects such cooling, runoff reducing, ecological corridor, a few studies have examined comprehensive process greening in context. To fill this gap literature, study seeks identify model that determines location type greens based on its multiple (e.g., cooling...

Nature-based tourism contributes to the conservation of biodiversity by offering financial stability and enhancing visitors' interest in nature, thus has become an increasingly important issue managing protected areas. However, unsustainable can adversely affect due increased human traffic, devastate a wilderness area. Although demand for nature-based is on rise, monitoring tourist's spatial visitation pattern its characteristics areas extremely rare. Therefore, this study quantified...

Extreme heat exposure has severe negative impacts on humans, and the issue is exacerbated by climate change. Estimating spatial stress such as mean radiant temperature (MRT) currently difficult to apply at city scale. This study constructed a method for estimating MRT of street canyons using Google Street View (GSV) images investigated its large-scale patterns level. We used image segmentation deep learning calculate view factor (VF) project panorama into fisheye images. calculated sun paths...

The frequency of forest fires in Gangwon-do has increased recent years due to advanced climate change and dry weather. area, the largest area South Korea, rich resources ecological diversity, therefore there is an urgent need for more effective monitoring prevention fires. This study proposed a method establish multi-hazard probability map (MHPM) two related hazards (forest droughts) based on multi-layer approach machine learning algorithms fire susceptibility areas. First, extreme drought...