• Korean Journal of Agricultural and Forest Meteorology
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• v.21 no.2
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• pp.75-84
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• 2019

In this study, the random forest approach was used to predict the national mean rice yield of South Korea by using mean climatic factors at a national scale. A random forest model that used monthly climate variable and year as an important predictor in predicting crop yield. Annual yield change would be affected by technical improvement for crop management as well as climate. Year as prediction factor represent technical improvement. Thus, it is likely that the variables of importance identified for the random forest model could result in a large error in prediction of rice yield in practice. It was also found that elimination of the trend of yield data resulted in reasonable accuracy in prediction of yield using the random forest model. For example, yield prediction using the training set (data obtained from 1991 to 2005) had a relatively high degree of agreement statistics. Although the degree of agreement statistics for yield prediction for the test set (2006-2015) was not as good as those for the training set, the value of relative root mean square error (RRMSE) was less than 5%. In the variable importance plot, significant difference was noted in the importance of climate factors between the training and test sets. This difference could be attributed to the shifting of the transplanting date, which might have affected the growing season. This suggested that acceptable yield prediction could be achieved using random forest, when the data set included consistent planting or transplanting dates in the predicted area.

• Journal of Korean Society of Forest Science
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• v.104 no.4
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• pp.668-676
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• 2015

The objective of this paper is to elicit some policy implications to promote agroforestry in South Korea from the consumers' perspective. We conducted internet survey to 640 urban households about the recognition of forest farming products. Consumers purchased forest farming products for their nutrition, medical function, and safety and regarded them as higher quality than crops cultivated from agricultural land. Consumers preferred forest farming products but revealed no difference in recognition of naturally-grown products. Consumers buying forest products prioritize the quality and medical function among attributes. Among consumers as their income increases, they regard naturally grown products more important than price and freshness. Therefore, to promote agroforestry in South Korea, certification for naturally-grown products to win the consumers' trust and the $6^{th}$ industrialization by combining experience and green tourism program must be considered.

• Journal of Korean Society of Rural Planning
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• v.22 no.2
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• pp.99-107
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• 2016

Forest service government has been prepared a Forest welfare voucher service system base on published law on th Promotion Welfare Forest. The purpose of this research is study on domestic situation and set on direction of voucher service before started it. In particular, voucher service will be implemented to Forest service government's recreation facilities area, awareness of voucher service system of its users and operators need to be reveal, and also other government's similar voucher operator's opinions also investigate. From those results, it find out introduction factors of forest welfare services voucher system. Recognition investigating survey result shows that the ordinary people are interested in programs, the forest recreation experts are interested in 'Construction and utilization of forest infrastructure', other voucher's experts are interested in 'Training', and ordinary people are interested in 'voucher programs'. So each respondents' results are different in important factors of introducing welfare service voucher system.

• Korean Journal of Agricultural and Forest Meteorology
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• v.23 no.4
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• pp.190-192
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• 2021

• Journal of Korean Society of Rural Planning
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• v.21 no.2
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• pp.51-61
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• 2015

The necessity of universal design for forestry is increasing. Although several studies applied universal design in forest site, they had been only concentrated on the barrier-free design for the limited activities rather than overall utilization for considering all visitors from the disabled, the elderly and the infirm to the baby and child. The purpose of this study is to find out the principle of the universal design within forest welfare service facilities by analysing how socially disadvantaged people perceive overall usage of natural recreation forest area. This study figures out the main principles of universal design in forest welfare through analyzing usage of children and disabilities in Yumyeongsan natural recreation forest where is one of the popular type of forest welfare area. By doing focus interviews targeted on children and disabilities, the results are analyzed through semantic network analysis, objectively. The result proves that universal design in forest welfare area contains four principles; convenience, safety, diversity and amenity. Also it confirmed that disabilities need better internal space facilities and priority care. Through those characters of universal design, forest area will be able to cover more various type of users as forest welfare area.

• Korean Journal of Agricultural and Forest Meteorology
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• v.21 no.3
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• pp.117-120
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• 2019

• Journal of the Korea Academia-Industrial cooperation Society
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• v.17 no.5
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• pp.574-581
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• 2016

Exports of Korean non-timber forest products to the Japanese market decreased 46.3% from 17.54 million dollars in 2010 to 9.42 million dollars in 2014. This research aims to find the appropriate strategies for exporting Korean non-timber products, such as chestnut, shitake, persimmon, and wild ginseng. We applied conjoint analysis to investigate the preferences of Japanese homemakers for Korean non-timber products. The results are as follows: (1) There is a clear distinction in the preference for the attributes and levels of products; (2).Korean products are preferred to Chinese products, but have lower competitiveness than Japanese products; (3) Japanese homemakers responded sensitively, not to the forest product prices, but to changes in their specific attributes. These results can be used to promote the export of Korean non-timber products to the Japanese market.

• Journal of Korean Society of Forest Science
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• v.63 no.1
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• pp.129-137
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• 1984

• Journal of Agricultural Extension & Community Development
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• v.23 no.4
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• pp.347-359
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• 2016

Landscape characteristics and the culture of the sacred Dangsan forests located at Mulgeon village, Eunjeom village and Daejipo village in Mulgeon-ri, Namhae-gun were investigated. The potential of Dangsan forests for agricultural heritage, linked with paddy fields, has been discussed. Dangsan forest is a traditional village forest and a representative cultural heritage with a history of more than several hundred years. The Ministry of Agriculture, Food and Rural Affairs of Korea evaluates that the agricultural heritage is a new means and will provide a potential for the development of rural areas. The Dangsan forests were located in the neighborhood of paddy fields. The Dangsan forests are to be related to paddy fields in order to get attention as an agricultural heritage. Especially, the Dangsan forest of Mulgeon village was designated as Natural Monument ＃150 with the name, Windbreak forest of Mulgeon-ri, Namhae. It was suggested that the national monument to rename as Dangsan forest of Mulgeon village, Namhae. The size of this forest was measured to be 735 m in length and 31 m in width. Mulgeon-ri will be better recognized as a candidate place of agricultural heritage with three Dangsan forests associated with paddy fields.

• Journal of Korean Society of Forest Science
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• v.96 no.6
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• pp.714-723
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• 2007

This study aims to suggest the necessary political implications for the introduction of green tourism in "Mountain Village Project" through the survey of local residents on the recognition of rural and mountain villages about the Village Development Projects. Direct survey using a structured questionnaire was executed to each local resident in different types of rural tourism villages such as the Mountain development village, the Green agricultural village, the Rural theme village, and mixed type of village between them. It was revealed that local residents in the Mountain development village had a positive reaction to the Project, whereas those in mixed type of village did not notice highly the change by the Project. Residents in the Mountain development village highly satisfied with the Project as improved income sources. In addition, it was shown that local residents recognised the necessity of social education and they highly wanted to participate in it. Residents in the Green agricultural village also wanted to put an effort to introduce an activity-based program for village development.