• 제목/요약/키워드: MaxTSS

검색결과 4건 처리시간 0.018초

남한에서 기후변화에 따른 난아열대 목본식물, Myrica rubra와 Syzygium buxifolium의 잠재분포 변화 예측 (Prediction of Changes in Potential Distribution of Warm-Temperate and Subtropical Trees, Myrica rubra and Syzygium buxifolium in South Korea)

  • 임은영;원현규;원종서;김다나;조형진
    • Ecology and Resilient Infrastructure
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    • 제9권4호
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    • pp.282-289
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    • 2022
  • 한반도의 기후변화가 산림생태계에 미치는 영향을 분석하는 것은 난아열대 산림생명자원 관리에 중요하다. 본 연구에서는 난아열대 목본식물인 소귀나무와 Syzygium buxifolium의 위치자료와 생물기후변수를 수집하고, 수집된 자료를 바탕으로 MaxEnt 모형에 적용하여 잠재분포 영역을 추정하였다. 소귀나무의 분포를 결정하는 주요 환경인자는 가장 따뜻한 분기의 강수와 온도 계절성이고, Syzygium buxifolium의 주요 환경인자는 가장 따듯한 분기의 강수와 가장 습한 분기의 강수로 나타났다. MaxEnt 모형의 행정구역별 결과, 소귀나무는 SSP2-4.5 기후변화 시나리오에서 4.6 - 17.7%의 면적 증가율을 보였고, SSP5-8.5 기후변화 시나리오에서 13.8 - 30.5%의 면적 증가율을 보였다. Syzygium buxifolium는 SSP2-4.5 기후변화 시나리오에서 4.8 - 32.2%, SSP5-8.5 기후변화 시나리오에서 12.9 - 48.6%의 면적 증가율을 보였다. 본 연구는 기후변화 시나리오를 적용하여 난대아열대 식물의 미래 잠재분포 영역을 확인하고 데이터베이스를 구축하는데 의의가 있다.

서식처 적합모형을 적용한 고산지역 분비나무의 기후변화 영향평가 (Climate Change Impact Assessment of Abies nephrolepis (Trautv.) Maxim. in Subalpine Ecosystem using Ensemble Habitat Suitability Modeling)

  • 최재용;이상혁
    • 한국환경복원기술학회지
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    • 제21권1호
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    • pp.103-118
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    • 2018
  • Ecosystems in subalpine regions are recognized as areas vulnerable to climatic changes because rainfall and the possibility of flora migration are very low due to the characteristics of topography in the regions. In this context, habitat niche was formulated for representative species of arbors in subalpine regions in order to understand the effects of climatic changes on alpine arbor ecosystems. The current potential habitats were modeled as future change areas according to the climatic change scenarios. Based on the growth conditions and environmental characteristics of the habitats, the study was conducted to identify direct and indirect causes affecting the habitat reduction of Abies nephrolepis. Diverse model algorithms for explanation of the relationship between the emergence of biological species and habitat environments were reviewed to construct the environmental data suitable for the six models(GLM, GAM, RF, MaxEnt, ANN, and SVM). Weights determined through TSS were applied to the six models for ensemble in an attempt to minimize the uncertainty of the models. Based on the current climate determined by averaging the climates over the past 30years(1981~2010) and the HadGEM-RA model was applied to fabricate bioclimatic variables for scenarios RCP 4.5 and 8.5 on the near and far future. The results of models of the alpine region tree species studied were put together and evaluated and the results indicated that a total of eight national parks such as Mt. Seorak, Odaesan, and Hallasan would be mainly affected by climatic changes. Changes in the Baekdudaegan reserves were analyzed and in the results, A. nephrolepis was predicted to be affected the most in the RCP8.5. The results of analysis as such are expected to be finally utilizable in the survey of biological species in the Korean peninsula, restoration and conservation strategies considering climatic changes as the analysis identified the degrees of impacts of climatic changes on subalpine region trees in Korean peninsula with very high conservation values.

Potential impact of climate change on the species richness of subalpine plant species in the mountain national parks of South Korea

  • Adhikari, Pradeep;Shin, Man-Seok;Jeon, Ja-Young;Kim, Hyun Woo;Hong, Seungbum;Seo, Changwan
    • Journal of Ecology and Environment
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    • 제42권4호
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    • pp.298-307
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    • 2018
  • Background: Subalpine ecosystems at high altitudes and latitudes are particularly sensitive to climate change. In South Korea, the prediction of the species richness of subalpine plant species under future climate change is not well studied. Thus, this study aims to assess the potential impact of climate change on species richness of subalpine plant species (14 species) in the 17 mountain national parks (MNPs) of South Korea under climate change scenarios' representative concentration pathways (RCP) 4.5 and RCP 8.5 using maximum entropy (MaxEnt) and Migclim for the years 2050 and 2070. Results: Altogether, 723 species occurrence points of 14 species and six selected variables were used in modeling. The models developed for all species showed excellent performance (AUC > 0.89 and TSS > 0.70). The results predicted a significant loss of species richness in all MNPs. Under RCP 4.5, the range of reduction was predicted to be 15.38-94.02% by 2050 and 21.42-96.64% by 2070. Similarly, under RCP 8.5, it will decline 15.38-97.9% by 2050 and 23.07-100% by 2070. The reduction was relatively high in the MNPs located in the central regions (Songnisan and Gyeryongsan), eastern region (Juwangsan), and southern regions (Mudeungsan, Wolchulsan, Hallasan, and Jirisan) compared to the northern and northeastern regions (Odaesan, Seoraksan, Chiaksan, and Taebaeksan). Conclusions: This result indicates that the MNPs at low altitudes and latitudes have a large effect on the climate change in subalpine plant species. This study suggested that subalpine species are highly threatened due to climate change and that immediate actions are required to conserve subalpine species and to minimize the effect of climate change.

온주밀감의 과실 품질에 미치는 타이벡 멀칭 및 점적관수의 효과 (Effect of Tyvex Mulching and Trickle Irrigation on Fruit Quality in Satsuma Mandarin (Citrus unshiu Mark.))

  • 한상헌;강훈;채치원
    • 원예과학기술지
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    • 제32권1호
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    • pp.18-25
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    • 2014
  • 본 연구는 탱자에 접목한 온주밀감을 대상으로 멀칭 및 점적 관수 처리 시 과실의 내외부 형질에 미치는 수분 관계를 알아보고자 전기간 타이벡 멀칭구(WM), 멀칭 후 10월 22일부터 수확기까지 점적관수(MT) 그리고 무멀칭구(NM) 3그룹으로 나누어 시험하였다. 점적관수 기간 중 TM 내 토양수분함량은 평균적으로 WM 내의 수분함량보다 낮았다. 엽수분포텐셜(${\Psi}max$)은 멀칭 처리구에서 -1.5MPa에서 -2.5MPa까지 수준을 유지한 반면 관수로 인해 점진적으로 증가하였다. 사양 내 수분 및 삼투포텐셜은 건조에 의해 감소하였으나 멀칭 후 관수의 결과로 다시 증가했다. 과즙 내 가용성 고형물 함량은 건조에 의해 증가되었으나 건조 후 수분 공급에 의해 그 효과는 사라졌다. 적정 산함량은 건조에 의해 증가 하였으나 건조 후 관수에 의해 계속적으로 감소하여 1% 수준에 다다랐다. 총 가용성 고형물의 축적은 적극적 삼투조절에 따른 보상이며 감소된 산함량은 건조 후 관수에 의한 빠른 호흡과 수분 흡수의 결과임을 알 수 있었다.