• Title/Summary/Keyword: 단풍잎돼지풀

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Analyze weeds classification with visual explanation based on Convolutional Neural Networks

  • Vo, Hoang-Trong;Yu, Gwang-Hyun;Nguyen, Huy-Toan;Lee, Ju-Hwan;Dang, Thanh-Vu;Kim, Jin-Young
    • Smart Media Journal
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    • v.8 no.3
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    • pp.31-40
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    • 2019
  • To understand how a Convolutional Neural Network (CNN) model captures the features of a pattern to determine which class it belongs to, in this paper, we use Gradient-weighted Class Activation Mapping (Grad-CAM) to visualize and analyze how well a CNN model behave on the CNU weeds dataset. We apply this technique to Resnet model and figure out which features this model captures to determine a specific class, what makes the model get a correct/wrong classification, and how those wrong label images can cause a negative effect to a CNN model during the training process. In the experiment, Grad-CAM highlights the important regions of weeds, depending on the patterns learned by Resnet, such as the lobe and limb on 미국가막사리, or the entire leaf surface on 단풍잎돼지풀. Besides, Grad-CAM points out a CNN model can localize the object even though it is trained only for the classification problem.

Flora of Western part in Korea Civilian Control Zone (CCZ). (서부 민통선 일원의 관속식물상)

  • Kim, Kyoung-Hoon;Kang, Shin-Ho
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.04a
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    • pp.31-31
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    • 2019
  • 서부 민통지역은 육군 제 1사단, 육군 제 25사단, 육군 제 28사단 관할지역에 걸쳐있다. 경기도 파주시 민통지역은 육군 제1사단 관할지역으로 장단면, 군내면, 진동면을 포함한다. 연천군 반정리는 육군 제 25사단 관할 지역 내에 있다. 본 조사에서는 장단면 일대와 군내면 정자리 덕진산성, 진동면 동파리 일월봉, 임진강변, 수내천, 세월천을 중심으로 세 개 면과 연천군 장남면 반정리의 식물상을 조사하여, 서부 민통지역의 주요 식물들의 분포를 자세히 파악하고자 하였다. 2012년 4월부터 2018년 10월까지 조사를 통해 463점의 표본을 확보하였고, 총 96과 307속 415종, 3아종, 45변종 6품종의 469분류군이 확인되었다. 조사 시기 중 멸종위기종은 발견되지 않았으며, 우리나라 특산식물로는 고려엉겅퀴, 벌개미취, 키버들 등 7분류군이 확인 되었다. 식물구계학적 특정종으로는 Ⅴ등급 통발을 비롯, IV등급 8종, III등급 11종, II등급 11종, I등급 16종이 발견되었다. 서부 민통지역에서 확인된 외래 및 귀화식물은 단풍잎돼지풀을 포함한 35분류군으로 전체 식물의 7.5%에 해당한다. 최근 무분별한 개발로 인한 민통지역 자연자원의 보전대책 수립도 요구된다.

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The Flora of Munsu Mt. in Gimpo (김포 문수산의 식물상)

  • Jong-Won Lee;Yu Cheol Park;Seung Se Choi;Shin-Ho Kang
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2020.08a
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    • pp.35-35
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    • 2020
  • 본 연구는 한남정맥의 최 북서쪽에 위치한 경기도 김포시의 문수산(376m) 일원을 중심으로 식물상을 조사하였다. 본 연구에서 확인된 관속식물은 97과, 241속, 340종, 41변종, 6아종, 2품종 등 총 389분류군으로 조사되었다. 특산식물은 병꽃나무, 복사앵도 및 산이스라지 등 6분류군이 확인되었고, 식물구계학적 특정식물은 I등급은 부싯깃고사리, 비목나무, 삿갓사초, 소사나무 등 15분류군, II등급은 꼬리조팝나무, 돌단풍, 피나무, 오리나무 등 6분류군, III등급은 좀작살나무, 좀개미취, 산벚나무, 병아리꽃나무 등 5분류군, IV등급은 복상앵도, 산복사 등 3분류으로 확인되었다. 환경부에서 지정한 외래종 및 생태계교란 야생식물은 가시박, 단풍잎돼지풀, 도깨비가지, 미국쑥부쟁이, 애기수영, 털물참새피 등 53분류분이 확인되었다. 하지만 선행연구에서 조사되었던 멸종위기종 II급인 매화마름과 산림청지정 희귀식물 위기종 깽깽이풀 2분류군이 조사되지 않아 추후 추가 조사 및 유전자원 현지내외 보전대책을 수립해야 할 것이다.

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The Flora of Vascular Plants of Mt. Mangtaebong (Inje-gun, Gangwon-do) in the DMZ area (DMZ일원 망태봉(강원도 인제군)의 관속식물상)

  • Lee, Ahyoung;An, Jong-Bin;Kim, Sang-Jun;Hwang, Hee-Suk;Park, Jinsun;Bak, Gippeum;Song, Jin-Heon;Yun, Ho-Geun;Jung, Ji-Young;Jung, Su-Young;Kim, Il-Kwon;Shin, Hyun-Tak;Lee, Cheol-Ho
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.04a
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    • pp.75-75
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    • 2019
  • 본 연구에서는 DMZ 일원인 강원도 인제군 망태봉(771.4m) 일대를 중심으로 2018년 4월부터 10월까지 총 8회에 걸쳐 식물상 조사를 실시하였다. 관속식물은 76과 187속 235종 2아종 28변종 4품종으로 총 269분류군이 조사되었다. 분류군별로는 양치식물이 7과 21분류군, 나자식물이 1과 3분류군, 쌍자엽식물이 60과 208분류군, 단자엽식물이 8과 37분류군으로 확인되었다. 주요 식물로는 특산식물이 할미밀망(Clematis trichotoma), 무늬족도리풀(Asarum versicolor), 병꽃나무(Weigela subsessilis), 고려엉겅퀴(Cirsium setidens), 처녀치마(Heloniopsis koreana) 등 6분류군, 산림청 지정 희귀식물은 위기종(Endangered, EN)인 구실바위취(Saxifraga octopetala)와 관심대상종(Least Concern, LC)인 도깨비부채(Rodgersia podophylla)로 총 2분류군이 확인되었다. 기후변화취약종인 산림청 지정의 북방계식물은 회리바람꽃(Anemone reflexa), 피나물(Hylomecon vernalis), 돌단풍(Mukdenia rossii), 애기앉은부채(Symplocarpus nipponicus) 등 7분류군이 확인되었다. 침입외래식물은 생태계교란종인 돼지풀(Ambrosia artemisiifolia), 단풍잎돼지풀(Ambrosia trifida), 미국쑥부쟁이(Aster pilosus) 3분류군을 포함하여 총 7분류군이 조사되었다. 유용식물로는 용도가 뚜렷하지 않은 77분류군(28.6%)을 제외한 192분류군(71.4%)이 자원식물로서 이용가치가 있는 것으로 나타났다. 이들을 용도에 따라 구분해보면 식용 107분류군(39.8%), 섬유용 3분류군(1.1%), 약용 80분류군(29.7%), 관상용 32분류군(11.9%), 사료용 87분류군(32.3%), 산업용 2분류군(0.7%), 염료용 3분류군(1.1%), 목재용 7분류군(2.6%)으로 조사되었다.

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Vascular Plants Distributed in Ridge of the Northernmost Baekdudaegan Mountains(Hyangrobong~Guryongryeong) (최북단 백두대간(향로봉~구룡령) 능선부에 분포하는 관속식물상)

  • Oh, Hyunkyung;You, Juhan
    • Journal of Environmental Impact Assessment
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    • v.28 no.4
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    • pp.347-372
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    • 2019
  • The purpose of this study is to provide the basic data for management of the ecosystem of Baekdudaegan Mountains by surveying and analysing the vascular plants distributed from Hyangrobong area to Guryongryeong area. The numbers of vascular plants in the whole survey areas were summarized as 633 taxa including 95 families, 321 genera, 549 species, 4 subspecies, 70 varieties, and 10 forms. There were 285 taxa in Hyangrobong area, 256 taxa in Masanbong area, 318 taxa in Mt. Seoraksan area, 281 taxa in Mt. Jeombongsan area, 173 taxa in Bukamryeong and Ohsaekcheon valley area, 197 taxa in Soenadeuri area, 203 taxa in Yeongarigol area, and 168 taxa in Guryongryeong area. The endangered species were 2 taxa including Leontice microrrhyncha and Smilacina bicolor. The rare plants were 39 taxa including Pinus pumila, Halenia corniculata, Juniperus chinensis var. sargentii, and so forth. In IUCN Red List categories, there were 2 taxa of CR, 7 taxa of EN, 10 taxa of VU, 18 taxa of LC, and 2 taxa of DD. The Korean endemic plants were 23 taxa including Salix koriyanagi, Anemone koraiensis, Lespedeza maritima, Cirsium setidens, Saussurea seoulensis, Carex okamotoi, and so forth. The plants adaptable to climate change were 48 taxa including 17 taxa of endemic plants, 1 taxon of southern plant, and 30 taxa of northern plants. The naturalized plants were 32 taxa including Fallopia dumetorum, Cerastium glomeratum, Papaverrhoeas, Bidensfrondosa, Lolium perenne, and so forth. The invasive alien plants were 3 taxa including Rumex acetocella, Ambrosia artemisiifolia, and Ambrosia trifida.

The Characteristics of Vascular Plants Distributed in Hannam-Jeongmaek - Focused on Mt. Munsu, Mt. Gyeyang, Mt. Suri and Mt. Gwanggyo - (한남정맥에 분포하는 관속식물상의 특성 - 문수산, 계양산, 수리산, 광교산을 중심으로 -)

  • Oh, Hyunkyung;Kim, Dongpil;You, Juhan
    • Journal of Environmental Impact Assessment
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    • v.26 no.2
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    • pp.140-159
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    • 2017
  • The purpose of this study is to construct the information of natural resources and the basic data for assessing the Korean natural environment by objective surveying and analysing vascular plants distributed in the main survey sites of Hannam-Jeongmaek. The vascular plants were summarized, numbering 488 taxa including 102 families, 300 genera, 428 species, 4 subspecies, 50 varieties and 6 forms. The rare plants were 4 taxa including Aristolochia contorta(LC), Viola albida(LC), Chionanthus retusus(LC) and Tylophora floribunda(VU). The Korean endemic plants were 7 taxa including Salix koriyanagi, Clematis brachyura, Clematis trichotoma, Philadelphus schrenckii, Paulownia coreana, Weigela subsessilis and Cirsium setidens. The specific plants by floristic region were 29 taxa including 1 taxa of grade IV, 3 taxa of grade III, 5 taxa of grade II and 20 taxa of grade I. The naturalized plants were 52 taxa including Fallopia dentatoalata, Rumex obtusifolius, Helianthustuberosus, Dactylis glomerata, Phleum pratense and so forth. The invasive alien plants were 7 taxa including Rumex acetosella, Sicyos angulatus, Ambrosia artemisiifolia, Ambrosia trifida, Aster pilosus, Eupatorium rugosum and Lactuca scariola.

Distribution and Management of Naturalized Plants in the Northern Area of South Jeolla Province, Korea (전남 북부지역의 귀화식물 분포 및 관리방안)

  • Lim, Dong-Ok;Kim, Ha-Song;Park, Moon-Soo
    • Korean Journal of Environment and Ecology
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    • v.23 no.6
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    • pp.506-515
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    • 2009
  • This study was carried out to investigate the distribution status and UI(urbanization index) of the naturalized plants and exotic plants. For this purpose 7 cities and counties in the northern South Jeolla Province were selected and investigations were conducted on a total of 14 sites, two sites from each city or county, during the period of March to November 2006. The exotic plants were identified as 111 taxa; 26 families, 79 genera, 105 species, and 6 varieties. As for urbanization index, Hampyeong County had the highest level of urbanization(21.95%) and Gokseong County the lowest level of urbanization(16.38%). Naturalized plants classified as family were as follows: Compositae was 36 kinds(32.43%) Graminae 17 kinds(15.31%) and Leguminosae 7 kinds(6.31%). Major communities of naturalized plants consisted of 21 communities including Robinia pseudoacacia-Amorpha fruticosa community, Erigeron annuus community, Erigeron canadensis community etc. Invasive naturalized plants consisted of 7 taxa: Paspalum disticum var. indutum, Paspalum distichum, Rumex acetocella, Solanum carolinense, Aster pilosus, Ambrosia artemisiifolia var. elatior and Ambrosia trifida. The study shows that the integrated management of exotic plants on a national scale is needed. It also recommend that a systematic and integrated management of exotic plants in the northern South Jeolla Province is crucial to preserve and protect natural species.

Distribution Characteristics of Alien Plants by Wetland Types in the Ecologically Outstanding Wetlands of South Korea (국내 생태우수습지의 유형별 외래식물상 현황 및 특성)

  • Chu, Yeounsu;Cho, Kwang-Jin;Kim, Mijeong;Lee, Changsu;Yoon, Jungdo;Lim, Jeoncheol
    • Ecology and Resilient Infrastructure
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    • v.7 no.3
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    • pp.145-159
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    • 2020
  • Wetlands are vulnerable to biological invasion by alien species, because they function as sinks that accumulate excess water, sediments, nutrients, and other contaminants from the surrounding watersheds by disturbance. In this study, to understand the status and characteristics of the alien plants based on the type of wetlands, we classified 24 ecologically outstanding wetlands and analyzed the status of alien flora. A total of 130 alien plants were found in the wetlands, accounting for 11% of the total plant species. Among them, the Asteraceae species was the most diverse, with 40 species. Erigeron annuus and Oenothera ordorata had the highest frequency of occurrence. The species richness of alien plants in the riverine and lacustrine wetlands (average: 30 species) was higher than that in the mountainous palustrine wetlands (average: 10 species). The same results were found in the naturalization index, urbanization index, and ratio of annuals and biennials, which indicate the degree of artificial interference. In the cluster analysis, the riverine and lacustrine wetlands were combined, and only the mountainous palustrine wetlands were separated. The number of alien plants is remarkably low in the mountainous palustrine wetlands, and it is considered to be the influence of Erigeron strigosus, Symphytum officinale, and Bilderdykia convolvulus, not found in the other types of wetlands. In particular, invasive alien plants such as Aster pilosus, Ambrosia trifida, Sicyos angulatus, Ambrosia artemisiifolia var. elatior were found intensively in the riverine wetlands. Therefore, it is considered that a methodical management is urgently required considering the dispersal of alien plants in the riverine and lacustrine wetlands with high artificial interference.

Analysis on Environmental Indices and Naturalized Plants Distributed in Gyeryong-si, Korea (계룡시에 분포하는 귀화식물과 환경지수 분석)

  • Oh, Hyun-Kyung;SaGong, Jung-Hee;You, Ju-Han
    • Korean Journal of Environment and Ecology
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    • v.25 no.4
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    • pp.479-489
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    • 2011
  • This study was carried out to propose AUI(Advanced Urbanized Index), ADI(Advanced Disturbed Index) and TEI(Total Environmental Index) and to understand the ecological characteristics of naturalized plants by objective and systematic analysis about naturalized plants distributed in Gyeryong-si, Chungcheongnam-do, Korea. The numbers of naturalized plants identified in this site were 47 taxa; 15 families, 35 genera and 47 species. The invasive alien plants were 5 taxa; Aster pilosus Willd., Rumex acetocella L., Sicyos angulatus L., Amborisa trifida L., and A. artemisiaefolia L. In the results of analysis by administrative district, Shindoan-myeon was 33 taxa, Eomsa-myeon 29 taxa, Duma 31 taxa and Geumam-dong 18 taxa. In an analysis of life forms, there were 6 taxa of chamaiphytes, 8 taxa of hemicryptophytes, 2 taxa of geophytes and 31 taxa of therophytes. In the results of analysing environmental indices, the range of UI was 6.5~11.8%, AUI 0.3~5.3%, DI 18.2~36.4%, ADI 0.9~16.4% and TEI 0.6~10.9%. The AUI, ADI and TEI of whole Gyeryong-si were 16.8%, 45.5% and 31.2%.

The Vascular plants of Mt. Myeongu, Mt. Ouem(Jukwang-myeon, Gosung-gun, Gangwon-do) in the vicinity of the DMZ (DMZ일원 명우산, 오음산(강원도 고성군 죽왕면)의 관속식물상)

  • Hwang, Hee-Suk;An, Jong-Bin;Bak, Gippeum;Park, Jinsun;Kim, Sang-Jun;Lee, Ahyoung;Song, Jin-Heon;Yun, Ho-Geun;Jung, Ji-Young;Jung, Su-Young;Kim, Il-Kwon;Shin, Hyun-Tak;Lee, Cheol-Ho
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2019.04a
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    • pp.76-76
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    • 2019
  • 본 연구에서는 강원도 고성군 죽왕면 구성리에 위치한 명우산(335.5m)과 오봉리에 위치한 오음산(281.7m) 일대를 중심으로 식물상을 조사하였다. 명우산의 관속식물은 72과 203속 236종 4아종 23변종 3품종으로 총 239분류군이 조사되었고, 오음산의 관속식물은 71과 185속 236종 2아종 31변종 3품종으로 총 257분류군이 조사되었다. 주요 식물로 명우산의 경우 특산식물은 노랑갈퀴(Vicia chosenensis), 백운산원추리(Hemerocallis hakuunensis) 등 4분류군이 조사되었고, 이는 명우산에서 조사된 식물의 1.67%로 특산식물 360분류군(정규영 등, 2017)의 1.1%에 해당된다. 오음산의 경우 특산식물은 노랑갈퀴(Vicia chosenensis), 새며느리밥풀(Melampyrum setaceum var. nakaianum) 2분류군이 조사되었고, 이는 오음산에서 조사된 식물의 0.78%, 특산식물 360분류군(정규영 등, 2017)의 0.56%에 해당된다. 희귀식물로는 명우산은 확인되지 않았고, 오음산은 위기종(EN)인 참작약(Paeonia lactiflora var. trichocarpa) 1분류군이 확인되었다. 침입외래식물로는 명우산의 경우 단풍잎돼지풀(Ambrosia trifida), 미국쑥부쟁이(Aster pilosus) 등 총 10분류군이 확인되었고, 오음산의 경우 미국실새삼(Cuscuta pentagona), 돼지풀(Ambrosia artemisiifolia) 등 총 12분류군이 확인되었다.

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