• 제목/요약/키워드: Landscape crop

검색결과 120건 처리시간 0.023초

지도학습 알고리즘 기반 3D 노지 작물 구분 모델 개발 (Development of 3D Crop Segmentation Model in Open-field Based on Supervised Machine Learning Algorithm)

  • 정영준;이종혁;이상익;오부영;;서병훈;김동수;서예진;최원
    • 한국농공학회논문집
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    • 제64권1호
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    • pp.15-26
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    • 2022
  • 3D open-field farm model developed from UAV (Unmanned Aerial Vehicle) data could make crop monitoring easier, also could be an important dataset for various fields like remote sensing or precision agriculture. It is essential to separate crops from the non-crop area because labeling in a manual way is extremely laborious and not appropriate for continuous monitoring. We, therefore, made a 3D open-field farm model based on UAV images and developed a crop segmentation model using a supervised machine learning algorithm. We compared performances from various models using different data features like color or geographic coordinates, and two supervised learning algorithms which are SVM (Support Vector Machine) and KNN (K-Nearest Neighbors). The best approach was trained with 2-dimensional data, ExGR (Excess of Green minus Excess of Red) and z coordinate value, using KNN algorithm, whose accuracy, precision, recall, F1 score was 97.85, 96.51, 88.54, 92.35% respectively. Also, we compared our model performance with similar previous work. Our approach showed slightly better accuracy, and it detected the actual crop better than the previous approach, while it also classified actual non-crop points (e.g. weeds) as crops.

Phylogenetics and Gene Structure Dynamics of Polygalacturonase Genes in Aspergillus and Neurospora crassa

  • Hong, Jin-Sung;Ryu, Ki-Hyun;Kwon, Soon-Jae;Kim, Jin-Won;Kim, Kwang-Soo;Park, Kyong-Cheul
    • The Plant Pathology Journal
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    • 제29권3호
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    • pp.234-241
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    • 2013
  • Polygalacturonase (PG) gene is a typical gene family present in eukaryotes. Forty-nine PGs were mined from the genomes of Neurospora crassa and five Aspergillus species. The PGs were classified into 3 clades such as clade 1 for rhamno-PGs, clade 2 for exo-PGs and clade 3 for exo- and endo-PGs, which were further grouped into 13 sub-clades based on the polypeptide sequence similarity. In gene structure analysis, a total of 124 introns were present in 44 genes and five genes lacked introns to give an average of 2.5 introns per gene. Intron phase distribution was 64.5% for phase 0, 21.8% for phase 1, and 13.7% for phase 2, respectively. The introns varied in their sequences and their lengths ranged from 20 bp to 424 bp with an average of 65.9 bp, which is approximately half the size of introns in other fungal genes. There were 29 homologous intron blocks and 26 of those were sub-clade specific. Intron losses were counted in 18 introns in which no obvious phase preference for intron loss was observed. Eighteen introns were placed at novel positions, which is considerably higher than those of plant PGs. In an evolutionary sense both intron loss and gain must have taken place for shaping the current PGs in these fungi. Together with the small intron size, low conservation of homologous intron blocks and higher number of novel introns, PGs of fungal species seem to have recently undergone highly dynamic evolution.

Insect Repellency and Crop Productivity of Essential Oil Films

  • KIM, Jin Gu;KANG, Seok Gyu;MOSTAFIZ, Md Munir;LEE, Jeong Min;LEE, Kyeong-Yeoll;HWANG, Tae Kyung;LIM, Jin Taeg;KIM, Soo Yeon;LEE, Won Hee
    • Journal of the Korean Wood Science and Technology
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    • 제48권1호
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    • pp.95-106
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    • 2020
  • The purpose of this study was to determine the effects of coniferous essential oils (EOs) blended films on insect repellence and crop productivity. Low-density polyethylene (LDPE) film is widely used, especially in agriculture and for food packaging. Ethylene vinyl acetate was blended with LDPE to reduce volatilization of EOs. An EO from Japanese cypress (Chamaecyparis obtusa) was incorporated into the blend film to conduct field research on antimicrobial and insect repellent properties. Among the various concentrations of EO, the highest concentration (2.5%) showed the highest efficiency in terms of pesticidal activity. The ability to inhibit microbial growth can be explained by the lipophilic properties of the EO component, and many studies have already demonstrated this. Agricultural films containing all types of EO have been tested on various crops such as chili, cucumber, Korean melon and have been able to verify their effectiveness in avoiding pests and increasing yields. From these results, it was found that it is reasonable to use a modified film such as a composite film containing an EO for agriculture. Thus, the modified film containing EO has undoubtedly shown impressive potential for reducing the use of pesticides in a variety of ways, not only for agricultural mulching film but also for food and agricultural product packaging. This product is an environmentally friendly chemical and is safe for agricultural and industrial and food packaging applications, among others. In particular, the use of agricultural films significantly reduces the use of pesticides, suggesting that farmers can increase their incomes by reducing working hours and costs, and increasing production.

주요 잔디류와 화본과 식량 밭작물의 황색마름병원균 및 설부소립균핵병원균에 대한 저항성 평가 (Resistance Evaluation of Several Turfgrass Species and Graminious Crop Species against Rhizoctonia cerealis and Typhula incarnata under Controlled Conditions)

  • 장석원;장태현;양근모;최준수;노용택
    • 아시안잔디학회지
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    • 제24권1호
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    • pp.9-15
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    • 2010
  • 2008~2009 겨울 동안 강원도와 전라북도 소재 골프장에서 분리한 황색마름병원균(Rhizoctonia cerealis Van der Hoeven)과 설부갈색소립균핵병원균(이하 설부병원균)(Typhlua incarnata Lasch ex Fr.)에 대한 화본과 식물과 잔디 종(품종)의 저항성이 실내에서 평가되었다. 분리균주의 병원성 검정결과 대부분의 잔디와 화본과 식물에 병을 일으켰지만 균주간의 병원력 차이도 발견되었다. 황색마름 병균은 잔디의 지제부위를 통해 감염하여 연한 갈색의 원형 반점 증상을 보이다가 진전되면 적색을 띄다가 결국 진한 갈색의 증상으로 나타났다. 설부병 증상은 수침형 반점으로 시작해서 전체 식물체를 갈색으로 고사시켰는데, 대부분 감염부위에서 흰색의 균사체가 식물체와 토양을 뒤덮었고 진전되면 다양한 크기의 갈색과 검은색의 독특한 균핵을 형성하였다. 병 발생은 습실기간이 길어질수록 증가하는 경향이었다. 화본과 작물과 잔디의 종(품종)간에는 병원균의 병원력에 차이도 나타났으며 두 병원균에 대해 양적인 차이를 보였다.

경관작물 구절초의 고랭지 경사지밭 토양유실 경감 효과 (Prevention of Soil Erosion in Sloped Upland of Highland Using Landscape crop Chrysanthemum zawadskii)

  • 김수정;손황배;김율호;홍수영;남정환;이종남;장동칠;서종택
    • 한국자원식물학회:학술대회논문집
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    • 한국자원식물학회 2019년도 춘계학술대회
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    • pp.51-51
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    • 2019
  • 고랭지(해발고도 400m 이상)는 전국 밭 면적의 24.7%을 차지하고 있고 경사도가 15도 이상인 지역이 58.7%인 41,812ha에 달한다. 고랭지 농업은 주로 해발고도가 높은 산지의 경사지에서 이루어지고 있고, 대부분 작물 재배기간이 5월부터 9월까지 약 5개월 정도로 짧아, 나머지 7개월은 토양 피복이 이루어지지 않은 상태로 있어 토양유실 가능성이 높다. 이러한 문제점을 개선하기 위해 본 연구에서 경관성이 높은 구절초를 식재하여 토양유실 저감 효과를 구명하였다. 고랭지 경사도 55도 라이시미터(Lysimeter)에서 가로 1.2m에 세로 1.8m의 규격으로 시험을 수행하였다. 관행구로 나지(Control, TC) 대비 식재 당시 피복정도에 따라, 피복율 40%는 T1, 피복율 70%는 T2로 하여 총 3처리를 두었다. 구절초의 개화기(10월 1일) 피복율을 조사한 결과 대조구인 나지상태는 0%의 피복율인데 이에 반해 구절초 식재 처리구는 57~80%로 경사지 토양을 피복시키는 효과가 가장 높은 경향을 보였다. 경관작물인 구절초를 식재할 경우 나지 TC를 기준으로 유출량이 65~71%, 토양유실이 87~99% 감소되어 강우에 의한 토양유실 경감에 매우 효과적이었다. 또한, 유거수 탁도 저감 효과성이 뛰어났다. 따라서, 고랭지 경사지에 영년생 자원식물 중 경관성이 뛰어난 구절초를 식재함으로서 경사지 토양유실을 경감시킬 수 있고, 부가가치가 높은 고소득작물로 활용 가치가 높다.

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전북 농어촌 지역 마을숲과 해안숲의 비교고찰 (Comparative Review of the Village Groves and Seaside Groves in Chonbuk-Do Province)

    • 한국조경학회지
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    • 제26권2호
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    • pp.133-142
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    • 1998
  • This paper reviews the difference between the selected village groves and seaside groves in Chonbuk-Do province. In Chonbuk-Do province, village groves were principally found in the east mountainous region and seaside groves were found only in the south seaside. The village groves were located in the roadside and village entrance, but seaside groves were located in the front of crop land for the purpose of windbreak. The planting motive of village groves was historical and cultural background, but that of seaside groves was protection of cropland and village from strong wind. The form of village groves was various, but that of seaside groves was linear and rectangular. Both were small scale in comparison with other province. Both were formed on the slopeless land. In ownership, the rate of seaside groes owned by the slf governing body is higher than village groves. Billage groves were almostly owned by village. In vegetatioin structure, both were one class forest composed of only tall tree of upper class. Principal dominent species of seaside groves in upper tree was Pinus thunbergii, but those of village groves were Pinus densiflora, Carpinus tschonoskii, Zelkova serrata etc. Seaside groves were not growing normally in aspect of height and breast diameter of tree in comparison with village groves. The planting density of seaside groves was 3.7 times higher than village groves in Chonbuk-Do province.

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Volatile Flavor Compounds in the Leaves of Fifteen Taxa of Korean Native Chrysanthemum Species

  • Kim, Su Jeong;Ha, Tae Joung;Kim, Jongyun;Nam, Jung Hwan;Yoo, Dong Lim;Suh, Jong Taek;Kim, Ki Sun
    • 원예과학기술지
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    • 제32권4호
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    • pp.558-570
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    • 2014
  • This study was conducted to compare the volatile flavor compounds found in the leaves of 15 taxa of Korean native Chrysanthemum species. The volatile flavor compounds from the taxa were collected using a simultaneous steam distillation and extraction technique and were analyzed using gas chromatography/mass selective detector (GC/MSD). A total of 45 volatile flavor compounds were identified with six functional groups: 14 alcohols, 4 ketones, 19 hydrocarbons, 5 esters, 2 acids, and 1 aldehyde. The main functional group in 15 taxa of Chrysanthemum species was alcohols, accounting for 28.7% of volatile flavor compounds, followed by ketones (21.2%) and hydrocarbons (13.2%). Camphor, which is known for its antimicrobial properties, was the most abundant volatile compound (30%) in C. zawadskii ssp. latilobum and var. leiophyllum. In particular, C. indicum subspecies and C. boreale contained ${\alpha}$-thujone, which has outstanding anti-bacterial, anti-cancer, anti-inflammatory, anti-ulcer, and anti-diabetic efficacies. C. indicum var. albescens could be used in perfumes, since it showed 21 times more camphene than C. indicum. In addition, C. indicum var. acuta contained a fairly high content of 1,8-cineole, which has an inhibitory effect on mutagenesis. C. lineare contained only pentadecanoic acid compounds, whereas other taxa hexadecanoic acids. Overall, the Korean native Chrysanthemum species had considerable variation in volatile flavor compounds in their leaves. This study provides a good indication of specific potential use for various applications.

북한산국립공원의 현존식생분포 및 관리 (Distribution of Actual Vegetation and Management of Bukhansan National Park)

  • 오구균;김도균;김철의
    • 한국환경생태학회지
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    • 제22권2호
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    • pp.83-97
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    • 2008
  • 북한산국립공원의 현존식생 및 녹지자연도와 외래식물 분포실태를 2007년에 조사하였다. 북한산국립공원의 현존식생은 총 8개의 식물군락과 기타 지역으로 구분 되었으며, 자연림은 신갈나무군락, 신갈나무소나무군락, 낙엽활엽수림 등 5개 식물군락으로, 조림지는 잣나무림, 리기다소나무림, 아까시나무림 등 3개 산림유형으로 구분되었다. 북한산국립공원의 녹지자연도에서 가장 넓게 분포한 것은 8등급 지역이 약 92.8%였다. 북한산국립공원안에 식재된 수목류는 총 71과 212종류이었고 이 중 자생종은 37과 67종류(31.6%), 외래종은 58과 145종류(68.4%)이었다. 북한산국립공원의 자연환경 회복, 자생식물의 다양성 유지와 자연경관을 향상시키기 위해서는 외래수종에 대한 관리가 필요하다.