• Title/Summary/Keyword: area type classification

Search Result 497, Processing Time 0.025 seconds

COMPOUNDED METHOD FOR LAND COVERING CLASSIFICATION BASED ON MULTI-RESOLUTION SATELLITE DATA

  • HE WENJU;QIN HUA;SUN WEIDONG
    • Proceedings of the KSRS Conference
    • /
    • 2005.10a
    • /
    • pp.116-119
    • /
    • 2005
  • As to the synthetical estimation of land covering parameters or the compounded land covering classification for multi-resolution satellite data, former researches mainly adopted linear or nonlinear regression models to describe the regression relationship of land covering parameters caused by the degradation of spatial resolution, in order to improve the retrieval accuracy of global land covering parameters based on 1;he lower resolution satellite data. However, these methods can't authentically represent the complementary characteristics of spatial resolutions among different satellite data at arithmetic level. To resolve the problem above, a new compounded land covering classification method at arithmetic level for multi-resolution satellite data is proposed in this .paper. Firstly, on the basis of unsupervised clustering analysis of the higher resolution satellite data, the likelihood distribution scatterplot of each cover type is obtained according to multiple-to-single spatial correspondence between the higher and lower resolution satellite data in some local test regions, then Parzen window approach is adopted to derive the real likelihood functions from the scatterplots, and finally the likelihood functions are extended from the local test regions to the full covering area of the lower resolution satellite data and the global covering area of the lower resolution satellite is classified under the maximum likelihood rule. Some experimental results indicate that this proposed compounded method can improve the classification accuracy of large-scale lower resolution satellite data with the support of some local-area higher resolution satellite data.

  • PDF

A Study of Morphometric Characteristics and Mountain Classification in Korean Mountainses (우리나라 산지의 형태적 특성과 산지분류에 관한 연구)

  • Tak, Han Myeong;Park, Sun-Yurp
    • Journal of The Geomorphological Association of Korea
    • /
    • v.24 no.1
    • /
    • pp.63-76
    • /
    • 2017
  • This research was classified mountain areas with high ecological, environmental and resource value among the macro scaled terrain that can be checked at the space scale of less than 1:1,000,000 and analyzed the topographical characteristics. It has been confirmed that the mountains of the Korean peninsula belong to the groups IV, V, VI(classification by Kapos et al.(2000)) as a result of applying the quantitative standards for designation of mountain areas to the global mountain system. The area of mountains calculated using high resolution DEM is equivalent to 48% of the area of the Korean peninsula, and the result is quite different from the general idea of which 70% is the mountain area of the Korean peninsula. The mountain areas show the distribution of geomorphons, that is different from the plains and the hills and also, it shows the differences between the mountains of the groups IV~ VI classified according to the altitude. As a result of analyzing the relations among type pattern, slope, and relief, specific geomorphons are concentrated at $10^{\circ}$ and $20^{\circ}$ and it shows the possibility to classify the mountainous areas into two groups based on the result that the distribution of landform patterns are bimodal in the relation to the amount of relief.

Vegetation Classification in Natural Swamp Area Using LANDSAT MSS (LANDSAT MSS 영상에 의한 자연 소택지의 식생분류)

  • 지광훈;강필종;조명희
    • Korean Journal of Remote Sensing
    • /
    • v.2 no.1
    • /
    • pp.13-21
    • /
    • 1986
  • The study was emphasized on the applicability of Landsat data for vegetation classification of touch as small natural swamp areas Yujeon natural swamp in Haman-gun through image processing system. The image processing technique which was applied is maximum likelihood method. The classified types on the Landsat image are water, nelumbo, grass, agricultural field and conifer. The computer processed classification was compared the existed data for evaluating the result, but there are some difficulties on the exact comparison between them because of discordance of the temporal resolution. The result, anyhow, is quite remarkable that Landsat MSS data can be used for the quantitative estimates of vegetation type classification in such small area.

An Empirical Study on Discrimination of Image Algorithm for Improving the Accuracy of Forest Type Classification -Case of Gyeongju Area Using KOMPSAT-MSC Image Data- (임상 분류 정확도 향상을 위한 영상 알고리즘 변별력 실증 연구 -KOMPSAT-MSC를 이용한 경주지역을 대상으로-)

  • Jo, Yun-Won;Kim, Sung-Jae;Jo, Myung-Hee
    • Journal of Korean Society for Geospatial Information Science
    • /
    • v.17 no.2
    • /
    • pp.55-60
    • /
    • 2009
  • By applying NDVI(Normalized Difference Vegetation Index) and TCT(Tasseled-Cap Transformation) image algorithm on the basis of KOMSAP-2 MSC(Multi Spectral Camera) image(Jun. 12, 2007) for Naenam-myeon, Gyeongju city in this study, DN distribution map was drawn up. Discrimination analysis of image algorithm for the accuracy improvement of forest type classification was conducted through the comparative analysis between the distribution maps of NDVI and TCT DN, and forest field surveying data, and finally, the accuracy of the forest type classification was verified through the overlay analysis with the forest field surveying data. Through this study, it is thought that low cost and high efficiency will be able to be expected in the process of the examination for the automation practicality of the forest type classification and of the production of the accurate forest type classification map by using KOMPSAT-2 MSC image.

  • PDF

Rock Type Classification by Multi-band TIR of ASTER

  • Watanabe, Hiroshi;Matsuo, Kazuaki
    • Proceedings of the KSRS Conference
    • /
    • 2003.11a
    • /
    • pp.1445-1456
    • /
    • 2003
  • The ASTER TIR (thermal infrared radiometer) sensor has 5 spectral bands over 8 to 12 ${\mu}$m region. Rock type classification using the ASTER TIR nighttime data was performed in the Erta Ale range of the Ethiopian Rift Valley. Erta Ale range is the most important axial volcanic chain of the Afar region. The petrographic diversity of lava erupted in this area is very important, ranging from magnesian transitional basalt to rhyolites. We tried to classify the rock types based on the spectral behavior of each volcanic rock types in thermal infrared range and estimated SiO$_{2}$ content with emission data by the ASTER TIR.

  • PDF

Technical Trend of Mobile Robot According to Kinematic Classification (이동형 로봇의 기구학적 분류에 따른 기술동향)

  • Jeong, Chan Se;Park, Kyoung Taik;Yang, Soon Yong
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.19 no.11
    • /
    • pp.1043-1047
    • /
    • 2013
  • Smart mobile robot is a kind of Intelligent Robot. It means that operates manipulate autonomously and recognize the external environment. Smart mobile robot moving mechanism has many type and the type depend on the robot shape or purpose. Recently, research on the moving mechanism has been actively in many area. The moving mechanism divided to wheel type, crawler type, walking type, other type and the moving type choose by the kind of robot or the purpose robot. In this paper, describe the kind of moving mechanism on the smart mobile robot and the technical trend of moving mechanism of smart mobile robot.

A Study on the actual condition of Housing Buildings in the Urban area (도시지역 주거관련 건축물의 사용실태에 관한 연구)

  • Kim, Sung-Hwa;Lee, Jae-Hoon;Kim, Yeung-Bean
    • Proceeding of Spring/Autumn Annual Conference of KHA
    • /
    • 2005.11a
    • /
    • pp.57-61
    • /
    • 2005
  • The objectives of this study are to illustrate an alternative housing type responding to the social requirements and customers' needs, to suggest the improvement plan for the related laws and regulations through survey of the actual condition for housing buildings such multi have been raised in classification due to that the existing law systems including the current use classification of residential buildings have been defined unclearly. Especially, various social problems have yielded in line with emergence of the housing type which is not legally classified as residential however used for the living purpose practically. Current zoning planning and related law system have rigidity. So, It is required to introduce a flexible classification system which protects the residential environment based on the housing purpose, function and habitability and provides correspondence between residence and ownership/management method. The legal classification system should be revised in a way that the housing use classification corresponds with the zoning system through breakdown of the use classification system

  • PDF

A Study on Green Space Management Planning Considering Urban Thermal Environment (도시 열환경을 고려한 녹지관리방안 수립 연구)

  • Joo, Chang-Hun;Kim, Jeong-Ho;Yoon, Yong-Han
    • Journal of Environmental Science International
    • /
    • v.23 no.7
    • /
    • pp.1349-1358
    • /
    • 2014
  • This study suggests plan of green space management based on the result of research apprehending the characteristic through sorting types of city thermal environment targeting summer which thermal pollution is the most serious. Considering anthropogenic heat, development level of wind road, thermal environment, as a result of types of thermal environment process, it is appeared 36 types, and 10 types is relevant of this research subject. Type I-1, size of building is large, artificial covering area is wide, and thermal load of anthropogenic heat is high, type II-1, development condition of wind road is incomplete as IIlevel, entering cold air is difficult and thermal management and improvement is needed area. Type III-1, scale is large and it is area of origin of cold air, development level of wind road is mostly favorable, type III-2 is revealed as smaller scale than III-1, and small area of origin of cold air. Type IV, anthropogenic heat is $81{\sim}150W/m^2$, average, but development function of wind road is very favorable. Type V, large area of thermal load and the origin of cold air are distributed as similar ratio, and level of development function of wind road is revealed as II level. According to standard of type classification of thermal environment, as a result of suggesting plan of green space management and biotops area ratio, type I-1 is buffer green space and waterway creation, goal biotops area ratio 35%, type II-1 afforestation in site and goal biotops area ratio 40%, type III-1, preservation plan to display the current function continuously is requested. Type IV suggests afforestation of stream current, and type V suggests quantitative increase of green space and goal biotops area ratio 45%.

Classifying Types of Local Governments for Urban Policies in the Metropolitan Era (대도시권 시대의 도시정책을 위한 기초지자체 유형 구분)

  • Kim, Geunyoung
    • Journal of Urban Science
    • /
    • v.9 no.2
    • /
    • pp.21-30
    • /
    • 2020
  • The purpose of this study is to present a plan to distinguish 229 local governments nationwide by taking into account various characteristics such as population, employment, housing, and industry of the region for customized urban policies in the era of metropolitan areas. The National Statistical Portal (KOSIS) collected and standardized data related to population, housing, industry, and finance by region from 2000 to 2015 for the classification of regional types necessary for customized urban policies, and this was used to classify them into regional types that considered population, employment, housing and industry. The summary of the analysis results is as follows. First, as a result of the regional type classification, 10 key employment sites (4.4%), 5 employment centers (2.2%), 38 residential centers (16.6%), 20 growth areas (8.7%), 26 industrial cities (11.4%), 35 low-fertile farming and fishing villages (15.3%) and 95 stagnant areas (41.5%). Second, the Seoul metropolitan area is the most diverse type of metropolitan area in the country, with most of its core employment sites inside Seoul, residential centers inside and outside Seoul, and growth areas in the southeastern part of the country (Busan, Ulsan, and Gyeongsangnam-do) are mixed with industrial and growth areas centered around Busan, Ulsan and surrounding areas, while the rest of the local governments are found to be low-fertile farming villages or stagnant areas. Daegu (Daegu, Gyeongbuk) is an industrial city in Daegu, and the rest of the local governments are either low-density farming and fishing villages or stagnant areas. The Honam region (Gwangju and Jeolla) was found to be a low-mill farming and fishing village or stagnant area except for Gwangju, while the Chungcheong region (Daejeon, Sejong, and Chungcheong) was seen as a growth area with areas adjacent to Daejeon, Sejong, and the Seoul metropolitan area, and some industrial cities were included. Finally, the Gangwon area was mostly classified as low-density farming and fishing villages and stagnant areas.

Studies on the Classification, Productivity and Distribution of $C_3, C_4$and CAM Plants in Vegetations of Korea $1.C_3 and C_4 $ Type plants (한국의 식생에 있어서 $C_3, C_4$ 및 CAM 식물의 분류, 생산력 및 분포에 관한 연구 $1.C_3 형과 C_4$ 형 식물)

  • Chang, Nam-Kee;Sung-Kyu Lee
    • The Korean Journal of Ecology
    • /
    • v.6 no.1
    • /
    • pp.62-69
    • /
    • 1983
  • The result of the study on the classification of $C_3 and C_4$ type plans in Korea is as follows. Seven families and 92 species of $C_4$ type plants(Table 1) were contained among the the herbaceous plants naturally growin in Korea. Most of $C_4$ type plants were Gramineae of mononcotyledons, and the $C_4$ type plants of dicotyledons were weeds in cultivating area, tidal halophtes, and horticultural plants.

  • PDF