• Title/Summary/Keyword: GIS method

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Land Cover Classification of a Wide Area through Multi-Scene Landsat Processing (다량의 Landsat 위성영상 처리를 통한 광역 토지피복분류)

  • 박성미;임정호;사공호상
    • Korean Journal of Remote Sensing
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    • v.17 no.3
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    • pp.189-197
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    • 2001
  • Generally, remote sensing is useful to obtain the quantitative and qualitative information of a wide area. For monitoring earth resources and environment, land cover classification of remotely sensed data are needed over increasingly larger area. The objective this study is to propose the process for land cover classification method over a wide area using multi-scene satellite data. Land cover of Korean peninsula was extracted from a Landsat TM and ETM+ mosaic created from 23 scenes at 100-meter resolution. Well-known techniques that used to general image processing and classification are applied to this wide area classification. It is expected that these process is very useful to promptly and efficiently grasp of small scale spatial information such as national territorial information.

Evaluation of Meymeh Aquifer vulnerability to nitrate pollution by GIS and statistical methods

  • Tabatabaei, Javad;Gorji, Leila
    • Membrane and Water Treatment
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    • v.10 no.4
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    • pp.313-320
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    • 2019
  • Increasing the concentration of nitrate ions in the soil solution and then leaching it to underground aquifers increases the concentration of nitrate in the water, and can cause many health and ecological problems. This study was conducted to evaluate the vulnerability of Meymeh aquifer to nitrate pollution. In this research, sampling of 10 wells was performed according to standard sampling principles and analyzed in the laboratory by spectrophotometric method, then; the nitrate concentration zonation map was drawn by using intermediate models. In the drastic model, the effective parameters for assessing the vulnerability of groundwater aquifers, including the depth of ground water, pure feeding, aquifer environment, soil type, topography slope, non-saturated area and hydraulic conductivity. Which were prepared in the form of seven layers in the ARC GIS software, and by weighting and ranking and integrating these seven layers, the final map of groundwater vulnerability to contamination was prepared. Drastic index estimated for the region between 75-128. For verification of the model, nitrate concentration data in groundwater of the region were used, which showed a relative correlation between the concentration of nitrate and the prepared version of the model. A combination of two vulnerability map and nitrate concentration zonation was provided a qualitative aquifer classification map. According to this map, most of the study areas are within safe and low risk, and only a small portion of the Meymeh Aquifer, which has a nitrate concentration of more than 50 mg / L in groundwater, is classified in a hazardous area.

Dynamic Thermal Rating of Overhead Transmission Lines Based on GRAPES Numerical Weather Forecast

  • Yan, Hongbo;Wang, Yanling;Zhou, Xiaofeng;Liang, Likai;Yin, Zhijun;Wang, Wei
    • Journal of Information Processing Systems
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    • v.15 no.4
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    • pp.724-736
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    • 2019
  • Dynamic thermal rating technology can effectively improve the thermal load capacity of transmission lines. However, its availability is limited by the quantity and high cost of the hardware facilities. This paper proposes a new dynamic thermal rating technology based on global/regional assimilation and prediction system (GRAPES) and geographic information system (GIS). The paper will also explore the method of obtaining any point meteorological data along the transmission line by using GRAPES and GIS, and provide the strategy of extracting and decoding meteorological data. In this paper, the accuracy of numerical weather prediction was verified from the perspective of time and space. Also, the 750-kV transmission line in Shaanxi Province is considered as an example to analyze. The results of the study indicate that dynamic thermal rating based on GRAPES and GIS can fully excavate the line power potential without additional cost on hardware, which saves a lot of investment.

Resource Sharing Method to Reduce Duplicate Operation Cost of Multiple Spatial Aggregates in u-GIS Environment (u-GIS 환경에서 다중 공간 집계 질의의 중복연산 비용을 감소시키기 위한 자원공유 기법)

  • Seo, Min-ho;Kim, Sang-Ki;Baek, Sung-Ha;Li, Yan;Lee, Dong-Wook;Bae, Hae-Young
    • Annual Conference of KIPS
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    • 2009.04a
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    • pp.344-347
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    • 2009
  • 데이터 스트림을 처리하기 위한 연속집계질의 수행 시 중복연산 및 메모리의 절약을 위하여 큐를 공유하는 자원공유기법이 연구되었다. 기존의 자원공유 기법들은 질의의 프리디킷이 일치할 때만 처리하기 때문에, 질의의 프리디킷이 차이가 나는 경우가 많은 다중공간 집계질의가 자주 요청되는 u-GIS 환경에서 효율적으로 중복영역을 처리할 수 있는 자원공유 기법이 요구된다. 본 논문에서는 공간영역을 효율적으로 그룹화하는 R-tree 의 특징을 이용하여 질의간의 중복영역을 그룹화하고 중복영역의 자원을 패인(Pane)구조를 이용하여 공유한다. 노드 수에 제한이 없고 레벨을 1로 하는 R-tree 로 유사한 위치의 질의들을 그룹화 한 후, 그 질의들의 영역이 겹쳐지는 부분을 패인을 이용해 집계 값을 공유하여 중복계산을 피하는 방법이다. 제안 기법은 공간 집계질의를 처리할 수 있고, 기존의 계층구조의 자원공유 기법을 사용할 때에 비해 자원을 적게 사용하고 질의 처리 시간을 단축시켰다. 성능평가를 통하여 제안기법이 메모리 사용량을 감소시키는 것을 보였으며, 질의 처리 속도가 증가하였다.

Comparative Evaluation of Interpolation Accuracy for $CO_2$ Emission using GIS (GIS를 활용한 이산화탄소 농도 보간 정확도 비교평가)

  • Kim, Jun-Hyun;Choi, Jin-Ho;Kim, Chung-Sil
    • Journal of Environmental Impact Assessment
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    • v.19 no.6
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    • pp.647-656
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    • 2010
  • As the $CO_2$ from buildings take up approximately 25% of the total $CO_2$ emission, the need for regulating and managing this emission is urgently required. Thus this study recognizes $CO_2$ emission status for diverse purposes and suggests accurate interpolation method for visualizing $CO_2$ emission as the basic data for regulating and managing $CO_2$ emission by applying IDW, Spline, and Kringing method. Results showed that Gaussian Function application among the Kriging methods had the highest accuracy in its estimations, with 3.049 with RMSE standards. This could be used as the basic data when visualizing $CO_2$ emission status, which is a necessity for many local and federal governments that are to regulate and manage $CO_2$ emission. This study shows that the interpolation is very appropriative method in recognizing $CO_2$ emission characteristics for regional climate change measures.

Land Suitability Analysis using GIS and Satellite Imagery

  • Yoo, Hwan-Hee;Kim, Seong-Sam;Ochirbae, Sukhee;Cho, Eun-Rae;Park, Hong-Gi
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.25 no.6_1
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    • pp.499-505
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    • 2007
  • A method of improving the correctness and confidence in land use classification as well as urban spatial structure analysis of local governments using GIS and satellite imagery is suggested. This study also compares and analyzes LSAS (Land Suitability Assessment System) results using two approaches-LSAS with priority classification, and LSAS using standard estimation factors without priority classification. The conclusions that can be drawn from this study are as follows. First, a method of maintaining up-to-date local government data by updating the LSAS database using high-resolution satellite imagery is suggested. Second, to formulate a scientific and reasonable land use plan from the viewpoint of territory development and urban management, a method of simultaneously processing the two described approaches is suggested. Finally, LSAS was constructed by using varieties of land information such as the cadastral map, the digital topographic map, varieties of thematic maps, and official land price data, and expects to utilize urban management plan establishment widely and effectively through regular data updating and problem resolution of data accuracy.

A Study on Evaluation Method of Stream Naturalness for Ecological Restoration of Stream Corridors (우리나라 중소하천 코리도의 자연성 평가기법 연구)

  • 조용현
    • Journal of the Korean Institute of Landscape Architecture
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    • v.25 no.2
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    • pp.73-81
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    • 1997
  • The main purpose of this study was to develop a new method for evaluation of stream naturalness in order to appraise and prescribe for streams effectively in the process of ecological restoration of stream corridors. The results are as follows : 1) For this purpose six factors were selected on considering the spatial axes of stream corridor variation and total 20 descriptors about the physical structure were selected. 2) The calculation of S.N.I. for each segment was consisted of three steps, such as calculation of S.N.I.s of the individual descriptors, averaging all the descriptors's for each factor, and finally averaging the factors's for the Total S.N.I. 3) The evaluation unit was decided to be 100m size. The score system ranging 1~5 was adopted. Weighting parameters of factors were unified with each other. 4) A GIS model was adopted for classification, calculation, querying, analysing, and presenting S.N.I. information. And the format of S.N.I. maps including statistical graphs and other spatial watershed information was designed for the GIS odel. The naturalness of stream corridor was was investigated by the naturalness of habitat, and assessed by the descriptors focused on physical structure, therefore the S.N.I. can manifest prescriptions for restoration of the stream corridor. On the other hand because some evaluation factors such as water quality, water volume, fauna, flora, functions of stream exosystem has been excluded, S.N.I. could have some limits on representing the full aspects of stream naturalness. This evaluation method is hypothetical one, so it would be investigated through iterative applicatons.

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A Study on Space Allocation Method and Calculation of GHGs Emissions in the Port (항만의 온실가스 배출량 산정 및 공간할당 방법에 관한 연구)

  • Choi, Sang Jin;Kim, Joung Hwa;Son, Ji Hwan;Hong, Hyun Su;Han, Yong hee;Kim, Jeong Soo;Cho, Kyeong Doo
    • Journal of Climate Change Research
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    • v.7 no.3
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    • pp.289-297
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    • 2016
  • In this study, we researched the emission source category and it was calculated emissions estimates from existing research or literature review related to port. In addition, we have created the basis for a policy that can reduce greenhouse gas emissions calculation based on the results of the harbor. Greenhouse gas emissions estimation results, we proposed a method for allocating the GIS space. In this study, we confirmed based on the calculated greenhouse gas emissions by sources resulting in the GIS Map Port result of the expression construct for space allocation. Based on these results, it tries to provide the basic data that can be used when you want to create a local government measures to reduce scenario in the future.

Assessment of geological hazards in landslide risk using the analysis process method

  • Peixi Guo;Seyyed Behnam Beheshti;Maryam Shokravi;Amir Behshad
    • Steel and Composite Structures
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    • v.47 no.4
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    • pp.451-454
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    • 2023
  • Landslides are one of the natural disasters that cause a lot of financial and human losses every year It will be all over the world. China, especially. The Mainland China can be divided into 12 zones, including 4 high susceptibility zones, 7 medium susceptibility zones and 1 low susceptibility zone, according to landslide proneness. Climate and physiography are always at risk of landslides. The purpose of this research is to prepare a landslide hazard map using the Hierarchical Analysis Process method. In the GIS environment, it is in a part of China watershed. In order to prepare a landslide hazard map, first with Field studies, a distribution map of landslides in the area and then a map of factors affecting landslides were prepared. In the next stage, the factors are prioritized using expert opinion and hierarchical analysis process and nine factors including height, slope, slope direction, geological units, land use, distance from Waterway, distance from the road, distance from the fault and rainfall map were selected as effective factors. Then Landslide risk zoning in the region was done using the hierarchical analysis process model. The results showed that the three factors of geological units, distance from the road and slope are the most important have had an effect on the occurrence of landslides in the region, while the two factors of fault and rainfall have the least effect The landslide occurred in the region.

Evaluation of GIS-based Soil Loss Amount in Considering Basin Characteristics (유역특성을 고려한 GIS 기반 토양침식량 평가)

  • Guak Dong-Wook;Cho Gi-Sung
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.24 no.1
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    • pp.89-97
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    • 2006
  • Soil erosion has caused serious environmental problems which threaten the foundation of natural resources. In this paper, we chose RUSLE erosion model, which could be connected easily with GSIS and available generally in mid-scale watershed among soil erosion models, and extracted factors entered model by using GSIS spatial analysis method. First, this study used GIS database as soil map, DEM, land cover map and rainfall data of typhoon Memi (2003) to analyze soil loss amount of Dam basin. To analyze the changes of soil loss in considering basin characteristics as up-, mid- and downstream, this study calculated soil erodibility factor (K), topographic factors (LS), and cover management factor (C). As a result of analysis, K and LS factors of upstream showed much higher than those of downstream because of the high ratio of forest. But C factor of downstream showed much higher than that of upstream because of the high ratio of agricultural area. As a result of analysis of soil loss, unit soil loss of upstream is 4.3 times than soil loss of downstream. Therefore, the establishment of countermeasures for upstream is more efficient to reduce soil loss.