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INVESTIGATING LAND SURFACE TEMPERATURE CHANGES USING LANDSAT-5 DATA AND REAL-TIME INFRARED THERMOMETER MEASUREMENTS AT KONYA CLOSED BASIN IN TURKEY 利用LANDSAT-5数据和实时红外温度计测量土耳其科尼亚封闭盆地地表温度变化
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2019-02-01 DOI: 10.26833/IJEG.417151
S. Ekercin, O. Orhan, Filiz Dadaser‐Celik
The main purpose of this paper is to investigate multi-temporal land surface temperature (LST) changes of Konya Closed Basin (KCB) in Turkey using remotely sensed data. KCB is located in the semi-arid central Anatolian region of Turkey and hosts many important wetland sites including Salt Lake. Six Landsat-5 TM images selected from the 1984-2011 period were used in the analysis. A real-time field work was performed during the overpass of Landsat-5 satellite on 21/08/2011 over Salt Lake to collect coordinated temperature measurements using a handheld GPS and thermal infrared thermometer. All satellite images were geometrically and radiometrically corrected to relate the image data with in-situ measurements. Thematic LST images were used to evaluate the conditions over the region between 1984 and 2011. The results show that real-time ground temperature and satellite remote sensing data were in good agreement with correlation coefficient (R2) values of 0.94. The remotely sensed and treated satellite images and resulting thematic indices maps show that dramatic land surface temperature changes occurred (about 2°C) in the KCB from 1984 to 2011. Analysis of climatic data supports this finding. Air temperatures and pan evaporation had significant upward trends from 1984 to 2011. Analysis conducted using both LST and climatic data prove that the basin has been experiencing drought in recent years. It is suggested that the use of water supplies, especially ground water should be controlled taking into account particularly summer drought impacts over the basin.
本文的主要目的是利用遥感数据研究土耳其科尼亚封闭盆地(KCB)的地表温度(LST)的多时相变化。KCB位于土耳其安纳托利亚中部半干旱地区,拥有包括盐湖在内的许多重要湿地。分析中使用了1984-2011年期间的6幅陆地卫星5号TM图像。2011年8月21日,在陆地卫星5号卫星飞越盐湖期间进行了实时实地工作,使用手持GPS和热红外温度计收集协调的温度测量值。对所有卫星图像进行了几何和辐射测量校正,以将图像数据与现场测量结果联系起来。专题LST图像用于评估1984年至2011年间该地区的情况。结果表明,实时地面温度和卫星遥感数据符合良好,相关系数R2值为0.94。遥感和处理的卫星图像以及由此产生的专题指数图显示,1984年至2011年,KCB发生了剧烈的地表温度变化(约2°C)。对气候数据的分析支持了这一发现。1984年至2011年,气温和锅体蒸发量呈显著上升趋势。利用LST和气候数据进行的分析证明,该流域近年来一直在经历干旱。建议控制供水,特别是地下水的使用,特别要考虑到夏季干旱对流域的影响。
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引用次数: 20
ANN APPROACH FOR ESTIMATION OF COW WEIGHT DEPENDING ON PHOTOGRAMMETRIC BODY DIMENSIONS 基于摄影测量身体尺寸估计奶牛体重的一种方法
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2019-02-01 DOI: 10.26833/IJEG.427531
Sakir Tasdemir, I. Ozkan
In this study, it was aimed to determine the body measurement of Holstein cows through Photogrammetry method and to estimate live weight (LW) by means of artificial neural network (ANN) using the body measurements. For this purpose, a camera shooting environment was formed in a dairy cattle farm where a large number of cows were kept. Firstly, digital photos of each animal were synchronously taken from different directions with Canon EOS400D photo taking units. At the same time, body dimensions, wither height (WH), hip height (HH), body length (BL), hip width (HW) of cows were manually measured using laser meter and measuring stick. LWs of cows were weighed by a weighing scale and the data was automatically saved on a computer. In the second stage, these photos were analyzed by the Image Analysis (IA) software developed in Delphi programming language and body measurements were computed. Manually measured values were very close to IA results. Finally, ANN system was developed by using these body measurements. This system was developed by using Matlab software. Weights which were estimated with the developed knowledge-based system and weighed by the platform scale were compared. The correlation coefficient was calculated (r=0.99). Consequently, there was a statistically meaningful relationship between the compared data. The developed system can be used confidently and the system on which experiments were performed can successfully be modeled.
本研究旨在通过摄影测量法确定荷斯坦奶牛的体重,并利用这些体重通过人工神经网络(ANN)估计活重。为此,在饲养大量奶牛的奶牛场中形成了一个摄像头拍摄环境。首先,用佳能EOS400D相机从不同方向同步拍摄每只动物的数码照片。同时,用激光测量仪和测量棒对奶牛的体型、枯萎高度(WH)、臀高(HH)、体长(BL)、臀宽(HW)进行了人工测量。奶牛的LW用磅秤称重,数据自动保存在计算机上。在第二阶段,使用Delphi编程语言开发的图像分析软件对这些照片进行分析,并计算出身体测量值。人工测量值与IA结果非常接近。最后,利用这些人体测量结果开发了人工神经网络系统。该系统是用Matlab软件开发的。比较了用开发的基于知识的系统估计的重量和用平台秤称重的重量。计算出相关系数(r=0.99)。因此,比较数据之间存在统计学上有意义的关系。所开发的系统可以放心地使用,并且可以成功地对进行实验的系统进行建模。
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引用次数: 15
AIRBORNE LIDAR DATA CLASSIFICATION IN COMPLEX URBAN AREA USING RANDOM FOREST: A CASE STUDY OF BERGAMA, TURKEY 基于随机森林的复杂城区机载激光雷达数据分类&以土耳其贝加马为例
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2019-02-01 DOI: 10.26833/ijeg.440828
Sibel Canaz Sevgen
Airborne Light Detection and Ranging (LiDAR) data have been increasingly used for classification of urban areas in the last decades. Classification of urban areas is especially crucial to separate the area into classes for urban planning, mapping, and change detection monitoring purposes. In this study, an airborne LiDAR data of a complex urban area from Bergama District, Izmir, Turkey were classified in four classes; buildings, trees, asphalt road, and ground. Random Forest (RF) supervised classification method is selected as classification algorithm, and pixel wise classification was performed. Ground truth of the area was generated by digitizing classes into features to select training data and to validate the results.  The selected study area from Bergama district is complex in urban planning of buildings, road, and ground. The building are embedded and very close to each other, while trees are very close to buildings and sometimes cover the rooftops of buildings. The most challenge part of this study is to generate ground truth in such a complex area. According to obtained classification results, overall accuracy of the results is found as %70,20. The experimental results showed that the algorithm promises reliable results to classify airborne LiDAR data into classes in a complex urban area.
在过去的几十年里,机载光探测和测距(LiDAR)数据越来越多地用于城市区域的分类。城市区域的分类对于将该区域划分为用于城市规划、地图绘制和变化检测监测目的的类别尤为重要。在这项研究中,土耳其伊兹密尔Bergama区一个复杂城市区域的机载激光雷达数据被分为四类;建筑物、树木、柏油路和地面。选择随机森林(RF)监督分类方法作为分类算法,并进行逐像素分类。该区域的地面实况是通过将类数字化为特征来生成的,以选择训练数据并验证结果。Bergama区选定的研究区域在建筑、道路和地面的城市规划方面很复杂。建筑是嵌入式的,彼此非常靠近,而树木离建筑物非常近,有时会覆盖建筑物的屋顶。这项研究最具挑战性的部分是在这样一个复杂的领域产生地面实况。根据所获得的分类结果,结果的总体准确度为%70,20。实验结果表明,该算法有望在复杂的城市地区对机载激光雷达数据进行分类。
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引用次数: 22
EDUCATION FOR REAL ESTATE VALUATION IN TURKEY 土耳其房地产估价教育
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2019-02-01 DOI: 10.26833/ijeg.416336
M. Ertaş
In scientific terms, the real estate valuation is first started in Spain (to recover Castilian treasure from the bad condition) on 10 th October 1749 in the world. Later, the "value" concept came to agenda to cadastral legislation of all European countries. For this reason the "value" issue was added cadastral legislation to France in 1808, Germany in 1872 and Holland in 1810. The first study based on the cadastral valuation in the Ottoman Empire mentioned in the Cadastre Law dated on 5th February 1912, but has dealt with the technical and legal aspects of the cadastre without taking of valuation into account. After the Republic of Turkey founded, although some of the Cadastre Laws (10 th April 1924, 22 nd April 1925, 15 th December 1934, 15 th March 1950, 21 st June1987 and 22 nd February 2005) include the term ”valuation” again only the technical and legal aspects were used since they are not exactly evaluative. The first scientific studies on the valuation in Turkey was started to at Yildiz Technical University on graduate training and undergraduate training with the course called Land Valuation in 1978 and Real Estate Valuation in 1988. The studies remained at the academic level. Within the Customs Union agreement in 1 st January 1996 between Turkey and European Union, a great deal of foreign capital is started to enter into our country. Since there is no reliable, real time and correct records of the real estate values, some of the foreign capital owners were hesitated to enter our country. As a result, the need for the “honest people who can make valuations according to the scientific criteria” became obvious. Because of the applications of the foreign capital owners to the Turkish Government, the authorization of making licensing exams was given to the Capital Markets Board in order to find out the required valuers for the country. The need is partly satisfied by the licensing exams. However the necessity and importance of the valuation training in Turkey is started with these licensing exams. Today, valuation training is given at many universities (in associate, undergraduate and postgraduate degrees) in our country. The subject of this paper is on the quality and content of the training given in our country.
用科学的术语来说,房地产估价于1749年10月10日在西班牙首次开始(以从恶劣的条件下恢复卡斯蒂利亚宝藏)。后来,“价值”概念被提上了欧洲各国地籍立法的议事日程。出于这个原因,1808年法国、1872年德国和1810年荷兰的地籍立法增加了“价值”问题。第一项基于奥斯曼帝国地籍估价的研究在1912年2月5日的地籍法中提到,但在没有考虑估价的情况下处理了地籍的技术和法律方面。土耳其共和国成立后,尽管一些地籍法(1924年4月10日、1925年4月22日、1934年12月15日、1950年3月15日,1987年6月21日和2005年2月22日)再次包含了“估价”一词,但仅使用了技术和法律方面的内容,因为这些内容并不完全是评估性的。1978年,伊尔迪兹技术大学开设了名为“土地估价”的课程,1988年开设了房地产估价课程,开始了对土耳其估价的第一次科学研究。这些研究仍然停留在学术水平。根据土耳其与欧盟于1996年1月1日达成的关税同盟协议,大量外国资本开始进入我国。由于没有可靠、实时和正确的房地产价值记录,一些外资所有者对进入我国犹豫不决。因此,对“能够根据科学标准进行估值的诚实人”的需求变得显而易见。由于外国资本所有者向土耳其政府提出申请,资本市场委员会获得了进行许可证审查的授权,以便为该国找到所需的估价师。执照考试在一定程度上满足了这一需求。然而,土耳其评估培训的必要性和重要性是从这些执照考试开始的。如今,我国许多大学(副学士、本科生和研究生)都在进行评估培训。本文的主题是关于我国培训的质量和内容。
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引用次数: 3
DESIGNING A SUSTAINABLE RANGELAND INFORMATION SYSTEM FOR TURKEY 设计土耳其可持续牧场信息系统
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2018-10-01 DOI: 10.26833/ijeg.412222
A. Akar, E. Gökalp
The purpose of this study is to identify the deficiencies of the rangeland information system currently used in Turkey and, as an alternative, design a sustainable rangeland information system. In the study, both the extent of changes that occurred over time in the rangelands and the factors that caused such changes were identified, and solutions were suggested to eliminate those factors. The rangelands located in the Akcaabat district of Trabzon province were selected as the study area. Land use maps were produced by using the object-based classification method. According to the results of change analyses made with this information system, it was found out that, from 1973 to 2012, a surface area of 159.8 hectares had been degraded, demonstrating that the current information system had not been successful enough in the management of rangelands. For that reason, a sustainable rangeland information system free from all deficiencies was designed.
本研究的目的是确定土耳其目前使用的牧场信息系统的不足之处,并作为替代方案,设计一个可持续牧场信息系统。在这项研究中,确定了牧场随时间变化的程度和导致这种变化的因素,并提出了消除这些因素的解决方案。位于特拉布宗省阿卡阿巴特区的牧场被选为研究区域。土地利用地图是使用基于对象的分类方法绘制的。根据利用该信息系统进行的变化分析结果,发现从1973年到2012年,159.8公顷的地表面积退化,这表明目前的信息系统在牧场管理方面不够成功。为此,设计了一个没有任何缺陷的可持续牧场信息系统。
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引用次数: 3
POSSIBLE CONTRIBUTIONS OF SPATIAL SEMANTIC METHODS AND TECHNOLOGIES TO MULTI-REPRESENTATION SPATIAL DATABASE PARADIGM 空间语义方法和技术对多表示空间数据库范式的可能贡献
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2018-10-01 DOI: 10.26833/IJEG.413473
A. Memduhoglu, M. Basaraner
Today, the amount and variety of spatial data have increased dramatically. In addition, the web has made it easier to disseminate and share this kind of data. Therefore, spatial data integration and interoperability have gained more importance. Spatial data are collected from different sources and often heterogeneous in terms of the levels of detail and the points of view. To able to meet the demands of different spatial applications, multi-source and heterogeneous spatial datasets need to be integrated as well as the consistency of these datasets need to be maintained. In this context, multi-representation spatial database (MRSDB) paradigm has been suggested by researchers. However, the heterogeneity constitutes a significant barrier in this respect and hence the implementations have so far been remained within a rather narrow scope. In this article, it is mainly discussed about the possible contributions of basic methods and technologies of spatial semantics such as ontologies, semantic web and linked data to the data integration for creating a MRSBD. Some examples are also given to illustrate the concept.
如今,空间数据的数量和种类都急剧增加。此外,网络使得传播和分享这类数据变得更加容易。因此,空间数据的集成和互操作性变得更加重要。空间数据是从不同的来源收集的,在细节水平和观点方面往往是异构的。为了满足不同空间应用的需求,需要对多源、异构的空间数据集进行集成,并保持这些数据集的一致性。在此背景下,研究者提出了多表示空间数据库(MRSDB)范式。但是,这方面的异质性构成了一个重大障碍,因此迄今为止的实施仍然在相当狭窄的范围内。本文主要讨论了空间语义学的基本方法和技术,如本体、语义网、链接数据等对MRSBD数据集成的可能贡献。文中还举例说明了这一概念。
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引用次数: 5
DETERMINING OF DIFFERENT INUNDATED LAND USE IN SALYAN PLAIN DURING 2010 THE KURA RIVER FLOOD THROUGH GIS AND REMOTE SENSING TOOLS 基于GIS和遥感工具的2010年库尔勒河洪水期间萨尔扬平原不同淹没土地利用的确定
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2018-10-01 DOI: 10.26833/IJEG.412348
A. Aghayev
Downstream of the Kura River is subject to frequent floods and residents living in those areas suffer from various consequences of flooding. As an example of flood damage assesment, the recent flood in 2010 was analyzed. Different archival, field survey and digital materials were used. Maps of flooded areas and the potential infrastructure in flooded areas were determined through ArcGis 10.2.1 software. Among all flooded areas, settlements and pastures had the highest share. The study proved that integration of various spatial data could greatly support flood damage assessment .
库拉河下游经常发生洪水,居住在这些地区的居民遭受洪水的各种后果。以2010年近期洪涝灾害为例,对洪涝灾害进行了分析。使用了不同的档案、实地调查和数字材料。通过ArcGis 10.2.1软件绘制洪涝区图和潜在基础设施图。在所有被淹地区中,居民点和牧场所占比例最高。研究证明,多种空间数据的整合可以极大地支持洪水灾害评估。
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引用次数: 7
OUTLIER DETECTION OF LAND SURFACE TEMPERATURE: KÜÇÜKÇEKMECE REGION 地表温度异常值检测:KÜÇKÇEKMECE地区
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2018-10-01 DOI: 10.26833/ijeg.404426
L. Kuşak, Ufuk Fatih Küçükali
Unplanned and rapid urbanization is one of the reasons for the rising surface temperature values in urban areas. There is a considerable amount of literature demonstrating the association of urbanization with surface temperatures. Kucukcekmece Lake, an important lake which has been meeting utility water needs of Istanbul, and unplanned and rapid urbanization around it have been affected by this inevitable change for years.  Although surface temperatures generally correlate strongly with each other, very high and very low temperature values should not be disregarded and need to be investigated.  The current study was conducted with the assumption that these values could be outlier values and thus they were analyzed using the Box Plot method for the selected region. Correlations between Land Surface Temperature (LST) values obtained for Kucukcekmece and its vicinity was examined using Landsat OLI images of June 20, 2016 and June 23, 2017, and LST outliers and regions with common outliers of/on both days were determined. In the study, 310 LST outliers were identified for June 20, 2016 and 34 LST outliers for June 23, 2017, and in both images, 33 outliers were found to be common and they clustered in two different buildings. The reasons for the outliers outside the standard surface temperature values and recommended solutions were discussed.
无计划的快速城市化是城市地表温度值上升的原因之一。有相当多的文献证明了城市化与地表温度的关系。Kucukcekmece湖是一个重要的湖泊,一直满足伊斯坦布尔的公用事业用水需求,多年来,它周围的无计划和快速城市化已经受到这一不可避免的变化的影响。虽然表面温度通常彼此密切相关,但非常高和非常低的温度值不应被忽视,需要进行研究。目前的研究是在假设这些值可能是离群值的情况下进行的,因此对所选区域使用箱形图方法进行分析。利用2016年6月20日和2017年6月23日的Landsat OLI影像,分析了kuukcekmece及其附近地区的地表温度(LST)值之间的相关性,并确定了这两天的地表温度异常值和共同异常值为/的区域。在这项研究中,2016年6月20日的310个LST异常点和2017年6月23日的34个LST异常点被识别出来,在这两幅图像中,33个异常点被发现是共同的,它们聚集在两个不同的建筑物中。讨论了标准表面温度值外异常值产生的原因和建议的解决方法。
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引用次数: 6
DETECTION OF PARAGLIDING FIELDS BY GIS 滑翔伞场的gis检测
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2018-10-01 DOI: 10.26833/IJEG.413833
Ç. Şimşek, T. Türk, Halime Ödül, M. Çelik
In this study, alternative flying fields suitable for paragliding which is one of nature sports within the boundaries of Sivas province, Turkey were automatically determined by Geographical Information Systems (GIS) analyses and the developed user interface program by taking into account the international technical conditions required for flying. The suitabil it y of these fields determined was checked with the flight tests performed in company with the experienced paragliding pilot, and they were proposed as nature tourism areas. With this study carried out, it was ensured that the paragliding fields, which are mainly determined by observational and experimental methods, were scientifically determined in accordance with the international technical specification criteria. Furthermore, a new method has been developed to be able to automatically determine alternative paragliding fields in any city with the help of the introduced GIS-based system and user interface program. Nowadays, people living in the city tend to get away from the city and integrate with nature as they find the opportunity to keep away from stress in terms of current living conditions and their effects. This situation is increasing the interest in nature tourism and orientation to nature sports with each passing day. One of nature sports is also paragliding.
在本研究中,通过地理信息系统(GIS)分析和开发的用户界面程序,考虑到飞行所需的国际技术条件,自动确定了适合土耳其锡瓦斯省境内自然运动之一滑翔伞的替代飞行场。通过与经验丰富的滑翔伞飞行员一起进行的飞行测试,对这些区域的适宜性进行了检查,并建议将其作为自然旅游区。通过这项研究,确保了主要通过观测和实验方法确定的滑翔伞场地是根据国际技术规范标准科学确定的。此外,借助引入的基于GIS的系统和用户界面程序,开发了一种新的方法,可以自动确定任何城市的备选滑翔场。如今,生活在城市中的人们往往会远离城市,融入自然,因为他们发现有机会从当前的生活条件及其影响中摆脱压力。这种情况日益增加了人们对自然旅游的兴趣和对自然运动的兴趣。自然运动之一也是滑翔伞。
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引用次数: 5
GIS AND THREE-DIMENSIONAL MODELING FOR CULTURAL HERITAGES GIS与文化遗产三维建模
IF 1.9 Q2 ENGINEERING, GEOLOGICAL Pub Date : 2018-06-01 DOI: 10.26833/ijeg.378257
Y. Doğan, M. Yakar
Cultural heritages are the history of the nations, and history forms the identities of the nations. Therefore, protection of cultural heritages means protection of the history and identity of the nations. Identification of the current status of cultural heritages is important for documentation, preservation, and for use as a base for restoration. Documentation studies need robust and scientific methods. GIS and photogrammetry have recently been the most commonly used scientific methods for documenting cultural heritages. In documentation studies, digital terrestrial photogrammetry is one of the main methods of processing information of historical monuments on computers according to GIS and documenting it in three dimensions. In this study for documentation, all data of 46 historical monuments located in Silifke/Mersin were collected and transferred to a database so that it is made queryable. Some of those heritages were reconstructed as 3D models by the use of photogrammetric techniques. Finally, 3D Models were integrated into the system for presentation.
文化遗产是民族的历史,历史形成了民族的身份。因此,保护文化遗产意味着保护民族的历史和特性。识别文化遗产的现状对于文献记录、保存和作为修复基础的使用至关重要。文献研究需要稳健和科学的方法。地理信息系统和摄影测量已成为记录文化遗产最常用的科学方法。在文献学研究中,数字地面摄影测量是根据GIS在计算机上处理历史遗迹信息并进行三维记录的主要方法之一。在这项文献研究中,收集了位于Silifke/Mersin的46处历史遗迹的所有数据,并将其转移到数据库中,以便进行查询。其中一些遗产通过摄影测量技术重建为三维模型。最后,将三维模型集成到系统中进行演示。
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引用次数: 46
期刊
International Journal of Engineering and Geosciences
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