مدلسازی برآورد حجم تپه های برخانی(مطالعه موردی: برخان های منطقه چاه جام) (مقاله علمی وزارت علوم)
درجه علمی: نشریه علمی (وزارت علوم)
آرشیو
چکیده
یکی از مهم ترین راه کارهای مدیریتی مناطق خشک و نیمه خشک، شناخت و به کارگیری اصول محیطی حاکم بر رفتار ماسه های متحرک به ویژه تپه های برخانی است. برخان ها یکی از رایج ترین اشکال تراکم بادی بوده که از کنش متقابل جریان باد و بستر ماسه نشأت می گیرند. تحرک و پویایی این عوارض در مناطق تحت استیلا، کانون تهدید و بحران مراکز سکونتی و ارتباطی بوده و حجم رسوبات، شاخصی از میزان جابجایی آن محسوب می گردد؛ بنابراین دستیابی به میزان حجم برخان می تواند به عنوان شاخصی در جهت شناخت رفتار، نحوه عملکرد و تعیین وضعیت سیستم برخانی عمل نماید. هدف از این پژوهش مدل سازی برآورد حجم تپه-های برخانی جنوب کویر حاج علی قلی با استفاده از مولفه های مورفومتری آن ها و از طریق روش تحلیل آماری رگرسیون غیرخطی ساده و چندگانه است. نتایج مدل سازی حاکی از ارتباط معنی دار توانی بین مولفه های عرض، طول، ارتفاع و مساحت با حجم برخان می باشد که حداکثر ارتباط معنی دار توانی بین حجم و مساحت برخان با ضریب تبیین 993/0 و انحراف معیار برآورد 169/0 وجود دارد. نتایج مدل سازی رگرسیون غیرخطی چندگانه نیز حاکی از روابط معنی دار پارامترهای مورفومتری برخان جهت محاسبه حجم آن می باشد که حداکثر ارتباط معنی دار حاصل ضرب بین حجم با مولفه های مساحت و ارتفاع با ضریب تبیین 999/0 وجود دارد، بنابراین در صورت دستیابی به یکی از پارامتر های مورفومتری، می توان حجم برخان را با استفاده از مدل-های توانی ارائه شده، برآورد کرد و در صورت دستیابی به دو مولفه، حجم برخان را از طریق مدل های مناسب غیرخطی حاصل ضرب با دقت بیش تری محاسبه نمود.Modeling for Estimation of Barchan Dunes Volume (Cease study: Barchans of Chah Jam Region)
1. Introduction
Among sedimentary systems that are rich and poor in terms of sediment load, a different organization of the sand dunes can be seen. Barchan dunes are one of the accumulative landforms of wind that are considered from poor sedimentary systems in desert environments. The dunes are the crescent shape, and have two horns at the end. Along the horns the prevailing wind direction and the maximum of its speed is indicated. These crescent dunes are formed from tow side with different slope that slip face has the maximum slope via the collapse of sediment grains by shear velocity of wind and the gravity. The windward side with fewer slopes than slip face is separated from it by brink. The change in wind direction and the collision of barchan dunes with each other cause the instability in the size and shape of them.
The morphological characteristics of barchan are affected by various spatial and temporal factors. The volume of sediment is one of the most important features of barchan morphology that is the function of the three-dimensional form and morphometric parameters of barchan such as length, width, height and area. Barchan dunes which have the smaller three-dimensional form and less volume are more unstable, relatively. Therefore, barchan volume is important and fundamental parameter for estimation of movement rate and its control. Also, the barchan volume estimation, with regard to environmental management and planning according to systematic approach is a necessary condition to calculate the rate of input and output of material (sand grains) and energy (wind power) to the barchan system. Therefore, there is this possible to identify and study the function and behavior of barchan along its movement way.
The aim of this research is to achieve the appropriate models for estimating the sediment volume of barchan dunes. For this purpose, the sediment estimation models were determined using simple and multiple statistical relationships among various parameters of barchan, and the most suitable model was introduced according to the accuracy measurement factors. Therefore, this study tries to present the accurate models for estimation of barchan volume using its morphometric parameters such as length, width, height and area.
2. Study area
The study area in this research is barchan field of Chah Jam that is located in the southern part to south east of Damghan Basin and Haj Ali Gholi Playa. Damghan Basin is a rectangular region that with area of 18700 km2 is extended in the south and south eastern of Alborz Range. The maximum and minimum altitudes belong to Alborz Mountains (3908 m) and Haj Ali Gholi Playa (1060 m), respectively. In this region wind morphogenesis systems are dominant on others, because it has sparse vegetation and rare precipitation. The most common of geomorphic features in the area are Nebka, Barchan (longitudinal, transverse, symmetric and asymmetric), Seif and sand dunes that have been developed more in the Chah Jam region. This region, with an area of about 25260 hectares, is located at Eastern longitudes between 54° 40΄ and 55° 10΄ and at Northern latitudes between 35° 45΄ and 35° 50΄.
3. Materials and Methods
The first step in this research is the investigation, extent determination and recognition of environmental and geomorphological characteristics of study area using Google Earth images, topographic maps 1:50000 and field studies. The next step is the field visits to the region, positioning barchan dunes, sampling and measurement of their morphometric parameters via linear method. In order to cover the entire study area, some transects was considered using the GPS, and then, only barchan dunes coinciding with mentioned transects have been studied and measured. Totally, 52 barchans were measured and evaluated. The most important of barchan morphometric parameters that this study has more emphasis on them are the volume, length, height, width and area.
Eventually, the quantities of barchans morphometric parameters were determined, and a data matrix was prepared for modeling. The data sets were modeled using SPSS software and the regression analysis technique. For this purpose, first, simple and complex regression methods were examined. Then, the accuracy of models is determined through comparing their validity, and the most suitable was selected. The preference and selection indexes of models are based on the maximum R. Square, R., Adjusted R. Square, Sig. level and the minimum Std. Error of Estimate (α≤0.01).
In order to determine the relations type and intensity between volume and barchan morphometric parameters, simple and complex regression methods were examined, and among them the most suitable relationships were selected. The obtained results from the study of simple relationships between volume and height, width, length and area of barchan have been presented in tables (2) and (3). In this study, power equations gave the best results. Therefore, in first part, we have only mentioned power relationships. The results of multiple statistical modeling between volume and other parameters have been described in table (4).
Results of statistical modeling showed significant relationships between barchan volume and other morphometric parameters. In the simple relations, there is maximum significant power relationship between barchan volume and its area with 0.993 R. Square and 0.169 Std. Error of Estimate. Also complex nonlinear relationships indicate several models with preference value better than simple power models. Among them, there is maximum significant multiplier relationship between barchan volume with area and height parameters that has maximum of R. Square (0.999) and minimum of standard error.
5. Discussion and Conclusion
Barchan dunes are one of the aeolian landforms that originate from reciprocal interaction between wind and sand bed. These features have been formed from quicksand, and migration is one of the most important of their characteristics. The volume of dune is a principle parameter for prediction of barchan behavior, because it is an effective factor in the explaining its movement in different spatial and temporal situations. Therefore, estimation of dune volume can act as an index in order to determine the condition of barchan system and its trends. Also, barchans displacement is a consequence from its volume that indicates the threat and destruction rate of human infrastructures in arid and semi-arid regions.
In this research, we have used simple and multiple regression methods to model the barchan volume. As a result, we have presented several models that can be used to estimate the volume of barchan dunes (equations 6 to 15). Some models have one independent variable and some models have two independent variables. The latest models have better preference value than previous ones. The results of this study provide the possibility of exact and rapid estimation of barchan volume using its morphometric parameters. According to results of the research, comparative analysis of simple and complex models shows the importance of modeling approaches and presenting various models.
Keywords
Barchan Volume, Chah Jam, Statistical Analysis, Modeling, Morphometric Parameter.
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