gully erosion hazard zoning using of dempster-shafer model in the gharnaveh watershed, golestan province

نویسندگان

کاظم صابر چناری

دانشجوی دکتری مهندسی آبخیزداری، دانشکدۀ مرتع و آبخیزداری، دانشگاه علوم کشاورزی و منابع طبیعی گرگان عبدالرضا بهره مند

دانشیار گروه مهندسی آبخیزداری، دانشکدۀ مرتع و آبخیزداری، دانشگاه علوم کشاورزی و منابع طبیعی گرگان واحد بردی شیخ

دانشیار گروه مهندسی آبخیزداری، دانشکدۀ مرتع و آبخیزداری، دانشگاه علوم کشاورزی و منابع طبیعی گرگان چوقی بایرام کمکی

استادیار گروه مدیریت مناطق بیابانی، دانشکدۀ مرتع و آبخیزداری، دانشگاه علوم کشاورزی و منابع طبیعی گرگان

چکیده

the goal of this research is gully erosion hazard zoning by using dempster-shafer theory for the garnaveh watershed (golestan province). for this purpose, at first a gully erosion inventory map with the scale of 1:200000 (dependent variable) for the gharnaveh watershed has been prepared using multiple field surveys and satellite pictures. from total gullies 70% of them have randomly selected for building gully erosion hazard zoning model while the residuals (30%) have used for validating the model. in the next stage, seven data layers contain slope percent, slope aspect, plan curvature, lithology, land use, distance from rivers and distance from roads have been selected as gully erosion conditioning factors (independent variables) and digitized in arcgis software. the amount of gully density in each factor class have calculated from combination of independent and dependent variables, and rating of classes have done based on dempster-shafer equations. finally, the gully erosion hazard zoning map has drawn from summation of weighting maps. the results of model classification show that from total considered gully zones for model validating in the gharnaveh watershed %68.06 are in the class of high and very high hazard. also, the result of model validating with using the receiver operating characteristic (roc) curves and areas under the curve (auc) showed that dempster-shafer model is appropriate for gully erosion hazard zoning in the studied area with accuracy of %96.1 and standard deviation of 0.003

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Evaluation and optimization of REGEM model to estimate the gully erosion distribution in three watershed of Ardabil province

Extended Abstract Introduction: Gully erosion is the most severe type of water erosion, which causes large damage in the watersheds. To determine the risk of this type of erosion, it is necessary to estimate its severity and specify the distribution of the risk of erosion in the watershed. One of the models used to estimate the gully erosion is REGEM model, but accurate estimation of erosion r...

متن کامل

Assessment of Artificial Neural Network Models and Maximum Entropy in Zoning of Gully Erosion Sensitivity of Golestan Dam Basin

Zoning of gully erosion susceptibility and determining the factors controlling gully erosion is very important and vital. The aim of this study was to investigate the spatial distribution of gully erosion using two models of ANN and MaxEnt and to determine the factors affecting this type of erosion in Golestan Dam basin. Therefore, 14 factors in the form of three divisions, including topographi...

متن کامل

Accuracy Assessment of Gully Erosion Susceptibility Map Using SVM and MARS Methods in Shazand Watershed

Gully erosion found to be typical erosion form in semiarid and arid landscape. Because of the importance of this phenomenon, various studies have been conducted around the world to assess gully erosion and its effects. The purpose of this research was accuracy assessment of gully erosion susceptibility maps using SVM and MARS models in the Shazand watershed. Acquiring information about the gull...

متن کامل

Survey of the Balance of Equilibrium Erosion in the Hajiabad River Watershed (Hormozgan Province) using the Entropy Model

  Erosion is a surface-leveling phenomenon where thetransportof sediments from being washed off the land or by the force of gravity move from elevated areas. During different periods, in Iran, constantly flowing water has been affected by erosion. Thus it is important to address the erosionproblem. This research attempts to assess and identify the parameters affecting erosion in Haji Abad Wa...

متن کامل

Development and Application of Gully Erosion Components within the Usda Annagnps Watershed Model for Precision Conservation

A watershed scale assessment of the effect of conservation practices on the environment is critical when recommending conservation management practices to agricultural producers. The identification of all sources of sediment and subsequent tracking of the movement of sediment downstream is a necessary part of this assessment including the often overlooked contributions from gully erosion source...

متن کامل

Gully Erosion Susceptibility Assessment using Multivariate Regression Model (Case Study: Kiasar, Southern Mazandaran Province)

Gully erosion when it comes to positive processes in the most severe operating conditions and the most favorable conditions for the performance of other words is a positive process. One of the most important issues discussed gully erosion monitoring and evaluation of benchmarking is to extract and identify the type of erosion. In this paper the groove factor and drainage ditches, and selected a...

متن کامل

منابع من

با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید


عنوان ژورنال:
اکو هیدرولوژی

جلد ۳، شماره ۲، صفحات ۲۱۹-۲۳۱

کلمات کلیدی
the goal of this research is gully erosion hazard zoning by using dempster shafer theory for the garnaveh watershed (golestan province). for this purpose at first a gully erosion inventory map with the scale of 1:200000 (dependent variable) for the gharnaveh watershed has been prepared using multiple field surveys and satellite pictures. from total gullies 70% of them have randomly selected for building gully erosion hazard zoning model while the residuals (30%) have used for validating the model. in the next stage seven data layers contain slope percent slope aspect plan curvature lithology land use distance from rivers and distance from roads have been selected as gully erosion conditioning factors (independent variables) and digitized in arcgis software. the amount of gully density in each factor class have calculated from combination of independent and dependent variables and rating of classes have done based on dempster shafer equations. finally the gully erosion hazard zoning map has drawn from summation of weighting maps. the results of model classification show that from total considered gully zones for model validating in the gharnaveh watershed %68.06 are in the class of high and very high hazard. also the result of model validating with using the receiver operating characteristic (roc) curves and areas under the curve (auc) showed that dempster shafer model is appropriate for gully erosion hazard zoning in the studied area with accuracy of %96.1 and standard deviation of 0.003

میزبانی شده توسط پلتفرم ابری doprax.com

copyright © 2015-2023