daily precipitation forcasting using artifical neural networks in the province of kerman, a case studies for stations of kerman, baft, miandeh jiroft.
نویسندگان
چکیده
precipitation is one of important parameters of climatology and atmospheric science that have more importance in human life. recently, extensive flood and drought entered many damage to most parts of the world. precipitation forecasting and alerts management role is responsible for these problems. today, artificial neural networks are one of developed method that applied for estimate and predict of parameters that using intrinsic relation among data. the purpose of this study is prediction of daily precipitation using daily data of common statistical period , 23 years,(2012-1989) from meteorological stations, by perceptron neural networks and radial basis function in kerman, baft, miandeh jiroft. different combinations of parameters, such as minimum temperature, maximum temperature, average temperature, relative humidity, wind speed and direction and the mean pressure as input for artificial neural network and precipitation was considered as the output of the network. the analysis of output results from , radial basis function shown that these models have better accuracy and a high ability to forecast precipitation than perceptron neural networks. the analysis of output results from , radial basis function neural networks shown that these models have better accuracy and a high ability to forecast precipitation than perceptron neural networks. such that in the best combination with minimum and maximum parameters, minimum temperature and relative humidity, the wind speed and direction and mean of pressure in kerman station with correlation coefficient 0.907 and root of mean square error of 0.014 known as the best model for predicting rainfall in this paper.
منابع مشابه
Prevalence of Intestinal Parasitic Infections in Jiroft, Kerman Province, Iran
BACKGROUND Intestinal parasitic infections have a worldwide distribution. High prevalence of intestinal parasitic infections in individuals with low socioeconomic status and environmental conditions was found. No study has ever been conducted on the prevalence of these infections in Jiroft. Therefore, in this study prevalence of intestinal parasitic infections was evaluated in Jiroft, Kerman Pr...
متن کاملprevalence of atopic dermatitis in children with type 1 diabetes mellitus in southeastern of iran (kerman province): a case-control study
چکیده ندارد.
15 صفحه اولEpidemiological Aspects of Visceral Leishmaniasis in Baft District, Kerman Province, Southeast of Iran
BACKGROUND Visceral leishmaniasis (kala-azar) is an endemic disease in some areas of Iran. A cross- sectional study was conducted for sero-epidemiological survey of visceral leishmaniasis (VL) in Baft district from Kerman Province, southeast of Iran. METHODS Blood samples were collected from children up to 12 years old and 10% of adult population from Baft villages with a multi-stage randomiz...
متن کاملUncertainty of Artificial Neural Networks for Daily Evaporation Prediction (Case Study: Rasht and Manjil Stations)
This research uses the multilayer perceptron (MLP) model to predict daily evaporation at two synoptic stations located in Rasht and Manjil, Guilan province, in north-west of Iran. Initially the most important combinations of climatic parameters for both of the stations were identified using the gamma test; and daily evaporation were modeled based on the obtained optimal combination. The results...
متن کاملmetrics for the detection of changed buildings in 3d old vector maps using als data (case study: isfahan city)
هدف از این تحقیق، ارزیابی و بهبود متریک های موجود جهت تایید صحت نقشه های قدیمی سه بعدی برداری با استفاده از ابر نقطه حاصل از لیزر اسکن جدید شهر اصفهان می باشد . بنابراین ابر نقطه حاصل از لیزر اسکنر با چگالی حدودا سه نقطه در هر متر مربع جهت شناسایی عوارض تغییر کرده در نقشه های قدیمی سه بعدی استفاده شده است. تمرکز ما در این تحقیق بر روی ساختمان به عنوان یکی از اصلی ترین عارضه های شهری می باشد. من...
the trace of translators ideology in literary translations: a case study of persian translation of the scaret letter
رساله ی حاضر تلاشی است برای بررسی مبحث ایدئولوژی در ترجمه ادبی و تاثیرات آن بر کار مترجم، اعم از گزینش واژگان و ساختارهای دستوری؛ با تمرکز بر تحلیل انتقادی گفتمان در متن مبدأ و متن مقصد، که در این رساله متن مبدأ رمان داغ ننگ اثر ناتانیل هاوثورن و ترجمه فارسی سیمین دانشور به عنوان متن مقصد مورد بررسی قرار گرفته است. تجزیه و تحلیل رمان های مورد نظر به طور عمده بر اساس مدل پیشنهادی فرحزاد(2007) بر...
منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
جغرافیا و توسعه ناحیه ایجلد ۱۲، شماره ۲۳، صفحات ۰-۰
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023