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Issue Info: 
  • Year: 

    2019
  • Volume: 

    11
  • Issue: 

    2
  • Pages: 

    301-315
Measures: 
  • Citations: 

    0
  • Views: 

    671
  • Downloads: 

    0
Abstract: 

Integrated watershed management and regeneralization of available information to ungauged basin needs to recognize homogeneous watersheds. The hydrologic similarity of watersheds is caused by the hydroclimate and physical behaviors. In present study, hydroclimate and physical indices were used for indicating the homogeneous sub-watersheds in Karkheh Watershed and then results were compared. Factor analysis to reduce in the dimension of variables was conducted, separately for climatic, hydrological and physical parameters. Finally, using Fuzzy c-means (FCM) and hierarchical clustering analysis (HCA) homogeneous sub-watersheds were indicated by hydro-climate and physical parameters. Factor analysis results showed that indices of CSDI (cold spell duration index), GSL (growing season length), RX5day (monthly maximum consecutive 5-day precipitation), TX90p (percentage of days when daily maximum temperature is greater than 90th percentile) and TMAXmean (mean of maximum temperature) of climate indices, and indices of percent of hydrologica group D and flood potential index of hydrologic indices were selected. Also indices of basin area, basin elongation, average length of drainage and total topography between the physical parameters were selected. Comparing the results of the FCM and HCA indicated that the optimal number of clusters is same, but the results of watershed classification are not same in each cluster of two ways. Classification by hydroclimate and physical indices highlights that 25 and 27 basins were classified similar, respectively in two methods of clustering. Clustering by hydroclimate parameters produced different results compared with physical parameters, so that the 17 and 19 sub-basins are in the same classes in the FCM and HCA, respectively. However, there is no preference to accept watershed classification by hydroclimate or physical parameters, thus a combination of hydroclimate and physical parameters were used for classification. Watershed classification by the combination of hydroclimate and physical parameters indicated that 33 sub-basins were classified similar in both FCM and HCA methods. Classification in Karkheh basins based on the combination of physical and hydroclimate parameters revealed that the northern areas are in group 3, central regions (from east to west) are in group 2 and southern areas are in group 1. Inherently, these basins are similar in each group and demand the same protection operations in view of watershed management.

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Author(s): 

Baghernejhad Elnaz

Issue Info: 
  • Year: 

    2023
  • Volume: 

    11
  • Issue: 

    2
  • Pages: 

    29-60
Measures: 
  • Citations: 

    0
  • Views: 

    230
  • Downloads: 

    29
Abstract: 

ABSTRACT Despite a wide range of components and criteria affecting travel behavior presented through empirical research, the results of these studies are inconclusive, which could be due to the difference between these components and criteria in the study areas. Therefore, this research presented a method to determine which factors in different physical developments affect travel behavior due to the differences in various physical developments. The required information was collected through 271 questionnaires at the level of three neighborhoods of Monirieh, Koye Bimeh, and Koye Golestan in Tehran, Iran, as the old, conventional, and new neighborhoods, respectively. ANOVA test was exerted to analyze the significant difference between different development patterns in three neighborhoods. Dunnett's T3 was applied to determine which neighborhood caused the difference between groups. Also, the factors affecting travel behavior were obtained based on exploratory factor analysis indicators. Finally, by comparing the results of the ANOVA test and regression analysis, it was discovered that factors such as car ownership, dependence and pro-liking for private cars, density and access to educational centers and parks, access to medical and service centers, and variety and density of retail stores had been introduced as the factors affecting travel behavior due to the differences in development patterns. However, proximity to the public transportation station, accessibility preferences in choosing a residence, dependence, and pro-liking for other than a private car, having a license, number of children under five years old, and age have influenced travel behavior regardless of the variation between neighborhoods. Extended Abstract Introduction Finding factors affecting travel behavior has been one of the main concerns of transportation planners. However, in the last two decades, the importance of the influence of the features of the built environment, including land use, along with demographic-economic characteristics, travel behavior, and attitudes of people, has been raised by urban planners. Studies seek to find factors affecting travel behavior, especially land use characteristics. Despite presenting a wide range of components and criteria affecting travel behavior, the results of the studies are inconclusive, which could be due to the difference between these components and criteria in the study areas. Therefore, this research presented a method to determine which factors in different physical developments affect travel behavior due to the differences in various physical developments. In order to do this, it must first be determined whether the study areas/different development patterns have a significant difference in terms of travel behavior or not. In case of a positive answer to the previous question, the following question is which study areas caused this difference. The next question arises: -Which physical and non-physical characteristics affect travel behavior due to distinctions between different development patterns?   Methodology The present research method is analytical and experimental based on quantitative methods. This research chose the frequency of travel by private car, public transportation, and walking as the travel behavior. According to the research's purpose, indicators and criteria affecting travel behavior were extracted after reviewing the theoretical and experimental literature. Then, the required information was collected through 271 questionnaires at the level of three neighborhoods of Monirieh, Koye Bimeh, and Koye Golestan as the old, conventional, and new neighborhoods, respectively. The questionnaire was compiled as a Likert scale in five parts of travel information, demographic-economic characteristics, perceptual characteristics of land use, travel habits, and access preferences of people in choosing their residence. ANOVA test was used to analyze the significant difference between different groups of a characteristic (here, different development patterns or the three case studies). Dunnett T3 was exerted to determine which neighborhood caused the difference between groups. Also, the factors affecting travel behavior were obtained based on exploratory factor analysis indicators. Finally, by comparing the results of the ANOVA test and regression analysis, it was discovered which factors affecting travel behavior were due to the differences in study areas and which factors affect travel behavior regardless of development patterns.   Results and discussion This research aims to identify the factors affecting travel behavior due to the differences in development patterns. In this regard, the findings in line with the first research question show that the frequency of three modes of travel, by private car, transportation, and pedestrian, differ significantly in the three neighborhoods. Furthermore, ANOVA test results depict that there is a significant difference between these three neighborhoods in terms of factors affecting travel behavior, such as perceptually environmental characteristics of the neighborhood, dependence and pro-liking for personal cars, variety and density of retail stores, density and access to educational units and parks, access to medical and service centers, and car ownership. Finally, by comparing the results of the ANOVA test with the regression analysis assessing the relationship between physical and non-physical factors (the same indicators in the same study areas) with travel behavior, the factors affecting travel behavior owing to different development patterns were identified. Factors such as car ownership, dependence and pro-liking for private cars, density and access to educational units and parks, access to medical and service centers, and variety and density of retail stores have been introduced as the factors affecting travel behavior due to the differences in development patterns. However, proximity to the public transportation station, accessibility preferences in choosing a place of residence, dependence, and pro-liking for other than a private car, having a certificate, number of children under five years old, and age have influenced on travel behavior regardless of the variation between neighborhoods (different physical development patterns).   Conclusion In In order to discover the factors affecting travel behavior due to the differences in patterns of physical development, this research has provided a more detailed analysis of the factors affecting travel behavior. It has achieved more accurate components than previous studies in this regard. Detailed analysis of studies related to travel behavior and finding the main components affecting it, considering the extent of variables and data, can pave the way for professionals in transportation planning and urban planning, in addition to providing detailed methods and criteria in the related literature.   Funding There is no funding support.   Authors’ Contribution Authors contributed equally to the conceptualization and writing of the article. All of the authors approved thecontent of the manuscript and agreed on all aspects of the work declaration of competing interest none.   Conflict of Interest Authors declared no conflict of interest.   Acknowledgments  We are grateful to all the scientific consultants of this paper.

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Issue Info: 
  • Year: 

    2022
  • Volume: 

    12
  • Issue: 

    47
  • Pages: 

    75-93
Measures: 
  • Citations: 

    0
  • Views: 

    236
  • Downloads: 

    11
Abstract: 

Background: The expansion of the use of audio and video media technology has faced society with many medical, cultural and economic challenges. In the meantime, excessive use of mobile phones can cause many problems. Objective: The aim of this study was to construct and validate a questionnaire on physical and psychological injuries of mobile phones. Method: The method of the present study was descriptive-correlational and confirmatory factor analysis. The statistical population of the study consisted of all citizens of Khorramabad with a diploma or higher in 1399, which was selected as a statistical sample by available sampling method of 200 people online and virtual. Results: The results showed that the factorized physical and psychological harm questionnaire of cell phone with 42 questions and 10 components (fear of loss, vibration syndrome, duck syndrome, nomophobia, insomnia, hearing problem, eye syndrome, tunnel and neck syndrome SMS) and has good reliability, validity and flexibility in terms of psychometrics. Discussion and Conclusion: The questionnaire of factor analysis of physical and psychological injuries of mobile phones can be used to identify and study the physical and psychological injuries of mobile phones.

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Journal: 

JOURNAL OF HEALTH

Issue Info: 
  • Year: 

    2016
  • Volume: 

    7
  • Issue: 

    1
  • Pages: 

    18-25
Measures: 
  • Citations: 

    0
  • Views: 

    1277
  • Downloads: 

    0
Abstract: 

Background & objectives: Nutritional assessment is the first component of nutrition care and it is necessary for prevention of malnutrition and promoting health. The aim of this study was to assess nutritional status and physical activity level in exceptional children.Methods: This survey was a cross sectional study conducted on 470 exceptional students aged 5-15 years in 1391 in Tehran. Height and weight were measured using standard tools. International Physical Activity Questionnaire (IPAQ) was used to determine physical activity levels. The T-test, chi-square and Pearson correlation coefficient was used to analyze the data.Results: According to body mass index (BMI) cut off points defined by WHO, 12.6%, 38.1% and 49.3% of children were wasting/severe wasting, overweight/obese and normal, respectively. The prevalence rates of low height for age (stunting) were 71.7% for mentally retarded, 36.3% for deaf and 17.7% for blind children. Time spent in intense activity was significantly higher in deaf children compared to children with mental retardation (p<0.05). Blind children had significantly highest daytime sitting among all children (p<0.05).Conclusion: Due to high prevalence of malnutrition among exceptional students, incorporating a proper nutritional intervention into the comprehensive program will likely be successful.

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Issue Info: 
  • Year: 

    2014
  • Volume: 

    22
Measures: 
  • Views: 

    129
  • Downloads: 

    92
Abstract: 

IN THE FIRST PART OF THIS STUDY, PHYSICALPROPERTIES OF 11 DIFFERENT TYPES OF POLYETHYLENE GLYCOLS: C2NH4N+2ON+1 (N: 1-11) SUCH ASDIPOLE (D), QUADRUPOLE (Q), OCTAPOLE (O) AND HEXADECAPOLE (HEX) ELECTRIC MOMENTS ARE CALCULATED BY USE OF THE GAUSSIAN 98 PROGRAM AT THE HARTREE-FOCK (HF) LEVELS ON 3-21G BASIS SET. IN THE SECOND PART OF THIS STUDY FOR ABOVE MENTIONED MOLECULES ARE CALCULATED 5 TOPOLOGICAL INDICES SUCH AS RANDIC (X), ZAGREB (M1), SCHULTZ (MTI), WIENER (W) AND BALABAN (J) AND THEN THE RELATIONSHIP OF MENTIONED PHYSICAL PROPERTIES WITH ABOVE MENTIONED TOPOLOGICAL INDICES IS STUDIED. AFTER CALCULATING THE INDICES PREVIOUSLY DEFINED, PARTIAL LEAST SQUARES REGRESSION WAS PERFORMED AND THE BEST MODEL WAS TAKEN AS THE ONE PRESENTING THE OPTIMAL VALUE OF PREDICTION COEFFICIENT, TAKING INTO ACCOUNT THE NUMBER OF DESCRIPTORS USED.ACCORDING TO THE DATA: RESULT 1) THE VALUES OF Q AND HEX MOMENTS DECREASE BYINCREASING NUMBER OF CARBONS AND INCREASING VALUES OF THE X, M1, MTI, W, J INDICES OF THE POLYETHYLENEGLYCOLS. THE LOGARITHMIC OF ABSOLUTEVALUES OF Q AND HEXMOMENTS INCREASE BY INCREASING NUMBER OF CARBONS AND INCREASING VALUES OF THEMENTIONED INDICES OF THE STUDIED MOLECULES. DAND O MOMENTS HAVE NOT GOOD CORRELATION WITH VALUES OF THE X, M1, MTI, W, J INDICES. RESULT 2: LINEAR DIAGRAMS OF Q, HEX, LOGQ, LOGHEX VERSUS THE X, M1, MTI, W, J ARE DRAWN AND THEIR ONE DEGREE EQUATIONS WAS DEFINED AND THE VALUES OF R2 IS CHARACTERIZED FOR THEM. ACCORDING TO THE DATA THE VALUES OF R2 IN LINEAR EQUATION OF Q MOMENT VERSUS THE 4 TOPOLOGICAL INDICES SUCH AS X, M1, MTI, W IS ACCEPTABLE AND IS NEAR TO 1. THE VALUES OF R2 IN LINEAR EQUATIONS OF HEX MOMENT VERSUS THE W, MTI INDICES IS ACCEPTABLE AND NEAR TO 1. THE VALUES OF R2 IN LINEAR EQUATION OF LOGQ AND LOGHEX VERSUS THE 3 TOPOLOGICAL INDICES SUCH AS X, M1, J IS ACCEPTABLE (NEAR TO 1). QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIPS (QSPR) SUBJECTS ARE STUDIED AND THE RESULTS OF QUANTUM CALCULATIONS ARE COMPARED WITH THE RESULTS OF LINEAREQUATIONS OF GRAPH THEORY CALCULATIONS AND THEN IS DEFINED THAT THE VALUES OF THE Q AND HEX MOMENTS HAVE NOT CORRELATION WITH ABOVE MENTIONED TOPOLOGICAL INDICES, BUT THE VALUES OF LOGQ HAS GOOD CORRELATION WITH M1, X INDICESRESPECTIVELY, THEREFORE M1 IS THE BEST INDEX FOR PREDICTING THE VALUES OF LOGQ. AND ALSO THE VALUES OF LOG HEX HAS GOOD CORRELATION WITH J, M1, X INDICES RESPECTIVELY. THEREFORE J IS THE BEST INDEX FOR PREDICTING THE VALUES OF LOGHEX. FURTHER, THE RESULTS OF SUCH STUDIES ARE USED TO GET INTO THE QSPR SUBJECTS.

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Issue Info: 
  • Year: 

    2021
  • Volume: 

    11
  • Issue: 

    43
  • Pages: 

    35-50
Measures: 
  • Citations: 

    0
  • Views: 

    320
  • Downloads: 

    100
Abstract: 

Increasing the problems caused by population density in cities has led the owners to discriminate and solve urban problems. In order to mitigate the dilemmas caused by the unsustainable growth of urban spaces, think tanks have suggested the idea of smart urban growth, urban intelligent growth as A powerful tool in measuring the concentration or dispersion of a city's growth within the framework of the common and ideal patterns nowadays plays an indelible role in the development, transformation and shaping of human settlements, especially cities. Therefore, the purpose of the present research is to investigate the physical-spatial intelligence of urban intelligence using geographic data. The present research is based on the objective of developmental and quantitative analytical methodology based on library studies and spatial data. In analyzing the data of this research, the statistical-graphical methods have been used in the ArcGIS, Excel and GeoDa. The results of the analysis of the indices using the base-based graphic tests show that Khorramabad city has a long way to go with the principles of urban intelligence in terms of selected indicators. This indicates the significant difference between selected indicators and the principles of smart urban growth. The results of basic graphics and graphing tests are in line with each other. In this regard, there is agreement and compatibility between these tests that low degree of aggregation, unbalanced distribution in Khorramabad city, dispersion, cluster, development, and fatigue and the development of disjointed and discontinuous, and in general the growth of horizontal dispersion is superfluous.

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Issue Info: 
  • Year: 

    2016
  • Volume: 

    22
Measures: 
  • Views: 

    174
  • Downloads: 

    51
Abstract: 

IN THIS STUDY, PHYSICAL PROPERTIES OF 10 DIFFERENT TYPES OF AMINOACIDS, C3NON+1NNH5N+2 (N: 1-10) SUCH AS DIPOLE (D), QUADRUPOLE (Q), OCTAPOLE (O) AND HEXADECAPOLE (HEX) ELECTRIC MOMENTS ARE COMPUTED BY USE OF THE GAUSSIAN 09 PROGRAM AT THE HARTREE-FOCK (HF) LEVELS ON 6-311G BASIS SET, AND ALSO THE RANDIC (X), HARARY (H), SCHULTZ (MTI), WIENER (W) AND BALABAN (J) INDICES ARE CALCULATED....

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Issue Info: 
  • Year: 

    2020
  • Volume: 

    43
  • Issue: 

    2
  • Pages: 

    201-213
Measures: 
  • Citations: 

    0
  • Views: 

    310
  • Downloads: 

    205
Abstract: 

The aim of this study was to investigate cloud’ s characteristics and some effective physical indices on rainfall in Mashhad. We initially studied cloudy sky in Mashhad by consulting meteorological yearbook of 1986-2010. Density and prevalence for medium and low clouds as well as density, prevalence and average for vertical clouds (type 2 cumulus and cumulonimbus) were calculated for every month. This study shows that in Mashhad the highest frequency of low and medium clouds occurs in cold and rainy months during winter and spring, while most of the clouds with vertical development occur in spring. We also studied freezing level in clouds in both rainfall and no-rainfall cases, using skew-T diagrams and radiosonde data during 1992 to 2011. The condition considered here was overcast sky. We obtained a regression equation in order to specify role of physical indices (CAPE، SI, K، PWT) in precipitation. At first, rainfall days of Mashhad were extracted from Khorasan Razavi meteorological department archive (1992 to 2011). On these days, six hour rainfall (00 to 06 Z) were determined. Then, instability and physical indices were obtained from radiosonde data of Mashhad weather station. A regression equation was estimated by analyzing the relationship between natural logarithm of six-hour rainfall as dependent variable and instability indices as independent variable. This research determines which relationship between some indices with natural logarithm of six-hour rainfall is nonlinear. Analysis of regression variance shows that regression was significant at 99% level. This means that at least one of the indices has a linear relationship with logarithm of six-hour rainfall. In this equation, due to significant level, CAPE and PWT were removed. Most relationships were found between SI and natural logarithm of six-hour rainfall.

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Issue Info: 
  • Year: 

    2023
  • Volume: 

    13
  • Issue: 

    3
  • Pages: 

    1-16
Measures: 
  • Citations: 

    0
  • Views: 

    302
  • Downloads: 

    16
Abstract: 

A B S T R A C T Tourism as a socio-economic activity plays an essential role in the economic, social, physical, and cultural dimensions of rural settlements in developing countries, which can have significant impacts on rural physical identity. The purpose of this study was to evaluate the impact of tourism on the identity changes of rural settlements in Oraman area of Sarvabad Township in Kurdistan province. Therefore, the present study questions 1. What is the relationship between tourism development and rural identity changes in the study area? What are the most critical factors influencing the physical development of rural settlements? He answers. The present study is a descriptive-analytical based on data collection using a questionnaire. The statistical population of the study consisted of 7 villages located in the Dezli-Hajij communication axis in Oraman District based on population and housing census data of 1395 with 1572 households and 306 households were selected using Cochran formula. One-sample t-test and factor analysis were used for data analysis. The findings of the study showed that tourism development in the sample villages in terms of continuity over time such as housing construction quality (3/67), sanitation (3/39) and land-use changes (3/78) and unity and plurality such as Design and style of housing architecture (3/01) and public transit architecture (3/23) and then differentiation and homogeneity such as proportionality with rural life (3/58) and rurality or location (3/43) have a positive impact on the physical dimensions of rural settlements in the region. The results of the exploratory factor analysis showed that tourism development plays a vital role in the development of rural physical identity in the region. So that the proportion of rural life with a specific amount of 13/6 and 27% of the total variance had the most influence among the factors Extended Abstract Introduction  As an important socio-economic activity in local and regional development, tourism has a high potential for political, social, and economic changes in communities. Scholars widely regard it as the engine of development. Today, rural areas in developing countries face various economic, social, and environmental challenges. Planners need to pay more attention to complementary sectors of agricultural activities such as the development of handicrafts, food industries, and tourism because agriculture is now retreating from its hegemonic position in some rural areas. Therefore, tourism as one of the essential approaches to rural development has multiple effects on the socio-economic dimensions of rural areas. Tourism can play a vital role in shaping spaces, reconfiguring and rebuilding processes, creating new socio-economic opportunities in less-developed rural areas,  and leads to changes in the physical dimensions and physical identity of the villages.   Methodology This study aims to investigate the role of tourism development in the physical identity of  rural settlements located in the Dezley-Hajij road axis in Oraman County (Sarvabad Township- Kurdistan province) in western Iran. This applied study methodology of research was based on analytical– descriptive methods using questionnaires. After the survey of theoretical bases, the questionnaire was set using a Likert spectrum and distributed randomly among the sample. The statistical population of this study consisted of 1572 households residing in the villages of Daraki (Dezli County), Veisiyan and Kamaleh (Oraman County), Belbar, Jivar, Celin, and Novin (Shalyar County), with a sample of 306 was selected by Cochran formula. A questionnaire was further validated by an academic panel of experts in the field of research. Cronbach's alpha determined its reliability, which was up to 0.890 for measured indexes. The data were analyzed by One sample T-test and Factor   analysis tests in the SPSS software package.    Results and discussion To investigate the role of tourism activities in the physical identity change of rural settlements, the research indices in terms of three components of time continuity (quality of constructions, health, and environmental cleanliness and land-use transformations), unity/multiplicity (Landscape of free passages and the type of architectural style), and differentiation/similarity (proportional to rural life and Compliance with the physical environment) were classified. The results of the one-sample t-test showed that assuming numerical utility (3 mean spectra), the components of continuity in time, variance, multiplicity, and differentiation and similarity with numerical mean values (3.62), (3.35), and (3.27), respectively. The effect of tourism development is affected, and the difference is positive and means between upper and lower boundaries. There is a significant difference at the 95% level between the components. Evaluation of the importance of tourism in the physical development of rural settlements from the viewpoint of the respondents using factor analysis statistical test showed that the relevant data according to the KMO coefficient (0.812) is appropriate, and the Bartlett's test is 99% significant. Therefore, 50 variables extracted from the questionnaire were classified into six main factors, namely rural planning and architecture, beautification and environmental hygiene, privacy and road improvement, rural livelihoods, cultural regeneration, and physical security.   Conclusion Findings based on the utility analysis of indicators indicate the positive impact of tourism development on the development of physical identity changes in rural settlements in the study area. Thus, the development of tourism in the villages under study has been able to positively influence the three dimensions of identity, such as continuity in time, unity and plurality, and differentiation and similarity. Therefore, it can be concluded that tourism development due to its social and economic impacts on the villages has also led to changes in rural physical identity. Moreover, hygiene and cleanliness of the rural environment were observed with a numerical mean (3.81) and (3.67), respectively, both of which are indices in the continuity component over time. The results of the data analysis using factor analysis showed that the studied variables had 6% of the total variance in 5% of total variance. Based on the results of this analysis, it can be concluded that tourism development in two factors in terms of continuity in time has the most impact on the physical identity of rural settlements at 41%. Thus, planning and architecture of rural housing with 27% of the total variance and beautification and sanitation of the physical environment with 14% of the total variance have a significant impact on the physical changes and, consequently, the physical identity of the rural settlements. Based on the research findings, the following suggestions can be considered: Strengthening local institutions, such as the Islamic Council and the local managers, in order to promote the use of local patterns in the construction of new instruments to conform to the physical structure and function of the villages in the region; Management of land use changes on the edge of the village in order to prevent unnecessary physical changes in the way of preservation and environmental beauty; Prevent the accumulation of pesticides in public passages due to tourism in the area; Improving public beauties and beautifying them using the social and cultural elements of the region.   Funding There is no funding support.   Authors’ Contribution The authors contributed equally to the conceptualization and writing of the article. All of the authors approved the content of the manuscript and agreed on all aspects of the work.   Conflict of Interest The Authors declared no conflict of interest.   Acknowledgments The authors appreciate to all the scientific consultants of this paper.

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Journal: 

GEOGRAPHICAL DATA

Issue Info: 
  • Year: 

    2018
  • Volume: 

    27
  • Issue: 

    107
  • Pages: 

    13-14
Measures: 
  • Citations: 

    0
  • Views: 

    574
  • Downloads: 

    215
Abstract: 

Introduction: Management of watersheds requires understanding of watershed conditions both in gauged and ungaugedbasins. The classification of watersheds by similarcharacteristics for the implementation of coordinated watershed operations and flood control as well as giving priority to sub-basinsis of great importance. The need for a classifi cation framework in hydrology is not an entirely new subject. In fact, this subject has long been discussed and several studies have also attempted to advance this idea. So far, no acceptedcomprehensive protocol has been presented for the classifi cation of watersheds, and questions can be raised regarding why this has not happened. More efforts must be made in order to develop such a classifi cation. Previous studies have used hard clustering methods more, for the classification of watersheds but, the present study used fuzzy approach as asoft method. In general, the purpose of this research is to focus on the characteristics of the watersheds including morphological characteristics, soil and land use for the identification of similar watersheds. These parameters can facilitate the watershed classifi cation scheme and our understanding ofthe watershed conditions...

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