environmental hydrogeochemistry of groundwater resources of the ravar plain, northern kerman province, iran

نویسندگان

مرجان عبدالهی

کارشناس ارشد رشتۀ زمین شناسی زیست محیطی، دانشکدۀ علوم زمین، دانشگاه شاهرود افشین قشلاقی

استادیار، دانشکدۀ علوم زمین، دانشگاه شاهرود احمد عباس نژاد

دانشیار، گروه زمین شناسی، دانشگاه شهید باهنر کرمان

چکیده

introduction groundwater resources in arid-semiarid zones universally suffer from problems of over-abstraction and declining water tables. in addition to the issues related to quantity, degradation of groundwater quality now assumes major importance in the arid and semiarid regions. in such areas, natural factors such as the low precipitation, combined with high evapotranspiration, result in higher in groundwater composition. besides the natural factors, a range of human related factors might influence the chemical quality of groundwater for this reason, hydrochemical evaluation of groundwater resources, particularly in arid and semiarid regions is of great importance. ravar plain located in kerman province is a typical arid region with high evaporation rate and low annual rainfall. another important feature of this area is abundant of evaporative rock units which are important in terms of quality of groundwater. groundwater is the only source of water for drinking and irrigation purposes in the ravar plain. the present study was undertaken to evaluate the environmental and hydrochemical properties of these resources and to determine the natural or anthropogenic factors influencing on groundwater quality.   materials and methods study area the ravar region with an area of ​​4080 square kilometers, is located in north of ​​ kerman province between longitudes 57°30ˊ56˝e and latitudes 31°30ˊ31˝n (figure 1). the average elevation (altitude) of the study area is 1,170 m above sea level. owing to its proximity to the lut desert, the ravar plain has a typical characteristic of a desert climate that is characterized by low mean annual precipitation (47 mm) and high evaporation rate (approximately 3,766 mm). geologically, the study area falls in the central zone of iran. the geologic  formations exposed in the study area range  in  age  from  precambrian  to quaternary  and  include  sedimentary (chiefly evaporatic in nature), igneous rocks  and  unconsolidated  materials (quaternary deposits).   figure 1. a map showing the ravar plain and groundwater sampling stations groundwater sampling eighteen groundwater samples were collected from abstraction wells throughout the plain (figure 1). samples were analyzed in the laboratory for the major ion chemistry and heavy metals by means of standard methods. the ph and electrical conductivity (ec) were measured using calibrated ph and ec meters. calcium and chloride (cl-) and bicarbonate (hco3-) were also determined using titration method. mg was determined by subtracting the amount of hardness from the ca content. sodium also measured by flame photometry. sulphate (so4-2) and nitrate (no3-) were also determined by gravimeter and spectrophotometer, respectively. total dissolved solids (tds) were computed by multiplying the ec by a factor of 0.65. heavy metals were measured by atomic absorption spectrophotometer (aas) equipped with a graphite furnace. to get a better understanding on hydrochemical mechanisms controlling the groundwater composition, multivariate statistical techniques were applied to hydrochemical data. also, the measured hydrochemical parameters were compared to permissible limits set by world health organization (who) for drinking water purposes. graphical methods were used to analyze the hydrochemical data and to determine the groundwater chemical evaluation   results and discussion variations of major ion concentrations and some physicochemical parameters in the ravar groundwater resource according to the spatial distribution map of ph values, the maximum level of this parameter is observed near the recharge area. toward the discharge area, chloride and sulfate become gradually dominant. ec level also tends to increase from the recharge area toward discharge area in the direction of the groundwater flow path. it seems that high rates of evaporation, followed by dissolution of evaporated minerals are the most important hydrochemical factors controlling the variations of ion concentrations and some physicochemical parameters of water samples. although anthropogenic sources such as irrigation-return flow and leaching of domestic wastewater can increase the content of sulfate, nitrate and bicarbonate in groundwater resources, the effect of natural processes (i.e. evaporation and dissolution of evaporative rocks) on variation of ion concentrations is more obvious and effective. the chemical composition of water samples from the study area is plotted on the piper diagram .according to this diagram, the hydrochemical types of groundwater samples are typically na-so4-cl.   effect of evaporation process on hydrochemical quality of groundwater resources of the ravar plain in order to explore the effect of evaporation on quality of the ravar groundwater resources, the mean of parameters measured in the recharge and discharge areas were mutually compared. as it  was expected, levels of tds, ec and major ions such as sodium, chloride, sulfate, calcium and magnesium measured in the discharge area is approximately 5 times higher than their corresponding parameters measured in the recharge area. therefore it can be concluded that levels of hydrochemical parameters of local groundwater resources are significantly controlled by evaporation process. it can be also possible that some anthropogenic activities might influence on the groundwater quality via irrigation-return flow. however, the impact of anthropic activities on the groundwater composition is negligible when compared to natural process that control hydrochemical characteristics of local groundwater   concentration and origin of heavy metals in groundwater resources of the ravar plain generally, concentration of heavy metals in the groundwater resources of the study area is low and almost all measured metals (except for pb) are within the permissible limits for drinking water. it is also found that anthropogenic sources such as road traffic can be responsible for high concentrations of lead in the some groundwater samples. overall the origin of heavy metals in the groundwater resources can be related to coal-bearing black shales units exposed in the study area. regarding arsenic, it can be inferred that in alkaline prevailing in groundwater, as can be as released and occurred as soluble ions in the groundwater composition   multivariate statistical analysis results obtained from principal component analysis (pca) indicated that investigated metals are grouped into three principal components. the first component, explaining the highest percentage of the total variance, has strong positive loadings on tds, th, ec, so4-2, mg+2, ca+2, no3-, cl- and na+ indicates dissolution of evaporate minerals. this component represents the role of evaporation in variation of groundwater quality. also the first component shows strong negative loadings on pb and se, indicating the same source (coal-bearing black shales) for these elements. the second component is associated with as and ph suggesting that as release are associated with increasing in water ph. hco3 and pb have also strong positive loadings in this component which can explain correlation of lead with ph. the component 3, accounts for 20 % of the total variance, shows strong positive loadings on mn and cd indicating again similar origin for these two elements (coal-bearing black shales). these findings are consistent with the results obtained from cluster analysis.   conclusion evaporation process, followed by dissolution of evaporite minerals are the most important factors controlling the chemistry of groundwater in the ravar plain. anthropogenic activities such as agricultural activities and road traffic are also responsible for high concentrations of some constituents (e.g. nitrate, bicarbonate and some heavy metals) in the groundwater samples. based on the results of t multivariate statistical analysis, the origin of heavy metals in the groundwater resources of the study area is found geogenic (natural), probably related to coal-bearing black shales units in the study area.

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عنوان ژورنال:
محیط شناسی

جلد ۴۱، شماره ۱، صفحات ۸۱-۹۵

کلمات کلیدی
[ ' i n t r o d u c t i o n r n g r o u n d w a t e r r e s o u r c e s i n a r i d ' , ' s e m i a r i d z o n e s u n i v e r s a l l y s u f f e r f r o m p r o b l e m s o f o v e r ' , ' a b s t r a c t i o n a n d d e c l i n i n g w a t e r t a b l e s . i n a d d i t i o n t o t h e i s s u e s r e l a t e d t o q u a n t i t y ' , ' d e g r a d a t i o n o f g r o u n d w a t e r q u a l i t y n o w a s s u m e s m a j o r i m p o r t a n c e i n t h e a r i d a n d s e m i a r i d r e g i o n s . i n s u c h a r e a s ' , ' n a t u r a l f a c t o r s s u c h a s t h e l o w p r e c i p i t a t i o n ' , ' c o m b i n e d w i t h h i g h e v a p o t r a n s p i r a t i o n ' , ' r e s u l t i n h i g h e r i n g r o u n d w a t e r c o m p o s i t i o n . b e s i d e s t h e n a t u r a l f a c t o r s ' , ' a r a n g e o f h u m a n r e l a t e d f a c t o r s m i g h t i n f l u e n c e t h e c h e m i c a l q u a l i t y o f g r o u n d w a t e r f o r t h i s r e a s o n ' , ' h y d r o c h e m i c a l e v a l u a t i o n o f g r o u n d w a t e r r e s o u r c e s ' , ' p a r t i c u l a r l y i n a r i d a n d s e m i a r i d r e g i o n s i s o f g r e a t i m p o r t a n c e . r a v a r p l a i n l o c a t e d i n k e r m a n p r o v i n c e i s a t y p i c a l a r i d r e g i o n w i t h h i g h e v a p o r a t i o n r a t e a n d l o w a n n u a l r a i n f a l l . a n o t h e r i m p o r t a n t f e a t u r e o f t h i s a r e a i s a b u n d a n t o f e v a p o r a t i v e r o c k u n i t s w h i c h a r e i m p o r t a n t i n t e r m s o f q u a l i t y o f g r o u n d w a t e r . g r o u n d w a t e r i s t h e o n l y s o u r c e o f w a t e r f o r d r i n k i n g a n d i r r i g a t i o n p u r p o s e s i n t h e r a v a r p l a i n . t h e p r e s e n t s t u d y w a s u n d e r t a k e n t o e v a l u a t e t h e e n v i r o n m e n t a l a n d h y d r o c h e m i c a l p r o p e r t i e s o f t h e s e r e s o u r c e s a n d t o d e t e r m i n e t h e n a t u r a l o r a n t h r o p o g e n i c f a c t o r s i n f l u e n c i n g o n g r o u n d w a t e r q u a l i t y . r n x a 0 r n m a t e r i a l s a n d m e t h o d s r n s t u d y a r e a r n t h e r a v a r r e g i o n w i t h a n a r e a o f u 2 0 0 b u 2 0 0 b 4 0 8 0 s q u a r e k i l o m e t e r s ' , ' i s l o c a t e d i n n o r t h o f u 2 0 0 b u 2 0 0 b k e r m a n p r o v i n c e b e t w e e n l o n g i t u d e s 5 7 ° 3 0 ˊ 5 6 ˝ e a n d l a t i t u d e s 3 1 ° 3 0 ˊ 3 1 ˝ n ( f i g u r e 1 ) . t h e a v e r a g e e l e v a t i o n ( a l t i t u d e ) o f t h e s t u d y a r e a i s 1 ' , ' 1 7 0 m a b o v e s e a l e v e l . o w i n g t o i t s p r o x i m i t y t o t h e l u t d e s e r t ' , ' t h e r a v a r p l a i n h a s a t y p i c a l c h a r a c t e r i s t i c o f a d e s e r t c l i m a t e t h a t i s c h a r a c t e r i z e d b y l o w m e a n a n n u a l p r e c i p i t a t i o n ( 4 7 m m ) a n d h i g h e v a p o r a t i o n r a t e ( a p p r o x i m a t e l y 3 ' , ' 7 6 6 m m ) . g e o l o g i c a l l y ' , ' t h e s t u d y a r e a f a l l s i n t h e c e n t r a l z o n e o f i r a n . t h e g e o l o g i c x a 0 f o r m a t i o n s e x p o s e d i n t h e s t u d y a r e a r a n g e x a 0 i n x a 0 a g e x a 0 f r o m x a 0 p r e c a m b r i a n x a 0 t o q u a t e r n a r y x a 0 a n d x a 0 i n c l u d e x a 0 s e d i m e n t a r y ( c h i e f l y e v a p o r a t i c i n n a t u r e ) ' , ' i g n e o u s r o c k s x a 0 a n d x a 0 u n c o n s o l i d a t e d x a 0 m a t e r i a l s ( q u a t e r n a r y d e p o s i t s ) . r n x a 0 r n f i g u r e 1 . a m a p s h o w i n g t h e r a v a r p l a i n a n d g r o u n d w a t e r s a m p l i n g s t a t i o n s r n g r o u n d w a t e r s a m p l i n g r n e i g h t e e n g r o u n d w a t e r s a m p l e s w e r e c o l l e c t e d f r o m a b s t r a c t i o n w e l l s t h r o u g h o u t t h e p l a i n ( f i g u r e 1 ) . s a m p l e s w e r e a n a l y z e d i n t h e l a b o r a t o r y f o r t h e m a j o r i o n c h e m i s t r y a n d h e a v y m e t a l s b y m e a n s o f s t a n d a r d m e t h o d s . t h e p h a n d e l e c t r i c a l c o n d u c t i v i t y ( e c ) w e r e m e a s u r e d u s i n g c a l i b r a t e d p h a n d e c m e t e r s . c a l c i u m a n d c h l o r i d e ( c l ' , ' ) a n d b i c a r b o n a t e ( h c o 3 ' , ' ) w e r e a l s o d e t e r m i n e d u s i n g t i t r a t i o n m e t h o d . m g w a s d e t e r m i n e d b y s u b t r a c t i n g t h e a m o u n t o f h a r d n e s s f r o m t h e c a c o n t e n t . s o d i u m a l s o m e a s u r e d b y f l a m e p h o t o m e t r y . s u l p h a t e ( s o 4 ' , ' 2 ) a n d n i t r a t e ( n o 3 ' , ' ) w e r e a l s o d e t e r m i n e d b y g r a v i m e t e r a n d s p e c t r o p h o t o m e t e r ' , ' r e s p e c t i v e l y . t o t a l d i s s o l v e d s o l i d s ( t d s ) w e r e c o m p u t e d b y m u l t i p l y i n g t h e e c b y a f a c t o r o f 0 . 6 5 . h e a v y m e t a l s w e r e m e a s u r e d b y a t o m i c a b s o r p t i o n s p e c t r o p h o t o m e t e r ( a a s ) e q u i p p e d w i t h a g r a p h i t e f u r n a c e . t o g e t a b e t t e r u n d e r s t a n d i n g o n h y d r o c h e m i c a l m e c h a n i s m s c o n t r o l l i n g t h e g r o u n d w a t e r c o m p o s i t i o n ' , ' m u l t i v a r i a t e s t a t i s t i c a l t e c h n i q u e s w e r e a p p l i e d t o h y d r o c h e m i c a l d a t a . a l s o ' , ' t h e m e a s u r e d h y d r o c h e m i c a l p a r a m e t e r s w e r e c o m p a r e d t o p e r m i s s i b l e l i m i t s s e t b y w o r l d h e a l t h o r g a n i z a t i o n ( w h o ) f o r d r i n k i n g w a t e r p u r p o s e s . g r a p h i c a l m e t h o d s w e r e u s e d t o a n a l y z e t h e h y d r o c h e m i c a l d a t a a n d t o d e t e r m i n e t h e g r o u n d w a t e r c h e m i c a l e v a l u a t i o n r n x a 0 r n r e s u l t s a n d d i s c u s s i o n r n v a r i a t i o n s o f m a j o r i o n c o n c e n t r a t i o n s a n d s o m e p h y s i c o c h e m i c a l p a r a m e t e r s i n t h e r a v a r g r o u n d w a t e r r e s o u r c e r n a c c o r d i n g t o t h e s p a t i a l d i s t r i b u t i o n m a p o f p h v a l u e s ' , ' t h e m a x i m u m l e v e l o f t h i s p a r a m e t e r i s o b s e r v e d n e a r t h e r e c h a r g e a r e a . t o w a r d t h e d i s c h a r g e a r e a ' , ' c h l o r i d e a n d s u l f a t e b e c o m e g r a d u a l l y d o m i n a n t . e c l e v e l a l s o t e n d s t o i n c r e a s e f r o m t h e r e c h a r g e a r e a t o w a r d d i s c h a r g e a r e a i n t h e d i r e c t i o n o f t h e g r o u n d w a t e r f l o w p a t h . i t s e e m s t h a t h i g h r a t e s o f e v a p o r a t i o n ' , ' f o l l o w e d b y d i s s o l u t i o n o f e v a p o r a t e d m i n e r a l s a r e t h e m o s t i m p o r t a n t h y d r o c h e m i c a l f a c t o r s c o n t r o l l i n g t h e v a r i a t i o n s o f i o n c o n c e n t r a t i o n s a n d s o m e p h y s i c o c h e m i c a l p a r a m e t e r s o f w a t e r s a m p l e s . a l t h o u g h a n t h r o p o g e n i c s o u r c e s s u c h a s i r r i g a t i o n ' , ' r e t u r n f l o w a n d l e a c h i n g o f d o m e s t i c w a s t e w a t e r c a n i n c r e a s e t h e c o n t e n t o f s u l f a t e ' , ' n i t r a t e a n d b i c a r b o n a t e i n g r o u n d w a t e r r e s o u r c e s ' , ' t h e e f f e c t o f n a t u r a l p r o c e s s e s ( i . e . e v a p o r a t i o n a n d d i s s o l u t i o n o f e v a p o r a t i v e r o c k s ) o n v a r i a t i o n o f i o n c o n c e n t r a t i o n s i s m o r e o b v i o u s a n d e f f e c t i v e . t h e c h e m i c a l c o m p o s i t i o n o f w a t e r s a m p l e s f r o m t h e s t u d y a r e a i s p l o t t e d o n t h e p i p e r d i a g r a m . a c c o r d i n g t o t h i s d i a g r a m ' , ' t h e h y d r o c h e m i c a l t y p e s o f g r o u n d w a t e r s a m p l e s a r e t y p i c a l l y n a ' , ' s o 4 ' , ' c l . r n x a 0 r n e f f e c t o f e v a p o r a t i o n p r o c e s s o n h y d r o c h e m i c a l q u a l i t y o f g r o u n d w a t e r r e s o u r c e s o f t h e r a v a r p l a i n r n i n o r d e r t o e x p l o r e t h e e f f e c t o f e v a p o r a t i o n o n q u a l i t y o f t h e r a v a r g r o u n d w a t e r r e s o u r c e s ' , ' t h e m e a n o f p a r a m e t e r s m e a s u r e d i n t h e r e c h a r g e a n d d i s c h a r g e a r e a s w e r e m u t u a l l y c o m p a r e d . a s i t x a 0 w a s e x p e c t e d ' , ' l e v e l s o f t d s ' , ' e c a n d m a j o r i o n s s u c h a s s o d i u m ' , ' c h l o r i d e ' , ' s u l f a t e ' , ' c a l c i u m a n d m a g n e s i u m m e a s u r e d i n t h e d i s c h a r g e a r e a i s a p p r o x i m a t e l y 5 t i m e s h i g h e r t h a n t h e i r c o r r e s p o n d i n g p a r a m e t e r s m e a s u r e d i n t h e r e c h a r g e a r e a . t h e r e f o r e i t c a n b e c o n c l u d e d t h a t l e v e l s o f h y d r o c h e m i c a l p a r a m e t e r s o f l o c a l g r o u n d w a t e r r e s o u r c e s a r e s i g n i f i c a n t l y c o n t r o l l e d b y e v a p o r a t i o n p r o c e s s . i t c a n b e a l s o p o s s i b l e t h a t s o m e a n t h r o p o g e n i c a c t i v i t i e s m i g h t i n f l u e n c e o n t h e g r o u n d w a t e r q u a l i t y v i a i r r i g a t i o n ' , ' r e t u r n f l o w . h o w e v e r ' , ' t h e i m p a c t o f a n t h r o p i c a c t i v i t i e s o n t h e g r o u n d w a t e r c o m p o s i t i o n i s n e g l i g i b l e w h e n c o m p a r e d t o n a t u r a l p r o c e s s t h a t c o n t r o l h y d r o c h e m i c a l c h a r a c t e r i s t i c s o f l o c a l g r o u n d w a t e r r n x a 0 r n c o n c e n t r a t i o n a n d o r i g i n o f h e a v y m e t a l s i n g r o u n d w a t e r r e s o u r c e s o f t h e r a v a r p l a i n r n g e n e r a l l y ' , ' c o n c e n t r a t i o n o f h e a v y m e t a l s i n t h e g r o u n d w a t e r r e s o u r c e s o f t h e s t u d y a r e a i s l o w a n d a l m o s t a l l m e a s u r e d m e t a l s ( e x c e p t f o r p b ) a r e w i t h i n t h e p e r m i s s i b l e l i m i t s f o r d r i n k i n g w a t e r . i t i s a l s o f o u n d t h a t a n t h r o p o g e n i c s o u r c e s s u c h a s r o a d t r a f f i c c a n b e r e s p o n s i b l e f o r h i g h c o n c e n t r a t i o n s o f l e a d i n t h e s o m e g r o u n d w a t e r s a m p l e s . o v e r a l l t h e o r i g i n o f h e a v y m e t a l s i n t h e g r o u n d w a t e r r e s o u r c e s c a n b e r e l a t e d t o c o a l ' , ' b e a r i n g b l a c k s h a l e s u n i t s e x p o s e d i n t h e s t u d y a r e a . r e g a r d i n g a r s e n i c ' , ' i t c a n b e i n f e r r e d t h a t i n a l k a l i n e p r e v a i l i n g i n g r o u n d w a t e r ' , ' a s c a n b e a s r e l e a s e d a n d o c c u r r e d a s s o l u b l e i o n s i n t h e g r o u n d w a t e r c o m p o s i t i o n r n x a 0 r n m u l t i v a r i a t e s t a t i s t i c a l a n a l y s i s r n r e s u l t s o b t a i n e d f r o m p r i n c i p a l c o m p o n e n t a n a l y s i s ( p c a ) i n d i c a t e d t h a t i n v e s t i g a t e d m e t a l s a r e g r o u p e d i n t o t h r e e p r i n c i p a l c o m p o n e n t s . t h e f i r s t c o m p o n e n t ' , ' e x p l a i n i n g t h e h i g h e s t p e r c e n t a g e o f t h e t o t a l v a r i a n c e ' , ' h a s s t r o n g p o s i t i v e l o a d i n g s o n t d s ' , ' t h ' , ' e c ' , ' s o 4 ' , 2 , ' m g + 2 ' , ' c a + 2 ' , ' n o 3 ' , ' c l ' , ' a n d n a + i n d i c a t e s d i s s o l u t i o n o f e v a p o r a t e m i n e r a l s . t h i s c o m p o n e n t r e p r e s e n t s t h e r o l e o f e v a p o r a t i o n i n v a r i a t i o n o f g r o u n d w a t e r q u a l i t y . a l s o t h e f i r s t c o m p o n e n t s h o w s s t r o n g n e g a t i v e l o a d i n g s o n p b a n d s e ' , ' i n d i c a t i n g t h e s a m e s o u r c e ( c o a l ' , ' b e a r i n g b l a c k s h a l e s ) f o r t h e s e e l e m e n t s . t h e s e c o n d c o m p o n e n t i s a s s o c i a t e d w i t h a s a n d p h s u g g e s t i n g t h a t a s r e l e a s e a r e a s s o c i a t e d w i t h i n c r e a s i n g i n w a t e r p h . h c o 3 a n d p b h a v e a l s o s t r o n g p o s i t i v e l o a d i n g s i n t h i s c o m p o n e n t w h i c h c a n e x p l a i n c o r r e l a t i o n o f l e a d w i t h p h . t h e c o m p o n e n t 3 ' , ' a c c o u n t s f o r 2 0 % o f t h e t o t a l v a r i a n c e ' , ' s h o w s s t r o n g p o s i t i v e l o a d i n g s o n m n a n d c d i n d i c a t i n g a g a i n s i m i l a r o r i g i n f o r t h e s e t w o e l e m e n t s ( c o a l ' , ' b e a r i n g b l a c k s h a l e s ) . t h e s e f i n d i n g s a r e c o n s i s t e n t w i t h t h e r e s u l t s o b t a i n e d f r o m c l u s t e r a n a l y s i s . r n x a 0 r n c o n c l u s i o n r n e v a p o r a t i o n p r o c e s s ' , ' f o l l o w e d b y d i s s o l u t i o n o f e v a p o r i t e m i n e r a l s a r e t h e m o s t i m p o r t a n t f a c t o r s c o n t r o l l i n g t h e c h e m i s t r y o f g r o u n d w a t e r i n t h e r a v a r p l a i n . a n t h r o p o g e n i c a c t i v i t i e s s u c h a s a g r i c u l t u r a l a c t i v i t i e s a n d r o a d t r a f f i c a r e a l s o r e s p o n s i b l e f o r h i g h c o n c e n t r a t i o n s o f s o m e c o n s t i t u e n t s ( e . g . n i t r a t e ' , ' b i c a r b o n a t e a n d s o m e h e a v y m e t a l s ) i n t h e g r o u n d w a t e r s a m p l e s . b a s e d o n t h e r e s u l t s o f t m u l t i v a r i a t e s t a t i s t i c a l a n a l y s i s ' , ' t h e o r i g i n o f h e a v y m e t a l s i n t h e g r o u n d w a t e r r e s o u r c e s o f t h e s t u d y a r e a i s f o u n d g e o g e n i c ( n a t u r a l ) ' , ' p r o b a b l y r e l a t e d t o c o a l ' , ' b e a r i n g b l a c k s h a l e s u n i t s i n t h e s t u d y a r e a . 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