17
/ / ! "# $"# / %&’ ()*+ ,-. /01’ ,2 034’ 5! ,"’ 0 6!7 MODIS 034’ 58 .93 :" * ; < 5 ,<= >35? >35? ; .@ 5 37 ’0 > ( ) : / / : / / ( 5A# 3 B0 A : C DE . F-. 0% 5! . 3 5H 0 6!7 DE I JK? 0K K. K DE K 00 E >L’ > 0 5 . E0 DM !. D. >N’ 0 6!7 E %2 3 DE : 3 B0 I J? 3O?5 5 & J , D&H 53E . P ;B0K DM K!. D. ,2 0 KQ%N K ,KR J 5! "7 , P >3 0S 5K. B0K 5K!7 T@K ,%7 637 , . . UK’ T@K >K3 5K 63K7 0K 0 P Q% V 6W 0 % / X 0 . 034’ MODIS ,K JK8 $K? 0%" ) Z[\ 0% ( ^ _ >3 0 0% 5. 5’ 5W 034’ 0’ 3 9 5. 0 NOAA 5! . J > , 034’ 0 6!7 ,-. ,"’ 0 ‘-2’ >3 MODIS a=! NDSI 5! Q% . 3 A A B0 b@ 637 5 /c , 6d7 >3 >30 ;J ,-@ T@ 0 I ,-@ Q’ 8 5 ) DEM ( U W3 X ,K< K K0 B0 b@ /01’ ;^! J"< 034’ eQ’ ;/0H f3’ 3 034’ , MODIS , 3 . < / 3 K9 034K’ 0 , ;5. 0 5E J . 0 _ >35 [ 5Q ghiZ B0K 5K!7 T@ P >3 ^ 034’ , E0K X 530 j 034’ ,&3- , Q% P J2V % ; 53L’ X 530 . O 5 : ,-. ;B0 0 5!7 T@ 034’ ; 6W ;B0 5!7 T@ /01’ ;B MODIS K0. a=! ; 5! 0 :3’ ) NDSI ( ,5- !" # $% &’( )!*+, -./* 0," 1 2 # 34!" 567 #.(1 )!*+ )!*+, -8 9: ( ) .( <: $=> * % <*@ *A 3BC*% -D8*+ ) # ," -% 2 )!+, -./ 0 !+ . 91!ED4 * 2* -F’*( BCG )8: # * 34 H #*I, * 9* JK* $% -L ) ( . -@(=+,: 1 3(=+ <.M N@ *A # -*% #OD’% 9PC8 1 -8.M 0Q A * !*== R !* H-@SI * 2 R *( 01*T . * 0",/*U V *W - -*BX 1 -*8.M 1 #*@1 0*Q * 2* 31 -*% JK* -*8.M 0!*% !*=. 0*Q *G ) ( . Y*.Z **A <**@ 9:,L **A -.**" [**E=% 2** -D8**+ ) \4 9** . [% !+ -(=+A ]( 9,^L@ 1 B( HL@ H!+ _=+A Y # " )‘L@ H-OEa [=% )!WL@ H9 3SP" -BO= * : -W@1BWD C H0EW% 5,bC% : [email protected] Downloaded from jcpp.iut.ac.ir at 9:25 IRST on Wednesday November 4th 2020

6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

  • Upload
    others

  • View
    1

  • Download
    0

Embed Size (px)

Citation preview

Page 1: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /��������� /�� !"# � $"# �� /�%&�' ()*+

���

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �

MODIS���� �� 03�4' 58� �

�.93�� ��:"�*;� < 5�� ,<��= >35?� >35?�;�.@�� 5�����37� ��'�0� >���(

)���� �� :��/�/������� �� :�/�/��(

�5�A#

3 B0�A:� ��� �� ��CDE�� �.� F-. 0%��� �� 5!� .3 ��5H ��0� 6!�7 ���� DEIJK�?�� �0K� �K�. ���K� DE �� ��� K�

�0��0� �� �� ���E � ������� >��L' >��� �0 �5.���E0� D�M �� �!. D.��� >� N' � ��0� 6!�7 ��E ��%2� 3 � DE ��:��

3 B0�IJ�?�� �� 3O�?��5�� �5 � �&J,� � �� D&H 53E .P�� ;B0K� D�M �� �K!. D.��� ,��2� �0� �KQ�%N� K� ,KR��� �

J�� �5! �"��7�� ,�P�� >3� 0S 5K.��� B0K� �� �5�K!�7 T@K� ,%���7 637 ,� ��. � .UK��' T@K� >K3� ���5K� 63K7 ���0K��

���� ���0� ������ � P�� �� ��Q%�� � � � V ��� �� 6W� 0� �%�� � �� /�� X�0� .������ 03�4' �MODIS ,K� JK8� $K�?�

0%"� ����)Z[\0%� (^�� ��_� >3� �0� 0%��� �5.� ��5�' ��5W� 03�4' �� 0' 3� �95.� 0NOAA�� 5!� .�� J�� >� � ,�

03�4' �� ��0� 6!�7 ,�-. ,�"' �0� `�-2' >3�MODIS a=! �NDSI5! ��Q%�� .3A� ��� �AB0� b�@� 637 �� �5 � /c ���

,� 6��d7 >3� �� >3�0�� ;J�� ,-@� T@� ���� 0��� I,-@� ��Q'�� ���8� �5� )DEM (� U���� �W3� �X,K<�� �K�� ���K�0

B0� b�@� /�0��1' ;^�! J"< 03�4' � eQ'�� ;/��0H f3�' �� ��� �3��03�4' ,MODIS,� 3 ���. ��<�� /���3�K903�4K' 0

,� ;5.��� 0�� 5�E J�� .��� �0� ��_� >35�[5Q�� ghiZ �B0K� �� �5�K!�7 T@� P�� >3� �� ��� ^�� 03�4' ���� ,���E0K�

X53�0�j� 03�4' � ,&3-� �� ,���Q%�� ���� P�� J2V � �%��� ��;5�3L' X53�0.

�O�� � 5��� :,�-. ;B0� 0� �� �5�!�7 T@� � 03�4' ;��� �� 6W� ;B0� �� �5�!�7 T@� /�0��1' ;BMODIS �K�0. a=! ;

�5!��0� :3 ')NDSI(

,�5-�

�� ���� !"� #� $�%� &'( �� �� )!�*+,� -./*� 0,"

1 2��� #� 34!"� 5�67 #.�(1 )!*+ )!�*+,� -8�� 9�:

�(�)�.(<:$�=> �� ��*�� %<�*@ *A3�BC*%� � -D�8*+ )�

#� ," -% 2�� �� )!�+,� -./� 0!+�� .91!�ED4 ��*� 2�*�

-F'*( ��BCG )��8: #� ��*�34H#*I�,� �*� 9��*� ��JK*

��� $�%� -L�� )��(.-@�(�=+�,: 1 3�(�=+ <�.M� �N@ �� *A #

-*% #OD�'% � 9�PC8 � 1 -8�.M� 0����Q A* � !*==R!*�

��� H-@�SI * 2��R�*(� 01�*T .��*� 0��",/*U

V��**W--**BX 1 -**8�.M� 1 #**@��1 0��**��Q �**� 2�**� 31�

-*% ��JK* -*8�.M� 0!*% !*=.� 0��*��Q ���*G)�(.Y*.Z� �

**A<�**@ 9�:,L **A -.**"� [**E=% 2�**� -D�8**+ )�\49��**�

�.[ �% !+� -(�=+�A ]��( 9,^L@�� 1 ���B(� H��L@�� H!+� _�=+�A Y� � #� " )�`L@�� H-O�Ea [��=% )!WL@�� H9��3�SP"� -BO=

*:-W�@1�BWD� �C� H0�E �W% 5,bC% :[email protected]

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 2: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

���

��D�O� H9��/BM� 9�: �+,� �*S@4 #O*(, 1 !*+ 1 -c�8BI�

-% !+��)��(.-��� �+,� 5��O% \4�1!X Rd,( �,% \4

���@�7� A-% $�%K 3�SI �(� �( � � 9�1�L A!=)ef(.�

<�@ -D�8+ ]a�=% �BL�� A-D�8+ )� 1]a�=% 42�*� \�*@�1 H-gD

<:���!X -�� A#NFD �h 9���� ��JK <: 1R-�� <S% �7�

-% #@��D�( !+��)fi(.2�� \1jH�*U �*�,a k\4 )�*�Uj 1

#**>�� \4 [��**=% 1 -**=�%� �**� #**@�U�1 1 �**: $�%K** � �**:

-% A!=)el(.\4 )��Uj H 3�BC%� � �C, \�I 9��� 2��

0�!�D, 9��� 34 -�4 9m�@� n�*F% � 1 9���4 1-gB*(� 9�*:

$8S� o,p( �� 9��G,.I 9��� ��*� -*��� 9�*: 91�*T 34

-% !+��)��(.��*(�� �� 9��G,.I qc�� o�p@ -rO� � 2��

-% �,+.#�#*� 5�*h% 3�,*=c 5,/*F% �� -L*7� $B*+��G 9�*I

A2�*� $BU�!*@� #. #� qc�� 3�BC%� -a � $�%� � 9�1�L

��,a 1 )!+ q*c�� 2�*� \1j ]*�a �� $�*%� #� )!+ ��1

�**U 0�j -G!=EC**>k)!**��G [@�**% 1���**U ��**(��k

-% �,+)��(.1 2�*� �� )!�*+,� &'( ��!B%� � 2�� �%�7T

34 �** �!**p%**A�**U &'**( #k-**% � 0�**�X 9��**� H!@�**+,�

#� )!@� 0��,I,% n�F% � s,/U -*% <S% �!@, 9�: !*+��.

T1 2�*� �%�7 -*Gt1 9�*: 9,*@ H34 5�*O� ���* �!*p%

(,B�=� � VBA��� 5�B=.- ," � -��� �+,�A[*M,% � #

Y(�=%�@ �,+ #B+��G 9�I �� -% #@u [@�% !@�, 3�G!*@�� 9��(

)!**+ 1�**L** W2�**� 3�**�% )!**+ v��**U 1k�**> [@�**% �9

�% �O�8I �� 1 )!+ 3�,G vh% -@����S>W�1�GdV�@� ��JK* �:

-% ���G)�(.(�Wv)!*@� 0��,*I,% �� 9��!*O -G!*@� 9�*:

2�� 1 )�,� 2�� #� #BC��1Rvw�X 3��% 9m�@� 0����Q 9���

�(� -:��G �+,� 1 �PC8 �)ee(.&'( #B(,�� ��� $����=�

� H-**8�.M� 0�**OD�'% �**N@ �� 2�**� �� )!�**+,�Am,**D,W1 -

m,D1!**�:W)t**1 �**�8:� -��� 9� .�A�1 �**h 9�**:A�4!**%

-(�� #*� 1� )� �� ��� H-��� �+,� -@�%� 0����Q #.�*(1

-% )�,:�% !=+��)ex.(V�� 0��",/*U #@�B7E+,U *W H2�*� -

8% � 1� �� �^=( �� )��PB(�W�(� #BU�( $)ex.(

#**� �� )��PB**(� H�**�`��� &'**( d1�!**% ��**� #**� ��**�@ v**�D�

)�,:�% -�:A�*S@4 �1�/* �L*G��� )1� #A�*(� )�* ,)y(H

@�% !=NOAA * �� )��� 9�(!=> $B+�� �� R1 �1 � #*p'=%

)MODIS(Moderate Resolution Imaging Spectrodiometer ��

**R** �� )��� 9�**( R�!**X �**+�G �� z**� #**p'=% A�h

�***(� 5,***8O% H�1 1� .)!=^=***(MODIS �***� #C***�p% �

)AVHRR(Advanced Very High Resolution Radiometer

P 0!MW�R%�9�BL*�� -*P�a 9�:!*@�� 1 #B*+�� 9�BS� -=�

P $8T � 1 ���W�Rd�*^@� �BS� )!=^=( $� �1�/ � ���

-% � �.c $�8: #� H���GR�*N@ �� 2�� 1 ��� 9��� �,/

P W�RL% )�,:�% $� �� WvA-*% ��*� 9�B8 !*4)l.(� �*%�

2�*� �� )!�*+,� &'*( d1�!% ��� H#p'=% 3�,� 9��� 0,"

#� )�,:�% #.�(1 %� 9��� ��Z 9�:W3�-8@ ��� !+��)y.(

A8:1 ${W3�� #Lp@ �� v"�X 2�� 9�:MODIS#Lp@ �� � #�S 9�:

�% n(, )!+Am,D1!�: 1� �� � =̂( VW�%4 -.% -W�)National

Operational Hydrologic Remote Sensing Center(Hd�@ ��

9�/BU�NOHRSC(�u�� � H\4 �!@��G, ��G

)RioGrande(�(� #^�B@ $� #� 1 !@��� ��M #C�p% �,%

!=B��A#Lp@ $� 1� �: #9�'U 1 )!+ �JKB% 9��� n��+ �� �:

-% ��� �,I1 �S@4 1� �: � -."� !+�� .<:-% )�+� $�=> A!==

A#Lp@ #�� )!+ #�S 9�:MODIS #� �EC@ 9�BS� �M�

#Lp@ 9�:NOHRSC�� !@)e|.(�A8: 1 ,�W3�� �� )��PB(� �� H

)�,:�% �1�/ 9�MODIS V�7�4 )�,X � A,(��)Karasu (

� A#Lp@ �� � 2�� �� )!�+,� &'( #Lp@ H#� �� v"�X 9�:

)�+� 1 )�,8@ #C�p% -=�%� �+����A)�� !@�A-."� �.c #

�(� -��� )1� 5,a � #p'=% 3�,� 9��� 0��{BU�)}.(

����=� 9��,% � $A#Lp@ #� ���@ #-��� �+,� #B(,�� 9����

-% �� H!+��!-p�a #� ~,'( $� 0����Q �14���,+ .

#Lp@ 3��� � #@�P(KB% #� -��� ~,'( �� 9���� ��� #=V: v�D�

-% 0," s�U 0�OD�'% � �S= 34 ���G .���� #� #I, ��

)�,:�% �1�/ #@��1 9�MODIS(, %��( n*r� 3�*-�

#Lp@ H3��� #� �EC@ �1�/ $� �� )��PB(� �� 2�� 9����

#Lp@ c 1 -=�%� 9����Wz�� <:1 )�,� #��" #� <: -�,: 9�:

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 3: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

$A!(.,�?@� ���� ,-@� �3���01< J��8��

���G !:�,U 0," 9�BL�� �c�(.�!*B�� � ]*�pF $� �

#� )�,:�*% �1�/ #.�(1 9�MODIS �1 �*� 1d,*(�% 9�*:

#� ��S@ � 1 !@!+ #�S -��� �1�/ A8R�*%� #*@��1 �*%4

-��� ~,'( $� 0����Q �14�� #� � H!@!+ A8R0����Q $�

���G �C�% -��� ~,'( $� #B(,�� ���.

���� �P���

,�?@� ���� ,-@� #OD�'% �,% #p'=% �1 )!*=�� !( V�7�4 )�,X -*% *+�� !*A#�

�)�1!F% ���� � � ����� �1 -M�+ 5,a ��������* ������

�(� )!+ [M�1 -D�8+ ��c)+Wv�(.�X�C%AV�7�4 )�,X v

�1 )!*=�� !(�� A34 n�*F% 1 [*��% �B%,*.��� A�B%,*.�

�(�.�!*X 0�*c�P � $�*� �1 )!=�� !( V�7�4 )�,X A�h����

vM�!X 1 -��Z \,=I � �B%���� ��M �B% ��� Hn(,B% ��P �

)�,X���� �(� �B% .�/��0�*c�P � $�� )�,X �X�C% !"�

� ����� 1 �B% �/�0�*c�P � $�� !"� ������ �*B%

�(� [M�1.#@�U�1 �:9)�,X $� <S% H-.*"� #U�+ 1 3�^({�

�1 )!**=�� !**(!=BC**:A1 #B**(,�� <**: #**� #**@�U�1 1� $**� #

=�� #@�U�1 L � �1 )!W-% v� !=:� .� -G!@���(��( #p'=%

#*� �*(� 01�PB% 9,*a *A1 ��*`.> -*=O -*��Z \,*=I � #

A�1!X � �@�:,�� -.�% )� -*=O \�*Z 5�8*+ � H�*B%

A�1!X � �7 )� 1 3�!=8� -.�% �1!*X � ��+ � 1 �B%

� �(� �B8.�% .� !*=@�8: V*�@ -G!*@�� <mA�*� o�*p@ �*h 3�

#@��B!% �*U�1� �* �*S% $�*� ��*� <*Nc� �*7� -=O �(� 9�

-% � �LSE�� !:�)�(.

`�-2' P��

�*+,� �`� �� #C�p% � #*� 2�*� $�*%� -F'*( 9�*: #.�*(1

-% V�8B% ��",/U1� �,+ .1 -w�% �7�� !!+ \� ��� H51�

)�8+ !@��}\� ��� Hd1� 1AV*%�M 31��% � <*�V@R!*@�� �*

)�8+�)ex(.�� 2�*� 9��(�!I 1 #E(�F% 9��� 1���",/*U

�%A,-%�CI )�S� 3�, A#� ��A-*P�a Y*�H%�*W0�*�.8c 3�

A�,U �{%�A$��O 9��� #��" �� 1 � �+,� #� 2�� -% �,I1 !4 .

� A�,% 5,a �� V%�M 31��% \� ��� 1 -w�% \� ��� Y�A� )�* ,

5�%�@ �U�+ )!+ #*� -��� V�8 *A-*% � 1�.�� �U�*+ $*�

]�a�� #'��-% #E(�F% �,+)ex.(

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 4: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

���

!A$l.��0� :3 ' ��0. a=! �� $9< 0�mL')(n(

]e[MODIS MODISNDSIMODIS MODIS

−=

+4 64 6

#***� ,***aA#***� 2�***� -***. 9u�***� ���***p% #.�***(1

NDSI )Normalized Difference Snow Index (�**`� ��

-% V�8B% -=�%� ~,'( ���G .�� 9��(�!I �WvCH -*��� 9�:

9���p%A#NDSI 91�C% � � u�� }/i#� H!@�� � 2�� 3�,=c

-% #B��G�N@ !@,+)e}1e�(.v`=I #� �: #�*( v�D� � $BU�!*@�

�,U�� #� 1v�D�A0," �:� *A �*% �U�*+ �CA,q*c��

-% H �S@4 � 2�� �+,� H!@,+NDSI A�� �B8}/i!+�� #B+�� .

3�8: #@,GA� #+Wvf-% )!� �*@ )�*� o�p@ �,+ *A � #

+W)!*+ �7L% v-*��� �*+,� 9��� -*.`=I ]a�*=% H!*@�

-% !=+��A]a�=% $� � #NDSI A�� �B8�/ 1NDVI �� �BL*��

�(� �P")e}(.

#� L*% $*� ~{*"� ,N=%W-*% -*.`=I ]a�*=% � v3�,*

�U�+NDSI �*� � NDVI� A�,*8@ Y*�.0,*" $*� �

-pa�=%A#NDSI A�� �B8}/i-D1 !@�� NDVI !*@�� -GV�

)�P" �� � u�� (-%#*� !=@�, ]a�*=% � -*��� �*+,� 3�,*=c

#� -.`=I A!@1 �)ex(.2�a�� �`� �1A3��%LW�,*� v

!@�� �� )��PB(�|#�!@�� 9�I��(� 0�E(�F% � .!@���#��v�D

)!+ \�7B@� ��� $��O � #p��( �(� #*@,G �� 9��!*O �%� 9�*:

#� -.`=I 3�VU s,/UA)!== !@�� � -u�� \� ��� �:�!@�� .

-*% q*c�� �*%� $� �!*p% �,*+NDSI $��*� !*4.*�#$�*8:

!@�� �� )��PB(��a�U|-% !@�, R!+�� -X{"� �1 .1� �*%�

�!@�� �� )��PB(� 9��� ���|1��� �,I .51�$� A#���p%NDSI

!**@�� 9��**�|v**`=I -**.�U 2�**� �� )!�**+,� -**a1�7% 9�**:

�V@R-% 2�� 31!� n��+ #� � d1� 1 !+��$� A#!@��|��*�@

#@�B(4 �!p% �!^% #E(�F% #�NDSI ��� )e}(.

�� ��Z #�NDSI #*pEa 9��*� �`� ��O% 1� �� 2�*� 9!*=�

-% )��PB(� �,+)e}Hex1ff(.

e�!**@�� ]**.'% \�** ��� f�� � u�**� ee%H9��**� �**�O% $**�

V�@ \4 ��� �(� d�u \4 �� 2�� 9��(�!I NDSI �� �BL*��

}/i��� .

��!@�� \� ��� �91�C% 1 � u�� � %H��+� v%�c $� �� R

-% �!I �� 2�� !X�1 � 9!=� #pEa �� � $*� !*=>�: H���*(

��+��NDSI ��� � u��/ !+�� #B+�� .� ��A$*� �,*8^% Y*�

v%�c �:#� �1�/ v!E 1 1 �P" 0,"R�1�/ \�T 1

�W�`!��WvC#� �� 2�� 9�: -% �!I -BX� �,+.

)�,:�% �1�/ #�S �� z� ]�pF $� � 9�MODIS !M��

9��� ���R)��%4 1 -��� v/� #*� H�1�/* $*� 9��(A*8R

**+ �U�NDSI !**@�� �**�O% 1� 1�!**@�� 1��� H**WvC9�**:

� o�0� 6!�7 p���� o�9< `��NDSI<0.4

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 5: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

��5<(.f3�' �(nX�5! ���� P�Q� �j

)�8+

�G 12345678910111213gq

��

f�/ei/

el�f

e/ee/

el�f

ey/ee/

el�f

fe/ee/

el�f

e/ef/

el�f

x/ef/

el�f

ei/ef/

el�f

fe/ef/

el�f

f�/ef/

el�f

f|/ef/

el�f

e/e/el�l

�/�/����

�/e/el�l

�/e/el�l

2�� #� 1 !@!+ �!I ��A*8R�� )!�*+,� &'*( �1�/* �*S@4

#� 2�� !%4 �(� .#�,N=%�14�� 2�*� ~,'*( 0����Q � ��

)1� )�`BC� �%4 �� H�,/ !M�� 9�: � �,I,% -(�=+�,: 9�:

!+ )��PB(� #p'=% .Y� � $!�A3,�*(�G 0u��*O% �!B�� � #

��% $*� 5�8c� �� 1 !@!+ ���7B(� ��P � 1 -�%� 9�:�B%��� 3

-c�P � -%,M 5!% � n��1 )DEM ( �,% )1� 9��� H#p'=%

#� #@��1 0��X #I� �1�/ -(�� !@!%4 �(� .#*( zg(

��� !M�� -D�,B% 2�� �� )!�+,� &'( �,/ A�1�/ V�D�@4 �� #

MODIS #.*"�� � 1 !@�,� )!+ #�S -*��� ��*� �*S@4 3�*�%

!@!+ \�7B@� H�,� )��B���@ ��P � .d1� �,/ A1 !+ #B+��G �=

<�Cp �� Y�*+ �SI 1 Y�+ H-c�P � 9�:!X�1 #� #p'=% 9!=�

#� 1A8RH#@��1 0��X #I� �1�/ �14�� 0��*��Q 9�*:

d�*^@� d,( 1 51� �,/ -@�%� #."�� � 2�� �� )!�+,� &'(

,/ �� 1 ���G!+ #C�p% d1� -OM�1 �.#*� �*�S@ �A*8R

0����Q �:�1 -%�8 9��� )��( -+1 �� )��PB(� �� #�D1� ��B@

2�� �� )!�+,� &'(�14��!+.

���� ��Q%�� ���� �

#� ��� �� ]*�pF $� �.B7% vX��% d�^@� ,N=% )-*P.B7% 9�*:

!+ )��PB(�Aj #� #%��� � #AU���� <�:�,U �S@4 ��.

r?� (���� ������ � �MODIS

)��� )�,:�% 9�: 9�MODIS 5�*( 1� � el�f 1el�l�,*%

!*+ )!:�L*% 1 !*=B��G ��*M -(�� *A)��� #)�,:�*% 9�*: 9�

MODIS 5�( � el�f #*� �*�� $B*+�� �*.cA��*� 1 �*B8A�=

Y(�=% #OD�'% $� 9��� H�BS� -@�%� -% � !=+��.c #� #I, �� d!

A�� )��� - ��� 9��� 9�:)x(!@!+ )��� ��P( 9�1�/ H*A#

�S@4 9��� �+,� 3�V�% � �+�!@ �,I1 ��� � �S@4 � *A �,*� <.

)��� $***� v%�***+ �***:e}�***G MODIS �***� ~�***+ #***�

-% !=+��)51!Ie.(

H-�*����QI [*I�% &�F/* v%�*+ 9��*( )��*%4 0��.8c

�1�/* �*EJ H9�PC8 � 0�F�F/ H-(!=: &�F/ * #*�R

P 0!*M v!E 1 !X�1 �,/ W*�R9�:!*@�� -%�*8 -*=�%�

#� )��PB(� �,%�� �B% )Spatial Resolution Merge(91 �� H

!@��G )��PB(� )��%4 � H!+ d�^@� �1�/ $�)+Wv�.(

D(03�4'DEM,�?@� ���� ,-@� �0� �

#� *@��1 9�*:�%� $�*87 1 Y�+ �SI HY�+ #Lp@ #�S ,N=% � #

#p'=% -c�P � -%,M 5!% �� �.B7% 0�c�P �)DEM ( �� )!*+ #�S

#Lp@ )��PB*(� H3��*� � � -�����QI 3�%��( -���G,�, -%,M 9�:

!��G .j #� d�uA�(� �A#� #�� )��!*@� �.c *W �1�/* vM�!*X vC

MODIS 5��O% �� �� )��!*@� #*�� �� -%,M �,/ H�B% *WvC��

g( 1 #�S �B% �*% �1�/* ��*^� 9��� zA!*+ )��PB*(� �*S@4 �� , .

<: #� $�=> #L*p@ �� )��PB*(� �� H#OD�'% �,% #p'=% ��� ,N=% 9�*:

-���G,�, � :�-%,M 1 <�(� #p'=% ��% !��G.

s(���� �9%&3� � ��!��� �

d!c 1 -(�� �,% )1� � �:�1 Y.Z� 3�,� 9��� #� #I, ��

%�**W��1�/** �� )��PB**(� 3MODIS ��**� H�**:�1 -%�**8 �

-% -��� )1� #B(,�� 2�*� ~,'( 0����Q -(�� �� �C�� ��

-% d�^@� ���G .=� 9���W)��� �� � #*@��1 0��*X #I� 9�:

)�`BC� !*+ )��PB(� -(�=+�,: 9�: .)�`BC*� �*%4 �,*% 9�*:

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 6: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

��

!A$).,%�3 J�m 03�4' )D(3�4' �J�m �� $�8 0)r?�(

!A$n.a=! U��' �5! �5< B0� NDSI

v%�+ )��PB(� �1 )!*=�� !( H��`=�( H 3��� H��:�+ #O.MeH

�1 )!*=�� !(f!*@�,� #*=%�� 1 3�*^��� H3�*G��> H.�� z*�

)��� �F**" 1 -**=`8: -*(�� #**� #**I, �**� ��**�@ �,**% 9�**:

)��!@� 0��X #I� 9��G � #@��1 9�: $� -%�8 �)�`BC H�*:

)��� $� �� 3����G H�: �!X 0��X #I� <w�M 9�:An(,B% 1 �h

#� -(�� �,% 9�:�1 -%�8 9��� #� 1 !%4 �(� �*S@4 #.�*(1

!@!+ #�S #@��1 0��X #I� �1�/ .

t3%.u2� �

B0� �� �5�!�7 T@� 03�4' ,�"' �� ���7B(� 9���W2�� vC � ��R�U �,/ �U�+ �� s

NDSI !+ )��PB(� .Y� � $!� *A #*� �U�*+ $*� #0,*"

#D��O% 91�C*% 1 � u�*� ��!*c� 1 )!*+ 5�8c� �,/ �� 9��/

#� �� 3�,=cW!@!*+ �!*I 2�*� -a�+ vC .3�*8: #*@,G *A � #

+Wv�#� #>�� &'( H�(� �7L% V%�M �@ �� $*� #.�(1

#� �U�+ �*(� )!+ #B��G �N@ � 2�� 3�,=c .9��*� $����*=�

P W�R<: 1 2�� �� \4P 9��� $�=>W*�R*� ]a�*=% R1

\� ��� �� 2�� �� �� #�( !@�� 9�:�� ���+� 9��� R!*@�� 1

�!*+ )��PB*(� \4 9��� )��H��1��.(Y*� � $!*� *A#�*�

�� ��� ���Q 0��.8cWvC�*: �* 1Recode �D�*U \�* ���

!@����� � u�� ��� !"� \� ��A#*� v!*@�� o�*+ 3�,*=c�1

!@�� �D�U \� ������ �BL�� � 91�C% � "� \� ��� !*Av

�D�\

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 7: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

�D� \

!A$v.5.� D'�� ���� �� ��Q%��l)r?� (5.� D'�� �n)D(B0� ���5< �0�

�D� \

!$Aw.8�� 03�4' ��MODIS)r?� (P�� U��' �5! �5< B0� �NDSI)D(

#� !*@�� o�+ 3�,=c�#*� H* 0,*"R� 1 )!*%4� �P*" 1

�,/ NDSI �� )!�*+,� &'*( -�*S@ �,/* � !@!+ \�T

#� 2�� !4 �(�)+Wv�1�(.

-OM�1 �1�/ #C�p% ��MODIS )!*+�!I 2�*� �,/ 1

-��� V�8 )!+ 5�%�@ �U�+ n(, �U�+ $� H!+ )!:�L%

#� 2�� ~,'( -�,U -*% �!*I � �� !*�8@)*+Wv�.(3��*� �

#Lp@ 2�� ~,'( 9���� -8@ d�^@� �� #*� �* �,*+A*8R�*S@4

� �U�*+ $*� �*M� 3�,B� �14�*� *A#*� #*I, �*� -*D1 H��

#OD�'% 9�A� #\4!@��G, ��G 91 2�*� �*+,�MODIS

-a � (5��:fiii � fiie ̂ @� -% H#B��G d� #� 3�, ,aA-*.

-��� �+,� #Lp@ �M� n(,B% 1MODIS 9��� ��Z n��+ �

������G �N@ � !"� )x.(

���E0����� �� �� B0� T@� /�0��1' 03�4' 58� �

9����14�� #*� #I, �� �!B�� � H2�� �� )!�+,� &'( 0����Q

1 -B��� 9m�@� 3�V�% � Y�+ �SI ��8:�#�3�V*�% 34 5�E@�

\1j)ei(#OD�'% H� 0��*X #*I� #*@��1 0����Q 91 9�

Y�+ #� �.B7% 9�: �,/ #( #.�(1NOAA A#*( #� ].OB% #

�� -@�%� ['p%RH!*@�,� Y*+ 1 �*S��� !O� H&E" -=O �1

!+ d�^@� .j #� d�uA�(� �A#OD�'% �,% #p'=% � #)�u�*8BX�

�A3��� v(�V�% H� 3Y�+ � 0��X #I �*.B7% 9�*: 91

)��!@� H$�%� -8@ 9��G -% 1 �,+ $�%� &'( 0��X #I� 3�,

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 8: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

���

)Land Surface Temperature ( 9�:!**@�� �� )��PB**(� �**� �

- ��X)}1x()!=^=(AVHRR #�A8R�1 �*.B7% 9�:

SP)Split Plot (��� d�^@�)�(.8:�!@�� �� v�D� $-* ��X 9�*:

-(�� 9��� Y�+ � #'�� #*'�� $*� 0����Q 1 �.B7% 9�:

-a �R!+ )��PB(� �1 .#� #OD�'% $� � #*� ,*N=% �*(�

)��%4 �� z� H)�+� �,% #'�� 3�14 #*( Hu�� �,/ #( 9��(

5�A#� Y�+ �SI �S> �S@4 � #!=B+�� �,I1 &T�1 0,"

!@!+ \�7B@� #OD�'% �,% #p'=% �� #'p@ #( � .#( 5� �: �

Y�+ #pEai�* �H��* ex1ex�* li1 !*+ �!*I !*"�

#'p@ �S> zg(A* �*: � -S��L*% ��E�p ��P � #R$*� ��

#� 1 !=B+�� Y�+ 0�pEaA8RDEM #� �: 1 !@!%4 �(�R

#� ].OB%R#*� o,��% �!c 1 )!+ \�7B@� H!@�,� Y�+ �SI

��W9�:!*@�� � vC}1x�G ���7B*(� !*� #C*�p% <*: �*� 1

!@!+)+Wv|(.

�1 [*'p% #( �: 9��� v8c $� *W 1 n*��1 �* !*+ ��

Y�+ 3��% n��1 $� 0����Q #� �1 -a � �.B7% 9�: �*(�

!4 .�1 -*a � o�*p@ $*� -%�*8 #C*�p% ��H-*p'=% #*'��

!L@ )!:�L% .+Wv|\� ��� #C�p% �� v"�X ��B@ !@�� 9�:}

�SI � 9�: 9��� -@�%� ['p% #( � � Y�+ �.B7% *W �� -

5� -% 3�L@ � -(�� �,% 9�: !*=:� .3!L*@ )!:�L*% $8*T

Y�+ �SI 3��% #'�� !*@1 H�1 -@�*%� �*.B7% [a�p% � �:

��=B*(� v*��M ��Z 1 �7L%�@ )!+ \�7B@� 5� #( 9��� V�@ �S@4

�,� .+ �SI �� 0��X #I� #'�� ��^� �� �a�U $�8: #�Y�

!+ �N@ 2�" .

#� - ,*" � H2�� &'( 0����Q $�87 ,N=% *A1� $�*� #

2�� H�,I,% -D�,B% �,/ @E�#� H�,� )! !+ v8c �� 0,":

-D�,B% �,/ #( �!B�� �A��: ##.*"�� � 2�*� ��*� #@,G

<: 1 �,� )��BP�@ ��P � �S@4 3��% -@�%� ��*: $�*=> L*% #*@,GWv

��� V,@ 1 -^=( �*+�!@ �,*I1 �S@4 �)�H�1� !=P*(� (

!@!+ \�7B@� .� d1� �,/ �#*.X�% �*: -���� 9��� !=P(�

5!% 3,%�4A� !+ #B+��G �=�14�� )!*+ #C�p% ��OM�1 �� �:

-+1 1A#A� �*'U $�B8 �14�*� � 2�*� &'*( 0��*��Q

�,*+ \�7B@� H���.-L*7� zg*( *A �,/* 1� $�*� #�1�

!=P(� 91�C� 2��A�� H�,� )��A#*� 1 !+ �!I #p'=% v3�,*=c

!+ #B��G �N@ � v8c &'(.j #� d�uA�(� �A9��*( �!*I #

��� 1 0����Q &'( -=�� V*�@ -�*S@ �1 �,% � 34 91 �:

#� A!+�� #B�� ���Q &'( � �S= -D�8BX� 9�'U � !+ #B��G �

#@A#p'=% v.#�,N=%�14�� 0����Q H2�*� �� )!�*+,� &'*(

5u!B(��14�� �,� �,B(� ]'=% $� #�� �� A� �*��Q ��S@ #

Rd�G � H-@�%� )��� -@�*%� )��*� $*� � �,*I,% �1 $�*

-% ��P � -% -=�L@ Ypc ��P � $� u�� � 2�� -=O !B�� A!*= .

�1 H�,*� ��*�@ -�S@ 1 #�D1� -L�%�4 vX��% -%�8 � $����=�

G#pEa �,@ �: � d� #*� �1 �,*@ �*: -*BX �* 9!=� 0,*"

��*( 1 )!*+ �7L% H- �E(�F% �VI � !X�1 �: � #@�G�!I

#� �:�1 #*� d�*G �1 $� �� #C�p% #.�(1 !*=4 �*(� .-%�*8

#� H0��X #I� 9�:�,/ �*� 1 -c�P � -%,M �,/ #.�(1

@!+ ��^� 0��X #I� <w�M 3����G �� )��PB(� �*S= $����=� H!

-.%�,cA-%,*M �,/* �*� o�*E � � <�pBC% ��Z � <�pBC% #

-% -% � !=+�� �1 � 3�,* �14�*� �,*8@ ��1 0��*��Q *A#

!=BC: ��P � 1 Y�+ 3�V�% v%�+ .�1�+ �A$�*�O 9��*� 1 �

H!*+ <�Cp Y�+ #pEa !=> #� #OD�'% �,% #p'=% �!B�� 0����Q

�#�� )��!@� �.cW�1!X <8�=�% vC�� �!X H�B% A� Y�*+ �h

�1!X � #p'=%�� #� !"� -% �(� !4A!*"� #A�� -*8

A9u�� Y�+ #p'=% v� �,� ��� !"� .#*p'=% v�D� $�8: #�

�* �P*" 0�*pEa �� Y�+ #pEa �S> #���H!*"� ���* �

H!"�� � � �� ��*� 1 !*"� � �C*p !*"� 1 !*+ <

1 �P" �� zg(R�,/* � 34 \�*T 1 #*pEa �*: 3�,8@

#� Y�+ #pEa �: n(,B% ��P � H-c�P � -%,M �*� 1 !%4 �(�

$��*� 1 � u�*� !X�1 1� #� Y�+ #pEa �: 34 ]Ea ��*P � �� �*

!X�1 �L: ��S@ � H!+ v!E !X�1 34 n(,B%AL 9�Wv�

!+ .�(� -O�EaA* �*: #R1 �L*: $*� �� #*� !*X� 3�,*=c

-*(�� 1 !*@�,� #*@�G�!I v8c 9�:!X�1 �:!*X�1 $*� � �*:

#� -% d�^@� #@�G�!I 0," ���G .-% �p�pX� $� 3�, #*@,G

�,8@ 3��� *A * �*: � d�*G �1 #R#*@�G�!I -X�,*@ $*� ��

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 9: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

)r?�(

)D(

)s(

!A$+.�7 P��� ,&3-�A$&��� �� � T�V �)r?� (;x0")D(^! �)s(3 ��A�3 �� ����0� ���� �

#� #� 1 )!%4 �(� ���Q 1 #C�p% �:�1 ��( �� #@�G�!I 0,"

2�� �� )!�+,� &'(�14�� -%�,+ .#� 9��� �1 3�14 �*(�

!X�1 �!B�� � �(� ���@ d�G9�: A� �{h*% H�,*+ �7L% 9�

51� ��%�4W!X�1 �� -*A�P*" Y�*+ 9� �* ��1 !*"�

!X�1 $� zg( H�(� n(,B% ��P � �� � u��A#*� 9� 0,*"

1 �P"R0��X #I� �,/ � )!%4� )�!X � n(,B%A�h

!X�1 � 34 �J� #� #BC�A9�(1 )!*+ \�*T �*.B7% 9�:�1

-% \�7B@� d�G �1 1 )!+ #C�p% <:�� �S@4 #^�B@ �,*+ .9�1

A!X�1 0��X #I� $�`@��% #A� u�� �:�1 #�p� �� 34 � 9�

#� �,� 9��*� $����=� H!+ \�7B@� d�G �1 3�,=c �14�*� �*��Q

0

100

200

300

400

500

4������� �د

و پر شيب 4 باند 374 404 388 354

و شيب متوسط 4 باند 348 452 413 322

و كم شيب 4 باند 305 386 308 313

شمالي شرقي جنوبي غربي

0

100

200

300

400

500

��ر�������� �د

4و پر شيب باند 430 432 408 471

و شيب متوسط 4 باند 348 430 413 394

و كم شيب 4 باند 395 391 366 404

شمالي شرقي جنوبي غربي

0

100

200

300

400

500

600

700

ارچه

ندبا

لكس

پيدد

ع

و پر شيب 4 باند 566 559 609 574

و شيب متوسط 4 باند 564 572 574 570

و كم شيب 4 باند 577 569 576 564

شمالي شرقي جنوبي غربي

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 10: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

���

)�D�()\(

!A$*.03�4' ,&3-� ���E0��5! )r?� (��8�� 03�4' �)D(

)�D�()\(

!A$y.03�4' ���E0�,� �5! /��0H ,<�� U��%� ,����,����)r?� (,<�� $8�5H �/��0H ,����)D(

** 2�**� &'**(R�**: 0��**X #**I� $�`@�**�% Hs�**U �1

!X�1A�� 1 �,� #C�p% v%�c d�G �1 � 9�WvC-�*: *A �� #

-% 2�X 9!O� �1 9��� !@�,� � u�� �!c $� !@!+)+Wv�(.

3�8: #@,GA+ � #Wv�-% #NX{% -M�*+ �*7� � �,+

0����Q #p'=% \,=I �� -L7� 1 #p'=% -*% )!� 9��� H�,*+

<: #� $�=> )��PB*(� �*'U z� �*% �� �1 �M� -���� ,N=%

!��G)��.(#��� �'U z� �% ��^� ,N=%� �� -���/ #'p@

A)!*+ [*M�1 2�*� �� )!�*+,� &'( #B�� ���Q #p'=% � �S= #

#*� �*M� ��V*�� �� �* !*��G )��PB(� H!@�,� 0,*" *A \j�

�,+ 9���,U .p% � #� )!+ VB=( �,/ 1 -p�pX �,/ #C�

A8R�� �M� H�'U z� �% WvC-�:A#� #�� 3�,=c *WvC9�*:

!@�,� )!+ �!I 2�� 31!���/���� 1 !*"� *WvC-�*: *A #

#� !*@�,� )!+ #B��G �N@ � 2�� 3�,=c��/���*M� 1 !*"�

Av��/��#� !"� !*%4 �(� .#*� � �*M� 3��*� u�*� ,*N=%

�14�� &'( ��%�4 2�� �� )!�+,� :�d�*^@� �*� ~�*+ #� -

���G.

#*@��1 n*(,B% 0��*X #I� 9�:�,/ �� d�G $�D1� �

9���AvX��% #�.�14�� #� $����=� H�,� )!+ )��PB(� #I� 9�I

�!*X 0��*X #*I� �� n*(,B% 0��XA9!*O� #*.X�% � �h

!+ )��PB(� .<:#� $�=> � \�7B@� �� 3�=�8a� ,N=% 0��X #I

!+ )��PB(� V�@ d�G �1 vM�!X 9�%� �� Hd�G �1 n(,B%.

3�8: #@,GA� #+Wv�-% )!:�L% �,+A-*��Z �8CM #

�V@ -p�pX �,/ #� #p'=%R�� 34 -M�*+ �8C*M 1 )!*+ �

-p�pX �,/ �(� )!+ � 1� .#�,N=%�14�� -���� 1 �M�

�p% 1 �'U z� �% �� V�@ #.X�% $� 1 )!*+ VB=*( �,/* #C*

!��G )��PB(� -p�pX �,/ .j #� d�uA�(� �A$B+�� 9��� #

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 11: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

!A$(z.�4' 3J"< 0! p��,�?@� ���� ,-@� ^

� �'U z� �% � -=`8:A�� -L�%�4 vX��% #�.� �� #'p@

-���/ A)�*�Uj �S@4 -�����QI ��c 1 5,a vEM #.X�% � #

H�,**� )!**+!**��G )��PB**(� .**+ �Wv��**7� )\(�**M�

��WvC-�:A#� #�� 3�,=cWvC!*@�,� )!+ �!I 2�� 31!� 9�:

��/���� 1 !"� WvC-�:A#� ##*B��G �*N@ � 2�*� 3�,*=c

!@�,� )!+��/���M� 1 !"� *Av��/��#*� !*"� �*(�

�7� 9��� d�M� $� H!%4)�*D� (Y*� � #*�� /��H� /��1

��/��"� #� !!%4 �(�.

3�8: G#@,A� #+Wvei-*% #NX{% �,*+ .<*Nc� �*7�

Y�*+ -*��Z �7� 1 ��� \,=I �8( #� Y�+ -M�+ �8CM

��� -�,=I ��Z .+ #� #I, #� $����=�Wv9�:)y1ei($� �

-% #.X�% $� 3�, G#^�B@ #@,G�*�� *A -�,*=I Y�*+ 9��*� #

*=I �*�Z Y�+ 9��� 1 #@��1 n(,B% 9�%� �!*X 9�*%� -�,A�h

-% \�,I �BS� #@��1 !=:� .> ��*%�4 9��*� *`@,`�*D�U� -

�=*� #*� #*p'=% HY�+ �,/ #� #I, �� H��B@ � Y�+ 0�pEa

� �P" 0�pEa �� #pEa�H|� e}Hex� fyHli� }y� u�*� 1

��}y 1 �P" �� 1 !+ <�Cp !"� R��P � H#pEa �: 3�,8@

V�@ #pEa �: n(,B% #� #� 1 )!%4 �(� Y�*+ #*pEa �: 34 #.�(1

$��� 1 � u�� �7� 1� #���*O8I n*(,B% ��P � �� � ei!*X�1

A!+ <�Cp 9� .j #� d�uA�(� �A#� #�*� #C*�p% #� ���@ v�D�

#^�B@ �� 51� ��%�4 9�A#� vEM #.X�% � #-*=O H!*%4 �*(�

-�,*=I Y�*+ 9��*� n(,B% 0��X #I� �� )��PB(� #*I� 1

�!X 0��XA!L@ )��PB(� -�,=I ��Z Y�+ 9��� �h.

:3�8 #@,GA� #+Wv��-% )!:�L% #*� #*I, �*� 1 �,*+

�'U z� �% -����A�� �*M� #*WvC2�*� 9�*: � ����/��

�M� 1 !"�A� v��/���*M� #� #I, �� 1 ��� 3�L@ !"�

A5��*O% -�!*B�� )!*+ VB=( �,/ v��/��L*% !*"� �7

!��GA�1!X � Y�+ 0�pEa ��V�� �� #��,/* #*� !"�

�V@ -p�pXR-% � <,+ .

#� �1!*X HY�*+ 0�pEa �1!X 0����Q ��JK -���� ,N=%

� �P" 0�pEa �� !!I� H� � � H� � � �� � u�� 1�

#C*�p% 34 0�*pEa �1!*X 1 51� �1 �*� � !+ ��^� !"�

�,+ .�� �M�WvC#*.X�% $� � 2�� 31!� 9�:��/���*M� H

��WvC2�� 9�: �� �/���M� 1Av��/� #*� !"� �*(�

!%4 .3�8: #*@,G #*A � 1 �*(� �7L*% ��!*c� �� *+Wv��

-% )!:�L% -(,C*F% ���Q 51� #.X�% #^�B@ �� #C�p% � �,+

�A-8@ )!:�L% �,/ v!=> �: �,+A#A �� �B8R!*"�

�M�Av�(� #B�� ��V��.

<: #� $�=> ��*^� � ��*P � �� )��PB*(� -��*�� ,*N=%

9�:!X�1A�� Y�*+ #*pEa �*: n(,B% ��P � 9�I #� H9�

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 12: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

���

)�D�()\(

!A$((.,-�� t7 ^�! ,&3-�)r?� (,-�� �"# ^�! �)D(

)�D�()\(

!$A(l./-�� ��5H �� 0��1' 0�mL' ,&3-� 03�4' ;^�! ,�?�� ���E0� )r?�(��5H � 03�4' ;535< ^�! /-��)D(

)�D�()\(

!A$().T@� �� U��%� 03�4' ��Q'�� 5H�� �� 0��1' ,&3-� ,. ,%�30��1' �,-@� $)r?�(,�?�� 03�4' ;)D(

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 13: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

!A$(n.�� ^�! J"< 0m����E0�/�0��1'

pEa �: n(,B% ��P � 1 #B�� ���Q &'( � �S= -D1 Y�+ #

9��� #@A!+ )��PB(� #p'=% v)vW+ ��.(

#�A8R�� $�87 �M� H�'U z� �% *WvC31!*� 9�*:

2��� /���� �M� H!"� WvC2�� 9�: ����/��!"�

�M� 1Av��/��#� !"� 3�*8:1 !*%4 �(� #*@,G *A � #

**+Wv��-**% #**NX{% **87 �**M� #C**�p% �**� 1 !@,**+ $�

��WvC2�� 9�: 5��O% #�D1� �,/ ����/���M� 1 !"�

A5��O% v��/���: vU�� n(,B% ��P � �� )��PB(� H!"�

#� ���Q &'( � �S= 1 !X�1 u�*� � �*M� -(,C*F% ,*a

-% �,( -p�pX �,/ �8( #� )��� !:�.

-% #.X�% $� � $� 3�, ���G #^�B@ #@,GA��V�� �� #

�!O 9�:!X�1 �A&'*( � n*(,B% ��P � �� )��PB(� 1 9�

�,/ H#B�� ���Q �14�� 9��*� �1!*X �* -p�pX #� )!+

�V@R-%�,+ .�� )��PB(� 9��� ��S@ � �*SI <*S% v%�c

� Y�+�14�� #*pEa �� z� -��� �+,� ���Q &'( 9!*=�

<�C*p -�,*=I 1 -D�8*+ Y�+ �SI 1� � !X�1 �: Y�+

1 !@!+�14�����G 0," �S@4 91 �� �:)+Wv��.(

)��PB*(� #*� #*I, �*� �,% $� �A0��*X #*I� �� -*.

�V@ -�,=I Y�+ �7� #@��1 n(,B%R0�*SI ��*( 1 �

�,� !=:�,U -OM�1 �D�X �� � 1� Y�+ .3�8: #*@,G *A � #

+W-% )!:�L% Y�+ �SI v�*7� � -�,*=I Y�*+ �,+

+ � #p'=% -M�+Wv��#��V@ ��OM�1R�(� )!+ .$*�

#� ��B@ �,/ 0��X #I� �� )��PB(� �,% � )!%4 �(�

�!*X 0��*X #*I� 1 -�,=I Y�+ 9��� #@��1 n(,B%A�h

Y�+ ��( 9��� #@��1 -% !�K � �: !�8@.

��%�4 3��� � :#� �<�B�� �(� �� ��B@ #� &T�1 ,a:

�.� 1 ��*� �:�E+ #� 3!�( 9��� H)�,*7DA*>,R3!*+

-% �S@4 ��!O ��V�� 1 v8c 9�:!X�1 &'( !@�, *W -

)� �� !+�� )��PB(� v��M 9�:.

�.�*��Q &'*( � �S= H!X�1 �: n(,B% ��P � �� )��PB(�

#� � �VI 1� #� !X�1 �: 9!=� <�Cp 9��� #B�� - �*Ec

�BL*�� �:�E*+ ��*^� #� �:!X�1 <�Cp � �M�A*8R

-% !�8@.)��(� -.EM #^�B@ 3�8: 1��� #^�B@ $(

�.� Y�+ �SI 3�,8@ �!I !*X�1 �: *A0�*�.8c 1 9�

vpBC% �BL�� �:�E+ ��^� #� 34 91 A8R-%!�8@.

�.Y�*+ 9��*� #*@��1 n*(,B% 0��*X #*I� �� )��PB(�

�!X 0��X #I� �� )��PB(� 1 -�,=IA9��*� #*@��1 �h

#pEa � Y�+ 0�SI ��( #*BSI �*S> 9!*=� Y�*+ #*�

-% �^=% �BL�� �:�E+ ��^� �,+.

�.3�8: #@,GA� #+Wv��-% )!:�L% #*� #*p'=% H�,*+ v*�D�

1 -*��Z H-�,*=I �*7� � !!*+ -���G,�, n��+ $B+��

5�8+ �� -B8CM)�7�a(]a�*=% 1 -M�*+ �*7� �� vpBC%

a�*>�� 2��*#)�*7�b(�*(� .#*� �*7� �*`� 0�*Ec

+*1 -M�A*P � <*�% ��A*V#� 9�D�*+�!@ v*�, $B*���G,*-

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 14: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

���

!A$(v.DEM�5! :��E {.�

-% -X�,@ ��( �� �B%�G H!!+ �a�*U $�*8: #*� H!+��

�7� #p'=% �(� d�u 1 )!+ 9!=�9�:V�D�@4 j*A)!*+ �

#� �:�E+ ��S@ � ���G d�^@� �7� �: � vpBC% ,a

�,/ ��14�� 1 )!+���G ��^� -OM�1 �,/ .

��B@ #c,8^% $B��G �N@ � ��A#�D1� 0�OD�'% � )!+ YC

#� ,N=%�14�� �*� #*p�a #� -��� �+,� 0����Q &'(

!+ v8c:

�.!X�1 $� u�� #� 3!�( 9���A� �*M� $�BL�� 1 9�

#pEa 9�:!X�1 9!=�A#*� H9� #*pEa 9�*I &'*( 9!*=�

�� #p'=%A>,R!X�1 $� �� -*=O �,/ �: *WvC�*:

1 �:�1 0�C�p% 9����14�� �� )!�+,� &'( 0����Q

!+ )��PB(� 2��.

�.d�**G \�**7B@� 9��**� )�`BC**� �**%4 �� �1 $�** 9�**:

�% 1 $�`@��% H-(�=+�,:A0��X #I� <8V n(,B% 9�:

�!X 1A�� #@��1 �hWvC)��PB(� ���Q &'( � [M�1 9�:

M� $� u�� �� � !+�,+ \�7B@� d�G �1 �.

�.9��*� �*:V�D�@4 1 !*+ <�C*p #BSI �S> Y�+ #� #p'=%

#*@��1 n(,B% 0��X #I� �� )��PB(� �� -�,=I �SI

Y�+ ��( 9��� 1�!*X 0��X #I� �� )��PB(� �� �:A�h

���G d�^@� #@��1.

�.#� �� )��PB(� 9�IR��� � �!c &'*( 0��*��Q -=��

�� �: �1 �: � 2�� *W �� �*� vC *W � �,*U #��L*% vC

d�G 34 �!*c 3�,*� � u�� 0," � 1 #C�p% �1 $�

-% 2�X 9!O� �1 9��� !+.

�.-M�+ �7� 1� #� #p'=% ��%A<�C*p -M�*+ ��Z 1 9V

9��*� u�*� �1 �� -M�*+ ��Z �7� 9��� H!+ �14�*�

-M�+ �7� 9��� -D1 H!+ )��PB(� 2�� &'( 0����Q �

�%A#� 9V G �1 9�I d�A)�*+� 34 \�7B@� �1 �{EM #

1� 3�*�% � )!*+ [*M�1 9�*:�1 -%�8 n(,B% �� H!+

-D�,B% �,/ �1� !=P(� A#� #* 0,*"R�,/*

4�!+ )��PB(� H�,� )!%.

�� $�87 �M� ��S@ �WvC2�*� 31!*� 9�*:��/��

�� $�87 �M� H!"�WvC2�*� 9�*: ����/��1 !*"�

�M�Av��/���#� !" !%4 �(�A� �*'U 3�V*�% $� #

�14�� 4!*� �*N@ #*� 0��*��Q -*% 5<*: 1 !*+�� � $�*=>

#^�B@ -�S@ 9��GA�(� $+1 �{%�A�:�E*+ �,/* 1� #

#*� 9��*�**W !*@�� �`!)**+Wv��.(�1 $**� $����*=�

9��**� 9��S=L*���14�**� � -**��� �**+,� 0��**��Q &'*(

D�,B% �,/ 1� $���% 9�:�1 -A�S@4 3��% -@�%� #."�� � #

#� H#B+�!@ �,I1 2�� ��� A�� � .�,/ !=> #C�p% ��

a

b

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 15: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

)�D�()\(

!A$g|.�3". 03�4' ,&3-� ���E0� /�0��1')r?� (�-�-H 03�4' �)D(

�`� -D�,B%A!*+ !*�K u�� ��,% #�. .�1 $*� $����*=�

9���14���-@�*%� #."�� � 2�� �� )!�+,� &'( 0����Q

-D�,B% �,/ 1�A��: ##B+�!@ -��� ��� #@,G #� H!@� *A�

�� .3�=> �%� *Aj #*A1� $�*� -*BM1 d1� �*D�X � H!*+ �

<�C*p �*7� 1� #� � V�D�@4 H<�B+�� 2�� ��� -D�,B% �,/

<�,8@ .@ $� #� #I, ��W#BA� #A)�`BC*� �*h ,% 9�*: � �,*I

�V@ 1 $��� ��P � � #p'=%R� -*=O !*@�,� #p'=% $��� #�

��P ��� )�`BC*� $� � -BM1 �(� <.C% H9�B% 2�*� �*:

$����*=� H�(� )!�� 2�� V�@ � [P �% ]a�=% � !�8@ �V

R!+ #BU�( #p'=% �� �,/ *AV*^� #*p'=% -%�*8 34 � #

,� 2�� �� )!�+,� !( #>���.]�a $!�A�1�/ 91 �� #

)�,:�% #�D1� �,/ �� 1 �!I #>�� &'( 9� *A H#*p'=% v*A<

�,+ �!I !( #>�� )�1!F% � !+ .9�1 � �,/* $� *A #

#� H�,� )��B�� ��P � 2�� ��� �� )!�*+,� &'*( �,/* 3�,*=c

#� -��� �1 � 2�� -% \�CX !*%4 .�*(� -*O�Ea *A �1 �� #

� ��� �1�/* )�*+� �,% �1 3�8: #� d1� -D�,B% �,/

-% #BU�( n(�1!X !@!+ .#*� �%� 1 �*��Q &'*( $B*+�!@ v*�D�

�,/* 3�*�% #.*"�� � 2�� &'( 0����Q -`@,`> $BC@�!@

@ $� $B��G �N@ � �� 1 2�� ��� 1 51�W#BA-*a � 2�� #

*��Q $*� #E(�F% d!c 1 �+�� !:�,U - ����Q �:�1 $� 0��

3�V�%�14�� qc�� 1 )��� ��M ��JK �F � -�� 1 \1j -�S@

� �'U ��^��14�� -%0��*��Q $*� -*p�a #*� -BC�� �,+

2�� �� )!�+,� &'(�14��-%!+.

9����14�� H �:�1 $� � 2�� &'( 0����Q R�,/*

@��1 n(,B% 0��X #I� �,% � <: H0��X #I� n(,B% #

�!*X 0��*X #*I� �,% � <: 1A�,/* 1� $�*� #*@��1 �h

�: � zg( H!+ ��^� �,I,% -D�,B%R���� �,/* 1� $*

� 1 !*+ \�*T -D�,*B% �,/* 1� 3�8: 3��% #B�� ���Q &'(

0��*X #*I� �,*% � <: #B�� ���Q !X�1 $� n(,B% ��S@

�!*X 0��*X #I� <: 1 n(,B%A#*� #*@��1 �h !*%4 �*(� .�

- ��X #I� n(,B% �p�pXA$*� 3�*�% � 2�� ���Q qc�� #

#� H�,� )!+ -D�,B% �1 1� !*%4 �*(�.-%�*8 9��*� v*8c $*�

�: n(,B% � ���G d�^@� -D�,B% �1�/ R�*%� 1� $*� �� *A#

#� !@�,� )!+ 2�� 2�X qc�� !4 �(� .n*(,B% #E*(�F% 9���

An(,B% Hv #� 9�: )!%4 �(� -�*:�1 ��!O � *A L* � #Wv�

9�*:�1 ��!*O #*� )!*+ \�*T H!=B*+�� �p@ 34 *A <�C*p v

!@!+)-@�1 $�`@��%�9�1 ($�`@�*�% � *A #*� v!*4 �*(�.�

����� �!c $� #@��1 n(,B% 0��X #I� �,%��/��9��*� 1

�!X 0��X #I�A#@��1 �h��/�+#�!*%4 �(� .#E*(�F% 9��*�

$� � 0����Q �� �*G� H�*:�1 v�EM *W* � -.CRs�*U �1

9u�*� n*(,B% 0��X #I���/���!*X 0��*X #*I� 1A�h

9u�� #@��1��/�+-% 2�X 9!O� �1 9��� H�+�� !+.#�v�D�

�� �� !O� � )!=^=( -���U��1 $*� �� !O� 9��� $�1��

#p'=% � -��� �+,� d�8 � � )��$�1�� (+ $!�W�Q v0���

!*+ #E*(�F% 2�� .�,*% 9�*:�1 -%�*8 9��*� Y*� � $!*�

#� 2�� �� )!�+,� &'( �,/ ��%�4 !%4 �(�.

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 16: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

����� ��� � ����� ��� � ���� /���������/�� ! ��"# � $"# /�%&�' ()*+

��

,W�%.0�X

)�,:�% �1�/ �� )��PB(� #� 9� -*O�Ea 9�:!*!� ��*� ,N=%

#**� #**I, �**� 2�**� !**=@�%**A#**=V: #**NX{% v**��M �:� 1 �**:

#��" �,*� !:�,U �J,% ��C� 3�%� � -,I .�#B*(,�� ��*�

)!=^=*( #*� ��*�@ 2�*� �� )!�+,� &'( �*(� -�*: *A )1� #

�LG���A!@�� 0!% )� , .&'*( ��*� �*�8:� #*� #*I, ��

1 -*8�.M� H-*'�F% �C*� �.B7% qX�E% � 2�� �� )!�+,�

#**� !**+ �{** ]**�pF $**� � H9m,D1!**�:A**8R�1�/**

)�,:�% 9�MODIS 2�*� �� )!�*+,� &'*( �14�*� �,*+ *A#

2�� -�S@ �1�/ *�V@ -*OM�1 �1�/ #� ��C� ��RH!*@�,�

<: #� !+ -O( $�=>A8R-�:�B%��� �� )��PB(� 1 )��( n��1

A)�`BC� -%�8 � ��E�p #)��!@� -(�=+�,: 9�: -% 9��G H!@,+

�!X 0��X #I� !=@�%A&'*( 0��*��Q H#*@��1 n(,B% 1 �h

#� 2��A8R0��.8c GIS 14����,+ .!*=> �*: *A 2�*X #

�� 2��Rv%�,c [�� #'p@ 9��C� 9m�*@� H2�*� ]*8c !=@�%

H-B���AHY�*+ �*SI HY�*+ 3�V�% !=@�% -.%�,c [�� �,U #

1 3�%� ... �(� -'�F% 1 -���G,�, n��+ H�(�H)��PB*(� �*%�

� -�,*U \�,I v8c � -G��( �,I1 �� -�%� 9�:�B%��� ��

��OM�1 �� #C�p% 9�*'U -*BX H��� 3�L@ �,U �� *Av�14�*�

��C� �1 $� � )!+A�1!X � 1 <� #� !"� !%4 �(� .

� � ��`��� ]a�=% 3�,� 9��� #� #I, �� $����=�A)1� 5,*a �h

#� �1 $� �� )��PB(� H-��� )!�*+,� &'( �1�/ #�S ,N=%

2�� ��W�� -A�,� !:�,U $b8'% 1 �J,% 9�:����.

��� ���� ��Q%��

�._ H)�=� 9,.c .k.����.A$�%� d,.c � 1� �� �^=( ����.3��S )�`L@�� 0��LB@� .

�.� H9�B7%.����.%� -(�� W3�#w��R��� 5!% -=��ALU n��+ )!==R�*� �1 )!*=�� !*( V*�7�4 #*T,X � -�4�� 1 -D�(

�U ��,a H2�� �+,� &'( _�(�k��G �+,� �� 1)��� �� )��PB*(� �*� -:)�,:�*% 9�*: 9�NOAA-AVHRR.3�%��*(

9V #%�@�� 1 ��!%A3�SP"� 3�B(� H,L.

3. Ackerman, S., B. Baum, R. Frey, C. Gumley, P. Menzel, C. Moeller, C. LSchaff, G.A. Riggs, L. Strabala and R. Welch. 1996. Discriminating Clear-Sky from cloud with MODIS. Algorithm Theoretical Basis Document (MOD35), Version 3.0.

4. Akyu, Z., A. Emre, A.S. Ensoyc, A.S. Ormanc and A.U. Orman. 2005. Using MODIS snow cover maps in modeling snowmelt runoff process in The eastern part of Turkey. Remote Sens. Environ. 97:216 – 230.

5. Barnett, A.C. and A.G. Klein. 2003. Validation of daily MODIS snow cover maps of the Upper Rio Grande River Basin for the 2000-20001 snow year. Remote Sens. Environ. 86:162-176.

6. Blanco, A., S. Gerland, B. Ivanov, J.B. Ørbæk, N.R. Øritsland and J.G. Winther. 1998. Physical and Optical Properties of Snow Covering Arctic Tundra on Svalbard and Its Impact on Biota. International Conference on Snow Hydrology, US Army Corps of Engineers, Cold Regions Research & Engineering Laboratory.

7. Brown, R.D., B. Duchiron, C.R. Duguary, C. Kergomard, F.C. Pivot. 2002. Remote Sensing of Snow Cover for Climate Monitoring in the Canadian Subarctic: A Comparison Between SMMR–SSM/I and NOAA–AVHRR Sensors. 59th EASTERN SNOW CONFERENCE, Stowe, Vermont USA 2002.

8. Dozier, J. 2000. Remote Sensing of Alpine Snow Cover Invisible and Near-Infrared Wavelenghs. NASA Goddard Space Flight Center, USA.

9. Engman, E.T. and R.J. Gurney. 1991. Remote Sensing in Hydrology. Chapman and Hall, Cambridge, London. 10. Fontana, G.D. and F. Gazorzi. 1996. Snowmelt modeling by combining air temperature and a distributed radiation

index. J. Hydrol. 181:169-187. 11. Gerry Jones, H.G. 1998. The Role of Snow in the Ecology of Seasonally Snow-Covered Ecosystems: A Review.

International Conference on Snow Hydrology. In: Hardy, J., M. Albert and P. Marsh, (Eds.), US Army Corps of Engineers, Cold Regions Research & Engineering Laboratory.

12. Goodinson, B.E., A. Rango and A.E. Walker. 2000. Snow and Ice. Remote Sensing in Hydrology and Water Management. Springer Pub., Berlin.

13. Gray, D.M. and L. Zhaoi. 1998. Estimating Snowmelt Infiltration into Frozen Soils. International Conference on

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20

Page 17: 6! 7 ˚ , -. /˙01' ,ˆ 2 03 4' 58 MODISjcpp.iut.ac.ir/article-1-889-fa.pdf · d m ˙ ! . d .˙ > n' 0 6! 7 e ˙ %2 3 de ˙: ˝ e0.5 > l' > ˜0 0ˆ˙0ˆ ˝ ˙ e ,kr˙ ˙ kq %n k˚p

,�-. /�0��1' ,��2� ������ 03�4' �� �5! ,�"' ��0� 6!�7 � �...

���

Snow Hydrology, US Army Corps of Engineers, Cold Regions Research & Engineering Laboratory. 14. Hall, D.K., A.G. Klein, and G.A. Riggs. 1997. Improving the MODIS Global Snow-Mapping Algorithm. IEEE

International Geoscience and Remote Sensing Symposium Proceedings (IGARSS’97), PP.619-621. 15. Hall, D.K., A.G. Klein and G.A. Riggs. 1998. Global Snow Cover Monitoring Using MODIS. 27th International

Symposium on Remote Sensing of Environment, pp. 363-366. 16. Horne, F.E., M.L. Kawas. 1997. Physics of the spatially averaged snowmelt process. J. Hydrol. 191:179-207. 17. Klein, A.G., S. Lee and T.M. Over. 2001. A Comparison of MODIS and NOHRSC snowcover products for

simulating streamflow using the Snowmelt Runoff Model. http://www.modis-snowice.gsfc.nasa.gov 18. Larney, F. and L.J. Timmerman. 2001.An Introduction to Wind Erosion Control. Alberta Government, Alberta. 19. Lillesand, T. M. 2002. Remote Sensing and Image Interpretation. John Wiley & Sons Pub., Dehli, India. 20. Marsh, P. and M.k. Woo. 1985. Meltwater movement in natural heterogeneous snow covers. Water Resour.

21:1710-1716. 21. Schaneebeli, M. 2002. The Importance of Microstructure of snow in nature and Engineering. Southampton, Ashurst

Lodge. 22. Zhang, Y. 2003. Modis and Snow-cover Map. http://www.climate.eas.gatech.edu/yzhang/MODIS_snow.pdf.

Dow

nloa

ded

from

jcpp

.iut.a

c.ir

at 9

:25

IRS

T o

n W

edne

sday

Nov

embe

r 4t

h 20

20