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23 1
V ol . 23 N o. 1
2008 2 R EMO T E SENSIN G T EC HNOL O GY AND A PPL ICA TION Feb. 2008
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(,/ ,100875)
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( A T I) ( P) ,
A T I = ( 1 - A ) / ( Td - Tn ) ( 2)
,: Td Tn , N O A A/
A V H R R 4
,( A T I) ( W ) ,
:
:2007 05 14 ; : 2007 10 31
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:( 1982 - ) ,,,GIS ,E mail : guo hu @i re s. cn
:( 1974 - ) ,,,E mail : wy @i res. cn
112 23
W = a + b A T I ( 3)
: W , a b
:
CWSI = [(1 + rc / ra ) - ]/ [+(1 + rc / ra ) ] (5)
,:=( 1 + rcp / ra ) , rcp
[ 10 ] MOD IS ,
,
2005 2 3
[ 11 ]
,
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,[ 12 ] N O
A A/ A V H R R , 0
10 cm 1020 c m ,,
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11 % ;1020 cm
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[ 12 ] ,
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( Crop Wat er St re ss Inde x , CW
SI) J ack so n[ 13 ]
,
:
CWSI = 1 - L E / L P ( 4)
: L E , L P
( ) ,
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, ra , rc
,
L E
,CWSI ,,
[ 1416 ]
,
, GIS ,
[ 17 ]
2001 2002
CWSI
,Mo ra n[ 18 ] ( Wat e r Deficit
Inde x , WD I) ,:
WD I = [ ( Ts - T a ) max - ( Ts - T a ) r ]/
[ ( Ts - T a ) max - ( Ts - T a ) min ] ( 6)
: Ts , T a
WD I ,
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[ 18 ]
[ 19 ] MOD IS ,
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1 :113
4 . 1
( A no mal y Veget atio n Inde x , A V I) :
A V I = NDV Ii - NDV I ( 7)
: NDV Ii ( ) NDV I
,NDV INDV I
A V I 0 ,;
A V I 0 ,
A V I - 0 . 1 - 0 . 2 ,
- 0 . 3- 0 . 6
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AV HRR 2000
3
,,
[ 21 ]
; [ 22 ]
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NDV I ,
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4 . 2
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VCI = NDV Ii - NDV Imin / NDV Imax - NDV Imin (8)
: NDV Ii i NDV I
,NDV Ima x NDV Imin i
NDV I
( Veget atio n Co nditio n Inde x ,
V C I) NDV I
,
NDV I ,
,
[ 23 ,24 ] [ 25 ,26 ] N OA A/ A V H R R
NDV I ,
102
( - 20 cm) ,
,
,
4 . 3
,
:
NDV Ij = NDV Ij - NDV Ij - 1 ( 9)
:NDV Ij j , NDV Ij
, NDV Ij - 1 j
NDV Ij ,
;NDV Ij
,[ 27 ] [ 27 ]
2001 2002
,
,
4 . 4
( Veget atio n Supp licatio n Wat e r
Inde x ,V SW I) :
V SW I = NDV I/ Ts ( 10)
: Ts NDV I
,V SW I , V SW I
,,
,
N O A A/ A V H R R , V SW I
Ts 4
[ 28 ] N O A A/ A V H R R
20012002
[ 29 ]
2004 10
MOD IS ,
MOD IS NDV I N OA A/ A V H R R
NDV I ,V SW I
,
[ 10 ] V SW I ,ND
V I ( EV I) ,
,2005 4 5
4 . 5
Sa ndholt [ 30 ]
( Te mp e rat ure Ve get atio n Dr yne ss Inde x , TVD I)
:
TVD I = TS - T S min / T S max - TS min ( 11)
min
: TS , TS
max
TS = a + bNDV I
114 23
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, MOD IS
TVDI = 1 ,TVDI = 0 ,2005 3
TVDI ,,
[ 31 ] MOD IS
, 2003
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[ 32 ] MOD IS
,2004
7
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D IS ,
[ 33 ] [ 33 ,34 ]
, MOD IS
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GIS ,MOD IS
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MOD IS , MOD IS
:
[ 1 ] Li M S ,Li S ,Li Y H . St udie s o n Dro ught i n t he Pa st 50 Yea r s
i n Chi na [ J ] . Chi ne se J o ur nal of Agro met eo rolo gy , 2003 , 24
( 1) :8 11 . [ , , . 50
[J ] . ,2003 ,24 ( 1) : 8 11 . ]
[ 2 ] Wat so n K , Ro wen L C , Offiel d T W. Applicatio n of Ther mal Mo deli ng i n t he Geolo gic Int erp ret atio n of IR Image [ J ] . Re mo t e Sensi ng of Envi ro n ment ,1971 ,3 :2017 2041 .
[ 3 ] Wat so n K , Po hn H A . Ther mal Inertia Mappi ng f ro m Sat el
lit e s Di scri mi natio n of Geolo gic U nit i n O ma n [ J ] . J o ur nal of
Re sea rch Geolo gy Sur veyi ng ,1974 ,2 ( 2) :147 158 .
[ 4 ] Price J C. Ther mal Inertia Mappi ng : A New View of t he Ea rt h
[J ] . J o ur nal of Geop hysical Re sea rch ,1977 ,82 :2582 2590 .
[ 5 ] Price J C. On t he A nal ysi s of Ther mal Inf rared Imager y : The Li mit ed U tilit y of App arent Ther mal Iner tia [ J ] . Re mo t e Sen si ng of Envi ro nment ,1985 ,18 ( 1) : 59 73 .
[ 6 ] Ka hle A B . Proceedi ng of t he 10t h Int er natio nal Sympo si um
o n Re mo t e Sensi ng of Envi ro n ment [J ] . Ther mal Inertia Map pi ng ,1975 ,2 :985 994 .
[ 7 ] Ka hle A B . A Si mple Ther mal Mo del of Ear t hs Surf ace fo r
Geolo gic Mappi ng by Remot e Sensi ng [ J ] . J o ur nal of Geo p hysical Re sea rch ,1977 ,82 :1673 1680 .
[ 8 ] Price J C. The Pot ential of Re mo t e Sen sed Ther mal Inf ra red
Dat a to Inf er Surf ace Soil Moi st ure and Evapo ratio n [ J ] . Wa
t er Re so urce s Re sea rch ,1980 ,16 ( 4) :787 795 .
[ 9 ] Prat t D A , Fo st er S J , Ell yet t C D. A Cali bratio n Procedure fo r Fo urier Serie s Ther mal Inertia Mo del s[J ] . Pho to gra mmet
ric Engi neeri ng and Re mot e Sen si ng ,1980 ,46 ( 4) :529 538 .
[ 10 ] Zha ng S Y ,Du J W ,J i ng Y G. A St udy o n Ro uti ne Op eratio n Re mo t e Sen si ng Dro ught Mo nito ri ng Mo del U si ng MOD IS Dat a [ J ] . Agricult ural Research i n t he A rid A rea s , 2006 , 24
( 3) :1 6 . [ ,, . MOD IS
[ J ] . , 2006 , 24
( 3) :1 6 . ]
[ 11 ] J i R P ,Ba n X X , Feng R , et al . Mo nito ri ng Soil Moi st ure a nd
1 :115
A rid A rea wit h NOA A/ A V H RR Dat a [ J ] . J o ur nal of Di sa s
t er Preventio n a nd Miti gatio n Engi neeri ng , 2005 , 25 ( 2 ) : 157
161 . [ , , , . NOA A/ HA V RR
[ J ] . , 2005 , 25
( 2) :157 161 . ]
[ 12 ] Guo Q , Li G C. Mo nito ri ng of Soil Moi st ure by App a rent
Ther mal Inertia Met ho d [ J ] . Chi ne se J o ur nal of Agro met eo
rolo gy ,2005 ,26 ( 4) : 215 219 . [ ,.
[ J ] . ,2005 ,26 ( 4) :215 219 . ]
[ 13 ] J ack so n R D , Idso S B , Regi nato R J , et al . Ca nop y Te mp era
t ure a s a Crop Wat er St re ss Indicato r [ J ] . Wat er Re so urces
Re sea rch ,1981 ,17 : 1133 1138 .
[ 14 ] Tia n G L . Met ho ds fo r Mo nito ri ng Soil Moi st ure U si ng Re
mo t e Sen si ng Technique [ J ] . Re mo t e Sensi ng of Envi ro nment
( Chi na) ,1991 ,6 ( 2) :89 99 . [ .
[J ] . ,1991 ,6 ( 2) :89 99 . ]
[ 15 ] Shen G R , Tia n G L . Re mo t e Sen si ng Mo nito ri ng of Dro ught
i n Huanghe , Huai he a nd Hai he Plai n Ba sed o n GIS The
Calculatio n of Crop Wat er St re ss Index Mo del [ J ] . J o ur nal of
Nat ural Di sa st er s , 1998 , 7 ( 2) : 17 21 . [ , .
GIS [ J ] . , 1998 , 7
( 2) :17 21 . ]
[ 16 ] Wu X B , Ya n S Y , Tia n G L , et al . U si ng NOA A/ A V H RR Dat a to Mo nito r Dro ught wit h GIS Techni que [ J ] . J o ur nal of
Re mo t e Sensi ng ,1998 ,2 ( 4) : 280 283 . [ ,,
,. GIS NOA A/ A V H RR
[J ] . ,1998 ,2 ( 4) :280 283 . ]
[ 17 ] Li u A L ,Li X M , He Y B , et al . Si mplificatio n of Crop Sho rt age Wat er Index a nd It s Applicatio n i n Dro ught Re mo t e Sens
i ng Mo nito ri ng[J ] . Chi ne se J o ur nal of Applied Ecolo gy ,2004 ,
15 ( 2) :210 214 . [ ,, , .
[ J ] . ,
2004 ,15 ( 2) :210 214 . ]
[ 18 ] Mo ran M S ,Cla r ke T R , Ino ue Y. Esti mati ng Co rp Wat er Def icit U si ng t he Relatio n bet ween Surf ace Ai r Te mp erat ure a nd Sp ect ral Veget atio n Index [ J ] . Re mo t e Sen si ng of Envi ro n ment ,1994 ,49 ( 3) :246 263 .
[ 19 ] Qi S H , Zha ng Y P , Ni u Z , et al . Applicatio n of Wat er Deficit
Index i n Dro ught Mo nito ri ng i n Chi na wit h Re mot e Sen si ng
[J ] . Act a Pedolo gica Si nica , 2005 , 42 ( 3 ) : 367 372 . [ 2,
,,. 2
[J ] . ,2005 ,42 ( 3) :367 372 . ]
[ 20 ] Xu Y , Wu M Y ,Li X F , et al . Applicatio n of Dro ught Mo nito
ri ng U si2ng NO A A/ A V H RR Dat a i n Heilo ngjia ng Pro vi nce
[J ] . J o ur nal Ha r bi n U niv. Sci . & Tech , 2005 , 10 ( 2 ) : 51 53 .
[ ,, , . NO A A/ A V H RR 2
[ J ] . 2, 2005 , 10 ( 2 ) :
,1998 ,9 ( 4) :496 500 . ]
[ 22 ] Ya ng S T ,Li u C M , Sun R. The A nal ysi s of Dro ught Relat ed
Cli matic and Veget ative Feat ure s i n t he Yello w River Ba si n
[J ] . J o ur nal of Nat ural Re so urce s , 2003 , 18 ( 2) : 136 141 . [
,,.
[J ] . ,2003 ,18 ( 2) : 136 141 . ]
[ 23 ] Ko gan F N . Re mo t e Sensi ng of Weat her Imp act s o n Veget a
tio n i n No n ho mo geneo u s A rea [ J ] . Int er natio nal J o ur nal of
Re mo t e Sensi ng ,1990 ,11 : 1405 1420 .
[ 24 ] Ko gan F N . Dro ught s of t he L at e 1980 s i n t he U nit ed St at e
A S Deri ved f ro m NOA A Pola r o r biti ng Sat ellit e Dat a [J ] . Bul
leti n of t he A merica n Met eo rolo gical Societ y , 1995 , 76 : 655
668 .
[ 25 ] Feng Q , Tia n G L , Wa ng A S , et al . Experi ment al St udy o n Dro ught Mo nito ri ng by Re mot e Sensi ng i n Chi na by U si ng Veget atio n Co nditio n Index ( ) Dat a A nal ysi s a nd Pro
ce ssi ng [J ] . A ri d L a nd Geo grap hy , 2004 , 27 ( 2 ) : 131 136 . [
,,,.
( ) [ J ] . ,
2004 ,27 ( 2) :131 136 . ]
[ 26 ] Feng Q , Tia n G L , Wa ng A S , et al . Experi ment al St udy o n
t he RS Ba sed Dro ught Mo nito ri ng i n Chi na by U si ng t he Veg
et atio n Co nditio n Index ( ) Mo del s of RS ba sed Dro ught Mo nito ri ng a nd t he A nal yzed Re sult s [ J ] . A rid L a nd Geo grap hy ,2004 ,27 ( 4) :477 484 . [ ,,,.
( )
[ J ] . , 2004 , 27
( 4) :477 484 . ]
[ 27 ] Li X M ,Li u A L , Wang Z , et al . Applicatio n St udy o n Dro ught
Mo nito ri ng by Re mo t e Sensi ng U si ng Veget atio n Diff erence
Index [J ] . J o ur nal of Shanxi Met eo rolo gy , 2004 , 5 : 17 19 . [
,,,.
[J ] . ,2004 ,5 :17 19 . ]
[ 28 ] Zha ng C G , Li W. Applicatio n St udy o n Sat ellit e RS Ba sed
Dro ught Mo nito ri ng i n Fujia n Pro vi nce [ J ] . Met eo rolo gical
Mo nt hl y ,2004 ,30 ( 3) : 22 25 . [ ,.
[J ] . ,2004 ,30 ( 3) :22 25 . ]
[ 29 ] Deng Y J , Xiao Q G , Hua ng J , et al . Applicatio n St udy o n
Dro ught Re mo t e Sensi ng Mo nito ri ng i n Gua ngdo ng Pro vi nce ,
2004 [J ] . J o ur nal o2f Tropical Met eo rolo gy ,2006 , 22 ( 3) : 237
240 . [ ,,,. 2004
[J ] . ,2006 ,22 ( 3) :237 240 . ]
[ 30 ] Sa ndhol t I , Ra smu ssen K , A nder sen J . A Si mple In2t erp ret a
tio n of t he Surf ace Te mp erat ure/ Veget atio n Index Sp ace fo r
A sse ssment of Surf ace Moi st ure St at u s [ J ]2. Re mot e Sen si ng
of Envi ro n ment ,2002 ,79 :213 234 . 2
[ 31 ] Yao C S , Zh2a ng Z X , Wa ng X. Eval uati ng Soil Moi st ure St at u s
51 53 . ]
2 i n Xi njia ng U si ng t he Te mp erat2ure Veget atio n Dr yne ss Index
[ 21 ] Zho u Y M . Mo nito ri ng Dro ught i n Qi nghai Pa sto ral A rea s U2
si ng NOA A/ A V H R R Dat a [ J ] . Q ua rt erl y J o ur nal of Applied
Met eo rolo gy ,1998 ,9 ( 4) 2: 496 500 . [ . NOA A/ A V H RR
[ J ] . 2
( TVD I) [ J ] . Re mo t e Sen si ng Technolo gy a nd Applicatio n ,
2004 ,19 ( 6) :473 478 . [ 2, , . 2
( TVD I) [J ] . 2,
2004 ,19 ( 6) :473 478 . ]
2
2 2
116 23
[ 32 ] Feng S Q , Yi n Q J , Xiao J S , et al . Mo nito ri ng Dro ught Dy
na mic Va riatio n Ba sed o n Te mp erat ure Veget atio n Dro ught
Index i n Qi nghai High a nd Col d A rea [ J ] . Agricult ural Re
search i n t he A rid A rea s , 2006 , 24 ( 5) : 141 145 . [ ,
,,.
[J ] . ,2006 ,24 ( 5) : 141
145 . ]
[ 33 ] Ta n D B ,Li u L M , Ya n J J , et al . Re sea rch o n Dro ught Mo ni
to ri ng Mo del Ba sed o n MOD IS Dat a [ J ] . J o ur nal of Ya ngt ze
River Scientific Research In stit ut e ,2004 ,21 ( 3) : 11 15 . [
,, , . MOD IS
[J ] . ,2004 ,21 ( 3) :11 15 . ]
[ 34 ] Li u L M , H u Y , Ya n J J , et al . A nal ysi s of Pa ra met er s a nd
Thei r Po wer s of MOD IS Dro ught Mo nito ri ng Mo del [ J ] . Edi
to rial Boa r d of Geo matics and Info r matio n Science of Wuha n
U niver sit y ,2005 ,30 ( 2) :139 142 . [ ,,,. MOD IS [J ] . (
) ,2005 ,30 ( 2) :139 142 . ]
[ 35 ] Guo G M , Zhao B R. Mo nito ri ng Soil Moi st ure Co nt ent wit h
MOD IS Dat a [J ] . Soil s , 2004 , 36 ( 2 ) : 219 221 . [ ,
. MOD IS [ J ] . , 2004 , 36 ( 2 ) :
219 221 . ]
[ 36 ] Zho u Q B , Li u J , Wang L M , et al . Cur rent Sit uatio n a nd Pro sp ect A nal ysi s of t he Applicatio n of EO S MOD IS Sat ellit e Dat a i n Agricul t ure [ J ] . J o ur nal of Li bra r y a nd Info r matio n Sciences i n Agricult ure ,2005 ,17 ( 2) :202 205 . [ ,,
,. EO S MOD IS
[J ] . ,2005 ,17 ( 2) : 202 205 . ]
Overvie w of Remote Sensing Approaches to Drought Mon itoring
GU O H u , WA N G Yi ng , WA N G Fa ng
( Ke y L abo r at o r y o f E n v i ron m e nt C h a n ge a n d N at u r al D is as t e r , M i nis t r y o f E d uc at i on ,
B ei j i n g N o r m al U ni v e rs i t y , A c a de m y o f D is as t e r R e d uct i on a n d Em e r ge nc y M a n a g em e nt ,
M i nis t r y o f Ci v i l A f f ai rs & M i nis t r y o f E d uc at i on , B ei j i n g 100875 , C h i n a)
Abstract :Dro ught occur s f reque nt l y i n mo st regio n s of Chi na a nd serio u sly i mp act s t he a gric ult ure . Re mo t e
se n si ng i s t he efficie nt met ho d w hic h ca n dyna mic mo nito r dro ught at a great ra nge of scale . Thi s p ap e r re viewed t he c ur re nt re mo t e se n si ng app ro ac he s i n dro ught mo nito ri ng a nd de scri be s seve ral met ho d s fo r ef
f ective dro ught mo nito ri ng of la r ge la nd a rea s , i ncl udi ng t her mal i ne r tia , evapo t ra n spi ratio n a nd t he ve ge
t atio n i nde x ; F ur t her mo re , t he veget atio n i nde x i ncl ude s a no mal y veget atio n i nde x , veget atio n co nditio n
i nde x , ve get atio n i nde x diff ere nce , ve get atio n supp licatio n wat e r i nde x a nd t e mp erat ure ve get atio n dr yne ss
i nde x a nd so o n . Do mi na nce s a nd li mit atio n s of t he se met ho ds a re di sc u sse d. A s t he app licatio n of dro ught mecha ni sm co mbi ni ng wit h MOD IS dat a ,dro ught will be mo nito re d i n a wi de r scale i n t he f ut ure .
Key words :Dro ught ; Re mo t e se n si ng ; Mo nito ri ng
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