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Pasture Monitoring based on the Remote Sensing and Ground Observation Base (example of
Balkhash area)
Lyubov’ V. Lebed’, Ph.D
Project K-1396p of ISTCPartner USDA-ARS
Collaborators:Jiaguo Qi, Prof. of Michigan State University
Philip Heilman, Ph.D, USDA-ARS
Kazakh Research Institute of Ecology and ClimateMinistry of Environment Protection, the Republic of Kazakhstan
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Fig. 1 Research region
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LANDSAT image of Balkhash area on July 25, 2006
Biomass Profile July 25, 2006
0
100
200
300
400
500
600
700
800
900
1000
0 50000 100000 150000 200000 250000
Distance
Valu
e
Number of points: 7684Minimum value: 278.000000Maximum value: 894.000000Mean value: 675.583160Variance: 5833.526469Standard deviation: 76.377526
Biomass image for “Southern” pasture polygonon July 25, 2006
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Biomass image for “Southern” polygonon May 22, 2007
Biomass Profile May 22, 2007
0
0,5
1
1,5
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0 50000 100000 150000 200000 250000
Distance
Valu
e
Number of points: 126Minimum value: 0.167471Maximum value: 0.213540Mean value: 0.180770Variance: 0.000324Standard deviation: 0.018008
MODIS image of Balkhash area on May 22, 2007
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Correlation between NDVI from MSR 16 radiometer and vegetation cover from field observation on polygon“Southern” in April - May 2007
Correlation between vegetation cover (%) and ground biomass (t/ha) from field observation on polygon“Southern”1 – Ephemery – Artemisia of submontane plain in May 2007;2. – Ephemery – Strubery of small-mountaine sands in May 2007;3. - Grass- Strubery of heitgh-mound’s sands in May 2007;4. – Haloxylon of takyr-plain in Ileriver delta in August 2007;5. Grass- Strubery of heitgh-mound’s sands in September 2007. - 1x1 m area; ⌂ - vegetation typ; x -30x30 m area
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PASTURE MODEL (RK)This model simulates growth and destruction of nature pasture plants biomass.
t
o
RtdtBBpot
BpotBt
0
exp1
1(1)
(2)
(3)
ArRpotR
),,( WTJfAr
(4)
(5)
where Bt – current annual biomass growth, t/ha;
B pot – potentially possible biomass, t/ha;
Rt – plant growth function;
Rm - Rt volue under optimal agrometeorological conditions;
J, T, W, C – environmental indexes (solar radiation, warmth, moisture, CO2 );
Bt’ – biomass in destruction period, t/ha;
Bt –biomass destruction index;
t – time from the beginning of vegetation period.
Bpot=Ph-P
Ph=f (J, C)
P=f (Bo)
(6)
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Fig. Modeling of ground biomass for pasture in 2007 agroclimatical condition on
«Southern» polygon
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Fig. Geobotanic map on “Southern” research polygon
1:200 000
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Fig. Geobotanic map on Almaty region. 1:2 500 000
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Fig. Corrected NDVI Ho on pasture land on “Southern” polygon in 2007-2008 spring and summerseasons from Modis image treatment. 1:2 500 000
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Fig. Corrected Green biomass (T/ha) on pasture land on “Southern” polygonin 2007-2008 spring and summer seasons from Modis image treatment.1:2500 000
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Fig. Results of treatment of Modis image
for May 2008 for pasture lands for “Nothern” research polygon.
1:2 500 000
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Spring Summer AutumnFarm , Site Bio F.U EV EV EV Bio F.U EV EV EV Bio F.u EV EV EV
F. "Mashan", T\ha T\ha T\ha F.u\ha
H.-dT\ha
T\ha T\ha T\ha F.u\ha H.- d T\ha
T\ha T\ha
T\ha F.u\ha H.-dT\ha
Site 1, c.24-35 2007 0.38 778 0.66 465 232 0.2 1765
1.09 1059 530 0.08 543 0.9 366 183
Beforemountainplaint
2008 0.27 422 0.37 253 127 0.15 858 0.9 514 257 0.09 288 0.28 173 87
4300 head-20072000 head-2008
Site 2, c. 181Small hilly sand 2007 0.26 232 0.21 139 70 0.23 310 0.39 186 93 0.17 140 0.18 84 42500 head -2007 2008 0.19 219 0.2 131 65 0.18 390 0.47 234 117 0.12 135 0.24 81 40750 head - 2008
Site 3, c. 171Higth hilly sand 2007 0.23 165 0.14 100 50 - - - - - 0.12 120 0.07 72 36Winter pasture 2008 0.22 143 0.13 86 40 - - - - - 0.13 130 0.08 80 40
Co. CamelC. 66 2007 0.42 367 0.33 220 110 0.46 507 0.61 304 152 0.36 207 0.38 124 65
18000 head -2007 2008 0.31 295 0.26 177 90 0.14 347 0.42 208 104 0.11 122 0.23 73 38
Ecological and agricultural index for pasture land using on “Southern” research polygon in change agroclimatic condition
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Fig. Agricultural index (food units/ha) for pasture use landon “Southern” research polygon by 70% probability and more
1:200 000
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Fig. Ecological index (food, t/ha) for pasture useland on “Southern” research polygon by 70% probability and more
1:200 000
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Fig. Ecological index (volume head-days/ha) for pasture useon “Southern” research polygon by 70% probability and more
1:200 000
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The air temperature and precipitation dynamic in Kazakhstan area. (S. Dolgich. 2004)
1 – annual volume2 – sliding 11-years period average3 - trend line
1
2 31
2 3
◦С
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0,260,300,12Bio, t/ha0,230,400,480,570,82111К, un208530,028,026,223,121,119,717,115,411,39,64,1ТС
0,340,400,14Bio, t/ha0,270,470,560,670,86111К, un205028,226,222,421,619,618,215,814,110,08,12,6ТС
0,290,330,10Bio, t/ha0,300,500,620,740,9711К, un203026,924,923,120,718,717,315,113,49,37,31,8ТСВ2
0,410,460,18Bio, t/ha0,210,370,450,530,650,84111К, un208531,129,127,324,222,220,818,416,712,611,25,7ТС
0,360,410,14Bio, t/ha
0,270,450,540,640,82111К, un205027,525,523,721,819,818,416,414,710,68,63,1ТС
0,410,340,11Bio, t/ha0,300,520,620,750,9811К, un203026,224,222,420,618,617,215,319,69,57,41,9ТСА2
0,440,30,12Bio, t/ha0,300,510,630,76111К, un1976-200525,123,121,319,117,115,712,912,18,05,80,6ТСBasis
32132132132
JuneMayAprilMarchClimatescenarious
Agrometeorological condition for growth and accumulation of biomass on Pasture under influence of climate change in Southern Balkhash area
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Production of aboveground and underground mass by N.I. Bazilevich
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Fig. Volume of primary production (aboveground and underground) on pasture land on “Southern” research polygon
1:200 000