Chin J Plant Ecol ›› 2005, Vol. 29 ›› Issue (6): 918-926.DOI: 10.17521/cjpe.2005.0127
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MA Yu-Ping1(), WANG Shi-Li1, ZHANG Li1, HOU Ying-Yu2
Received:
2004-07-29
Accepted:
2004-12-20
Online:
2005-07-29
Published:
2005-09-30
MA Yu-Ping, WANG Shi-Li, ZHANG Li, HOU Ying-Yu. A PRELIMINARY STUDY ON THE RE-INITIALIZATION/RE-PARAMETERIZATION OF A CROP MODEL BASED ON REMOTE SENSING DATA[J]. Chin J Plant Ecol, 2005, 29(6): 918-926.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2005.0127
2001~2002 | |||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
月-日 Month-day | 10-2 | 11-20 | 3-7 | 3-12 | 3-19 | 4-2 | 4-8 | 4-15 | 5-2 | ||||||||||||||||||||||||||
年内天数 Day of the year | 275 | 324 | 66 | 71 | 78 | 92 | 98 | 105 | 122 | ||||||||||||||||||||||||||
2002~2003 | |||||||||||||||||||||||||||||||||||
月-日 Month-day | 11-5 | 11-12 | 11-17 | 11-27 | 3-10 | 3-20 | 3-28 | 4-4 | 4-9 | 4-27 | 5-11 | ||||||||||||||||||||||||
年内天数 Day of the year | 309 | 316 | 321 | 331 | 69 | 79 | 87 | 94 | 99 | 117 | 131 |
Table 1 The date of MODIS data
2001~2002 | |||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
月-日 Month-day | 10-2 | 11-20 | 3-7 | 3-12 | 3-19 | 4-2 | 4-8 | 4-15 | 5-2 | ||||||||||||||||||||||||||
年内天数 Day of the year | 275 | 324 | 66 | 71 | 78 | 92 | 98 | 105 | 122 | ||||||||||||||||||||||||||
2002~2003 | |||||||||||||||||||||||||||||||||||
月-日 Month-day | 11-5 | 11-12 | 11-17 | 11-27 | 3-10 | 3-20 | 3-28 | 4-4 | 4-9 | 4-27 | 5-11 | ||||||||||||||||||||||||
年内天数 Day of the year | 309 | 316 | 321 | 331 | 69 | 79 | 87 | 94 | 99 | 117 | 131 |
Fig.1 Relationship between LAI and NDVI simulated by SAIL-PROSPECT model compared with measured situation (The curve in right firure is measured situation: Zhang Renhua, Yucheng Shandong, 1987-1991, wheat (1996))
出苗期(DOY) Emergence date | 模拟开花期(DOY) Simulated anthsis date | 模拟成熟期(DOY) Simulated mature date | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
a | e | ri | e | nri | e | ari | e | nri | e | ari | e |
275 | -33 | 324 | 16 | - | - | - | - | - | - | - | - |
288 | -20 | 312 | 4 | 106 | -10 | 117 | 1 | 148 | -5 | 154 | 1 |
293 | -15 | 308 | 0 | 110 | -6 | 116 | 0 | 150 | -3 | 153 | 0 |
298 | -10 | 306 | -2 | 112 | -4 | 115 | -1 | 151 | -2 | 152 | -1 |
303 | -5 | 303 | -5 | 114 | -2 | 115 | -1 | 152 | -1 | 152 | -1 |
308 | 0 | 305 | -3 | 116 | 0 | 115 | -1 | 153 | 0 | 152 | -1 |
313 | 5 | 306 | -2 | 118 | 2 | 115 | -1 | 154 | 1 | 152 | -1 |
318 | 10 | 311 | 3 | 119 | 3 | 117 | 2 | 155 | 2 | 154 | 1 |
320 | 12 | 312 | 4 | 120 | 4 | 117 | 1 | 156 | 2 | 154 | 1 |
Table 2 Errors of simulated development stage of winter wheat after re-initializing emergence date by remote sensing data (Zhengzhou,2002-2003)
出苗期(DOY) Emergence date | 模拟开花期(DOY) Simulated anthsis date | 模拟成熟期(DOY) Simulated mature date | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
a | e | ri | e | nri | e | ari | e | nri | e | ari | e |
275 | -33 | 324 | 16 | - | - | - | - | - | - | - | - |
288 | -20 | 312 | 4 | 106 | -10 | 117 | 1 | 148 | -5 | 154 | 1 |
293 | -15 | 308 | 0 | 110 | -6 | 116 | 0 | 150 | -3 | 153 | 0 |
298 | -10 | 306 | -2 | 112 | -4 | 115 | -1 | 151 | -2 | 152 | -1 |
303 | -5 | 303 | -5 | 114 | -2 | 115 | -1 | 152 | -1 | 152 | -1 |
308 | 0 | 305 | -3 | 116 | 0 | 115 | -1 | 153 | 0 | 152 | -1 |
313 | 5 | 306 | -2 | 118 | 2 | 115 | -1 | 154 | 1 | 152 | -1 |
318 | 10 | 311 | 3 | 119 | 3 | 117 | 2 | 155 | 2 | 154 | 1 |
320 | 12 | 312 | 4 | 120 | 4 | 117 | 1 | 156 | 2 | 154 | 1 |
项目 Items | 平均拟合优度 Average goodness of fit | 相对误差 Relative error(%) | ||||||
---|---|---|---|---|---|---|---|---|
nri | SAVI-2 | SAVI-4 | SAVI-7 | nri | SAVI-2 | SAVI-4 | SAVI-7 | |
a | 0.352 | 0.826 | 0.559 | 0.559 | 24.42 | 14.65 | 15.26 | 15.26 |
b | 0.348 | 0.893 | 0.634 | 0.634 | 16.06 | 52.81 | 42.32 | 42.32 |
c | 0.436 | 1.203 | 0.872 | 0.872 | 32.4 | 4.56 | 9.78 | 9.78 |
d | 0.304 | 0.308 | 0.295 | 0.295 | 18.16 | 17.7 | 15.91 | 15.91 |
e | 0.397 | 0.572 | 0.348 | 0.348 | 31.66 | 24.53 | 15.8 | 15.8 |
f | 0.367 | 0.760 | 0.545 | 0.545 | 24.54 | 22.85 | 19.81 | 19.81 |
Table 3 Average goodness of fit ( Q ? ) and relative error of simulated results after dynamic re-initializing emergence date by remote sensing data for different times (Zhengzhou, 2003)
项目 Items | 平均拟合优度 Average goodness of fit | 相对误差 Relative error(%) | ||||||
---|---|---|---|---|---|---|---|---|
nri | SAVI-2 | SAVI-4 | SAVI-7 | nri | SAVI-2 | SAVI-4 | SAVI-7 | |
a | 0.352 | 0.826 | 0.559 | 0.559 | 24.42 | 14.65 | 15.26 | 15.26 |
b | 0.348 | 0.893 | 0.634 | 0.634 | 16.06 | 52.81 | 42.32 | 42.32 |
c | 0.436 | 1.203 | 0.872 | 0.872 | 32.4 | 4.56 | 9.78 | 9.78 |
d | 0.304 | 0.308 | 0.295 | 0.295 | 18.16 | 17.7 | 15.91 | 15.91 |
e | 0.397 | 0.572 | 0.348 | 0.348 | 31.66 | 24.53 | 15.8 | 15.8 |
f | 0.367 | 0.760 | 0.545 | 0.545 | 24.54 | 22.85 | 19.81 | 19.81 |
Fig.5 Comparison of measured and Simulated LAI and gross above-ground dry matter weight after dynamic re-initializing emergence date by remote sensing data in different times (Zhengzhou, 2003)
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