Chin J Plan Ecolo ›› 2017, Vol. 41 ›› Issue (2): 157-164.DOI: 10.17521/cjpe.2016.0223
• Research Articles • Next Articles
Chao LI, Shu-Qing ZHAO, Jing-Yun FANG*()
Received:
2015-07-04
Accepted:
2016-11-28
Online:
2017-02-10
Published:
2017-03-16
Contact:
Jing-Yun FANG
About author:
KANG Jing-yao(1991-), E-mail:
Chao LI, Shu-Qing ZHAO, Jing-Yun FANG. Vegetation cover change and driving factors in Fujian Province between 1975 and 2014[J]. Chin J Plan Ecolo, 2017, 41(2): 157-164.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2016.0223
卫星参数 Satellite parameter | 卫星高度 Satellite height (km) | 倾角 Orbit inclination (°) | 覆盖周期 Overlapping period (d) | 扫幅宽度 Scanning width (km) | 波段数 Band number | 机载传感器 Borne sensor | 空间分辨率 Spatial resolution (m) |
---|---|---|---|---|---|---|---|
LandSat 1 | 920 | 99.125 | 18 | 185 | 4 | MSS | 78 |
LandSat 2 | 920 | 99.125 | 18 | 185 | 4 | MSS | 78 |
LandSat 3 | 920 | 99.125 | 18 | 185 | 4 | MSS | 78 |
LandSat 4 | 705 | 98.22 | 16 | 185 | 7 | MSS, TM | 30, 120 |
LandSat 5 | 705 | 98.22 | 16 | 185 | 7 | MSS, TM | 30, 120 |
LandSat 8 | 705 | 98.20 | 16 | 80 | 11 | OLI, TIRS | 15, 30, 100 |
Table 1 Parameters of data sources of remote sensing
卫星参数 Satellite parameter | 卫星高度 Satellite height (km) | 倾角 Orbit inclination (°) | 覆盖周期 Overlapping period (d) | 扫幅宽度 Scanning width (km) | 波段数 Band number | 机载传感器 Borne sensor | 空间分辨率 Spatial resolution (m) |
---|---|---|---|---|---|---|---|
LandSat 1 | 920 | 99.125 | 18 | 185 | 4 | MSS | 78 |
LandSat 2 | 920 | 99.125 | 18 | 185 | 4 | MSS | 78 |
LandSat 3 | 920 | 99.125 | 18 | 185 | 4 | MSS | 78 |
LandSat 4 | 705 | 98.22 | 16 | 185 | 7 | MSS, TM | 30, 120 |
LandSat 5 | 705 | 98.22 | 16 | 185 | 7 | MSS, TM | 30, 120 |
LandSat 8 | 705 | 98.20 | 16 | 80 | 11 | OLI, TIRS | 15, 30, 100 |
Fig. 1 Flow chart of OLI/TM/MSS data processing. The rectangular with dash line means data preprocessing. The rectangular with dash and point line means establishment and assessment of supervised classification model. The rectangular with dash and double points line means post processing and change analysis.
年份 Year | 1975 | 1985 | 1995 | 2000 | 2005 | 2010 | 2014 |
---|---|---|---|---|---|---|---|
总体精度 Total accuracy (%) | 82.0 | 81.3 | 88.2 | 88.0 | 91.2 | 90.8 | 90.5 |
Kappa系数 Kappa coefficient | 0.784 | 0.786 | 0.848 | 0.846 | 0.874 | 0.869 | 0.867 |
Table 2 Accuracy assessment of the confusion matrix
年份 Year | 1975 | 1985 | 1995 | 2000 | 2005 | 2010 | 2014 |
---|---|---|---|---|---|---|---|
总体精度 Total accuracy (%) | 82.0 | 81.3 | 88.2 | 88.0 | 91.2 | 90.8 | 90.5 |
Kappa系数 Kappa coefficient | 0.784 | 0.786 | 0.848 | 0.846 | 0.874 | 0.869 | 0.867 |
Fig. 3 Vegetation cover change of Fujian Province between 1975 and 2014. Small change means the ratio of changed numbers of pixels is less than 1%, and big change means vice versa. Project system: Beijing-54. Unit: m.
森林Forest | 人工林 Plantation | 城镇 Urban | 农田 Cropland | 灌丛和草丛 Shrub & grass | 裸地 Bare land | 未分类用地 Unclassified | 植被覆盖 Vegetation cover | 植被覆盖率 Vegetation cover rate (%) | |
---|---|---|---|---|---|---|---|---|---|
1975 | 6.334 | 1.640 | 0.047 | 1.450 | 2.043 | 1.889 | 0.377 | 8.377 | 69.0 |
1985 | 7.155 | 1.730 | 0.067 | 1.426 | 1.642 | 1.602 | 0.248 | 8.797 | 72.5 |
1995 | 7.117 | 3.060 | 0.154 | 1.392 | 1.993 | 1.403 | 0.081 | 9.111 | 75.0 |
2000 | 7.332 | 3.200 | 0.178 | 1.383 | 1.739 | 1.456 | 0.052 | 9.071 | 74.7 |
2005 | 7.393 | 3.390 | 0.212 | 1.348 | 1.538 | 1.493 | 0.156 | 8.931 | 73.6 |
2010 | 7.506 | 3.590 | 0.244 | 1.336 | 1.863 | 1.107 | 0.084 | 9.369 | 77.2 |
2014 | 8.060 | 3.980 | 0.268 | 1.311 | 1.382 | 1.079 | 0.040 | 9.442 | 77.8 |
面积变化 Area change | 1.726 | 2.340 | 0.221 | -0.139 | -0.661 | -0.810 | -0.337 | 1.065 | |
贡献率(%) Contribution rate | 162.1 | 219.7 | 20.8 | -13.1 | -62.1 | -76.1 | -31.6 | 100 |
Table 3 Area changes and factor contributions to the changes of land use/cover in Fujian Province between 1975 and 2014 (area unit: 104 km2)
森林Forest | 人工林 Plantation | 城镇 Urban | 农田 Cropland | 灌丛和草丛 Shrub & grass | 裸地 Bare land | 未分类用地 Unclassified | 植被覆盖 Vegetation cover | 植被覆盖率 Vegetation cover rate (%) | |
---|---|---|---|---|---|---|---|---|---|
1975 | 6.334 | 1.640 | 0.047 | 1.450 | 2.043 | 1.889 | 0.377 | 8.377 | 69.0 |
1985 | 7.155 | 1.730 | 0.067 | 1.426 | 1.642 | 1.602 | 0.248 | 8.797 | 72.5 |
1995 | 7.117 | 3.060 | 0.154 | 1.392 | 1.993 | 1.403 | 0.081 | 9.111 | 75.0 |
2000 | 7.332 | 3.200 | 0.178 | 1.383 | 1.739 | 1.456 | 0.052 | 9.071 | 74.7 |
2005 | 7.393 | 3.390 | 0.212 | 1.348 | 1.538 | 1.493 | 0.156 | 8.931 | 73.6 |
2010 | 7.506 | 3.590 | 0.244 | 1.336 | 1.863 | 1.107 | 0.084 | 9.369 | 77.2 |
2014 | 8.060 | 3.980 | 0.268 | 1.311 | 1.382 | 1.079 | 0.040 | 9.442 | 77.8 |
面积变化 Area change | 1.726 | 2.340 | 0.221 | -0.139 | -0.661 | -0.810 | -0.337 | 1.065 | |
贡献率(%) Contribution rate | 162.1 | 219.7 | 20.8 | -13.1 | -62.1 | -76.1 | -31.6 | 100 |
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