Fig. 1. Location map of study area and Hyperion false color image
Fig. 2. The reflectance spectra of different landscapes
Fig. 3. Standard deviation curves of spectral reflectance of different landscapes
Fig. 4. First derivative spectra of different landscapes
Fig. 5. Standard deviations of first derivative spectra of different landscapes
Fig. 6. NDVI series remote sensing indexes and EVI of different landscapes
Fig. 7. GI, MCARI/OSAVI, MSR705, Chlorphyll Index RedEdge 710 indexes of different landscapes
地物类型 | 像元数量 | 面要素 | 线要素 | 点要素 |
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荷田 | 193 | 2/60 | 0/0 | 133 | 芦苇地 | 177 | 1/42 | 0/0 | 135 | 林地 | 281 | 1/279 | 0/0 | 2 | 农田-水田 | 2 050 | 4/2 050 | 0/0 | 0 | 农田-旱地 | 2 931 | 10/2 931 | 0/0 | 0 | 河道 | 183 | 0/0 | 0/0 | 183 | 湖泊鱼塘 | 2 062 | 0/0 | 0/0 | 2 062 | 建筑用地 | 410 | 6/388 | 1/22 | 0 |
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Table 1. The number of pixels in the region of interest of each landscape type
植被指数 | 计算公式 | 文献 |
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归一化植被指数NDVI | (RNIR-RRed)/(RNIR+RRed) | [15] | 绿色归一化植被指数(GNDVI) | (R801-R550)/(R800+R550) | [16] | 归一化植被指数1(NDVI1) | (R760-R708)/(R760+R708) | [17] | 归一化植被指数2(NDVI2) | (R800-R600)/(R800+R600) | [18] | 归一化植被指数3(NDVI3) | (R900-R680)/(R900+R680) | [19] | 归一化植被指数4(NDVI4) | (R780-R550)/(R780+R550) | [20] | 增强型植被指数(EVI) | 2.5×((RNIR-RRed)/(RNIR+6.0×RRed -7.5×RBlue+1)) | [21] | 绿度指数(GI) | R554/R677 | [22] | 改进红边比值植被指数(MSR705) | (R750-R445)/(R705+R445) | [23] | 优化土壤背景信息的综合叶绿素光谱 指数(MCARI/OSAVI) | [(R750-R705)-0.2(R750-R550)](R750/R705)/ [(1+0.16)(R750-R705)/(R750+R705+0.16)] | [24] | 红边叶绿素指数710 (Chlorphyll Index RedEdge 710) | R750/R710-1 | [25] |
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Table 2. The Hyperspectral Vegetation indexes used by this work
湿地景观 类型 | 蓝边 /nm | 蓝边 斜率 | 黄边 /nm | 黄边 斜率 | 红边 /nm | 红边 斜率 |
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荷田 | 517.92 | 8.70 | 573.44 | -3.89 | 712.19 | 49.23 | 芦苇地 | 509.14 | 4.77 | 572.66 | -2.82 | 719.25 | 36.10 | 林地 | 512.96 | 4.51 | 570.25 | -3.33 | 722.04 | 43.63 | 农田-旱地 | 510.57 | 4.66 | 570.86 | -2.55 | 719.73 | 29.09 | 农田-水田 | 507.85 | 5.03 | 567.90 | -0.93 | 721.80 | 35.17 | 河道 | 503.94 | 6.28 | 565.77 | 2.21 | 704.33 | 3.73 | 湖泊鱼塘 | 506.66 | 7.16 | 562.62 | 2.75 | 708.03 | -5.49 | 建筑用地 | 504.82 | 5.88 | 570.56 | 1.92 | 721.97 | 15.76 |
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Table 3. Characteristics of three sides (blue, yellow and red) of wetland landscape