Scientia Silvae Sinicae ›› 2019, Vol. 55 ›› Issue (10): 152-161.doi: 10.11707/j.1001-7488.20191015
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Jixin Tang1,2,3,Hongyan Jia1,Wuzhi Li1,Xiangdong Lei2,Ji Zeng1,Yuancai Lei2,*
Received:
2018-09-14
Online:
2019-10-25
Published:
2019-11-26
Contact:
Yuancai Lei
Supported by:
CLC Number:
Jixin Tang,Hongyan Jia,Wuzhi Li,Xiangdong Lei,Ji Zeng,Yuancai Lei. Spatial-Temporal Dynamic Patterns of Seed Rain and Their Applications in Harvesting and Regeneration Design of Mytilaria laosensis Plantation[J]. Scientia Silvae Sinicae, 2019, 55(10): 152-161.
Table 1
Density of seed rain and submerged seed in reserve belt of Mytilaria laosensis plantation with strip clear-cutting"
年份 Year | 种子雨密度 Seed rain density/(granule·m-2a-1) | 沉水种子密度 Density of submerged seed/(granule·m-2a-1) | 沉水种子百分比 Percent of submerged seeds(%) | |||||||
样地1 Plot 1 | 样地2 Plot 2 | 样地3 Plot 3 | 均值 Mean value | 样地1 Plot 1 | 样地2 Plot 2 | 样地3 Plot 3 | 均值 Mean value | |||
2016 | 909.0±80.0a | 1 259.8±436.1a | 1 304.3±738.2a | 1 157.7±486.1 A | 320.8±60.0a | 468.8±137.2a | 417.5±206.0a | 402.3±147.6A | 34.75 | |
2017 | 844.0±346.2a | 1 146.3±479.7a | 1 745.8±489.8a | 1 245.3±560.4A | 245.3±104.7a | 360.5±164.3a | 464.3±87.6a | 356.7±145.5 A | 28.64 | |
均值Mean | 876.5±235.3a | 1 203.0±428.6a | 1 525.0±626.1a | 1 201.5±514.9 | 283. 0±88.7a | 414.6±151.6a | 440.9±148.7a | 379.5±145.2 | 31.59 |
Table 2
Density of seed rain and submerged seed of the plantation on the different plots of strip clear-cutting land in the same year"
年份 Year | 林缘距离 Distance to forest edge/m | 种子雨密度 Seed rain density/(granule·m-2a-1) | 种子雨频率 Frequency of seed rain with all nets (%) | 沉水种子密度 Density of submerged seed / (granule·m-2a-1) | 沉水种子频率 Frequency of submerged seed with all nets (%) | 沉水种子百分比 Ratio of submerged seeds (%) | ||||||
样地1 Plot 1 | 样地2 Plot 2 | 样地3 Plot 3 | 均值 Mean value | 样地1 Plot 1 | 样地2 Plot 2 | 样地3 Plot 3 | 均值 Mean value | |||||
2017 | 2.5 | 353.5±224.6a | 330.5±132.1a | 581.8±299.9a | 421.9±238.9 | 100.00 | 84.5±25.3a | 107.8±23.6a | 140.8±41.4a | 111.0±37.1 | 100.00 | 26.3 |
2016&2017 | 5.0 | 251.9±194.2a | 100.1±48.2 b | 307.3±273.8a | 219.8±206.3 | 100.00 | 74.0±70.1a | 47.3±16.8a | 96.3±53.6a | 72.5±53.3 | 100.00 | 33.0 |
2017 | 7.5 | 76.3±67.0a | 56.3±20.2a | 151.3±113.7a | 94.6±81.8 | 100.00 | 13.5±6.1 b | 35.3±13.4a | 47.3±23.8a | 32.0±20.7 | 100.00 | 33.8 |
2016&2017 | 10.0 | 50.0±36.3a | 25.0±17.7a | 55.3±44.1a | 38.3±35.4 | 100.00 | 22.6±24.3a | 21.1±15.7a | 31.1±21.2a | 25.0±20.1 | 100.00 | 57.5 |
2017 | 12.5 | 12.8±3.3ab | 10.0±10.8 b | 28.0±8.4a | 16.9±11.1 | 100.00 | 6.0±2.6 b | 5.5±4.05 b | 18.8±3.9a | 10.1±7.2 | 100.00 | 59.6 |
2016&2017 | 15.0 | 15.0±16.4a | 4.6±5.3a | 7.9±4.3a | 9.1±10.7 | 90.48 | 8.6±11.3a | 4.3±4.7a | 5.7±2.2a | 6.2±7.1 | 85.71 | 67.7 |
2017 | 17.5 | 3.3±3.9a | 0.5±1.0a | 5.8±5.9a | 3.2±4.4 | 58.33 | 1.3±1.9a | 0.3±0.5a | 4.5±4.1a | 2.0±3.0 | 50.00 | 63.5 |
2016&2017 | 20.0 | 3.9±6.8 | 0 | 0.43±0.79 | 1.4±4.2 | 28.57 | 1.1±1.9 | 0 | 0.3±0.8 | 0.5±1.2 | 19.05 | 33.3 |
2017 | 22.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
2016 | 25.0 | 0.7±0.6 | 0 | 0 | 0.2±0.4 | 22.22 | 0 | 0 | 0 | 0 | 0 | 0 |
2016 | 30 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
2016 | 35 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
2016 | 40 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
2016 | 45 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Table 3
Density of seed rain and submerged seed of the plantation on the same plot of strip clear-cutting land with different years"
年份 Year | 林缘距离 Distance to forest edge/m | 种子雨密度 Seed rain density/(granule·m-2a-1) | 沉水种子密度 Density of submerged seed/(granule·m-2a-1) | 沉水种子百分比 Ratio of submerged seeds(%) | |||||||
样地1 Plot 1 | 样地2 Plot 2 | 样地3 Plot 3 | 均值 Mean | 样地1 Plot 1 | 样地2 Plot 2 | 样地3 Plot 3 | 均值 Mean | ||||
2016 | 5.0 | 341.0±262.1A | 68.6±33.6A | 142.7±72.2A | 184.1±183.4A | 127.0±84.9A | 35.0±14.7A | 67.3±26.3A | 76.4±60.5A | 41.52 | |
2017 | 5.0 | 185.0±125.4A | 123.8±46.5A | 430.8±314.8A | 246.5±220.0A | 34.3±10.1B | 56.5±12.5A | 118.0±61.7A | 69.6±49.8A | 28.21 | |
2016 | 10.0 | 74.3±46.2A | 15.0±12.5A | 28.3±22.5A | 39.2±37.8A | 41.3±29.0A | 13.3±11.7A | 20. 7±13.9A | 25.1±21.2A | 64.02 | |
2017 | 10.0 | 31.8±13.2A | 32.5±18.7A | 75.5±47.7A | 46.6±34.9A | 8.5±1.9B | 27.1±17.1A | 39.0±24.0A | 24.8±20.3A | 53.31 | |
2016 | 15.0 | 28.0±18.7A | 2.7±3.1A | 7.3±1.5A | 12.7±15.1A | 17.7±12.7A | 2.7±3.1A | 6.7±1.2A | 9.0±9.4A | 71.05 | |
2017 | 15.0 | 5.3±2.2B | 6.0±6.7A | 8.3±5.9A | 6.5±5.0A | 1.8±2.2B | 5.5±5.8A | 5.0±2.7A | 4.0±3.9A | 62.82 | |
2016 | 20.0 | 7.3±10.2 | 0 | 0 | 2.4±6.3 | 2.3±2.5 | 0 | 0 | 0.8±3.2 | 31.82 | |
2017 | 20.0 | 1.3±1.5 | 0 | 0.8±1.0 | 0.7±1.1 | 0.3±0.5 | 0 | 0.5±1.0 | 0.3±0.6 | 37.50 |
Table 4
Distribution forecasting model of seed rain and submerged seed on the clear-cutting land"
因子 Factor | 预测变量 Predictor | 模型 Model | 样本数 Samplenumber | 参数 Parameter | 模型评价指标 Evaluated index of model | ||||||
a | b | R2 | MD | RMD(%) | RMSE | RRMSE(%) | |||||
种子雨密度 Density of seed rain | y | (7) | 112 | 1.208 3±0.216 1 | 1.352 9±0.144 3 | 0.579 6 | -6.755 8 | -6.21 | 115.578 0 | 106.65. | |
(8) | 112 | 2.493 9±0.373 7 | -0.299 6±0.038 7 | 0.580 7 | 1.147 0 | 1.05 | 115.428 0 | 106.51 | |||
(9) | 112 | 5.501 8±1.666 6 | -2.452 1±0.134 0 | 0.754 6 | -6.109 3 | -5.61 | 159.517 7 | 147.20 | |||
(10) | 112 | 0.515 8±0.088 1 | -0.285 6±0.014 6 | 0.778 3 | 28.579 3 | 26.25 | 120.511 1 | 111.20 | |||
Lny | (9) | 112 | 5.501 8±1.666 6 | -2.452 1±0.134 0 | 0.754 6 | 1.29E-12 | 5.59E-11 | 0.868 6 | 25.38 | ||
(10) | 112 | 0.515 8±0.088 1 | -0.285 6±0.014 6 | 0.778 3 | 1.894 0E-11 | 5.51E-10 | 0.825 7 | 24.13 | |||
沉水种子密度 Density of the submerged seed | y | (7) | 106 | 0.251 0±0.035 6 | -1.077 2±0.102 2 | 0.603 0 | -1.124 8 | -2.95 | 28.548 3 | 75.11 | |
(8) | 106 | 0.537 2±0.057 1 | -0.216 5±0.022 8 | 0.645 7 | -0.004 7 | -0.01 | 26.969 0 | 70.96 | |||
(9) | 106 | 2.800 7±0.758 7 | -1.901 0±0.122 5 | 0.708 8 | 1.152 4 | 3.02 | 37.101 8 | 97.62 | |||
(10) | 106 | 0.516 6±0.079 6 | -0.240 0±0.014 1 | 0.746 0 | 6.030 7 | 15.79 | 27.867 3 | 73.74 | |||
Lny | (9) | 106 | 2.800 7±0.758 7 | -1.901 0±0.122 5 | 0.708 8 | 3.93E-13 | 1.37E-11 | 0.750 7 | 26.33 | ||
(10) | 106 | 0.516 6±0.079 6 | -0.240 0±0.014 1 | 0.746 0 | -9.755 7E-10 | -3E-08 | 0.701 1 | 24.59 |
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