Ecology and Environment ›› 2023, Vol. 32 ›› Issue (6): 1053-1061.DOI: 10.16258/j.cnki.1674-5906.2023.06.006
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DU Caiyan1(), YANG Peng2, FENG Shuxian2, MAO Yanting1, TAO Qiong1, CI Zhulamu2, PENG Huiping2, HE Jianmei2, LI Weilin2
Received:
2022-12-01
Online:
2023-06-18
Published:
2023-09-01
杜彩艳1(), 杨鹏2, 蜂述先2, 毛妍婷1, 陶琼1, 此主拉姆2, 彭慧娉2, 和建美2, 李卫林2
作者简介:
杜彩艳(1977年生),女,副研究员,博士,主要从事植物营养和环境生态研究。E-mail: caiyandu@126.com
基金资助:
CLC Number:
DU Caiyan, YANG Peng, FENG Shuxian, MAO Yanting, TAO Qiong, CI Zhulamu, PENG Huiping, HE Jianmei, LI Weilin. Correlation between Quality and Ecological Factors of Weixi Glutinous Yam in Different Ecological Regions[J]. Ecology and Environment, 2023, 32(6): 1053-1061.
杜彩艳, 杨鹏, 蜂述先, 毛妍婷, 陶琼, 此主拉姆, 彭慧娉, 和建美, 李卫林. 不同生态区维西糯山药品质与生态因子相关性研究[J]. 生态环境学报, 2023, 32(6): 1053-1061.
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URL: https://www.jeesci.com/EN/10.16258/j.cnki.1674-5906.2023.06.006
品质指标 | 碧罗村 | 保和镇周边 | 扎子村 |
---|---|---|---|
水分含量 | 74.9±2.07a1) | 76.5±4.68a | 76.3±2.62a |
灰分含量 | 0.59±0.03a | 0.46±0.02c | 0.54±0.02b |
多糖含量 | 7.28±0.15c | 7.65±0.13a | 7.47±0.07b |
氨基酸含量 | 13.5±0.41a | 13.4±0.69a | 13.7±0.66a |
水溶性浸出物含量 | 13.3±0.79a | 12.9±0.87a | 14.2±0.60a |
粘液蛋白含量 | 0.86±0.06b | 0.73±0.03c | 0.95±0.04a |
皂苷含量 | 0.29±0.01b | 0.25±0.02c | 0.38±0.03a |
多酚含量 | 0.04±0.00a | 0.04±0.00a | 0.04±0.00a |
淀粉含量 | 17.4±0.54b | 16.7±0.62c | 19.3±0.80a |
直链淀粉含量 | 6.62±0.42b | 6.00±0.25c | 6.83±0.23a |
支链淀粉含量 | 10.8±0.45b | 10.7±0.52b | 12.5±0.73a |
Table 1 Comparison of the quality of Weixi glutinous yam in different ecological regions %
品质指标 | 碧罗村 | 保和镇周边 | 扎子村 |
---|---|---|---|
水分含量 | 74.9±2.07a1) | 76.5±4.68a | 76.3±2.62a |
灰分含量 | 0.59±0.03a | 0.46±0.02c | 0.54±0.02b |
多糖含量 | 7.28±0.15c | 7.65±0.13a | 7.47±0.07b |
氨基酸含量 | 13.5±0.41a | 13.4±0.69a | 13.7±0.66a |
水溶性浸出物含量 | 13.3±0.79a | 12.9±0.87a | 14.2±0.60a |
粘液蛋白含量 | 0.86±0.06b | 0.73±0.03c | 0.95±0.04a |
皂苷含量 | 0.29±0.01b | 0.25±0.02c | 0.38±0.03a |
多酚含量 | 0.04±0.00a | 0.04±0.00a | 0.04±0.00a |
淀粉含量 | 17.4±0.54b | 16.7±0.62c | 19.3±0.80a |
直链淀粉含量 | 6.62±0.42b | 6.00±0.25c | 6.83±0.23a |
支链淀粉含量 | 10.8±0.45b | 10.7±0.52b | 12.5±0.73a |
品质指标 | 主成分1 | 主成分2 | 主成分3 | 主成分4 |
---|---|---|---|---|
淀粉含量 | -0.433 | 0.710 | 0.220 | -0.324 |
粘液蛋白含量 | 0.917 | 0.271 | 0.073 | -0.143 |
皂苷含量 | 0.797 | -0.118 | -0.232 | -0.095 |
支链淀粉含量 | 0.805 | 0.407 | 0.207 | -0.140 |
直链淀粉含量 | 0.150 | -0.232 | 0.724 | 0.071 |
水溶性浸出物含量 | 0.606 | -0.665 | -0.190 | 0.120 |
多糖含量 | 0.657 | 0.118 | 0.388 | 0.357 |
灰分含量 | 0.911 | -0.096 | -0.065 | -0.059 |
多酚含量 | 0.872 | 0.256 | -0.029 | -0.072 |
氨基酸含量 | -0.026 | 0.448 | -0.095 | 0.850 |
水分含量 | 0.171 | 0.359 | -0.691 | 0.004 |
特征值 | 4.75 | 1.67 | 1.35 | 1.03 |
方差贡献率 | 43.2 | 15.2 | 12.3 | 9.39 |
累计贡献率 | 43.2 | 58.4 | 70.7 | 80.1 |
Table 2 Eigenvectors, eigenvalues, contribution rates and cumulative contribution rates of the four principal components
品质指标 | 主成分1 | 主成分2 | 主成分3 | 主成分4 |
---|---|---|---|---|
淀粉含量 | -0.433 | 0.710 | 0.220 | -0.324 |
粘液蛋白含量 | 0.917 | 0.271 | 0.073 | -0.143 |
皂苷含量 | 0.797 | -0.118 | -0.232 | -0.095 |
支链淀粉含量 | 0.805 | 0.407 | 0.207 | -0.140 |
直链淀粉含量 | 0.150 | -0.232 | 0.724 | 0.071 |
水溶性浸出物含量 | 0.606 | -0.665 | -0.190 | 0.120 |
多糖含量 | 0.657 | 0.118 | 0.388 | 0.357 |
灰分含量 | 0.911 | -0.096 | -0.065 | -0.059 |
多酚含量 | 0.872 | 0.256 | -0.029 | -0.072 |
氨基酸含量 | -0.026 | 0.448 | -0.095 | 0.850 |
水分含量 | 0.171 | 0.359 | -0.691 | 0.004 |
特征值 | 4.75 | 1.67 | 1.35 | 1.03 |
方差贡献率 | 43.2 | 15.2 | 12.3 | 9.39 |
累计贡献率 | 43.2 | 58.4 | 70.7 | 80.1 |
生态区 | Y1 | Y2 | Y3 | Y4 | 综合得分 | 综合排名 |
---|---|---|---|---|---|---|
碧罗村 | -2.80 | -2.80 | -0.30 | -0.63 | -1.63 | 2 |
保和镇周边 | -14.0 | -6.36 | -1.5 | -3.15 | -6.96 | 3 |
扎子村 | 16.7 | 7.57 | 1.79 | 3.75 | 8.43 | 1 |
Table 3 Comprehensive evaluation results of the quality of Wixi glutinous yam in different ecological regions
生态区 | Y1 | Y2 | Y3 | Y4 | 综合得分 | 综合排名 |
---|---|---|---|---|---|---|
碧罗村 | -2.80 | -2.80 | -0.30 | -0.63 | -1.63 | 2 |
保和镇周边 | -14.0 | -6.36 | -1.5 | -3.15 | -6.96 | 3 |
扎子村 | 16.7 | 7.57 | 1.79 | 3.75 | 8.43 | 1 |
土壤性质 | 碧罗村 | 保和镇周边 | 扎子村 |
---|---|---|---|
pH值 | 5.57±0.06a | 5.72±0.06a | 5.78±0.06a |
w(有机质)/(g·kg-1) | 74.7±1.01a | 45.7±5.06c | 67.8±0.92b |
w(碱解氮)/(mg·kg-1) | 199.4±2.75a | 102.2±1.43c | 186.7±2.16b |
w(有效磷)/(mg·kg-1) | 29.4±0.63b | 20.8±0.75c | 36.6±0.83a |
w(速效钾)/(mg·kg-1) | 370.9±5.18a | 266.4±5.94c | 336.9±4.91b |
w(全氮)/(g·kg-1) | 2.90±0.05a | 1.82±0.06c | 2.66±0.04b |
w(全磷)/(g·kg-1) | 1.05±0.03a | 0.66±0.02b | 1.00±0.02a |
w(全钾)/(g·kg-1) | 14.7±0.16b | 14.8±0.18b | 19.9±0.29a |
w(有效锌)/(mg·kg-1) | 2.40±0.06b | 1.10±0.06c | 3.33±0.07a |
w(有效锰)/(mg·kg-1) | 10.9±0.31c | 67.4±0.78a | 18.7±0.38b |
w(有效铁)/(mg·kg-1) | 47.5±1.00b | 37.2±0.65c | 59.6±0.81a |
w(有效铜)/(mg·kg-1) | 1.10±0.04a | 0.95±0.02b | 1.00±0.02b |
w(有效硼)/(mg·kg-1) | 0.53±0.02c | 0.64±0.01b | 0.73±0.02a |
w(交换性钙)/(mg·kg-1) | 1598.2±32.3b | 1042.1±11.0c | 1808.0±33.3a |
w(交换性镁)/(mg·kg-1) | 182.2±5.82b | 209.9±4.03a | 194.4±2.48b |
b(阳离子交换量)/(cmo·kg-1) | 17.9±0.43a | 13.8±0.28b | 14.8±0.26b |
Table 4 Comparison of soil nutrient content differences in different ecological regions
土壤性质 | 碧罗村 | 保和镇周边 | 扎子村 |
---|---|---|---|
pH值 | 5.57±0.06a | 5.72±0.06a | 5.78±0.06a |
w(有机质)/(g·kg-1) | 74.7±1.01a | 45.7±5.06c | 67.8±0.92b |
w(碱解氮)/(mg·kg-1) | 199.4±2.75a | 102.2±1.43c | 186.7±2.16b |
w(有效磷)/(mg·kg-1) | 29.4±0.63b | 20.8±0.75c | 36.6±0.83a |
w(速效钾)/(mg·kg-1) | 370.9±5.18a | 266.4±5.94c | 336.9±4.91b |
w(全氮)/(g·kg-1) | 2.90±0.05a | 1.82±0.06c | 2.66±0.04b |
w(全磷)/(g·kg-1) | 1.05±0.03a | 0.66±0.02b | 1.00±0.02a |
w(全钾)/(g·kg-1) | 14.7±0.16b | 14.8±0.18b | 19.9±0.29a |
w(有效锌)/(mg·kg-1) | 2.40±0.06b | 1.10±0.06c | 3.33±0.07a |
w(有效锰)/(mg·kg-1) | 10.9±0.31c | 67.4±0.78a | 18.7±0.38b |
w(有效铁)/(mg·kg-1) | 47.5±1.00b | 37.2±0.65c | 59.6±0.81a |
w(有效铜)/(mg·kg-1) | 1.10±0.04a | 0.95±0.02b | 1.00±0.02b |
w(有效硼)/(mg·kg-1) | 0.53±0.02c | 0.64±0.01b | 0.73±0.02a |
w(交换性钙)/(mg·kg-1) | 1598.2±32.3b | 1042.1±11.0c | 1808.0±33.3a |
w(交换性镁)/(mg·kg-1) | 182.2±5.82b | 209.9±4.03a | 194.4±2.48b |
b(阳离子交换量)/(cmo·kg-1) | 17.9±0.43a | 13.8±0.28b | 14.8±0.26b |
相关指标 | 多糖 | 淀粉 | 直链淀粉 | 支链淀粉 | 多酚 | 灰分 | 水溶性浸出物 | 粘液蛋白 | 皂苷 | 水分 | 氨基酸 |
---|---|---|---|---|---|---|---|---|---|---|---|
pH | 0.051 | 0.155 | 0.106 | 0.15 | 0.144 | -0.123 | 0.047 | 0.002 | 0.152 | 0.264* | 0.203 |
有机质 | -0.697** 1) | 0.426** | 0.628** | 0.25 | 0.053 | 0.842** | 0.373** | 0.713** | 0.490** | -0.225 | 0.054 |
碱解氮 | -0.726** | 0.521** | 0.699** | 0.338** | 0.053 | 0.842** | 0.384** | 0.757** | 0.573** | -0.148 | 0.11 |
有效磷 | -0.368** | 0.715** | 0.667** | 0.605** | 0.155 | 0.540** | 0.530** | 0.796** | 0.809** | -0.015 | 0.269* |
速效钾 | -0.721** | 0.353** | 0.532** | 0.201 | 0.047 | 0.819** | 0.260* | 0.555** | 0.427** | -0.239 | 0.079 |
全氮 | -0.722** | 0.375** | 0.618** | 0.188 | -0.002 | 0.826** | 0.297* | 0.651** | 0.455** | -0.173 | 0.09 |
全磷 | -0.542** | 0.497** | 0.635** | 0.338** | 0.127 | 0.702** | 0.427** | 0.719** | 0.549** | -0.054 | 0.184 |
全钾 | 0.017 | 0.792** | 0.465** | 0.803** | 0.015 | 0.147 | 0.517** | 0.697** | 0.825** | 0.085 | 0.211 |
有效锌 | -0.430** | 0.776** | 0.688** | 0.674** | 0.068 | 0.639** | 0.582** | 0.873** | 0.844** | -0.092 | 0.175 |
有效锰 | 0.721** | -0.526** | -0.696** | -0.346** | -0.077 | -0.880** | -0.418** | -0.777** | -0.587** | 0.14 | -0.101 |
有效铁 | -0.369** | 0.751** | 0.705** | 0.633** | 0.082 | 0.535** | 0.559** | 0.822** | 0.836** | -0.021 | 0.182 |
有效铜 | 0.372** | 0.033 | 0.134 | -0.022 | 0.087 | 0.266* | 0.175 | 0.317* | 0.064 | -0.02 | 0.096 |
有效硼 | 0.275* 2) | 0.465** | 0.187 | 0.512** | -0.017 | -0.316* | 0.25 | 0.232 | 0.375** | 0.143 | 0.097 |
交换性钙 | -0.501** | 0.710** | 0.688** | 0.589** | 0.043 | 0.681** | 0.468** | 0.829** | 0.804** | -0.089 | 0.174 |
交换性镁 | 0.461** | -0.275* | -0.415** | -0.157 | -0.031 | -0.474** | -0.233 | -0.282* | -0.147 | 0.095 | 0.21 |
阳离子交换量 | -0.511** | 0.011 | 0.377** | -0.167 | 0.053 | 0.576** | -0.09 | 0.255* | -0.006 | -0.173 | 0.022 |
Table 5 Correlation analysis between soil factors and the quality of Wixi glutinous yam
相关指标 | 多糖 | 淀粉 | 直链淀粉 | 支链淀粉 | 多酚 | 灰分 | 水溶性浸出物 | 粘液蛋白 | 皂苷 | 水分 | 氨基酸 |
---|---|---|---|---|---|---|---|---|---|---|---|
pH | 0.051 | 0.155 | 0.106 | 0.15 | 0.144 | -0.123 | 0.047 | 0.002 | 0.152 | 0.264* | 0.203 |
有机质 | -0.697** 1) | 0.426** | 0.628** | 0.25 | 0.053 | 0.842** | 0.373** | 0.713** | 0.490** | -0.225 | 0.054 |
碱解氮 | -0.726** | 0.521** | 0.699** | 0.338** | 0.053 | 0.842** | 0.384** | 0.757** | 0.573** | -0.148 | 0.11 |
有效磷 | -0.368** | 0.715** | 0.667** | 0.605** | 0.155 | 0.540** | 0.530** | 0.796** | 0.809** | -0.015 | 0.269* |
速效钾 | -0.721** | 0.353** | 0.532** | 0.201 | 0.047 | 0.819** | 0.260* | 0.555** | 0.427** | -0.239 | 0.079 |
全氮 | -0.722** | 0.375** | 0.618** | 0.188 | -0.002 | 0.826** | 0.297* | 0.651** | 0.455** | -0.173 | 0.09 |
全磷 | -0.542** | 0.497** | 0.635** | 0.338** | 0.127 | 0.702** | 0.427** | 0.719** | 0.549** | -0.054 | 0.184 |
全钾 | 0.017 | 0.792** | 0.465** | 0.803** | 0.015 | 0.147 | 0.517** | 0.697** | 0.825** | 0.085 | 0.211 |
有效锌 | -0.430** | 0.776** | 0.688** | 0.674** | 0.068 | 0.639** | 0.582** | 0.873** | 0.844** | -0.092 | 0.175 |
有效锰 | 0.721** | -0.526** | -0.696** | -0.346** | -0.077 | -0.880** | -0.418** | -0.777** | -0.587** | 0.14 | -0.101 |
有效铁 | -0.369** | 0.751** | 0.705** | 0.633** | 0.082 | 0.535** | 0.559** | 0.822** | 0.836** | -0.021 | 0.182 |
有效铜 | 0.372** | 0.033 | 0.134 | -0.022 | 0.087 | 0.266* | 0.175 | 0.317* | 0.064 | -0.02 | 0.096 |
有效硼 | 0.275* 2) | 0.465** | 0.187 | 0.512** | -0.017 | -0.316* | 0.25 | 0.232 | 0.375** | 0.143 | 0.097 |
交换性钙 | -0.501** | 0.710** | 0.688** | 0.589** | 0.043 | 0.681** | 0.468** | 0.829** | 0.804** | -0.089 | 0.174 |
交换性镁 | 0.461** | -0.275* | -0.415** | -0.157 | -0.031 | -0.474** | -0.233 | -0.282* | -0.147 | 0.095 | 0.21 |
阳离子交换量 | -0.511** | 0.011 | 0.377** | -0.167 | 0.053 | 0.576** | -0.09 | 0.255* | -0.006 | -0.173 | 0.022 |
品质指标 | 主要影响因子 | 回归方程 | 方程F值 |
---|---|---|---|
Y1多糖含量 | X3碱解氮、X8全钾 | Y1=0.709+0.021X3-0.004X8 | 43.4** |
Y2淀粉含量 | X8全钾、X9有效锌 | Y2=12.8+0.23X8+0.55X9 | 68.4** |
Y3直链淀粉含量 | X11有效铁、X3碱解氮 | Y3=4.84+0.02X11+0.004X3 | 38.9** |
Y4支链淀粉含量 | X8全钾 | Y4=6.44+0.29X8 | 105.3** |
Y6灰分含量 | X10有效锰,X13有效硼,X12有效铜 | Y6=0.723-0.002X10-0.101X13-0.06X12 | 87.9** |
Y7水溶性浸出物含量 | X9有效锌、X16阳离子交换量 | Y7=13.6+0.625X9-0.098X16 | 18.4** |
Y8粘液蛋白含量 | X9有效锌、X12有效铜、X8全钾、X2有机质 | Y8=0.23+0.031X9+0.109X12+0.016X8+0.003X2 | 68.5** |
Y9皂苷含量 | X8全钾、X14交换性钙 | Y9=0.004+0.011 X8+0.001X14 | 129.9** |
Y10水分含量 | X1 pH | Y10=58.3+3.10X1 | 4.3** |
Y11氨基酸含量 | X4有效磷、X15交换性镁 | Y11=11.1+0.029X4+0.008X15 | 5.34** |
Table 6 Selection of main soil nutrient factors affecting the quality of Weixi glutinous yam and establishment of regression equations
品质指标 | 主要影响因子 | 回归方程 | 方程F值 |
---|---|---|---|
Y1多糖含量 | X3碱解氮、X8全钾 | Y1=0.709+0.021X3-0.004X8 | 43.4** |
Y2淀粉含量 | X8全钾、X9有效锌 | Y2=12.8+0.23X8+0.55X9 | 68.4** |
Y3直链淀粉含量 | X11有效铁、X3碱解氮 | Y3=4.84+0.02X11+0.004X3 | 38.9** |
Y4支链淀粉含量 | X8全钾 | Y4=6.44+0.29X8 | 105.3** |
Y6灰分含量 | X10有效锰,X13有效硼,X12有效铜 | Y6=0.723-0.002X10-0.101X13-0.06X12 | 87.9** |
Y7水溶性浸出物含量 | X9有效锌、X16阳离子交换量 | Y7=13.6+0.625X9-0.098X16 | 18.4** |
Y8粘液蛋白含量 | X9有效锌、X12有效铜、X8全钾、X2有机质 | Y8=0.23+0.031X9+0.109X12+0.016X8+0.003X2 | 68.5** |
Y9皂苷含量 | X8全钾、X14交换性钙 | Y9=0.004+0.011 X8+0.001X14 | 129.9** |
Y10水分含量 | X1 pH | Y10=58.3+3.10X1 | 4.3** |
Y11氨基酸含量 | X4有效磷、X15交换性镁 | Y11=11.1+0.029X4+0.008X15 | 5.34** |
气候因子 | 年总降水/mm | 生长季平均温度/℃ | 生长季最低温度/℃ | 生长季最高温度/℃ | 昼夜温差/℃ | 生长季总降水/mm | 海拔/m |
---|---|---|---|---|---|---|---|
保和镇周边 | 829 | 16.4 | 6.5 | 25.8 | 11.1 | 673.1 | 2326.1 |
碧罗村 | 1416.4 | 15.4 | 6.2 | 21.7 | 10.7 | 1122.6 | 2483.1 |
扎子村 | 839.1 | 19.5 | 13.5 | 23.1 | 13.2 | 661 | 2298.1 |
Table 7 Main meteorological data for different ecological regions
气候因子 | 年总降水/mm | 生长季平均温度/℃ | 生长季最低温度/℃ | 生长季最高温度/℃ | 昼夜温差/℃ | 生长季总降水/mm | 海拔/m |
---|---|---|---|---|---|---|---|
保和镇周边 | 829 | 16.4 | 6.5 | 25.8 | 11.1 | 673.1 | 2326.1 |
碧罗村 | 1416.4 | 15.4 | 6.2 | 21.7 | 10.7 | 1122.6 | 2483.1 |
扎子村 | 839.1 | 19.5 | 13.5 | 23.1 | 13.2 | 661 | 2298.1 |
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