Chemical Industry and Engineering Progress ›› 2020, Vol. 39 ›› Issue (2): 667-678.DOI: 10.16085/j.issn.1000-6613.2019-0777
• Biochemical and pharmaceutical engineering • Previous Articles Next Articles
Taotao TANG1(),Jiang LI1,2(),Aijinag YANG1,2,Zhao YANG1,Fuliang XIANG1,Huayu YUAN1
Received:
2019-05-13
Online:
2020-03-12
Published:
2020-02-05
Contact:
Jiang LI
唐涛涛1(),李江1,2(),杨爱江1,2,杨钊1,向福亮1,袁华宇1
通讯作者:
李江
作者简介:
唐涛涛(1994—),男,硕士研究生,研究方向为有机污染控制。E-mail:基金资助:
CLC Number:
Taotao TANG,Jiang LI,Aijinag YANG,Zhao YANG,Fuliang XIANG,Huayu YUAN. Effects of straw type and ratio change on microbial community in anaerobic digestion of sludge[J]. Chemical Industry and Engineering Progress, 2020, 39(2): 667-678.
唐涛涛,李江,杨爱江,杨钊,向福亮,袁华宇. 秸秆类型及配比变化对污泥厌氧消化中微生物群落的影响[J]. 化工进展, 2020, 39(2): 667-678.
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URL: https://hgjz.cip.com.cn/EN/10.16085/j.issn.1000-6613.2019-0777
样品 | pH | 化学需氧量COD/mg·L-1 | 含水率/% | |
---|---|---|---|---|
污泥 | 7.2±0.25 | 24257.07±2313.10 | 96.91±0.54 | 51.57±7.47 |
玉米 | — | — | 19.92±6.17 | 92.62±5.83 |
小麦 | — | — | 15.41±0.42 | 88.34±0.56 |
水稻 | — | — | 15.76±0.49 | 82.26±0.88 |
样品 | pH | 化学需氧量COD/mg·L-1 | 含水率/% | |
---|---|---|---|---|
污泥 | 7.2±0.25 | 24257.07±2313.10 | 96.91±0.54 | 51.57±7.47 |
玉米 | — | — | 19.92±6.17 | 92.62±5.83 |
小麦 | — | — | 15.41±0.42 | 88.34±0.56 |
水稻 | — | — | 15.76±0.49 | 82.26±0.88 |
试验号 | 累积沼气产量/L | pH | 碱度/mg·L-1 | VFAs/mg·L-1 | VFAs/ALK | |
---|---|---|---|---|---|---|
CK | 52.43±1.67 | 7.31±0.16 | 324.43±13.28 | 1304.54±93.35 | 181.27±21.04 | 0.14±0.02 |
C1 | 106.13±5.80 | 7.62±0.26 | 478.33±27.05 | 1860.25±59.02 | 203.50±20.45 | 0.11±0.01 |
C2 | 163.02±3.99 | 6.94±0.23 | 293.42±7.00 | 1445.59±289.01 | 261.76±40.78 | 0.19±0.04 |
C3 | 223.98±8.63 | 6.89±0.24 | 262.89±9.54 | 1367.77±305.71 | 295.66±31.38 | 0.22±0.04 |
W1 | 93.82±3.71 | 7.76±0.13 | 449.94±17.56 | 1710.85±124.10 | 196.85±18.81 | 0.12±0.01 |
W2 | 150.88±4.55 | 7.39±0.18 | 442.44±12.96 | 1669.67±125.13 | 207.02±24.85 | 0.12±0.02 |
W3 | 211.5±5.17 | 7.51±0.20 | 536.0±38.96 | 2016.29±134.44 | 225.68±15.33 | 0.11±0.01 |
R1 | 106.91±1.86 | 7.44±0.18 | 390.19±15.52 | 1707.19±69.69 | 202.21±22.55 | 0.12±0.02 |
R2 | 149.99 ± 21.98 | 7.37±0.19 | 481.13±25.59 | 1869.41±77.10 | 211.83±21.05 | 0.11±0.01 |
R3 | 211.68 ± 11.29 | 7.42±0.24 | 542.52±25.96 | 2044.33±142.87 | 237.29±21.79 | 0.12±0.01 |
试验号 | 乙酸/mg·L-1 | 丙酸/mg·L-1 | 丁酸/mg·L-1 | 异丁酸/mg·L-1 | 戊酸/mg·L-1 | |
CK | 57.24±19.69 | 16.17±3.80 | 21.95±1.17 | 30.19±2.00 | 26.55±6.82 | |
C1 | 80.79±20.06 | 17.80±2.08 | 23.87±4.44 | 29.87±1.04 | 23.11±0.96 | |
C2 | 119.89±35.62 | 19.78±4.94 | 23.35±3.31 | 34.88±3.95 | 23.80±3.28 | |
C3 | 156.26±26.44 | 16.64±3.82 | 22.46±1.82 | 34.23±4.45 | 23.40±1.74 | |
W1 | 68.04±16.06 | 21.89±2.81 | 25.43±5.60 | 28.86±0.91 | 23.18±1.03 | |
W2 | 77.85±15.72 | 22.61±7.06 | 23.76±2.38 | 29.03±0.94 | 24.93±1.61 | |
W3 | 99.54±11.52 | 21.22±5.57 | 23.59±1.44 | 30.09±1.12 | 24.50±1.82 | |
R1 | 70.37±20.28 | 21.61±3.38 | 23.76±3.83 | 32.37±6.62 | 24.04±2.68 | |
R2 | 83.33±18.35 | 20.83±2.96 | 25.21±4.13 | 29.66±1.55 | 23.40±1.89 | |
R3 | 107.55±19.54 | 20.60±6.84 | 24.10±2.82 | 31.07±4.41 | 25.97±8.09 |
试验号 | 累积沼气产量/L | pH | 碱度/mg·L-1 | VFAs/mg·L-1 | VFAs/ALK | |
---|---|---|---|---|---|---|
CK | 52.43±1.67 | 7.31±0.16 | 324.43±13.28 | 1304.54±93.35 | 181.27±21.04 | 0.14±0.02 |
C1 | 106.13±5.80 | 7.62±0.26 | 478.33±27.05 | 1860.25±59.02 | 203.50±20.45 | 0.11±0.01 |
C2 | 163.02±3.99 | 6.94±0.23 | 293.42±7.00 | 1445.59±289.01 | 261.76±40.78 | 0.19±0.04 |
C3 | 223.98±8.63 | 6.89±0.24 | 262.89±9.54 | 1367.77±305.71 | 295.66±31.38 | 0.22±0.04 |
W1 | 93.82±3.71 | 7.76±0.13 | 449.94±17.56 | 1710.85±124.10 | 196.85±18.81 | 0.12±0.01 |
W2 | 150.88±4.55 | 7.39±0.18 | 442.44±12.96 | 1669.67±125.13 | 207.02±24.85 | 0.12±0.02 |
W3 | 211.5±5.17 | 7.51±0.20 | 536.0±38.96 | 2016.29±134.44 | 225.68±15.33 | 0.11±0.01 |
R1 | 106.91±1.86 | 7.44±0.18 | 390.19±15.52 | 1707.19±69.69 | 202.21±22.55 | 0.12±0.02 |
R2 | 149.99 ± 21.98 | 7.37±0.19 | 481.13±25.59 | 1869.41±77.10 | 211.83±21.05 | 0.11±0.01 |
R3 | 211.68 ± 11.29 | 7.42±0.24 | 542.52±25.96 | 2044.33±142.87 | 237.29±21.79 | 0.12±0.01 |
试验号 | 乙酸/mg·L-1 | 丙酸/mg·L-1 | 丁酸/mg·L-1 | 异丁酸/mg·L-1 | 戊酸/mg·L-1 | |
CK | 57.24±19.69 | 16.17±3.80 | 21.95±1.17 | 30.19±2.00 | 26.55±6.82 | |
C1 | 80.79±20.06 | 17.80±2.08 | 23.87±4.44 | 29.87±1.04 | 23.11±0.96 | |
C2 | 119.89±35.62 | 19.78±4.94 | 23.35±3.31 | 34.88±3.95 | 23.80±3.28 | |
C3 | 156.26±26.44 | 16.64±3.82 | 22.46±1.82 | 34.23±4.45 | 23.40±1.74 | |
W1 | 68.04±16.06 | 21.89±2.81 | 25.43±5.60 | 28.86±0.91 | 23.18±1.03 | |
W2 | 77.85±15.72 | 22.61±7.06 | 23.76±2.38 | 29.03±0.94 | 24.93±1.61 | |
W3 | 99.54±11.52 | 21.22±5.57 | 23.59±1.44 | 30.09±1.12 | 24.50±1.82 | |
R1 | 70.37±20.28 | 21.61±3.38 | 23.76±3.83 | 32.37±6.62 | 24.04±2.68 | |
R2 | 83.33±18.35 | 20.83±2.96 | 25.21±4.13 | 29.66±1.55 | 23.40±1.89 | |
R3 | 107.55±19.54 | 20.60±6.84 | 24.10±2.82 | 31.07±4.41 | 25.97±8.09 |
样品名称 | OTU | Chao | ACE | Shannon | Simpson | Coverage |
---|---|---|---|---|---|---|
CK | 1301 | 1537.99 | 1515.78 | 5.28 | 0.017 | 0.9920 |
C1 | 1613 | 1805.21 | 1811.09 | 5.39 | 0.023 | 0.9925 |
C2 | 1595 | 1816.65 | 1785.31 | 4.98 | 0.043 | 0.9950 |
C3 | 1349 | 1622.81 | 1631.66 | 5.15 | 0.025 | 0.9879 |
W1 | 1572 | 1800.11 | 1781.41 | 5.45 | 0.016 | 0.9918 |
W2 | 1628 | 1835.45 | 1833.47 | 5.44 | 0.022 | 0.9923 |
W3 | 1346 | 1662.75 | 1658.87 | 4.90 | 0.030 | 0.9906 |
R1 | 1608 | 1864.64 | 1819.15 | 5.54 | 0.021 | 0.9923 |
R2 | 1627 | 1870.63 | 1849.14 | 5.37 | 0.019 | 0.9927 |
R3 | 1642 | 1805.18 | 1816.58 | 5.35 | 0.025 | 0.9942 |
样品名称 | OTU | Chao | ACE | Shannon | Simpson | Coverage |
---|---|---|---|---|---|---|
CK | 1301 | 1537.99 | 1515.78 | 5.28 | 0.017 | 0.9920 |
C1 | 1613 | 1805.21 | 1811.09 | 5.39 | 0.023 | 0.9925 |
C2 | 1595 | 1816.65 | 1785.31 | 4.98 | 0.043 | 0.9950 |
C3 | 1349 | 1622.81 | 1631.66 | 5.15 | 0.025 | 0.9879 |
W1 | 1572 | 1800.11 | 1781.41 | 5.45 | 0.016 | 0.9918 |
W2 | 1628 | 1835.45 | 1833.47 | 5.44 | 0.022 | 0.9923 |
W3 | 1346 | 1662.75 | 1658.87 | 4.90 | 0.030 | 0.9906 |
R1 | 1608 | 1864.64 | 1819.15 | 5.54 | 0.021 | 0.9923 |
R2 | 1627 | 1870.63 | 1849.14 | 5.37 | 0.019 | 0.9927 |
R3 | 1642 | 1805.18 | 1816.58 | 5.35 | 0.025 | 0.9942 |
样品名称 | OTU | Chao | ACE | Shannon | Simpson | Coverage |
---|---|---|---|---|---|---|
CK | 59 | 60.11 | 60.83 | 1.82 | 0.285 | 0.9999 |
C1 | 62 | 69.88 | 78.69 | 1.96 | 0.260 | 0.9997 |
C2 | 48 | 50.00 | 50.68 | 1.65 | 0.366 | 0.9999 |
C3 | 55 | 63.20 | 62.93 | 2.01 | 0.227 | 0.9997 |
W1 | 110 | 119.50 | 120.98 | 2.01 | 0.237 | 0.9995 |
W2 | 60 | 65.58 | 72.47 | 1.93 | 0.261 | 0.9997 |
W3 | 60 | 73.00 | 67.90 | 1.65 | 0.376 | 0.9998 |
R1 | 82 | 125.17 | 123.88 | 2.14 | 0.191 | 0.9995 |
R2 | 92 | 99.56 | 104.77 | 2.35 | 0.147 | 0.9997 |
R3 | 78 | 125.00 | 139.07 | 1.80 | 0.296 | 0.9993 |
样品名称 | OTU | Chao | ACE | Shannon | Simpson | Coverage |
---|---|---|---|---|---|---|
CK | 59 | 60.11 | 60.83 | 1.82 | 0.285 | 0.9999 |
C1 | 62 | 69.88 | 78.69 | 1.96 | 0.260 | 0.9997 |
C2 | 48 | 50.00 | 50.68 | 1.65 | 0.366 | 0.9999 |
C3 | 55 | 63.20 | 62.93 | 2.01 | 0.227 | 0.9997 |
W1 | 110 | 119.50 | 120.98 | 2.01 | 0.237 | 0.9995 |
W2 | 60 | 65.58 | 72.47 | 1.93 | 0.261 | 0.9997 |
W3 | 60 | 73.00 | 67.90 | 1.65 | 0.376 | 0.9998 |
R1 | 82 | 125.17 | 123.88 | 2.14 | 0.191 | 0.9995 |
R2 | 92 | 99.56 | 104.77 | 2.35 | 0.147 | 0.9997 |
R3 | 78 | 125.00 | 139.07 | 1.80 | 0.296 | 0.9993 |
环境因子 | VIF | |
---|---|---|
筛选前 | 筛选后 | |
pH | 51.81 | 7.15 |
氨氮( | 3631.04 | 4.34 |
乙酸 | 248838.3 | 3.96 |
丙酸 | 1474.49 | 2.42 |
丁酸 | 711.34 | 2.88 |
异丁酸 | 4888.83 | 4.67 |
环境因子 | VIF | |
---|---|---|
筛选前 | 筛选后 | |
pH | 51.81 | 7.15 |
氨氮( | 3631.04 | 4.34 |
乙酸 | 248838.3 | 3.96 |
丙酸 | 1474.49 | 2.42 |
丁酸 | 711.34 | 2.88 |
异丁酸 | 4888.83 | 4.67 |
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