
Chinese Agricultural Science Bulletin ›› 2026, Vol. 42 ›› Issue (12): 119-126.doi: 10.11924/j.issn.1000-6850.casb2025-0895
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DU Jun1,2,3(
), LU Hongya1, XU Wei3, LIU Jiandong4(
), HUANG Zhicheng2,5
Received:2025-10-31
Revised:2026-03-12
Online:2026-06-25
Published:2026-06-23
CLC Number:
DU Jun, LU Hongya, XU Wei, LIU Jiandong, HUANG Zhicheng. Impact of Climate Change on Development Period of Spring Highland Barley in Xizagê of Xizang[J]. Chinese Agricultural Science Bulletin, 2026, 42(12): 119-126.
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URL: https://www.casb.org.cn/EN/10.11924/j.issn.1000-6850.casb2025-0895
| 发育期 | 突变检验法 | ||||
|---|---|---|---|---|---|
| M-K | Cramer | MTT | Yamamoto | Pettitt | |
| 播种 | 2011↑ | 2016↑ | 2011↑ | 2011↑ | 2010↑ |
| 出苗 | 2011↑ | 2016↑ | 2011↑ | 2011↑ | 2010↑ |
| 三叶 | 2014↑ | 2010↑ | 2010↑ | 2007↑ | 2010↑ |
| 分蘖 | 2015↑ | 2009↑ | 2011↑ | 2007↑ | 2010↑ |
| 拔节 | 2021↑ | 2013↑ | 2011↑ | 2009↑ | 2010↑ |
| 孕穗 | 2014↑ | 2010↑ | 2011↑ | 2011↑ | 2010↑ |
| 抽穗 | 2014↑ | 2008↑ | 2011↑ | 2011↑ | 2010↑ |
| 开花 | 2014↑ | 2010↑ | 2010↑ | 2011↑ | 2010↑ |
| 乳熟 | 2007↑ | 2004↑ | 2002↑ | 2008↑ | 2007↑ |
| 成熟 | 2014↑ | 2007↑ | 2011↑ | 2011↑ | 2010↑ |
| 发育期 | 突变检验法 | ||||
|---|---|---|---|---|---|
| M-K | Cramer | MTT | Yamamoto | Pettitt | |
| 播种 | 2011↑ | 2016↑ | 2011↑ | 2011↑ | 2010↑ |
| 出苗 | 2011↑ | 2016↑ | 2011↑ | 2011↑ | 2010↑ |
| 三叶 | 2014↑ | 2010↑ | 2010↑ | 2007↑ | 2010↑ |
| 分蘖 | 2015↑ | 2009↑ | 2011↑ | 2007↑ | 2010↑ |
| 拔节 | 2021↑ | 2013↑ | 2011↑ | 2009↑ | 2010↑ |
| 孕穗 | 2014↑ | 2010↑ | 2011↑ | 2011↑ | 2010↑ |
| 抽穗 | 2014↑ | 2008↑ | 2011↑ | 2011↑ | 2010↑ |
| 开花 | 2014↑ | 2010↑ | 2010↑ | 2011↑ | 2010↑ |
| 乳熟 | 2007↑ | 2004↑ | 2002↑ | 2008↑ | 2007↑ |
| 成熟 | 2014↑ | 2007↑ | 2011↑ | 2011↑ | 2010↑ |
| 生育期长度 | 突变检验法 | ||||
|---|---|---|---|---|---|
| M-K | Cramer | MTT | Yamamoto | Pettitt | |
| 营养生长期(VGP) | - | - | - | - | - |
| 生殖生长期(RGP) | 2014↓ | - | - | - | 2013↓ |
| 全发育期(WGP) | - | - | - | - | - |
| 播种—出苗 | - | - | - | - | - |
| 出苗—三叶 | 2021↑ | 2013↑ | 2014↑ | 2014↑ | 2013↑ |
| 三叶—分孽 | - | 2000↓ | 2002↓ | 2002↓ | 1999↓ |
| 分孽—拔节 | 2007↓ | 2006↓ | - | - | 2015↓ |
| 拔节—孕穗 | 2016↑ | 2001↑ | 2002↑ | 2002↑ | 2003↑ |
| 孕穗—抽穗 | 2008↑ | - | - | - | 2006↑ |
| 抽穗—开花 | 2001↓ | 2001↓ | 2002↓ | 2002↓ | 2002↓ |
| 开花—乳熟 | 1999↑ | 2000↑ | 2002↑ | 2002↑ | 2002↑ |
| 乳熟—成熟 | 1999↓ | 1999↓ | 1999↓ | 1999↓ | 2004↓ |
| 生育期长度 | 突变检验法 | ||||
|---|---|---|---|---|---|
| M-K | Cramer | MTT | Yamamoto | Pettitt | |
| 营养生长期(VGP) | - | - | - | - | - |
| 生殖生长期(RGP) | 2014↓ | - | - | - | 2013↓ |
| 全发育期(WGP) | - | - | - | - | - |
| 播种—出苗 | - | - | - | - | - |
| 出苗—三叶 | 2021↑ | 2013↑ | 2014↑ | 2014↑ | 2013↑ |
| 三叶—分孽 | - | 2000↓ | 2002↓ | 2002↓ | 1999↓ |
| 分孽—拔节 | 2007↓ | 2006↓ | - | - | 2015↓ |
| 拔节—孕穗 | 2016↑ | 2001↑ | 2002↑ | 2002↑ | 2003↑ |
| 孕穗—抽穗 | 2008↑ | - | - | - | 2006↑ |
| 抽穗—开花 | 2001↓ | 2001↓ | 2002↓ | 2002↓ | 2002↓ |
| 开花—乳熟 | 1999↑ | 2000↑ | 2002↑ | 2002↑ | 2002↑ |
| 乳熟—成熟 | 1999↓ | 1999↓ | 1999↓ | 1999↓ | 2004↓ |
| 发育期 | Tm(℃/10 a) | Tmax(℃/10 a) | Tmin(℃/10 a) | RH(%/10 a) | Pr(mm/10 a) | S(h/10 a) |
|---|---|---|---|---|---|---|
| 播种—出苗 | 1.27** | 0.93 | 1.48*** | -3.74* | 0.38 | -4.25 |
| 出苗—三叶 | 1.56*** | 1.16*** | 1.62*** | -5.13** | -0.65 | 4.47 |
| 三叶—分孽 | 1.33*** | 1.09* | 1.25*** | -4.79** | -3.60* | -23.91** |
| 分孽—拔节 | 1.16*** | 0.90** | 1.38*** | -3.62* | 5.54 | -1.71 |
| 拔节—孕穗 | 0.87*** | 0.72* | 1.07*** | -3.49 | 8.82 | 17.40** |
| 孕穗—抽穗 | 0.41 | 0.17 | 0.80*** | -0.82 | 9.61 | 4.08** |
| 抽穗—开花 | 0.09 | -0.20 | 0.62** | -0.69 | -2.07* | -16.2* |
| 开花—乳熟 | 0.36* | 0.28 | 0.48*** | -2.86* | 25.41* | 35.47** |
| 乳熟—成熟 | 0.57** | 0.72** | 0.19 | -6.69*** | -46.16*** | -41.46*** |
| 营养生长期(VGP) | 1.08*** | 0.78*** | 1.36*** | -2.80*** | 20.24 | 1.96 |
| 生殖生长期(RGP) | 0.42*** | 0.37*** | 0.44** | -3.65*** | -22.46 | -18.61 |
| 全发育期(WGP) | 0.83*** | 0.65*** | 0.99*** | -3.47*** | -1.75 | -20.07 |
| 发育期 | Tm(℃/10 a) | Tmax(℃/10 a) | Tmin(℃/10 a) | RH(%/10 a) | Pr(mm/10 a) | S(h/10 a) |
|---|---|---|---|---|---|---|
| 播种—出苗 | 1.27** | 0.93 | 1.48*** | -3.74* | 0.38 | -4.25 |
| 出苗—三叶 | 1.56*** | 1.16*** | 1.62*** | -5.13** | -0.65 | 4.47 |
| 三叶—分孽 | 1.33*** | 1.09* | 1.25*** | -4.79** | -3.60* | -23.91** |
| 分孽—拔节 | 1.16*** | 0.90** | 1.38*** | -3.62* | 5.54 | -1.71 |
| 拔节—孕穗 | 0.87*** | 0.72* | 1.07*** | -3.49 | 8.82 | 17.40** |
| 孕穗—抽穗 | 0.41 | 0.17 | 0.80*** | -0.82 | 9.61 | 4.08** |
| 抽穗—开花 | 0.09 | -0.20 | 0.62** | -0.69 | -2.07* | -16.2* |
| 开花—乳熟 | 0.36* | 0.28 | 0.48*** | -2.86* | 25.41* | 35.47** |
| 乳熟—成熟 | 0.57** | 0.72** | 0.19 | -6.69*** | -46.16*** | -41.46*** |
| 营养生长期(VGP) | 1.08*** | 0.78*** | 1.36*** | -2.80*** | 20.24 | 1.96 |
| 生殖生长期(RGP) | 0.42*** | 0.37*** | 0.44** | -3.65*** | -22.46 | -18.61 |
| 全发育期(WGP) | 0.83*** | 0.65*** | 0.99*** | -3.47*** | -1.75 | -20.07 |
| 发育期长度 | Tm | Tmax | Tmin | RH | Pr | S | 主导因子 |
|---|---|---|---|---|---|---|---|
| 播种—出苗 | -0.411* | -0.418* | -0.477** | 0.037 | 0.007 | 0.781*** | S(64.6%)>Tmax(35.4%) |
| 出苗—三叶 | -0.066 | -0.124 | -0.08 | -0.062 | 0.031 | 0.857*** | S(100.0%) |
| 三叶—分孽 | 0.077 | 0.139 | 0.093 | 0.280 | 0.608*** | 0.990*** | S(91.2%)>Pr(8.8%) |
| 分孽—拔节 | -0.156 | -0.080 | -0.312 | -0.311 | -0.034 | 0.821*** | S(100.0%) |
| 拔节—孕穗 | 0.181 | 0.204 | 0.165 | -0.170 | 0.439* | 0.841*** | S(71.8%)>Pr(28.2%) |
| 孕穗—抽穗 | 0.264 | 0.216 | 0.223 | -0.258 | 0.260 | 0.711*** | S(100.0%) |
| 抽穗—开花 | -0.240 | -0.158 | -0.339 | 0.182 | 0.639*** | 0.721*** | S(56.7%)>Pr(43.3%) |
| 开花—乳熟 | 0.222 | 0.194 | 0.319 | -0.259 | 0.682*** | 0.891*** | S(64.1%)>Pr(35.9%) |
| 乳熟—成熟 | -0.255 | -0.230 | -0.126 | 0.432** | 0.789*** | 0.955*** | S(70.9%)>Pr(19.2%)>RH(19.9%) |
| 营养生长期(VGP) | 0.316 | 0.409* | 0.05 | -0.342 | -0.412* | 0.716*** | S(81.7%)>Pr(10.7%)>Tmax(7.6%) |
| 生殖生长期(RGP) | -0.501** | -0.396* | -0.445** | 0.402* | 0.675*** | 0.306 | Pr(35.7%)>Tmin(33.0%)>Tm(31.3%) |
| 全发育期(WGP) | -0.465** | -0.344* | -0.621*** | -0.002 | 0.071 | 0.582*** | Tm(36.5%)>Tmin(31.6%)> Tmax(21.5%) |
| 发育期长度 | Tm | Tmax | Tmin | RH | Pr | S | 主导因子 |
|---|---|---|---|---|---|---|---|
| 播种—出苗 | -0.411* | -0.418* | -0.477** | 0.037 | 0.007 | 0.781*** | S(64.6%)>Tmax(35.4%) |
| 出苗—三叶 | -0.066 | -0.124 | -0.08 | -0.062 | 0.031 | 0.857*** | S(100.0%) |
| 三叶—分孽 | 0.077 | 0.139 | 0.093 | 0.280 | 0.608*** | 0.990*** | S(91.2%)>Pr(8.8%) |
| 分孽—拔节 | -0.156 | -0.080 | -0.312 | -0.311 | -0.034 | 0.821*** | S(100.0%) |
| 拔节—孕穗 | 0.181 | 0.204 | 0.165 | -0.170 | 0.439* | 0.841*** | S(71.8%)>Pr(28.2%) |
| 孕穗—抽穗 | 0.264 | 0.216 | 0.223 | -0.258 | 0.260 | 0.711*** | S(100.0%) |
| 抽穗—开花 | -0.240 | -0.158 | -0.339 | 0.182 | 0.639*** | 0.721*** | S(56.7%)>Pr(43.3%) |
| 开花—乳熟 | 0.222 | 0.194 | 0.319 | -0.259 | 0.682*** | 0.891*** | S(64.1%)>Pr(35.9%) |
| 乳熟—成熟 | -0.255 | -0.230 | -0.126 | 0.432** | 0.789*** | 0.955*** | S(70.9%)>Pr(19.2%)>RH(19.9%) |
| 营养生长期(VGP) | 0.316 | 0.409* | 0.05 | -0.342 | -0.412* | 0.716*** | S(81.7%)>Pr(10.7%)>Tmax(7.6%) |
| 生殖生长期(RGP) | -0.501** | -0.396* | -0.445** | 0.402* | 0.675*** | 0.306 | Pr(35.7%)>Tmin(33.0%)>Tm(31.3%) |
| 全发育期(WGP) | -0.465** | -0.344* | -0.621*** | -0.002 | 0.071 | 0.582*** | Tm(36.5%)>Tmin(31.6%)> Tmax(21.5%) |
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