Journal of Agricultural Science and Technology ›› 2022, Vol. 24 ›› Issue (11): 55-67.DOI: 10.13304/j.nykjdb.2021.0545
• BIOTECHNOLOGY & LIFE SCIENCE • Previous Articles Next Articles
Zipeng GAN1(), Haiyan XU1(
), Shouye XUE1, Bingyan LIANG1, Biying CHONG1, Lisha LI1, Bo ZHANG1, Xiaoming LI1, Guimin LIU1, Xiaodong WU2
Received:
2021-07-05
Accepted:
2021-11-22
Online:
2022-11-15
Published:
2022-11-29
Contact:
Haiyan XU
甘子鹏1(), 徐海燕1(
), 薛守业1, 梁冰妍1, 种碧莹1, 李莉莎1, 张博1, 李小明1, 刘桂民1, 吴晓东2
通讯作者:
徐海燕
作者简介:
甘子鹏 E-mail:gzp1994321@163.com;
基金资助:
CLC Number:
Zipeng GAN, Haiyan XU, Shouye XUE, Bingyan LIANG, Biying CHONG, Lisha LI, Bo ZHANG, Xiaoming LI, Guimin LIU, Xiaodong WU. Quality of Hulless Barley in Different Climatic Regions of the Qinghai-Tibet Plateau[J]. Journal of Agricultural Science and Technology, 2022, 24(11): 55-67.
甘子鹏, 徐海燕, 薛守业, 梁冰妍, 种碧莹, 李莉莎, 张博, 李小明, 刘桂民, 吴晓东. 青藏高原不同气候区青稞品质差异[J]. 中国农业科技导报, 2022, 24(11): 55-67.
品种 Variety | 采样地 Sampling site | |||||||
---|---|---|---|---|---|---|---|---|
藏青2000 Zangqing 2000 | 乃东区 Naidong district | 索县亚拉镇 Sog county (Yala) | 察雅县 Chagyab county | 昌都市Changdu county | 加查县 Gyaca county | 桑日县 Sangri county | ||
墨竹工卡县 Maizhokunggar county | 索县荣布镇 Sog county (Rongbu) | 林周县 Lhünzhub county | 贡觉县 Gonjo county | 左贡县 Zuogong county | 曲松县 Qusum county | |||
朗县 Nang county | 八宿县巴宿 Basu county (Baxiu) | 曲水县 Qushui county | 丁青县 Dênqên county | 类乌齐县Riwoqê county | 江达县 Jomda county | |||
措美县 Comai county | 洛隆县孜托镇 Lhorong county (Zituo) | 贡嘎县 Konggar county | 错那县 Cona county | 波密县 Bomi county | ||||
洛隆县中亦乡 Lhorong county Zhongyi town | 昌都市卡若区 Changdu Karuo district | 达孜区 Dagzê District | 扎囊县 zhanang county | 边坝县 Banbar county | ||||
堆龙德庆县 Doilungdêqên county | 米林县里龙乡 Mainlin county (Lilong) | 琼洁县 Qonggyai county | 林芝县 Linzhi county | 芒康县 Markam county | ||||
昆仑14号 Kunlun 14 | 共和县 Gonghe county | 门源回族自治县 Menyuan Hui Autonomous county | ||||||
昆仑15号 Kunlun 15 | 互助土族自治县 Tu Autonomous county of Huzhu | 湟源县 Huangyuan county | 贵德县 Guide county | 兴海县 Xinghai county | 玉树市 Yushu city | 湟中区Huangzhong district | ||
循化撒拉族自治县 Salar Autonomous county of Xunhua | 泽库县 Zeku county | 同仁县 Tongren county | 贵南县 Guinan county | 称多县 Chindu county | ||||
化隆回族自治县 Hui Autonomous county of Hualong | 尖扎县 Jainca county | 同德县 Tongde county | 斑玛县 Banma county | 囊谦县 Nangqian county | ||||
甘青6号 Ganqing 6 | 舟曲县 Zhouqu county | 卓尼县 Zhuoni county | 选部县 Diebu county | 夏河县 Xiahe county | 合作市 Hezuo city | 碌曲县 Luqu county | ||
柴青1号 Chaiqing 1 | 德令哈市 Delhi city | 乌兰县 Ulan county | 都兰县 Dulan county | |||||
北青9号 Beiqing 9 | 海晏县 Haiyan county | 祁连县 Qilian county | ||||||
北青6号 Beiqing 6 | 刚察县 Gangcha county | |||||||
黑青稞 Black hulless barley | 隆子县 Lhünzê county |
Table 1 Information of hulless barley varieties
品种 Variety | 采样地 Sampling site | |||||||
---|---|---|---|---|---|---|---|---|
藏青2000 Zangqing 2000 | 乃东区 Naidong district | 索县亚拉镇 Sog county (Yala) | 察雅县 Chagyab county | 昌都市Changdu county | 加查县 Gyaca county | 桑日县 Sangri county | ||
墨竹工卡县 Maizhokunggar county | 索县荣布镇 Sog county (Rongbu) | 林周县 Lhünzhub county | 贡觉县 Gonjo county | 左贡县 Zuogong county | 曲松县 Qusum county | |||
朗县 Nang county | 八宿县巴宿 Basu county (Baxiu) | 曲水县 Qushui county | 丁青县 Dênqên county | 类乌齐县Riwoqê county | 江达县 Jomda county | |||
措美县 Comai county | 洛隆县孜托镇 Lhorong county (Zituo) | 贡嘎县 Konggar county | 错那县 Cona county | 波密县 Bomi county | ||||
洛隆县中亦乡 Lhorong county Zhongyi town | 昌都市卡若区 Changdu Karuo district | 达孜区 Dagzê District | 扎囊县 zhanang county | 边坝县 Banbar county | ||||
堆龙德庆县 Doilungdêqên county | 米林县里龙乡 Mainlin county (Lilong) | 琼洁县 Qonggyai county | 林芝县 Linzhi county | 芒康县 Markam county | ||||
昆仑14号 Kunlun 14 | 共和县 Gonghe county | 门源回族自治县 Menyuan Hui Autonomous county | ||||||
昆仑15号 Kunlun 15 | 互助土族自治县 Tu Autonomous county of Huzhu | 湟源县 Huangyuan county | 贵德县 Guide county | 兴海县 Xinghai county | 玉树市 Yushu city | 湟中区Huangzhong district | ||
循化撒拉族自治县 Salar Autonomous county of Xunhua | 泽库县 Zeku county | 同仁县 Tongren county | 贵南县 Guinan county | 称多县 Chindu county | ||||
化隆回族自治县 Hui Autonomous county of Hualong | 尖扎县 Jainca county | 同德县 Tongde county | 斑玛县 Banma county | 囊谦县 Nangqian county | ||||
甘青6号 Ganqing 6 | 舟曲县 Zhouqu county | 卓尼县 Zhuoni county | 选部县 Diebu county | 夏河县 Xiahe county | 合作市 Hezuo city | 碌曲县 Luqu county | ||
柴青1号 Chaiqing 1 | 德令哈市 Delhi city | 乌兰县 Ulan county | 都兰县 Dulan county | |||||
北青9号 Beiqing 9 | 海晏县 Haiyan county | 祁连县 Qilian county | ||||||
北青6号 Beiqing 6 | 刚察县 Gangcha county | |||||||
黑青稞 Black hulless barley | 隆子县 Lhünzê county |
Fig. 3 Climate conditions in administrative climate zonesNote:Different lowercase letters in same index indicate significant differences at P<0.05 level.
指标 Index | 波密-川西 Bomi-West Sichuan | 藏南区 South Tibet | 柴达木区 Qaidam area | 昌都区 Changdu area | 祁连-青海湖区 Qilian-Qinghai Lake area | |||||
---|---|---|---|---|---|---|---|---|---|---|
平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | |
粗蛋白 Crude protein/% | 9.40 | 16.52 | 8.73 | 16.36 | 10.77 | 4.91 | 9.78 | 18.30 | 10.13 | 20.81 |
植酸 Phytic acid/(g·kg-1) | 8.91 | 12.24 | 8.03 | 17.96 | 8.44 | 13.97 | 8.12 | 12.49 | 8.44 | 21.75 |
淀粉 Starch/% | 64.43 | 7.50 | 61.38 | 3.22 | 62.15 | 1.76 | 60.38 | 3.08 | 63.47 | 7.89 |
β-葡聚糖 β-glucan/% | 4.84 | 10.16 | 5.28 | 7.50 | 5.77 | 2.86 | 4.56 | 14.01 | 4.92 | 10.07 |
膳食纤维 Dietary fiber/% | 15.97 | 8.65 | 16.86 | 8.76 | 17.20 | 11.05 | 15.48 | 7.76 | 16.80 | 8.67 |
脂肪 Fat/% | 2.09 | 6.82 | 2.19 | 11.75 | 2.16 | 15.93 | 2.18 | 8.28 | 2.05 | 9.73 |
全碳 Total carbon/% | 43.18 | 3.68 | 42.94 | 5.71 | 43.98 | 4.85 | 42.90 | 3.85 | 43.30 | 4.16 |
Table 2 Quality of hulless barley seeds in climatic zones
指标 Index | 波密-川西 Bomi-West Sichuan | 藏南区 South Tibet | 柴达木区 Qaidam area | 昌都区 Changdu area | 祁连-青海湖区 Qilian-Qinghai Lake area | |||||
---|---|---|---|---|---|---|---|---|---|---|
平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | 平均值Mean | 变异系数Variable coefficient/% | |
粗蛋白 Crude protein/% | 9.40 | 16.52 | 8.73 | 16.36 | 10.77 | 4.91 | 9.78 | 18.30 | 10.13 | 20.81 |
植酸 Phytic acid/(g·kg-1) | 8.91 | 12.24 | 8.03 | 17.96 | 8.44 | 13.97 | 8.12 | 12.49 | 8.44 | 21.75 |
淀粉 Starch/% | 64.43 | 7.50 | 61.38 | 3.22 | 62.15 | 1.76 | 60.38 | 3.08 | 63.47 | 7.89 |
β-葡聚糖 β-glucan/% | 4.84 | 10.16 | 5.28 | 7.50 | 5.77 | 2.86 | 4.56 | 14.01 | 4.92 | 10.07 |
膳食纤维 Dietary fiber/% | 15.97 | 8.65 | 16.86 | 8.76 | 17.20 | 11.05 | 15.48 | 7.76 | 16.80 | 8.67 |
脂肪 Fat/% | 2.09 | 6.82 | 2.19 | 11.75 | 2.16 | 15.93 | 2.18 | 8.28 | 2.05 | 9.73 |
全碳 Total carbon/% | 43.18 | 3.68 | 42.94 | 5.71 | 43.98 | 4.85 | 42.90 | 3.85 | 43.30 | 4.16 |
Fig. 8 Hulless barley quality in different administrative climatic zonesNote:Different lowercase letters in same index indicate significant differences at P<0.05 level.
品质指标 Quality index | 第1主成分 Principal component 1 | 第2主成分 Principal component 2 | 第3主成分 Principal component 3 | 第4主成分 Principal component 4 | 公因子方差Common factor variance |
---|---|---|---|---|---|
粗蛋白 Crude protein | -0.05 | 0.85 | 0.24 | -0.01 | 0.78 |
植酸 Phytic acid | -0.08 | 0.05 | 0.91 | 0.03 | 0.83 |
淀粉 Starch | -0.15 | -0.75 | 0.23 | -0.22 | 0.68 |
β-葡聚糖 β-glucan | 0.78 | 0.25 | -0.14 | 0.00 | 0.69 |
膳食纤维 Dietary fiber | 0.74 | -0.08 | -0.10 | 0.34 | 0.68 |
脂肪 Fat | 0.08 | 0.15 | 0.02 | 0.94 | 0.90 |
全碳 Total carbon | 0.61 | -0.11 | 0.43 | -0.21 | 0.61 |
特征值 Eigenvalue | 1.57 | 1.38 | 1.15 | 1.08 | — |
贡献率 Contribution rate/% | 22 | 20 | 16 | 15 | — |
累计贡献率 Cumulative contribution rate/% | 22 | 42 | 58 | 73 | — |
Table 3 Principal component analysis of hulless barley quality indices
品质指标 Quality index | 第1主成分 Principal component 1 | 第2主成分 Principal component 2 | 第3主成分 Principal component 3 | 第4主成分 Principal component 4 | 公因子方差Common factor variance |
---|---|---|---|---|---|
粗蛋白 Crude protein | -0.05 | 0.85 | 0.24 | -0.01 | 0.78 |
植酸 Phytic acid | -0.08 | 0.05 | 0.91 | 0.03 | 0.83 |
淀粉 Starch | -0.15 | -0.75 | 0.23 | -0.22 | 0.68 |
β-葡聚糖 β-glucan | 0.78 | 0.25 | -0.14 | 0.00 | 0.69 |
膳食纤维 Dietary fiber | 0.74 | -0.08 | -0.10 | 0.34 | 0.68 |
脂肪 Fat | 0.08 | 0.15 | 0.02 | 0.94 | 0.90 |
全碳 Total carbon | 0.61 | -0.11 | 0.43 | -0.21 | 0.61 |
特征值 Eigenvalue | 1.57 | 1.38 | 1.15 | 1.08 | — |
贡献率 Contribution rate/% | 22 | 20 | 16 | 15 | — |
累计贡献率 Cumulative contribution rate/% | 22 | 42 | 58 | 73 | — |
气候区 Climatic region | Z值 Z value | 排名 Ranking |
---|---|---|
柴达木区 Qaidam region | 3.23 | 1 |
藏南区 South Tibet region | 3.03 | 2 |
昌都区 Changdu region | 2.92 | 3 |
祁连-青海湖区 Qilian-Qinghai Lake area | 2.90 | 4 |
波密-川西区 Bomi-West Sichuan region | 2.78 | 5 |
Table 4 Comprehensive evaluation of hulless barley quality in different climatic regions zones
气候区 Climatic region | Z值 Z value | 排名 Ranking |
---|---|---|
柴达木区 Qaidam region | 3.23 | 1 |
藏南区 South Tibet region | 3.03 | 2 |
昌都区 Changdu region | 2.92 | 3 |
祁连-青海湖区 Qilian-Qinghai Lake area | 2.90 | 4 |
波密-川西区 Bomi-West Sichuan region | 2.78 | 5 |
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