中国农业科技导报 ›› 2022, Vol. 24 ›› Issue (11): 55-67.DOI: 10.13304/j.nykjdb.2021.0545
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
收稿日期:
2021-07-05
接受日期:
2021-11-22
出版日期:
2022-11-15
发布日期:
2022-11-29
通讯作者:
徐海燕
作者简介:
甘子鹏 E-mail:gzp1994321@163.com;
基金资助:
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
摘要:
青稞是我国青藏高原重要的粮食作物,其品质很大程度上受气候的影响。为探究青藏高原不同地区青稞的品质差异及其与气候的关系,选择64个不同种植区的青稞籽实,测定7个营养品质指标并结合气候区的气候特征进行综合分析,从而明确不同气候区的品质差异,对不同气候区的青稞品质进行综合评价。结果表明,祁连-青海湖气候区的平均温度显著高于昌都气候区;波密-川西气候区、藏南气候区、昌都气候区和祁连-青海湖气候区的降水量均显著高于柴达木气候区;祁连-青海湖气候区、柴达木气候区和藏南气候区的日照时数均显著高于波密-川西气候区。不同种植区青稞营养品质指标存在差异,粗蛋白含量在柴达木气候区最高,藏南气候区最低;β-葡聚糖、膳食纤维含量在柴达木气候区最高,昌都气候区最低;淀粉含量在波密-川西气候区最高,昌都气候区最低。对5个行政气候区进行综合评价,柴达木气候区青稞籽实营养品质最高,波密-川西气候区最低,较高的温度和较长的日照是决定青稞品质的关键因子。研究结果可为气候变化背景下藏区农牧业的发展提供科学参考。
中图分类号:
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.
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.
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 |
表1 青稞品种信息
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 |
图3 行政气候区气象因子特征注:同一指标中不同小写字母表示差异在P<0.05水平显著。
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 |
表2 气候区青稞籽实基本营养品质
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 |
图8 不同行政气候区青稞品质差异性分析注:同一指标中不同小写字母表示差异在P<0.05水平显著。
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 | — |
表3 青稞籽实营养品质指标主成分分析
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 |
表4 不同气候区青稞营养品质综合评价结果
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 |
1 | YIN S Y, WANG T, HUA W, et al.. Mid-summer surface air temperature and its internal variability over China at 1.5 °C and 2 °C global warming [J]. Climate Change Res., 2020,11(3):185-197. |
2 | THORNE P. Briefing: how do we know the globe has warmed? what do we know about why? [J]. Proc. Institution Civil Eng.,2015, 168 (2): 58-64. |
3 | LIU Z F, YAO Z J, YU C Q, et al.. Assessing crop water demand and deficit for the growth of spring highland barley in Tibet, China [J]. J. Integrative Agric., 2013, 12(3): 159-169. |
4 | 吴梦琼, 赵辉, 邓梅,等.2018年娄底市农业气候评价[J].农业灾害研究,2019, 9(5): 28-29, 44. |
WU M Q, ZHAO H, DENG M, et al.. Evaluation on agricultural climate of Loudi city in 2018 [J].J. Agric. Catastrophol., 2019,9(5): 28-29, 44. | |
5 | 吴成启, 唐登勇.近50年来全球变暖背景下青藏高原气温变化特征[J].水土保持研究,2017, 24 (6): 262-266, 272. |
WU C Q, TANG D Y. Change of temperature in the Tibetan Plateau in the context of global warming in recent 50 years [J]. Res. Soil Water Conserv., 2017, 24(6): 262-266, 272. | |
6 | 张茜茜. 不同水分条件下CO2浓度和温度对冬小麦光合性能及水分利用率的影响[D]. 邯郸:河北工程大学,2020. |
ZHANG Q Q. Effects of CO2 concentration and temperature on photosynthetic performance and water use efficiency of winter wheat under different water conditions [D]. Handan: Hebei University of Engineering, 2020. | |
7 | 胡娜, 赵磊, 王佳.浅析气象因子对农作物生产的影响[J].生态环境与保护,2019, 2 (10): 23-23. |
HU N, ZHAO L, WANG J. Analysis on the influence of meteorological factors on crop production [J]. Ecol. Environ. Prot., 2019, 2(10):23-23. | |
8 | 冯潇潇.气候变化对农业气象灾害与病虫害的影响探讨[J].农业与技术,2020, 40 (16): 106-107. |
FENG X X. Discussion on the impact of climate change on agrometeorological disasters, diseases and insect pests [J]. Agric. Technol., 2020, 40(16): 106-107. | |
9 | 武芳, 李冰, 徐焕.气候变化对大别山区农业的影响[J].安徽农学通报,2020, 26 (12): 151-154. |
WU F, LI B, XU H. Impact of climate change on agriculture in Dabie mountains [J]. Anhui Agric. Sci. Bull., 2020, 26(12): 151-154. | |
10 | CHEN X, AN S, INOUYE D W, et al..Temperature and snowfall trigger alpine vegetation green‐up on the world’s roof [J]. Global Change Biol.,2015, 21(10): 3635-3646. |
11 | 徐菲, 党斌, 杨希娟,等.不同青稞品种的营养品质评价[J].麦类作物学报,2016, 36(9): 1249-1257. |
XU F, DANG B, YANG X J, et al.. Evaluation of nutritional quality of different hulless barleys [J]. J. Triticeae Crops, 2016, 36(9): 1249-1257. | |
12 | 刘新红. 青稞品质特性评价及加工适宜性研究[D]. 西宁:青海大学,2014. |
LIU X H. Study on quality evaluation and processing suitability of hulless barley [D].Xining: Qinghai University, 2014. | |
13 | BIANCHI G P, MARCHESINI G, FABBRI A, et al..Vegetable versus animal protein diet in cirrhotic patients with chronic encephalopathy. a randomized cross-over comparison [J]. J. Int. Med.,2010, 233 (5): 385-392. |
14 | 邓鹏, 张婷婷, 王勇, 等.青稞的营养功能及加工应用的研究进展[J].中国食物与营养,2020, 26 (2): 46-51. |
DENG P, ZHANG T T, WANG Y,et al.. Research progress on nutritional function and processing application of highland barley [J]. Food Nutr. China, 2020, 26(2): 46-51. | |
15 | LIU K, ZHANG B, CHEN L, et al..Hierarchical structure and physicochemical properties of highland barley starch following heat moisture treatment [J].Food Chem.,2018, 271 (15): 102-108. |
16 | 聂战声, 马其彪, 强小林.甘肃天祝青稞新品种区域适应性研究[J].大麦与谷类科学,2016, 33 (1): 13-18. |
NIE Z S, MA Q B, QIANG X L. Evaluation of regional adaptability of new hulless barley varieties in Tianzhu county,Gansu province [J]. Barley Cereal Sci., 2016, 33 (1): 13-18. | |
17 | 赵慧芬. 西藏裸大麦β-葡聚糖及食用纤维含量的遗传与环境效应研究[D]. 拉萨:西藏大学,2009. |
ZHAO H F. Genetic and environmental effects of β-glucan and dietary fiber content in Xizang barley [D]. Lasa:Tibet University, 2009. | |
18 | 杨希娟,党斌,吴昆仑,等.青稞蛋白的超声波辅助提取工艺及其功能特性研究[J].中国食品学报, 2013,13(6):48-56. |
YANG X J, DANG B, WU K L, et al.. Study on functional properties and hulless barley protein by ultrasonic-assisted extraction [J]. J. Chin. Institute Food Sci. Technol.,2013,13(6):48-56. | |
19 | 中华人民共和国国家卫生和计划生育委员会,国家食品药品监督管理总局. 食品安全国家标准 食品中脂肪的测定: [S].北京:中国标准出版社,2013. |
20 | AL-RABADI G, GILBRET R G, GIDLEY M J. Effect of particle size on kinetics of starch digestion in milled barley and sorghum grains by porcine alpha-amylase [J]. J. Cereal Sci.,2009, 50 (2): 198-204. |
21 | LEHRFELD J, MORRIS E R. Overestimation of phytic acid in foods by the AOAC anion-exchange method [J]. J. Agric. Food Chem.,1992, 40 (11): 2208-2210. |
22 | CHANG C, LIN J. Comparison between collet and cooking extrusions on physicochemical properties of whole grain barley [J/OL]. J. Food Process Eng.,2017, 40 (3): 12480 [2021-06-05].. |
23 | MCCLEAR B V, GLENNIE-HOLMES M. Enzymatic quantification of (1-3),(1-4)-β-d-glucan in barley and malt [J]. J. Institute Brewing,1985, 91 (5): 285-295. |
24 | 严应存, 赵全宁, 王喆,等.青海省门源县1980—2015年青稞物候期变化趋势及其驱动因素[J].生态学报,2017, 38 (4) :1264-127. |
YAN Y C, ZHAO Q N, WANG Z, et al.. Analysis of highland barley phenophase change trend and the driving factors in Menyuan county,Qinghai province during 1980—2015 [J]. Acta Ecol. Sin., 2018,38(4):1264-1271. | |
25 | 白婷, 靳玉龙, 朱明霞,等.56份青藏高原不同区域青稞籽粒营养品质综合评价[J].食品工业科技,2018, 39 (23): 318-322, 328. |
BAI T, JIN Y L, ZHU M X,et al.. Comprehensive evaluation of quality of 56 highland barleys (Hordeum vulgare Linn.) in different regions of Tibet Plateau [J]. Sci. Technol. Food Ind., 2018, 39(23): 318-322, 328. | |
26 | 洛桑旦达, 强小林.青稞特有营养成份分析与开发利用现状调查研究报告[J].西藏科技,2001 (8): 55-64, 54. |
LUO S D D, QIANG X L. Investigation report on the analysis and development and utilization status of highland barley’s special nutrient components [J]. Tibet’s Sci. Technol., 2001(8): 55-64, 54. | |
27 | 冯西博.西藏高原生态条件下青稞营养成分的分析[J].福建农业学报,2016, 31 (12): 1312-1317. |
FENG X B. Analysis of nutritional components of naked barley under the ecological condition of Tibet plateau [J]. Fujian J. Agric. Sci., 2016, 31(12): 1312-1317. | |
28 | 靳正忠, 齐军仓, 石国亮,等.不同生态条件对大麦籽粒蛋白质及其组分含量的影响[J].石河子大学学报(自然科学版),2006,24 (5): 538-542. |
JING Z Z, QI J C, SHI G L,et al.. The effect of different ecological conditions on the contents of protein and its components in barley grain [J]. J. Shihezi Univ.(Nat. Sci.), 2006,24(5): 538-542. | |
29 | 杨智敏, 孔德媛, 杨晓云,等.青稞籽粒淀粉含量的差异[J].麦类作物学报,2013, 33 (6): 1139-1143. |
YANG Z M, KONG D Y, YANG X Y, et al.. Difference of starch content in hulless barley [J]. J. Triticeae Crops, 2013, 33(6): 1139-1143. | |
30 | 王建林, 钟志明, 冯西博,等.青藏高原青稞蛋白质含量空间分异规律及其与环境因子的关系[J].中国农业科学,2017, 50 (6): 969-981. |
WANG J L, ZHONG Z M, FENG X B,et al.. Spatial distribution regulation of protein content of naked barley varieties and its relationships with environmental factors in Qinghai-Tibet plateau [J]. Sci. Agric. Sin., 2017, 50(6): 969-981. | |
31 | SAINJU U M, LENSSEN A W, BARSOTTI J L. Dryland malt barley yield and quality affected by tillage, cropping sequence, and nitrogen fertilization [J]. Agron. J.,2013, 105 (2): 329-340. |
32 | 卓玛, 曲航, 马瑞萍,等. N、P、K、Si营养对青稞产量及籽粒营养品质的影响[J].西藏农业科技,2018, 40 (): 65-71. |
ZHUO M, QU H, MA R P,et al.. Effects of N, P, K, Si nutrition on the yield and grain nutritional quality of highland barley [J]. Tibet J. Agric. Sci., 2018, 40(S1): 65-71. | |
33 | 张唐伟, 余耀斌, 拉琼.西藏不同青稞品种的品质差异分析[J].大麦与谷类科学,2017, 34 (1): 28-32, 41. |
ZHANG T W, YU Y B, LA Q. Evaluation of the qualitative differences among different Tibetan highland barley varieties [J]. Barley Cereal Sci., 2017, 34(1):28-32, 41. | |
34 | SHENG-JING N I, ZHAO H F, ZHANG G P. Effects of post-heading high temperature on some quality traits of malt barley [J]. J. Integrative Agric.,2020, 19 (11): 2674-2679. |
35 | MOZA J, GUJRAL H S. Starch digestibility and bioactivity of high altitude hulless barley [J]. Food Chem.,2016, 194 (1): 561-568. |
[1] | 刘阳阳, 潘越, 王世伟, 虎海防. 不同山葡萄品种光响应模型拟合及综合评价[J]. 中国农业科技导报, 2022, 24(2): 104-114. |
[2] | 李宝石, 刘文科, 王奇, 邵明杰. 起垄内嵌基质栽培对日光温室夏季黄瓜根区温度、生长和产量的影响[J]. 中国农业科技导报, 2022, 24(2): 177-183. |
[3] | 张静, 郭思梦, 韩迎春, 雷亚平, 邢芳芳, 杜文丽, 李亚兵, 冯璐. 基于无人机RGB图像的棉花产量估算[J]. 中国农业科技导报, 2022, 24(11): 112-120. |
[4] | 温赛群, 刘灵娣, 田伟, 谢晓亮, 贾东升, 刘铭, 温春秀, 姜涛. 药食兼用型叶用紫苏种质鉴定[J]. 中国农业科技导报, 2022, 24(10): 62-70. |
[5] | 王传旭, 王康, 陈林, 李学, 张红伟. 基于Kriging插值和BP神经网络结合的粮仓温度场预测模型研究及实现[J]. 中国农业科技导报, 2021, 23(9): 96-102. |
[6] | 王鑫宇1,2,张曦2,孟海波2,沈玉君2,解恒燕1*,周海宾2,程红胜2,宋立秋2. 温度对生物炭吸附重金属特性的影响研究[J]. 中国农业科技导报, 2021, 23(2): 150-158. |
[7] | 李刚, 郑敏娜, 李荫藩. 饲用燕麦品种在晋北农牧交错区的生产性能和营养价值研究[J]. 中国农业科技导报, 2021, 23(12): 42-53. |
[8] | 周成波, 刘文科, 邵明杰, 李宝石, 王奇. 不同光强的LED白光与红蓝光对生菜生长及营养元素含量的影响[J]. 中国农业科技导报, 2021, 23(12): 76-83. |
[9] | 刘焕, 杨延杰, 史宇亮, 李敏, 邢曼曼. 胶东地区日光温室周年温湿度变化规律分析及预测[J]. 中国农业科技导报, 2021, 23(12): 136-144. |
[10] | 兰宇辰1,郭晓红1*,李猛2,赵洋3,李晓蕾3,姜红芳1,王鹤璎1,徐令旗1,张晓宁1,吕艳东1. 施氮量与移栽密度互作对垦粳7号稻米品质的影响[J]. 中国农业科技导报, 2021, 23(1): 136-145. |
[11] | 黄家章1,卢士军1,姚远2,吴鸣3,孙君茂1*. 基于文献计量的国际营养导向型农业研究进展可视化分析[J]. 中国农业科技导报, 2020, 22(9): 11-21. |
[12] | 王志恒,黄思麒,邹芳,杨秀柳,魏玉清*. 温度与NaCl处理对甜高粱种子萌发及幼苗抗氧化酶活性的影响[J]. 中国农业科技导报, 2020, 22(9): 42-51. |
[13] | 罗建军1,杨红云2*,路艳1,易文龙2,孙爱珍1. 基于遗传算法优化的BP神经网络进行水稻氮素营养诊断[J]. 中国农业科技导报, 2020, 22(8): 83-92. |
[14] | 陈腾,董红敏*,张万钦,尹福斌. 猪场沼液热处理对病原微生物杀灭的关键因素研究[J]. 中国农业科技导报, 2020, 22(6): 91-99. |
[15] | 杨锁宁1,2,张黎1*,刘春2*,袁素霞2,张军云3,张盖天2. 温度和土壤酸度对八仙花‘Bailmer’生长发育的影响[J]. 中国农业科技导报, 2020, 22(5): 24-34. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||