Scientia Agricultura Sinica ›› 2019, Vol. 52 ›› Issue (7): 1247-1259.doi: 10.3864/j.issn.0578-1752.2019.07.012

• SOIL & FERTILIZER·WATER-SAVING IRRIGATION·AGROECOLOGY & ENVIRONMENT • Previous Articles     Next Articles

Characteristics of Soil Water Utilization in Spring Wheat Field with Different Straw Retention Approaches in Dry Inland Irrigation Areas

YIN Wen,CHAI Qiang(),HU FaLong,FAN ZhiLong,FAN Hong,YU AiZhong,ZHAO Cai   

  1. College of Agronomy, Gansu Agricultural University/Gansu Provincial Key Laboratory of Arid Land Crop Science, Lanzhou 730070
  • Received:2018-09-06 Accepted:2018-10-29 Online:2019-04-01 Published:2019-04-04
  • Contact: Qiang CHAI E-mail:chaiq@gsau.edu.cn

Abstract:

【Objective】In oasis irrigated agricultural region, water resources scarcity is one of the most prominent constraints for crop production, which also leads to the unstable yield and the lower water use efficiency of crop production with conventional tillage. In this study, the characteristics of soil water utilization in spring wheat field with different straw retention approaches were investigated in the areas, so as to optimize the farming practices and to improve the water use efficiency. 【Method】A field experiment was carried out in a typical oasis irrigation region, Wuwei, Gansu Province, from 2014 to 2016, to determine the effects of treatments of straw retention patterns on soil water utilization of spring wheat field. The treatments included reduced tillage with 25 to 30 cm high straw standing (NTSS), reduced tillage with 25 to 30 cm high straw covering (NTS), conventional tillage with 25 to 30 cm high straw incorporation (TS), and conventional tillage without straw retention (CT, the control). 【Result】Reduced tillage with straw retention could decrease evapotranspiration of spring wheat field, furthermore NTSS and NTS treatments decreased evapotranspiration by 3.1% to 7.8%, 3.7% to 7.7%, compared to CT treatment, respectively. NTSS and NTS treatments decreased evapotranspiration of wheat before early-filling stage but increased it afterwards, so this created a more optimal balance between early- and late-stage water demand of spring wheat. NTSS and NTS treatments could enhance the effectiveness of water by inhibiting soil evaporation and reducing the proportion of evaporation to evapotranspiration (E/ET) for the spring wheat field. NTSS and NTS treatments reduced soil evaporation by 9.3% to 17.4% and 10.8% to 23.3% over CT treatment, and reduced by 4.0% to 5.8% and 5.6% to 11.4% over TS treatment, respectively. Among the two reduced tillage with straw retention treatments, NTS had the best effect on inhibiting soil evaporation, thus this treatment reduced E/ET by 6.9% to 21.3%. The grain yield of NTSS, NTS, TS was 16.6% to 24.9%, 18.6% to 27.3%, 10.2% to 18.7% greater than that of CT treatment, respectively, among the three straw retention treatments, NTSS and NTS had greater grain yield by 5.2% to 5.9% and 7.2% to 9.5% than that of TS treatment, respectively. Thus, straw retention treatments had greater water use efficiency (WUE), compared to CT treatment, NTSS, NTS, and TS treatments improved WUE by 21.1% to 28.3%, 26.6% to 30.6%, 13.1% to 20.3%, respectively. Across the three straw retention treatments, NTSS and NTS treatments improved WUE by 6.7% to 11.9%, 8.6% to 13.7%, in comparison to TS treatment, respectively. 【Conclusion】 Our results showed that reduced tillage in combination with 25 to 30 cm high straw standing and covering was the feasible technology for realizing high yield, stable yield and efficient utilization of irrigation water of spring wheat production in the oasis irrigation region.

Key words: straw retention, tillage practice, water consumption characteristics, yield, water use efficiency, spring wheat

Table 1

The precipitation across various month of spring wheat growing period in the testing years (mm)"

年份
Year
月份 Month
三月
March
四月
April
五月
May
六月
June
七月
July
春小麦全生育期
Entire growing period of spring wheat
2014 0.3 19.6 17.9 23.7 39.4 100.9
2015 0 16.0 18.6 39.5 34.6 108.7
2016 0 19.3 23.2 33.2 31.2 106.9

Fig. 1

Dynamics of soil water content at 0-120 cm soil layer of spring wheat field with different straw retention approaches Error bars above the curves indicate the value of LSD in the figure. The same as below"

Fig. 2

Vertical changes of soil water content at 0-120 cm soil layer of various determining period under different straw retention approaches The dates were 18 March, 22 April to 7 June, 19 June to 14 July, and 23 July in 2014, 28 March, 23 April to 5 June, 21 June to 15 July, and 27 July in 2015, and 29 March, 19 April to 5 June, 26 June to 12 July, and 20 July in 2016, the corresponding growing periods of wheat were sowing stage, vegetative growth period, reproductive growth stage, harvesting stage, respectively"

Table 2

Evapotranspiration (ET) and evapotranspiration modulus coefficient (EC) of spring wheat at each of growth period under different straw retention approaches"

年份
Year
处理
Treatment
播种—拔节期
Sowing—jointing
拔节—孕穗期
Jointing—booting
孕穗—灌浆初期
Booting—early-filling
灌浆初期—收获期
Early-filling—harvesting
全生育期
Entire growth period
ET (mm) CP (%) ET (mm) CP (%) ET (mm) CP (%) ET (mm) CP (%) ET (mm)
2014 NTSS 108a 27.5a 88b 22.3b 76d 19.2d 122a 31.0a 393ab
NTS 105a 27.1a 84b 21.6c 82c 21.0c 118ab 30.4a 389b
TS 97b 24.5b 98a 24.6a 93b 23.3b 109c 27.6b 397ab
CT 94b 23.2c 101a 24.8a 99a 24.3a 112bc 27.7b 406a
2015 NTSS 103a 25.8a 94c 23.6bc 87c 21.8b 115a 28.8a 399b
NTS 100ab 25.2a 93c 23.2c 90c 22.6b 116a 29.0a 399b
TS 98b 23.4b 103b 24.4ab 111b 26.5a 108b 25.7b 421a
CT 98b 22.6b 108a 25.1a 119a 27.5a 107b 24.7b 432a
2016 NTSS 113b 27.6bc 95b 23.1a 98b 23.9a 105b 25.5b 411a
NTS 119a 29.1a 89c 21.7b 90c 21.8b 113a 27.5a 411a
TS 118ab 28.4ab 97ab 23.3a 103a 24.7a 98c 23.6c 416a
CT 113b 26.8c 100a 23.8a 102a 24.2a 106b 25.2b 422a

Fig. 3

Dynamics of soil evaporation of spring wheat field with different straw retention approaches"

Fig. 4

Dynamics of evaporation/evapotranspiration (E/ET) of spring wheat field with different straw retention approaches Different letters represent the significant difference between treatments at 0.05 level in the figure. The same as below"

Fig. 5

Responses of grain yield (A) and water use efficiency (B) for spring wheat to different straw retention approaches The statistical analysis was performed in each treatment in each testing year"

[1] 张建军, 樊廷录, 党翼, 赵刚, 王磊, 李尚中, 王淑英, 王勇 . 黄土旱塬耕作方式和施肥对冬小麦产量和水分利用特性的影响. 中国农业科学, 2017,50(6):1016-1030.
doi: 10.3864/j.issn.0578-1752.2017.06.004
ZHANG J J, FAN T L, DANG Y, ZHAO G, WANG L, LI S Z, WANG S Y, WANG Y . Effects of long-term tillage and fertilization on yield and water use efficiency of winter wheat in loess dry land plateau. Scientia Agricultura Sinica, 2017,50(6):1016-1030. (in Chinese)
doi: 10.3864/j.issn.0578-1752.2017.06.004
[2] DONG Q, YANG Y, YU K, FENG H . Effects of straw mulching and plastic film mulching on improving soil organic carbon and nitrogen fractions, crop yield and water use efficiency in the Loess Plateau, China. Agricultural Water Management, 2018,201:133-143.
doi: 10.1016/j.agwat.2018.01.021
[3] 李玉玲, 张鹏, 张艳, 贾倩民, 刘东华, 董昭芸, 贾志宽, 韩清芳, 任小龙 . 旱区集雨种植方式对土壤水分、温度的时空变化及春玉米产量的影响. 中国农业科学, 2016,49(6):1084-1096.
doi: 10.3864/j.issn.0578-1752.2016.06.005
LI Y L, ZHANG P, ZHANG Y, JIA Q M, LIU D H, DONG Z Y, JIA Z K, HAN Q F, REN X L . Effects of rainfall harvesting planting on temporal and spatial changing of soil water and temperature, and yield of spring maize (Zea mays L.) in semi-arid areas. Scientia Agricultura Sinica, 2016,49(6):1084-1096. (in Chinese)
doi: 10.3864/j.issn.0578-1752.2016.06.005
[4] 骆兰平, 于振文, 王东, 张永丽, 石玉 . 土壤水分和种植密度对小麦旗叶光合性能和干物质积累与分配的影响. 作物学报, 2011,37(6):1049-1059.
doi: 10.3724/SP.J.1006.2011.01049
LUO L P, YU Z W, WANG D, ZHANG Y L, SHI Y . Effects of planting density and soil moisture on flag leaf photosynthetic characteristics and dry matter accumulation and distribution in wheat. Acta Agronomica Sinica, 2011,37(6):1049-1059. (in Chinese)
doi: 10.3724/SP.J.1006.2011.01049
[5] WANG X B, CAI D X, HOOGMOED W B, OENEMA O, PERDOK U D . Developments in conservation tillage in rainfed regions of North China. Soil and Tillage Research, 2007,93(2):239-250.
doi: 10.1016/j.still.2006.05.005
[6] VITA P D, PAOLO E D, FECONDO G, FONZO N D, PISANTE M . No-tillage and conventional tillage effects on durum wheat yield, grain quality and soil moisture content in southern Italy. Soil and Tillage Research, 2007,92(1):69-78.
doi: 10.1016/j.still.2006.01.012
[7] 殷文, 陈桂平, 柴强, 赵财, 冯福学, 于爱忠, 胡发龙, 郭瑶 . 前茬小麦秸秆处理方式对河西走廊地膜覆盖玉米农田土壤水热特性的影响. 中国农业科学, 2016,49(15):2898-2908.
YIN W, CHEN G P, CHAI Q, ZHAO C, FENG F X, YU A Z, HU F L, GUO Y . Responses of soil water and temperature to previous wheat straw treatments in plastic film mulching maize field at Hexi corridor. Scientia Agricultura Sinica, 2016,49(15):2898-2908. (in Chinese)
[8] CHEN S Y, ZHANG X Y, PEI D, SUN H Y, CHEN S L . Effects of straw mulching on soil temperature, evaporation and yield of winter wheat: Field experiments on the North China Plain. Annals of Applied Biology, 2007,150(3):261-268.
doi: 10.1111/j.1744-7348.2007.00144.x
[9] 高亚军, 李生秀 . 旱地秸秆覆盖条件下作物减产的原因及作用机制分析. 农业工程学报, 2005,21(7):15-19.
doi: 10.3321/j.issn:1002-6819.2005.07.004
GAO Y J, LI S X . Cause and mechanism of crop yield reduction under straw mulch in dry land. Transactions of the Chinese Society of Agricultural Engineering, 2005,21(7):15-19. (in Chinese)
doi: 10.3321/j.issn:1002-6819.2005.07.004
[10] LAMPURLANES J, ANGAS P, CANTEROMARTINEZ C . Root growth, soil water content and yield of barley under different tillage systems on two soils in semiarid conditions. Field Crops Research, 2001,69(1):27-40.
doi: 10.1016/S0378-4290(00)00130-1
[11] AON M A, SARENA D E, BURGOS J L, CORTASSA S . (Micro)biological, chemical and physical properties of soils subjected to conventional or no-till management: An assessment of their quality status. Soil and Tillage Research, 2001,60(3/4):173-186.
doi: 10.1016/S0167-1987(01)00190-8
[12] FENG F X, HUANG G B, CHAI Q, YU A Z . Tillage and straw management impacts on soil properties, root growth, and grain yield of winter wheat in Northwestern China. Crop Science, 2010,50(4):1465-1473.
doi: 10.2135/cropsci2008.10.0590
[13] SPEDDING T A, HAMEL C, MEHUYS G R, MADRAMOOTOO C A . Soil microbial dynamics in maize-growing soil under different tillage and residue management systems. Soil Biology and Biochemistry, 2004,36:499-512.
doi: 10.1016/j.soilbio.2003.10.026
[14] CHAI Q, GAN Y T, TURNER N C, ZHANG R Z, YANG C, SIDDIQUE K H M . Water-saving innovations in Chinese agriculture. Advances in Agronomy, 2014,126:149-202.
doi: 10.1016/B978-0-12-800132-5.00002-X
[15] 赵亚丽, 薛志伟, 郭海斌, 穆心愿, 李潮海 . 耕作方式与秸秆还田对冬小麦-夏玉米耗水特性和水分利用效率的影响. 中国农业科学, 2014,47(17):3359-3371.
doi: 10.3864/j.issn.0578-1752.2014.17.004
ZHAO Y L, XUE Z W, GUO H B, MU X Y, LI C H . Effects of tillage and straw returning on water consumption characteristics and water use efficiency in the winter wheat and summer maize rotation system. Scientia Agricultura Sinica, 2014,47(17):3359-3371. (in Chinese)
doi: 10.3864/j.issn.0578-1752.2014.17.004
[16] SEKAHO N, HIRA G, SISHU A, THIDN S . Response of soyabean (Glycine max Mer.) to wheat straw mulching in different cropping seasons. Soil and Use Management, 2005,21(4):422-426.
doi: 10.1079/SUM2005356
[17] 蔡立群, 罗珠珠, 张仁陟, 黄高宝, 李玲玲, 谢军红 . 不同耕作措施对旱地农田土壤水分保持及入渗性能的影响研究. 中国沙漠, 2012,32(5):1362-1368.
CAI L Q, LUO Z Z, ZHANG R Z, HUANG G B, LI L L, XIE J H . Effect of different tillage methods on soil water retention and infiltration capability of rainfed field. Journal of Desert Research, 2012,32(5):1362-1368. (in Chinese)
[18] 柏会子, 王洋, 石海, 陈笑莹 . 秸秆不同还田方式对土壤蒸发特性影响. 土壤与作物, 2012,1(4):241-247.
BAI H Z, WANG Y, SHI H, CHEN X Y . Influence of different straw-returning approaches on soil evaporation characteristics. Soil and Crop, 2012,1(4):241-247. (in Chinese)
[19] BALWINDER S, EBERBACH P L, HUMPHREYS E, KUKAL S S . The effect of rice straw mulch on evapotranspiration, transpiration and soil evaporation of irrigated wheat in Punjab, India. Agricultural Water Management, 2011,98(12):1847-1855.
doi: 10.1016/j.agwat.2011.07.002
[20] 员学锋, 吴普特, 汪有科, 徐福利 . 免耕条件下秸秆覆盖保墒灌溉的土壤水、热及作物效应研究. 农业工程学报, 2006,22(7):22-26.
YUAN X F, WU P T, WANG Y K, XU F L . Soil moisture conserving irrigation under straw mulch with no-tillage. Transactions of the Chinese Society of Agricultural Engineering, 2006,22(7):22-26. (in Chinese)
[21] 柴强, 于爱忠, 陈桂平, 黄鹏 . 单作与间作的棵间蒸发量差异及其主要影响因子. 中国生态农业学报, 2011,19(6):1307-1312.
doi: 10.3724/SP.J.1011.2011.01307
CHAI Q, YU A Z, CHEN G P, HUANG P . Soil evaporation under sole cropping and intercropping systems and the main driving factors. Chinese Journal of Eco-agriculture, 2011,19:1307-1312. (in Chinese)
doi: 10.3724/SP.J.1011.2011.01307
[22] ZHANG B, PANG C Q, QIN J T, LIU K L, XU H, LI H X . Rice straw incorporation in winter with fertilizer-N application improves soil fertility and reduces global warming potential from a double rice paddy field. Biology and Fertility of Soils, 2013,49(8):1039-1052.
doi: 10.1007/s00374-013-0805-7
[23] 王幸, 邢兴华, 徐泽俊, 齐玉军, 季春梅, 吴存祥 . 耕作方式和秸秆还田对黄淮海夏大豆产量和土壤理化性状的影响. 中国油料作物学报, 2017,39(6):834-841.
doi: 10.7505/j.issn.1007-9084.2017.06.015
WANG X, XING X H, XU Z J, QIN Y J, JI C M, WU C X . Effects of tillage and straw returning on soybean yield and soil physicochemical properties in Yellow-Huai-Hai Rivers Valley. Chinese Journal of Oil Crop Sciences, 2017,39(6):834-841. (in Chinese)
doi: 10.7505/j.issn.1007-9084.2017.06.015
[24] 殷文, 冯福学, 赵财, 于爱忠, 柴强, 胡发龙, 郭瑶 . 小麦秸秆还田方式对轮作玉米干物质累积分配及产量的影响. 作物学报, 2016,42(5):751-757.
doi: 10.3724/SP.J.1006.2016.00751
YIN W, FENG F X, ZHAO C, YU A Z, CHAI Q, HU F L, GUO Y . Effects of wheat straw returning patterns on characteristics of dry matter accumulation, distribution and yield of rotation maize. Acta Agronomica Sinica, 2016,42(5):751-757. (in Chinese)
doi: 10.3724/SP.J.1006.2016.00751
[25] 郭瑶, 柴强, 殷文, 冯福学, 赵财, 于爱忠 . 绿洲灌区小麦免耕秸秆还田对后作玉米产量性能指标的影响. 中国生态农业学报, 2017,25(1):69-77.
doi: 10.13930/j.cnki.cjea.160639
GUO Y, CHAI Q, YIN W, FENG F X, ZHAO C, YU A Z . Effect of wheat straw return to soil with zero-tillage on maize yield in irrigated oases. Chinese Journal of Eco-agriculture, 2017,25(1):69-77. (in Chinese)
doi: 10.13930/j.cnki.cjea.160639
[26] 殷文, 陈桂平, 柴强, 郭瑶, 冯福学, 赵财, 于爱忠, 刘畅 . 河西灌区不同耕作与秸秆还田方式对春小麦出苗及产量的影响. 中国生态农业学报, 2017,25(2):180-187.
doi: 10.13930/j.cnki.cjea.160788
YIN W, CHEN G P, CHAI Q, GUO Y, FENG F X, ZHAO C, YU A Z, LIU C . Effect of tillage and straw retention mode on seedling emergence and yield of spring wheat in the Hexi Irrigation Area. Chinese Journal of Eco-agriculture, 2017,25(2):180-187. (in Chinese)
doi: 10.13930/j.cnki.cjea.160788
[27] 秦舒浩, 黄高宝 . 不同耕作措施下绿洲灌区冬小麦蒸发蒸腾特性及产量效应. 中国生态农业学报, 2008,16(3):611-614.
QIN S H, HUANG G B . Characteristics of winter wheat evapotranspiration and yield performance under different tillage practices in oasis-irrigated farmland. Chinese Journal of Eco-agriculture, 2008,16(3):611-614. (in Chinese)
[28] YIN W, YU A Z, CHAI Q, HU F L, FENG F X, GAN Y T . Wheat and maize relay-planting with straw covering increases water use efficiency up to 46%. Agronomy for Sustainable Development, 2015,35(2):815-825.
doi: 10.1007/s13593-015-0286-1
[1] ZHANG XiaoLi, TAO Wei, GAO GuoQing, CHEN Lei, GUO Hui, ZHANG Hua, TANG MaoYan, LIANG TianFeng. Effects of Direct Seeding Cultivation Method on Growth Stage, Lodging Resistance and Yield Benefit of Double-Cropping Early Rice [J]. Scientia Agricultura Sinica, 2023, 56(2): 249-263.
[2] YAN YanGe, ZHANG ShuiQin, LI YanTing, ZHAO BingQiang, YUAN Liang. Effects of Dextran Modified Urea on Winter Wheat Yield and Fate of Nitrogen Fertilizer [J]. Scientia Agricultura Sinica, 2023, 56(2): 287-299.
[3] XU JiuKai, YUAN Liang, WEN YanChen, ZHANG ShuiQin, LI YanTing, LI HaiYan, ZHAO BingQiang. Nitrogen Fertilizer Replacement Value of Livestock Manure in the Winter Wheat Growing Season [J]. Scientia Agricultura Sinica, 2023, 56(2): 300-313.
[4] WANG CaiXiang,YUAN WenMin,LIU JuanJuan,XIE XiaoYu,MA Qi,JU JiSheng,CHEN Da,WANG Ning,FENG KeYun,SU JunJi. Comprehensive Evaluation and Breeding Evolution of Early Maturing Upland Cotton Varieties in the Northwest Inland of China [J]. Scientia Agricultura Sinica, 2023, 56(1): 1-16.
[5] ZHAO ZhengXin,WANG XiaoYun,TIAN YaJie,WANG Rui,PENG Qing,CAI HuanJie. Effects of Straw Returning and Nitrogen Fertilizer Types on Summer Maize Yield and Soil Ammonia Volatilization Under Future Climate Change [J]. Scientia Agricultura Sinica, 2023, 56(1): 104-117.
[6] ZHANG Wei,YAN LingLing,FU ZhiQiang,XU Ying,GUO HuiJuan,ZHOU MengYao,LONG Pan. Effects of Sowing Date on Yield of Double Cropping Rice and Utilization Efficiency of Light and Heat Energy in Hunan Province [J]. Scientia Agricultura Sinica, 2023, 56(1): 31-45.
[7] XIONG WeiYi,XU KaiWei,LIU MingPeng,XIAO Hua,PEI LiZhen,PENG DanDan,CHEN YuanXue. Effects of Different Nitrogen Application Levels on Photosynthetic Characteristics, Nitrogen Use Efficiency and Yield of Spring Maize in Sichuan Province [J]. Scientia Agricultura Sinica, 2022, 55(9): 1735-1748.
[8] LI YiLing,PENG XiHong,CHEN Ping,DU Qing,REN JunBo,YANG XueLi,LEI Lu,YONG TaiWen,YANG WenYu. Effects of Reducing Nitrogen Application on Leaf Stay-Green, Photosynthetic Characteristics and System Yield in Maize-Soybean Relay Strip Intercropping [J]. Scientia Agricultura Sinica, 2022, 55(9): 1749-1762.
[9] GUO ShiBo,ZHANG FangLiang,ZHANG ZhenTao,ZHOU LiTao,ZHAO Jin,YANG XiaoGuang. The Possible Effects of Global Warming on Cropping Systems in China XIV. Distribution of High-Stable-Yield Zones and Agro-Meteorological Disasters of Soybean in Northeast China [J]. Scientia Agricultura Sinica, 2022, 55(9): 1763-1780.
[10] WANG HaoLin,MA Yue,LI YongHua,LI Chao,ZHAO MingQin,YUAN AiJing,QIU WeiHong,HE Gang,SHI Mei,WANG ZhaoHui. Optimal Management of Phosphorus Fertilization Based on the Yield and Grain Manganese Concentration of Wheat [J]. Scientia Agricultura Sinica, 2022, 55(9): 1800-1810.
[11] GUI RunFei,WANG ZaiMan,PAN ShengGang,ZHANG MingHua,TANG XiangRu,MO ZhaoWen. Effects of Nitrogen-Reducing Side Deep Application of Liquid Fertilizer at Tillering Stage on Yield and Nitrogen Utilization of Fragrant Rice [J]. Scientia Agricultura Sinica, 2022, 55(8): 1529-1545.
[12] LIAO Ping,MENG Yi,WENG WenAn,HUANG Shan,ZENG YongJun,ZHANG HongCheng. Effects of Hybrid Rice on Grain Yield and Nitrogen Use Efficiency: A Meta-Analysis [J]. Scientia Agricultura Sinica, 2022, 55(8): 1546-1556.
[13] LI Qian,QIN YuBo,YIN CaiXia,KONG LiLi,WANG Meng,HOU YunPeng,SUN Bo,ZHAO YinKai,XU Chen,LIU ZhiQuan. Effect of Drip Fertigation Mode on Maize Yield, Nutrient Uptake and Economic Benefit [J]. Scientia Agricultura Sinica, 2022, 55(8): 1604-1616.
[14] QIN YuQing,CHENG HongBo,CHAI YuWei,MA JianTao,LI Rui,LI YaWei,CHANG Lei,CHAI ShouXi. Increasing Effects of Wheat Yield Under Mulching Cultivation in Northern of China: A Meta-Analysis [J]. Scientia Agricultura Sinica, 2022, 55(6): 1095-1109.
[15] TAN XianMing,ZHANG JiaWei,WANG ZhongLin,CHEN JunXu,YANG Feng,YANG WenYu. Prediction of Maize Yield in Relay Strip Intercropping Under Different Water and Nitrogen Conditions Based on PLS [J]. Scientia Agricultura Sinica, 2022, 55(6): 1127-1138.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!