Spectral Water Indices for Assessing Yield in Elite Bread Wheat Genotypes under Well‐Irrigated, Water‐Stressed, and High‐Temperature Conditions

Wiley - Tập 50 Số 1 - Trang 197-214 - 2010
M. Gutiérrez1, Matthew Reynolds2, W. R. Raun3, M. L. Stone4, A. R. Klatt3
1Maricopa Agricultural Center, Univ. of Arizona, Maricopa, AZ, 85238
2International Maize and Wheat Improvement Center (CIMMYT), Apartado Postal 6-641, 06600 Mexico, D.F., Mexico
3Dep. of Plant and Soil Sciences, 368 Ag Hall, Oklahoma State Univ., Stillwater, OK, 74078
4Dep. of Biosystems and Agricultural Engineering, 111 Ag Hall, Oklahoma State Univ., Stillwater, OK, 74078

Tóm tắt

ABSTRACTThe objective of the present work was to determine the relationship between spectral reflectance indices (SRI) and yield in spring wheat (Triticum aestivum L.) in NW Mexico in three environments (irrigated, water‐stress, and high‐temperature). The SRI were classified into vegetative indices (three indices) and water indices (five indices). The SRI were determined at booting, heading, and grain‐filling in advanced lines of three trials of the International Maize and Wheat Improvement Centre in Mexico (CIMMYT), Elite Spring Wheat Yield Trial (ESWYT), Semi‐Arid Wheat Yield Trial (SAWYT), and High Temperature Wheat Yield Trial (HTWYT). Two water indices (NWI‐1 and NWI‐3) always provided higher correlations with grain yield when heading and grain filling were combined in SAWYT, ESWYT, and HTWYT. Vegetative indices showed inconsistency in their relationship with grain yield. The water indices gave higher genetic correlations and correlated response with grain yield than the vegetative indices in the three trials in all the environments across years. The relationship between yield and canopy temperature determined at grain filling also showed stronger association with yield. The high‐temperature environment showed the strongest associations between SRI and grain yield. The water indices can be used for breeding purposes for selecting high‐yielding lines in well‐irrigated, water‐stressed, and hot environments, and canopy temperature could complement this selection.

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Tài liệu tham khảo

10.2134/agronj1983.00021962007500060029x

10.2135/cropsci2002.1547

10.2134/agronj2000.92183x

Araus J.L., 2001, Application of physiology in wheat breeding, 59

10.2134/agronj1984.00021962007600020029x

10.1093/aob/mcf049

10.2135/cropsci2005.0059

10.2135/cropsci2005.0211

10.1007/s10681-006-9104-9

10.1071/AR06270

10.1111/j.1439-0523.1993.tb00590.x

10.1016/S0378-4290(96)03465-X

10.2135/cropsci2002.1220

10.1093/jxb/erh277

Falconer D.S., 1989, Introduction to quantitative genetics

Field C.B., 1994, Ecophysiology of photosynthesis. Ecological studies, 511

10.1016/S0034-4257(96)00072-7

10.1071/AR04214

Heisey P.W., 2002, Impacts of international wheat breeding research in developing countries, 1966–97

Jackson P.A., 2001, Application of physiology in wheat breeding, 11

10.1016/S0378-4290(96)01012-X

10.1111/j.1439-0523.2007.01411.x

10.2135/cropsci2004.1163

Osborne S.L., 2002, Use of spectral radiance to estimate in‐season biomass and grain yield in nitrogen and water stressed corn, Crop Sci., 42, 165

10.1016/S1360-1385(98)01213-8

10.1080/01431169308954010

10.2135/cropsci1997.0011183X003700010033x

10.2135/cropsci2006.08.0546

10.2135/cropsci2006.07.0492

10.2134/agronj2001.931131x

10.1071/PP9940717

10.2135/cropsci1999.3961611x

10.1023/A:1018355906553

10.1007/BF00024012

Richards R.A., 2001, Application of physiology in wheat breeding, 88

10.1080/0143116031000150059

10.1016/0034-4257(90)90076-X

SAS Institute, 2001, The SAS system for windows, version 8.2

10.2135/cropsci1997.0011183X003700010006x

10.2134/agronj2001.933583x

Singh R.K., 1977, Biometrical method in quantitative genetic analysis

10.1007/BF00035338

10.1007/s10681-006-9330-1

10.2135/cropsci2003.1698

10.2135/cropsci2002.1441

10.1016/0034-4257(91)90004-P