Association of digital photo parameters and NDVI with winter wheat grain yield in variable environments

Turkish Journal of Agriculture and Forestry

Volumn 38, Issue 5, 2014, Pages 624-632

  Morgounov, Alexey ^a   Gummadov, Nurberdi ^a   Belen, Savaş ^b   Kaya, Yüksel ^c   Keser, Mesut ^d   Mursalova, Jamala ^a  

^a International Maize and Wheat Improvement Centre CIMMYT   (Turkey)

^b Transitional Zone Agricultural Research Institute   (Turkey)

^c Bahri Dagdas International Agricultural Research Institute   (Turkey)

^d INTERNATIONAL CENTER FOR AGRICULTURAL RESEARCH IN THE DRY AREAS ICARDA   (Syrian Arab Republic)

Author keywords

Biomass; Breeding; Physiology; Stress; Tolerance; Wheat

Indexed keywords

BIOMASS; CROPS; DEVELOPING COUNTRIES; FITS AND TOLERANCES; GRAIN (AGRICULTURAL PRODUCT); PHYSIOLOGY; STRESSES; VEGETATION;

BREEDING; DEVELOPMENT STAGES; NORMALIZED DIFFERENCE VEGETATION INDEX; POTENTIAL SELECTION; VARIABLE ENVIRONMENT; VEGETATIVE INDEX; WHEAT; WINTER WHEAT YIELDS;

COMPUTER GRAPHICS;

BIOMASS; BREEDING; CROP YIELD; DEVELOPING WORLD; DIGITAL PHOTOGRAMMETRY; ENVIRONMENTAL FACTOR; GENOTYPE; NDVI; TOLERANCE; VEGETATION COVER; WHEAT;

EID: 84905642374     PISSN: 1300011X     EISSN: None     Source Type: Journal    
DOI: 10.3906/tar-1312-90     Document Type: Article

References (18)

1. Adamsen FJ, Pinter P, Barnes E, LaMorte R, Wall G, Leavitt S, Kimball B (1999). Measuring wheat senescence with a digital camera. Crop Sci 39: 719-724.
2. Aparicio N, Villegas D, Araus JL, Cassadesus J, Royo C (2002). Relationship between growth traits and spectral vegetation indices in durum wheat. Crop Sci 42: 1547-1555.
3. Araus JL, Casadesus J, Borg J (2001). Recent tools for the screening of physiological traits determining yield. In: Reynolds M, Ortiz Monaterio I, McNab A, editors. Application of Physiology in Wheat Breeding. Mexico City, Mexico: CIMMYT, pp. 59-77.
4. Casadesus J, Kaya Y, Bort J, Nachit MM, Araus JL, Amor S, Ferrazzano G, Maalouf F, Maccaferri M, Martos M et al. (2007). Using vegetation indices derived from conventional digital cameras as selection criteria for wheat breeding in water-limited environments. Ann App Bot 150: 227-236.
5. Erdle K, Mistele B, Schmidhalter U (2011). Comparison of active and passive spectral sensors in discriminating biomass parameters and nitrogen status in wheat cultivars. Field Crop Res 124: 74-84.
6. Feng MC, Yang WD (2011). Changes in NDVI and yield of winter wheat cultivars with different plant types. Chinese J Eco-Agr 19: 87-92.
7. Gutierrez-Rodrigues M, Reynolds M, Escalante-Estrada JA, Rodriguez- Gonzalez MT (2004). Association between canopy reflectance indices and yield and physiological traits in bread wheat under drought and well-irrigated conditions. Aust J Agr Res 55: 1139-1147.
8. Hazratkulova S, Sharma R, Alikulov S, Islomov S, Yuldashev T, Ziyaev Z, Khalikulov Z, Ziyadullaev Z, Turok J (2012). Analysis of genotypic variation for normalized difference vegetation index and its relationship with grain yield in winter wheat under terminal heat stress. Plant Breeding 131: 716-721.
9. Li HL, Luo X, Ma JH (2011). Radiation-use efficiency and the harvest index of winter wheat at different nitrogen levels and their relationships to canopy spectral reflectance. Crop Pasture Sci 62: 208-217.
10. Li Y, Chen D, Walker CN, Angus JF (2010). Estimating the nitrogen status of crops using a digital camera. Field Crop Res 118: 221-227.
11. Liu JG, Pattey E (2010). Retrieval of leaf area index from top-ofcanopy digital photography over agricultural crops. Agr Forest Meteorol 150: 1482-1490.
12. Lukina EV, Stone ML, Raun WR (1999). Estimating vegetation coverage in wheat using digital images. J Plant Nutr 22: 341-350.
13. Kimball BA, White JW, Wall JW, Ottman MJ (2012). Infraredwarmed and unwarmed vegetation indices coalesce using canopy-temperature growing degree days. Agron J 104: 114-118.
14. Marti J, Bort J, Slafer GA, Araus JL (2007). Can wheat yield be assessed by early measurements of Normalized Difference Vegetation Index? Ann App Bot 150: 253-257.
15. Mullan D (2012). Spectral radiometry. In: Reynolds M, Pask A, Mullan DM, editors. Physiological Breeding I: Interdisciplinary Approaches to Improve Crop Adaptation. Mexico City, Mexico: CIMMYT, pp. 69-80.
16. Mullan D, Reynolds M (2010). Quantifying effects of ground cover on soil water evaporation using digital imaging. Funct Plant Biol 37: 703-712.
17. Sharma RC, Rajaram R, Alikulov S, Ziyaev Z, Hazratkulova S, Khodarahami M, Nazeri S, Belen S, Khalikulov Z, Mosaad M et al. (2013). Improved winter wheat genotypes for Central and West Asia. Euphytica 190: 19-31.
18. Trussel H, Saber E, Vrhel M (2005) Color image processing [basics and special issue overview]. IEEE Signal Proc Mag 22: 14-22.