Nitrogen fertilization optimization algorithm based on in-season estimates of yield and plant nitrogen uptake

被引:179
作者
Lukina, EV
Freeman, KW
Wynn, KJ
Thomason, WE
Mullen, RW
Stone, ML
Solie, JB
Klatt, AR
Johnson, GV
Elliott, RL
Raun, WR [1 ]
机构
[1] Oklahoma State Univ, Dept Plant & Soil Sci, Stillwater, OK 74078 USA
[2] Oklahoma State Univ, Dept Agr & Biosyst Engn, Stillwater, OK 74078 USA
关键词
D O I
10.1081/PLN-100103780
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Current methods of determining nitrogen CN) fertilization rates in winter wheat (Triticum aestivum L.) are based on farmer projected yield goals and fixed N removal rates per unit of grain produced. This work reports on an;alternative method of determining fertilizer N rates using estimates of early-season plant N uptake and potential yield determined from in-season spectral measurements collected between January and April. Reflectance measurements under daytime lighting in the red and near infrared regions of the spectra were used to compute the normalized difference vegetation index (NDVI). Using a modified daytime lighting reflectance sensor, early-season plant N uptake between Feekes physiological growth stages 4 (leaf sheaths lengthen) through 6 (first node of stem visible) was found to be highly correlated with NDVI. Further analyses showed that dividing the NDVI sensor measurements between Feekes growth stages 4 and 6, by the days from planting to sensing date was highly correlated with final grain yield. This in-season estimate of yield (INSEY) was subsequently used to compute the potential N that could be removed in the grain. In-season N fertilization needs were then considered to be equal to the amount of predicted grain N uptake (potential yield times grain N) minus predicted early-season plant N uptake (at the time of sensing), divided by an efficiency factor of 0.70. This method of determining in-season fertilizer need has been shown to decrease large area N rates while also increasing wheat grain yields when each 1 m(2) area was sensed and treated independently.
引用
收藏
页码:885 / 898
页数:14
相关论文
共 13 条
[1]   NITROGEN USE EFFICIENCY OF WINTER-WHEAT AMONG LANDSCAPE POSITIONS [J].
FIEZ, TE ;
PAN, WL ;
MILLER, BC .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1995, 59 (06) :1666-1671
[2]   EVALUATING WHEAT NITROGEN STATUS WITH CANOPY REFLECTANCE INDEXES AND DISCRIMINANT-ANALYSIS [J].
FILELLA, I ;
SERRANO, L ;
SERRA, J ;
PENUELAS, J .
CROP SCIENCE, 1995, 35 (05) :1400-1405
[3]   Nitrogen fertilization effects on soil carbon and nitrogen in a dryland cropping system [J].
Halvorson, AD ;
Reule, CA ;
Follett, RF .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1999, 63 (04) :912-917
[4]  
LARGE EC, 1954, PLANT PATHOL, V3, P128, DOI [10.1111/j.1365-3059.1954.tb00687.x, 10.1111/j.1365-3059.1954.tb00674.x]
[5]   In-season prediction of potential grain yield in winter wheat using canopy reflectance [J].
Raun, WR ;
Solie, JB ;
Johnson, GV ;
Stone, ML ;
Lukina, EV ;
Thomason, WE ;
Schepers, JS .
AGRONOMY JOURNAL, 2001, 93 (01) :131-138
[6]   Improving nitrogen use efficiency for cereal production [J].
Raun, WR ;
Johnson, GV .
AGRONOMY JOURNAL, 1999, 91 (03) :357-363
[7]   SIMULTANEOUS DETERMINATION OF TOTAL-C, TOTAL-N, AND N-15 ON SOIL AND PLANT-MATERIAL [J].
SCHEPERS, JS ;
FRANCIS, DD ;
THOMPSON, MT .
COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 1989, 20 (9-10) :949-959
[8]   Effect of growth stage and variety on spectral radiance in winter wheat [J].
Sembiring, H ;
Lees, HL ;
Raun, WR ;
Johnson, GV ;
Solie, JB ;
Stone, ML ;
DeLeon, MJ ;
Lukina, EV ;
Cossey, DA ;
LaRuffa, JM ;
Woolfolk, CW ;
Phillips, SB ;
Thomason, WE .
JOURNAL OF PLANT NUTRITION, 2000, 23 (01) :141-149
[9]   Submeter spatial variability of selected soil and bermudagrass production variables [J].
Solie, JB ;
Raun, WR ;
Stone, ML .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1999, 63 (06) :1724-1733
[10]   OPTIMIZING YIELD AND GRAIN PROTEIN IN SOFT WHITE WINTER-WHEAT WITH SPLIT NITROGEN APPLICATIONS [J].
SOWERS, KE ;
MILLER, BC ;
PAN, WL .
AGRONOMY JOURNAL, 1994, 86 (06) :1020-1025