Understanding Soil Water and Yield Variability in Precision Farming

Author(s):  
David E. Clay ◽  
T.P. Trooien
1998 ◽  
Vol 49 (5) ◽  
pp. 799 ◽  
Author(s):  
Miles Dracup ◽  
Mark A. Reader ◽  
Jairo A. Palta

Narrow-leafed lupin is a rain-fed crop in southern Australia whose yields are limited by the amount and distribution of rainfall. Drought terminates the growing season, and the timing and intensity of development of this (terminal) drought is a likely cause of much yield variability. We investigated this yield variability by manipulating terminal drought with trickle irrigation. Despite comparatively high crop dry mass of nearly 9 t/ha in the absence of irrigation, seed yield was only 1·2 t/ha with a harvest index of only 14%. Delaying the terminal drought and thus prolonging the period for crop ripening raised crop dry mass by 18-42%, with large increases in harvest index and seed yields, which rose by 45-75% and 95-135%, respectively. Pod set started 110 days after sowing (DAS) but appreciable pod filling did not start until 140 DAS, by which time, in the unirrigated treatment, only about 15% of the plant-available soil water remained, leaf diffusive conductance had fallen by 75%, and leaf water potential was -1·7 MPa. Leaf senescence and abscission had already begun; in the control treatment only 25% of the green area remained at 150 DAS, when net vegetative growth ceased and appreciable seed filling began. During irrigation, plant-available soil water was maintained at 35-70% of that at field capacity, with correspondingly better plant water relations. Pod and seed filling started at the same times as in the unirrigated control, and vegetative growth ceased at the same time. However, green area declined more slowly and reproductive growth continued for longer and at a faster rate. Yields were highly correlated with the number of productive pods (and seeds) at maturity, which in turn was associated with pod survival rather than pod set. Irrigation increased the number of surviving pods and seeds, both of which sometimes aborted at comparatively late stages of filling. Average seed weights were stable across treatments, except where there was a period of drought before irrigation, in which case seeds were heavier, compensating for prior loss of pods. It is argued that a better ideotype for the Mediterranean environment of southern Australia would switch to reproductive growth earlier, before severe water deficit develops, and with less overlap between vegetative and reproductive growth.


2022 ◽  
Vol 149 ◽  
pp. 107816
Author(s):  
M. Leone ◽  
M. Consales ◽  
G. Passeggio ◽  
S. Buontempo ◽  
H. Zaraket ◽  
...  

2002 ◽  
Vol 18 (4) ◽  
Author(s):  
A. Irmak ◽  
W. D. Batchelor ◽  
J. W. Jones ◽  
S. Irmak ◽  
J. O. Paz ◽  
...  

1997 ◽  
Vol 77 (4) ◽  
pp. 595-599 ◽  
Author(s):  
P. G. Jefferson ◽  
H. W. Cutforth

Alfalfa (Medicago sativa L.) yield in the first and second years after establishment is typically much greater than yield in subsequent years under dryland production systems in semiarid regions. Alfalfa is a deep-rooted perennial that uses soil water stored at soil depths below the reach of shallow-rooted cereals and grasses. Since alfalfa yield is positively related to evapotranspiration, this study was conducted to determine the relationship between historical alfalfa yield data and weather variables as affected by sward age. Rambler alfalfa yields collated by sward age during cultivar yield trials from 1951 to 1994 at Swift Current, Saskatchewan, were statistically related to monthly precipitation (April to August) and monthly pan evaporation (May to September) during the growing season, and to the fall and winter total precipitation (September to March). One-year-old swards yielded more than 3-, 4- or 5-yr-old swards. For 1- and 2-yr-old alfalfa swards, weather accounted for 50% and 47% of the yield variability, respectively. However, weather accounted for 85, 87 and 96%, respectively, for 3-, 4- and 5-yr-old swards. We hypothesize that soil water stored deep in the profile accounted for much of the remaining yield variability in one and two year old swards. Researchers must measure soil water use from soil depths to at least 3 m when assessing dryland alfalfa yields. Key words: Medicago sativa L., weather, modelling, forage yield


1999 ◽  
Vol 31 (2) ◽  
pp. 275-285 ◽  
Author(s):  
J. Lowenberg-DeBoer

AbstractInitial ideas on risk management uses of precision agricultural technology focused on site-specific treatment of problem areas to reduce the probability of low yields and returns. Recent discussions deal with sensor and remote-sensing information to improve marketing and “as applied maps” as trace-back mechanisms to manage liability. A theoretical model is presented that suggests that there are plausible circumstances under which precision farming can reduce temporal yield variability. Empirical evidence from an on-farm trial of site-specific P&K management in the Eastern Cornbelt supports the hypothesis that precision farming can have risk-reducing benefits.


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