İSKENDERUN KENTİNDEKİ (HATAY) ACİL DURUM ÜNİTELERİNİN ULAŞABİLİRLİK ÖZELLİKLERİNİN ANALİZİ *
On the relationship between N management and grain protein content in six durum wheat cultivars in...
-
Upload
independent -
Category
Documents
-
view
1 -
download
0
Transcript of On the relationship between N management and grain protein content in six durum wheat cultivars in...
This article was downloaded by: [University of Milan], [Pasquale De Vita]On: 01 September 2012, At: 08:18Publisher: Taylor & FrancisInforma Ltd Registered in England and Wales Registered Number: 1072954 Registered office: MortimerHouse, 37-41 Mortimer Street, London W1T 3JH, UK
Journal of Plant InteractionsPublication details, including instructions for authors and subscription information:http://www.tandfonline.com/loi/tjpi20
On the relationship between N management andgrain protein content in six durum wheat cultivars inMediterranean environmentSalvatore Antonio Colecchia a , Bruno Basso b , Davide Cammarano c , Antonio Gallo a ,Anna Maria Mastrangelo a , Paola Pontieri d e , Luigi Del Giudice d e , Domenico Pignone f
& Pasquale De Vita aa CRA Cereal Research Centre, S.S.16 Km 675, 71122, Foggia, Italyb Department of Crop Systems, Forestry and Environmental Sciences, University ofBasilicata, 85100, Potenza, Italyc Department of Agricultural and Biological Engineering, University of Florida,Gainesville, FL, 1741, USAd Institute of Genetics and Biophysics ‘Adriano Buzzati-Traverso’ (IGB-ABT), CNR, 80131,Naples, Italye Department of Biology, Section of Hygiene, Institute of Plant Genetics (IGV), CNR-Portici, Via Mezzocannone 16, Naples, 80134, Italyf Institute of Plant Genetics (IGV), CNR, Via Amendola 165/A, Bari, 70126, Italy
Accepted author version posted online: 10 Jul 2012. Version of record first published: 01Aug 2012
To cite this article: Salvatore Antonio Colecchia, Bruno Basso, Davide Cammarano, Antonio Gallo, Anna MariaMastrangelo, Paola Pontieri, Luigi Del Giudice, Domenico Pignone & Pasquale De Vita (2012): On the relationship betweenN management and grain protein content in six durum wheat cultivars in Mediterranean environment, Journal of PlantInteractions, DOI:10.1080/17429145.2012.710656
To link to this article: http://dx.doi.org/10.1080/17429145.2012.710656
PLEASE SCROLL DOWN FOR ARTICLE
Full terms and conditions of use: http://www.tandfonline.com/page/terms-and-conditions
This article may be used for research, teaching, and private study purposes. Any substantial or systematicreproduction, redistribution, reselling, loan, sub-licensing, systematic supply, or distribution in any form toanyone is expressly forbidden.
The publisher does not give any warranty express or implied or make any representation that the contentswill be complete or accurate or up to date. The accuracy of any instructions, formulae, and drug dosesshould be independently verified with primary sources. The publisher shall not be liable for any loss, actions,claims, proceedings, demand, or costs or damages whatsoever or howsoever caused arising directly orindirectly in connection with or arising out of the use of this material.
RESEARCH ARTICLE
On the relationship between N management and grain protein content in six durum wheat
cultivars in Mediterranean environment
Salvatore Antonio Colecchiaa, Bruno Bassob, Davide Cammaranoc, Antonio Galloa, Anna Maria Mastrangeloa,
Paola Pontierid,e, Luigi Del Giudiced,e, Domenico Pignonef and Pasquale De Vitaa*
aCRA Cereal Research Centre, S.S.16 Km 675, 71122 Foggia, Italy; bDepartment of Crop Systems, Forestry and EnvironmentalSciences, University of Basilicata, 85100 Potenza, Italy; cDepartment of Agricultural and Biological Engineering, University of
Florida, Gainesville, FL 1741, USA; dInstitute of Genetics and Biophysics ‘Adriano Buzzati-Traverso’ (IGB-ABT), CNR, 80131Naples, Italy; eDepartment of Biology, Section of Hygiene, Institute of Plant Genetics (IGV), CNR-Portici, Via Mezzocannone
16, 80134 Naples, Italy; fInstitute of Plant Genetics (IGV), CNR, Via Amendola 165/A, 70126 Bari, Italy
(Received 28 May 2012; final version received 4 July 2012)
Grain protein has recently received attention in several countries because of a premium associated to increasedprotein concentration (PC) in grains. Nitrogen (N) fertilizer management with its timing of application and ratesplays a crucial role in increasing PC. The objectives of the present study were to: (1) quantify the effects of
different N fertilizer rates and timing of application on grain yield and grain protein of six durum wheat cultivars,and (2) identify the best cultivar in terms of net return, yield, and protein content in typical pedo-climaticcondition of southern Italy. The field experiments were conducted in Foggia during three growing seasons (2002�2003, 2003�2004, and 2004�2005). Results from this study showed that N application at sowing did not influencethe cultivars performance. N applied at stem elongation increased yield and protein content provided there isadequate soil water for N uptake. In absolute terms, the best combination was the cultivar Svevo managed using104 kg N ha�1 split between tillering and stem-elongation stage. The excessive N splitting reduces yield and does
not provide any improvement in terms of protein content.
Keywords: durum wheat; nitrogen; fertilization; protein content; grain yield; net return
Introduction
Durum wheat (Triticum durum Desf.) is the maincereal crop in several countries of the Mediterraneanbasin mainly used for pasta, bread, and couscousproduction. Durum wheat market consistently de-mands a grain protein content of 13% or higher, sincethis trait represents the most important factor affect-ing pasta-making properties (Dexter and Matsuo1980; D’Egidio et al. 1990; Ayoub et al. 1994;Troccoli et al. 2000; Clarke 2001). In the typicalsemiarid environments of the Mediterranean areas,continuous durum wheat and durum wheat-fallowsystems are extensively used, causing a decrease of theaverage protein content below 13%. As a conse-quence, nitrogen (N) fertilization is used to increaseprotein content. Numerous experiments over the lastfew decades have investigated the effect of N fertiliza-tion practices (e.g. N form, rate, splitting, timing) onthe fate of the N applied and the strategies to matchplant uptake and utilization during various stage ofgrowth (Borghi 2000; Grant et al. 2001; Blankenauet al. 2002; Rharrabti et al. 2003a, 2003b, 2003c;Lopez-Bellido et al. 2005; Farrer et al. 2006; Ercoli etal. 2008; Basso et al. 2010, 2011, 2012). Increasing Nsupply results in progressive increments of wheatyield and total grain protein content (Spiertz and de
Vos 1983; Ottman et al. 2000; Sardana 2000; Krapp
et al. 2005; Laperche et al. 2007; Ercoli et al. 2008;
Giuliani et al. 2011a, 2011b).The recent introduction of high-yielding wheat
cultivars and of cultivars carrying the genetic bases
for high protein content has prompted an increased
use of fertilizer N (Ortiz-Monasterio et al. 1997). A
single pre-sowing N application is recommended in
arid regions where the crop depends on erratic
rainfall patterns (Arnon 1972; Jackson and Sims
1977). In areas where the amount of rainfall is high
split applications between sowing and up to the early
boot stage can increase grain yield (GY) and protein
content (Mason 1975; Anderson 1985).In semiarid regions, N fertilizers are most com-
monly applied at sowing as for the arid regions.
However, N fertilization can be split in two applica-
tions, one at sowing and the other as top-dressing
before stem elongation.From an agronomic standpoint N application at
an early stage increases GY, but the N fertilization at a
later stage (booting and head-emergence stage) sig-
nificantly increases the amounts of all the protein
fractions, GY, and pasta-making properties. But, in
Mediterranean environments this practice is limited by
the low rainfall recorded between those physiological
*Corresponding author. Email: [email protected]
Journal of Plant Interactions2012, 1�9, iFirst article
ISSN 1742-9145 print/ISSN 1742-9153 online
# 2012 Taylor & Francis
http://dx.doi.org/10.1080/17429145.2012.710656
http://www.tandfonline.com
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
stages. From an economic standpoint, in terms of net
return (NR) and marginal value for each amount of
N applied, it is still not known which N application
and N rate will maximize the return, increase the
yield, and the protein content. High yield and good
pasta-making quality are important features in today’s
durum wheat market. Both can be improved through
N fertilization strategies, such as the rates and
timing of N fertilization (Miceli et al. 1992), but the
cost of fertilizer associated with the application
cost may not always justify the intervention.
Recently, pasta factories recognize an economic pre-
mium to the growers based on the protein content of
the grain.The hypothesis of this study is that the effects of
N rates and time of N application affect qualitative
traits and NR of six durum wheat cultivars under
rainfed Mediterranean conditions. The objectives are
to (1) quantify the effects of different N applications
rates and timing on GY and grain protein for six
highly adopted durum wheat cultivars, and to (2)
identify the best cultivar in terms of NR, yield, and
protein content in a representative area (in terms of
pedo-climatic condition) of southern Italy.
Materials and methods
Trial site
Fields experiments were conducted at Foggia
(41828?N, 15832?E and 75 m a.s.l), in southern Italy,
on a clay-loam soil (Typic Chromoxerert) at CRA
Cereal Research Centre during three growing seasons
(2002�2003, 2003�2004, and 2004�2005). A data
logger was installed to collect daily maximum and
minimum temperatures and rainfall data (Table 1)
while soil characteristics of experimental sites are
reported in Table 2. Vegetative growth of durum
wheat occurred from November to the end of
February and the reproductive period (stem elonga-
tion, heading, grain filling, and maturation) occurred
from March to May.
Experimental design
Since there is no predetermined hierarchy among thestudied factors, the experiment was arranged in arandomized complete block design with three replica-tions using a factorial design with durum wheatgenotypes and N treatments as factors.
Six N treatments were applied at three different Nrate (80, 104, and 128 kg N ha�1 as urea) and split intwo different ways, one called ‘normal’ in which N issplit between tillering and stem elongation, andanother called ‘split’ with N applied at sowing,tillering, and stem elongation (Table 3). The area ofeach plot was 10.2 m2 (eight rows, each 7.0 m longand 0.17 m apart). Since the soil contained sufficientamounts of plant available P (�100 kg P ha�1)and K (�450 kg ha�1), phosphorous and potassiumfertilizer were not applied. Weeds were control-led by means of specific herbicides: Tralcossidim(1.7 l ha�1) �Clopiralid�MCPA�Fluroxypyr(2.0�2.5 l ha�1). The experiment was sown on 10th,12th, and 12th December in 2002, 2003, and 2004,respectively, with a seeding rate of 200 kg ha�1,the preceding crop was durum wheat. Plants wereharvested after the physiological maturity at themiddle of June.
Durum wheat cultivar
Six durum wheat genotypes (Lesina, Creso, Svevo,Simeto, Duilio and, Ciccio) were chosen because theyrepresent the most popular cultivars in Apulia, themain durum wheat growing area of Italy. Svevo,released in 1996 and developed between the ‘SocietaProduttori Sementi’ (Bologna, Italy) and Barilla, ischaracterized by a high protein content and a highyellow index of its semolina; Ciccio, released in 1996is an early durum wheat cultivar with high yieldpotential, good resistance to common diseases andlodging; Creso was the first significant semi-dwarfcultivar released in Italy in 1974 and still growntoday. Creso has a high yield potential and, at thesame time, good grain quality for pasta-making;Simeto, released in 1988, represents the most popular
Table 1. Monthly rainfall and mean maximum and minimum temperatures for three growing seasons compared to long-termdata for Foggia (Italy).
2002�2003 2003�2004 2004�2005 Long-term data 1955�1994
Tmax(8C)
Tmin(8C)
Rainfall(mm)
Tmax(8C)
Tmin(8C)
Rainfall(mm)
Tmax(8C)
Tmin(8C)
Rainfall(mm)
Tmax(8C)
Tmin(8C)
Rainfall(mm)
November 22.2 11.0 17.7 20.5 11.1 5.4 18.3 9.8 121.6 16.7 6.9 61.4
December 14.9 8.5 130.8 14.5 5.8 164.6 15.9 8.6 53.8 12.8 3.9 59.9January 15.0 7.4 171.6 13.8 5.7 45.7 12.4 4.4 79.4 11.3 2.5 48.0February 11.3 3.4 24.8 16.3 4.6 15.4 11.5 4.1 74.2 12.5 2.7 42.9
March 17.7 5.5 37.2 17.4 6.0 23.7 18.0 5.5 55.2 15.4 4.1 46.4April 20.5 7.5 37.4 20.6 10.3 51.9 21.8 8.7 22.0 19.1 6.2 46.8May 29.5 14.5 12.2 24.4 10.8 48.4 28.2 14.2 1.2 24.7 10.4 37.1
June 35.0 19.8 56.6 30.3 16.6 99.0 32.2 16.9 69.6 29.5 14.6 32.0Sum 488.3 454.1 477 374.4
2 S.A. Colecchia et al.
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
cultivar grown in Italy. It has a high yield potentialand kernels have excellent qualitative characteristics,a very high thousand kernel weight (TKW) and agood attitude to industrial transformation; Lesina,released in 1998 is a very early durum wheat cultivarwith high yield potential, very good resistance tocommon diseases and to lodging; Duilio, released in1984, is characterized by a very high yield potential,determined by a good balance of yield components(ear fertility, TKW, and number of ears per metersquare). Furthermore, due to its high yield stability,Duilio is well suited to every kind of cultivation area.
Yield and grain quality analysis
The entries were characterized for agro-morphologi-cal and qualitative traits. Heading date (HD, daysafter first April) was recorded when about half of theculms showed emerging spikes (growth stage 55,Zadoks et al. 1974), while the plant height (PH) wasmeasured during the milk-waxy maturation. Wholeplots were mechanically harvested and GY deter-mined at 13% moisture content. Several commercialand technological quality parameters were deter-mined. TKW was calculated as the mean weight ofthree sets of 100 grains per plot. Test weight (TW)was measured on three samples of 250 g per plot andexpressed as kg hl�1 obtained with a Shopperchondrometer. Grain N content was determined bymeans of the standard Kjeldahl method. Grainprotein concentration (PC) was calculated after
multiplying Kjeldahl N by 5.7 and expressed on adry weight basis.
Economic analysis
The NR was calculated for each cultivar, N level andapplication time. The most common criteria adoptedby Italian pasta companies to establish the premiumprice for more protein is 10 eurocents every 2.0 gkg�1 of proteins exceeding the minimum content of130 g kg�1, reaching a maximum of 1.5 Euro ifprotein content is�160 g kg�1.
The yield NR was calculated as follows:
NR ¼ Yh � ðGp þ PpÞ � Costs
where Yh is the yield harvest (t ha�1), Gp is grainprice (Euro t�1), Pp is the protein premium. Costs arethe total costs (Euro ha�1) including sowing, fertiliz-ing, harvesting, weed and pests control, and so on.The detailed description of GY price, and total costsis showed in Table 4.
The marginal value for each amount of N givenrespect to the baseline of 80 kg N ha�1 is calculatedas follows:
MV ¼NRNx � NRNy
DN
where NRNx is the NR of the subsequent N applica-tion; NRNy is the NR of the previous N application;and DN is the difference of N between the twoapplications.
Statistical analyses
Data from combined years were analyzed usingANOVA and Fischer’s protected least significantdifference at pB0.05. All data were statistically analy-zed with a statistical software package (Statistica,Statsoft, 1995).
Results
Weather conditions
Weather conditions for the three years of the experi-ment and for the period 1955�1994 are summarized
Table 2. Soil properties in the beginning of 3-year of
experiment at Foggia (Italy).
Properties Dept (cm) 0�45
Organic matter (%) 1.96pH water 8.01Sand (%) 10.9Silt (%) 38.9
Clay (%) 50.2Total CO3 (%) 7.15Active CO3 (%) 5.76
K2O ppm 950P2O5 ppm 30N organic (%) 0.191
Table 3. Amount and timing of N fertilization at the growth stages GS 21, GS 31 and GS 37 (decimal code according toZadoks et al. 1974).
Fertilizer N (kg N ha�1)
Nitrogen treatments Sowing (GS 21) Tillering (GS 21) Stem elongation (GS 37) Total N supply (kg N ha�1)
N80 ‘‘normal’’ � (0) 32 (40) 48 (60) 80N104 ‘‘normal’’ � (0) 41.6 (40) 62.4 (60) 104
N128 ‘‘normal’’ � (0) 51.2 (40) 76.8 (60) 128N80S ‘‘split’’ 24.0 (30) 24 (30) 32 (40) 80N104S ‘‘split’’ 20.8 (20) 31.2 (30) 52 (50) 104N128S ‘‘split’’ 25.6 (20) 38.4 (30) 64 (50) 128
Note: value �%.
Journal of Plant Interactions 3
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
in Table 1. During the three years growing season
rainfall was higher than the historical rainfall. It
ranged from 454 to 488 mm (about 100 mm higher
than the mean value of long-term rainfall data �374
mm). During the first year (2002�2003) the 62% of
total rainfall was recorded in two December and
January. In the third year (2004�2005) the rainfall
was better distributed respect to the second and first
years. During the reproductive period (February�April), temperatures varied widely during the three
years (Table 1). In particular, the second year was
characterized by above average temperature with
March monthly maximum temperature 38 higherthan the long-term records.
Agronomical evaluation
In Table 5 are summarized the effects of year (Y),cultivars (G), N treatments (T), and their interactionsfor all traits evaluated in the study. Considering themain factors, all traits showed statistically significantvariations. Among the first-order interactions, Y�Gand Y�T interaction showed significance for allparameters evaluate with the exceptions of TW andPC. On the other hand, G�T and Y�G�T interac-tions were statistically significant only for TKW para-meter indicating that the study did not show changes incultivar rankings for most attributes. HD values weresignificantly higher in the year with the lowest GY,while the best mean values of TW and TKW wererecorded in the second study-year (2003�2004).
The timing of the N treatments had not significanteffect on durum wheat GY over the three years as awhole for 80 and 104 kg N ha�1 while a significantdifference was observed at 128 kg N ha�1 rate (Table5). The best GY response was obtained from N128
treatment when 40% of the total N fertilizer rate wasapplied at the beginning of the tillering stage and therest 60% at the stem elongation stage. Splitting the
Table 4. Total costs (Euro ha�1) including sowing, fertiliz-ing, harvesting, weed and pests control, and durum wheatgrain price.
2004 2005
Plough (t ha�1) 120 120
Seeds and sowing (t ha�1) 120 120N Fertilizer cost (t kg�1) 0.23 0.32N Distribution (t ha�1)
‘‘Normal’’ 30 30
‘‘Split’’ 45 45Weed control (t ha�1) 60 60Harvest (t ha�1) 60 60
Grain price (t t�1) 190.89 137.48
Table 5. Effects of year (Y), cultivars (G), N treatments (T), and their interactions for all traits evaluated in the study.
FactorsHeading date
(days from first April)Plant
height (cm)Grin Yield(Mg ha�1)
Test weight(kg hl�1)
1000-kernelsweight (g)
Protein content(% d.m.)
Year (Y)2002�2003 32.92 A 65.37 C 2.975 C 78.39 C 44.32 C2003�2004 24.23 C 77.78 B 3.747 B 82.45 A 47.49 A 13.3
2004�2005 26.77 B 84.12 A 4.165 A 82.01 B 46.76 B 13.8Lsd 0.05 0.2239 0.4 2.975 78.39 44.32N rate and timing (T)
N80 27.67 C 75.09 B 3.443 D 80.92 B 47.84 A 13.2 CN80S 28.11 AB 75.74 B 3.549 CD 81.60 A 46.34 B 13.1 CN104 27.81 BC 74.91 B 3.572 BCD 80.80 BC 46.33 B 13.6 BN104S 28.02 AB 75.83 B 3.695 B 80.97 B 45.81 BC 13.4 BC
N128 28.00 AB 77.31 A 3.831 A 80.98 B 45.72 BC 13.8 ABN128S 28.22 A 75.65 B 3.683 BC 80.44 C 45.09 C 14.1 ALsd 0.05 0.3167 1.47 0.1352 0.4695 0.88 0.43
Cultivars (G)Svevo 26.93 D 83.06 A 3.805 A 80.91 C 42.22 E 14.4 ACiccio 26.69 D 75.56 C 3.731 A 82.30 A 45.81 C 12.5 E
Creso 33.04 A 69.81 E 3.134 C 81.56 B 44.85 D 14.0 ABSimeto 27.96 B 72.69 D 3.564 B 79.50 D 48.89 B 13.7 BCLesina 25.85 E 75.19 C 3.783 A 80.62 C 50.51 A 13.4 CD
Duilio 27.37 C 78.24 B 3.757 A 80.81 C 44.85 D 13.3 DLsd 0.05 0.3 1.5 0.14 0.47 0.88 0.43Significant interactionY�G *** *** *** *** *** ***
Y�T ** *** *** NS ** NSG�T NS NS NS NS *** NSY�G�T NS NS NS NS *** NS
NS: Not significant; level of statistical significance:**pB0.01,***pB0.001.
4 S.A. Colecchia et al.
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
same total N rate between sowing (20%), tillering(30%), and stem-elongation (50%) caused lower yield(N128S), with 3.8 and 3.6 t ha�1, respectively. TheN128S treatment had similar yield response of 104 kgN ha�1 N rate (N104 and T104S treatments).
Yield components (TW and TKW) also behavedin a similar way, with differences between thedifferent N splitting treatments. Higher TW wereobserved for N80S which was significant differentfrom all the other treatments. On the other hand, PHtrait was less sensitive to N fertilizer rate andsplitting, all the treatments did not show any sig-nificant difference except for N128. The rate andsplitting of N fertilizer application also influencedgrain protein content (Table 5), which was alwayshighest when 128 kg N ha�1 rate was applied at thetillering and stem elongation stage. Application of the80 kg N ha�1 rate prompted a significant decline ingrain protein content in both split procedures (N80
and N80s).The main effect of genotypes was significant for
all traits evaluated (Table 5). For the HD, thecultivars have showed mean values quite similar forfive to six genotypes that ranged around two days(from 25.9 to 27.8 days after first April) with theexception of Creso (33 days after first April). Cresowas the only genotype that showed a mean value ofPH lower than 70 cm (69.8 cm). Mean GY variedfrom 3.134 (Creso) to 3.805 t ha�1 (Svevo), TWvaried from 79.5 (Simeto) to 82.3 kg hl�1 (Ciccio),and TKW ranged from 42.22 (Svevo) to 50.51 g(Lesina).
In Figure 1A are shown the effects of Y and Ntreatments (T) on GY and PC; the effect of Nfertilizer rate and timing on GY was more markedin the last two years that were characterized by betterrainfall distribution. In particular, during the 2004�2005 growing season the best performances wererecorded at 104 and 128 kg N ha�1 rate while thelowest and significant means were observed at 80 kgN ha�1 rate. In the second year (2003�2004), instead,the mean GY performances over the six N treatmentswere quite similar and not significant. Figure 1Bshows the effects of N treatments and application onPC during two growing-seasons. The results show
that significant differences are only at 104 and 128 kgN ha�1 rate while for all other N treatments anysignificant difference was observed. In all the cases,the mean PC was higher than Industry’s standards(�13%).
Regarding the Y�G interaction it was found tobe significant although it was generally a noncross-over type of interaction (Figure 2A). In general, thecultivars were more responsive to improved climaticconditions during the study-period with the exceptionof the late Creso cultivar for which a constant yieldperformance every year was recorded. With regard tothe PC (Figure 2B) Svevo and Creso were thecultivars with the highest mean values of proteincontent in the grains (average value 14.4 and 14.0%for Svevo and Creso, respectively). The highestabsolute values were observed in the second yearand for the same cultivars (15.0 and 14.5% for Svevoand Creso, respectively). The lowest values in bothfirst and in second year were observed for the cultivarCiccio (12.4 and 12.5% for 2004 and 2005, respec-tively).
Economic evaluation
The results of economic analysis (Figure 3) showedrather uniform a behavior among the different ratesof N during the first year for both timing of Napplications with a NR ranging from 413.3 Euroha�1 (Svevo, N104s) to 169.6 Euro ha�1 (Creso,N104). Creso recorded the lowest values of NRalthough a high grain protein content was recorded(Table 5). The cultivar Ciccio, despite the fact that isthe cultivar with lower protein content (Figure 2B), itprovided a higher NR due to the high GY. In thesecond year, NR ranged from a maximum value of259.7 Euro ha�1 (Lesina N128s) and a minimumvalue of �66.2 Euro ha�1 (Creso, N80). At higher Nrate (N104 and N128) the NR was similar amongcultivars. Svevo (259.3 Euro ha�1 at N104) andCiccio (229.5 Euro ha�1 at N128) recorded meanvalues higher with Normal N timing application whileCiccio (245. Euro ha�1 at N104s) and Lesina (259.7Euro ha�1 at N128s) performed better when N wassupplied in split application.
A
0.0
1.0
2.0
3.0
4.0
5.0
6.0
80 104 128 80s 104s 128s
Yie
ld (
t h
a-1 )
N Treatments
2003 2004 2005
B 0.0
2.0
4.0
6.0
8.0
10.0
12.0
14.0
16.0
80 104 128 80s 104s 128s
Pro
tein
co
nte
nt
(% d
.m.)
N Treatments
2004 2005
Figure 1. Effects of year and N treatments on grain yield (A) and protein content (B) at Foggia (Italy). Vertical bars representLSD (pB0.05%).
Journal of Plant Interactions 5
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
Overall, the marginal value for 2003�2004 showlow negative or positive values respect to the N80
chosen as baseline with a variation between �2.13
and �3.70 Euro kg�1 N ha�1. For the ‘normal’ Napplication N104 had negative marginal values forSvevo (�0.58 Euro kg�1 N ha�1), Ciccio (�0.75Euro kg�1 N ha�1), and Creso (�0.32 Euro kg�1 Nha�1) and positive for Simeto, Lesina, Duilio with1.4, 2.34, 3.70 Euro kg�1 N ha�1, respectively,
(Figure 4A). N128 showed low positive marginalvalues only for Svevo, Ciccio, and Creso and negativefor the other three cultivars (Figure 4A). For the‘split’ N application N104 is positive for the first fourcultivars (Svevo, Ciccio, Creso, and Simeto) and
negative for the other two (Lesina and Duilio), whileN128 showed opposite behavior (Figure 4B). In 2004�2005 the marginal values are more variable rangingbetween �3.12 and �7.53 Euro kg�1 N ha�1. N104
had most of the positive marginal values for both N
applications (‘normal’ and ‘split’) except for Duilio
(‘split’ N) where it showed a negative value of �0.30
Euro kg�1 N ha�1. The highest N application (128
kg N ha�1) showed only a high marginal value for
Lesina (‘split’ N) with 4.68 Euro kg�1 N ha�1, while
for all the other cultivars and N applications was
either very low or negative (Figure 4C,D).
Discussion
Nitrogen fertilizer application guidelines are normally
based on supplying the difference between the avail-
able N in the soil and the potential uptake by the
crop. However, the economically optimum nitrogen
rate amount will vary depending on grain prices,
fertilizer costs, and yield potential. Therefore, there is
0.0
1.0
2.0
3.0
4.0
5.0
6.0
Svevo Ciccio Creso Simeto Lesina Duilio
Yie
ld (
t h
a-1)
N Treatments
2003 2004 2005
0.0
2.0
4.0
6.0
8.0
10.0
12.0
14.0
16.0
Svevo Ciccio Creso Simeto Lesina Duilio
Pro
tein
co
nte
nt
(% d
.m.)
N Treatments
2004 2005A
B
Figure 2. Effects of year and cultivars on grain yield (A) and protein content (B) at Foggia (Italy). Vertical bars represent
LSD (pB0.05%).
0
50
100
150
200
250
300
350
400
450
Svevo Ciccio Creso Simeto Lesina Duilio
Net
ret
urn
(E
uro
ha-
1 )
Net
ret
urn
(E
uro
ha-
1 )
Net
ret
urn
(E
uro
ha-
1 )
Net
ret
urn
(E
uro
ha-
1 )
"Normal" N 2003-04
80N 104N 128N
0
50
100
150
200
250
300
350
400
450
Svevo Ciccio Creso Simeto Lesina Duilio
"Split" N 2003-04
80Ns 104Ns 128Ns
-100
-50
0
50
100
150
200
250
300
Svevo Ciccio Creso Simeto Lesina Duilio
"Normal" N 2004-05
80N 104N 128N
-100
-50
0
50
100
150
200
250
300
Svevo Ciccio Creso Simeto Lesina Duilio
"Split" N 2004-05
80Ns 104Ns 128Ns
A B
C D
Figure 3. Net return evaluated for six durum wheat cultivars and two N treatments during 2003�2004 (A and B) and2004�2005 (C and D).
6 S.A. Colecchia et al.
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
a need to adopt agronomic and economic models thatdetermine the optimum nitrogen rate and timing andare useable by growers and their advisers to achievehigher yield and grain PC (El-Sheemy 1991; Petracet al. 1999; Martre et al. 2006).
Nitrogen fertilizers are most often effective whenapplied at sowing, but where the yield expectation ishigh and the season is longer, split applicationsbetween sowing and up to the early boot stage canalso increase GY and protein percentage (Mason1975; Lopez-Bellido et al. 2006).
The economic return from late season applied Ndepends on the cost of the additional N and applica-tion, the resulting yield, the protein increase, and theprotein premium when the wheat is sold. The cost offertilizer-N will vary depending on year and regionand is greatly influenced by energy prices. Nitrogenfertilizer rate and timing are the major managementtools available after planting to manipulate wheat toproduce higher yields per hectare. Our findingsindicated that the excessive splitting of N rate over3 N rate (80, 104, and 128 kg N ha�1) showed only aminimum significant difference among the treat-ments. In particular, at high N levels (128 kg Nha�1) the timing and splitting of N fertilizer applica-tion influenced both GY and grain protein contentconfirming a number of studies for which the splitand late application of N promotes a build-up ofgrain protein content rather than an increase in GY(Sowers et al. 1994; Ayoub et al. 1995; Ercoli et al.2009). Alcoz et al. (1993), Mossedaq and Smith(1994), and Sowers et al. (1994) also report anincrease in wheat yield when fertilizer N is appliedat the start of stem elongation when soil water is
adequate for N uptake after application. In adding,our experience evidenced as the N application atsowing date did not influence in any way the cultivarsperformance suggesting the possibility to delay Nfertilization and focusing on the critical stage of thecrop that in these semiarid conditions is representedby the end of tillering and beginning of stemelongation.
The proper N management and the economicsuccess of N fertilization depend on the growingseason rainfall. The highest yield was obtained in2004�2005, when rainfall was more uniformly dis-tributed during the growing season. In addition, thehigher rainfall between February and May influencedthe crop N uptake and higher protein content. Themarginal value of the fertilization for this growingseason showed that 104 kg N ha�1would have beenthe best amount of N to apply either as ‘normal’ or‘split’. Higher N fertilization rates did not cause anysignificant increase in yield and protein because it islikely that the excess N is leached during thosemonths of higher rainfall, causing environmentaland economic losses. In 2003�2004, the marginalvalues were not significantly higher respect to thebaseline because the lower rainfall during February�May period will not cause excessive crop N uptake.
In economic terms the interaction between T andG showed differences more marked among thecultivars, particularly for the 2003�2004 growingseason with an extremely low incidence of proteinpremium on NR that, instead, appeared closelyrelated to GY. Similar conclusions were reported byVaughan et al. (1990) showing that at moderateprotein premiums of $1.10 Mg�1 per 2.5 g kg�1
-4
-3
-2
-1
0
1
2
3
Svevo Ciccio Creso Simeto Lesina Duilio
Mar
gin
al v
alu
e (E
uro
kg
N)
"Normal" N 2003-04
104N 128N
-4
-3
-2
-1
0
1
2
3
Svevo Ciccio Creso Simeto Lesina Duilio
Mar
gin
al v
alu
e (E
uro
kg
N)
"Split" N 2003-04
80Ns 104Ns
-4
-2
0
2
4
6
8
10
Svevo Ciccio Creso Simeto Lesina Duilio
Mar
gin
al v
alu
e (E
uro
kg
N)
"Normal" N 2004-05
104N 128N
-4
-2
0
2
4
6
8
10
Svevo Ciccio Creso Simeto Lesina Duilio
Mar
gin
al v
alu
e (E
uro
kg
N)
"Split" N 2004-05
80Ns 104Ns
A B
C D
Figure 4. Marginal value evaluated for six durum wheat cultivars and two N treatments during 2003�2004 (A and B) and
2004�2005 (C and D).
Journal of Plant Interactions 7
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
above 120 g kg�1, N applied with the aim of
increasing grain was not profitable unless the costof application was included as part of a tillage
practice. On the contrary the NR evaluated for the
2004�2005 was most significantly associated with rateand timing of N fertilizer applied.
Results from this study show that N application at
sowing date did not influence the cultivars perfor-mance suggesting the possibility to delay N fertiliza-
tion and focusing on the critical stage of the crop thatin these semiarid conditions is represented by the end
of tillering and beginning of stem elongation. Napplied at stem elongation has been demonstrated
to increase yield and protein provided there isadequate soil water content to uptake N (Alcoz
et al. 1993; Mossedaq and Smith 1994; Sowers et al.
1994). In absolute terms the best combination was thecultivars Svevo managed using 104 kg N ha�1
divided between tillering and stem-elongation stage.The excessive N splitting reduces yield potential
without advantage in PC terms.The proper N management from this point of
view appears strictly dependent on the location and
year of the study. The lack of universal N fertilizerprescription suggests that to achieve N optimization
for yield and grain protein a system approach to
evaluate the interactions of climate, soil, cultivars,and agronomic managements may be required.
Comparing the two applications against the three
split application at the same rates, research indicatesthat (1) yields are not increased with the split, (2)
excessive splitting reduces yield potential withoutadvantage in PC terms, and (3) in these local
conditions late heading cultivars are less productivethan the most common and early ones.
In conclusion, our study underlines the impor-
tance of selecting the proper durum wheat cultivar tomaximize the NR for farmers and the need to manage
N fertilization to improve wheat yield and grainquality. Despite the fact that the study was carried
out for a limited number of years, we feel confident
that results observed in the field trial on yield andprotein response to N management are representative
of a large area of the Tavoliere plane and can betransferred over space and time due the lower erratic
nature of Mediterranean climate.
Acknowledgements
This study was supported by the Ministry of Agricultural,
Food and Forestry Policies (MIPAF) of Italy, as special
grant SICERME2 and Apulia Region with the project PIF
124 ‘Filiera cerealicola Legacoop’.
References
Alcoz MM, Hons FM, Haby VA. 1993. Nitrogen fertiliza-
tion timing effect on wheat production, nitrogen
uptake efficiency, and residual soil nitrogen. Agron.
J. 85:1198�203.
Anderson WK. 1985. Grain yield responses of barley and
durum wheat to split nitrogen applications under
rainfed conditions in a Mediterranean environment.
Field Crops Res. 12:191�202.
Arnon I 1972. Crop production in dry regions. vol. I and II.
London: Leonard Hill Books; p. 650.Ayoub M, Guertin S, Fregeau-Reid J, Smith DL. 1994.
Nitrogen fertilizer effect on bread making quality of
hard red spring wheat in eastern Canada. Crop Sci.
34:1346�54.Ayoub M, Guertin S, Smith DL. 1995. Nitrogen fertilizer
rate and timing effect on bread wheat protein in
eastern Canada. J. Agron. Crop Sci. 174:337�49.Basso B, Cammarano D, Troccoli A, Chen D, Ritchie JT.
2010. Long-term wheat response to nitrogen in a
rainfed Mediterranean environment: field data and
simulation analysis. Eur. J. Agron. 33:132�8.Basso B, Fiorentino C, Cammarano D, Cafiero G, Darda-
nelli J. 2012. Analysis of rainfall distribution on spatial
and temporal patterns of wheat yield in Mediterranean
environment. Eur. J. Agron. 41:52�65.Basso B, Ritchie JT, Cammarano D, Sartori L. 2011. A
strategic and tactical management approach to select
optimal N fertilizer rates for wheat in a spatially
variable field. Eur. J. Agron. 35:215�22.Blankenau K, Olfs HW, Kuhlma H. 2002. Strategies to
improve the use efficiency of mineral fertilizer nitrogen
applied to winter wheat. J. Agron. Crop Sci. 188:
146�54.Borghi B. 2000. Nitrogen as determinant of wheat growth
and yield. In: Satorre EH, Slafer GA, editors. Wheat
ecology and physiology of yield determination. New
York: Food Products Press, p. 67�84.Clarke JM. 2001. Improvement of durum wheat grain
quality. In: Abecassis J, Autran JC, Feillet P, editors,
Durum wheat, semolina and pasta quality. Recent
achievements and new trends. Paris: INRA; p. 27�54.D’Egidio MG, Mariani BM, Nardi S, Novaro P, Cubadda
R. 1990. Chemical and technological variables and
their relationships: a predictive equation for pasta
cooking quality. Cereal Chem. 67:275�81.Dexter JE, Matsuo RR. 1980. Relationship between durum
wheat protein properties and pasta dough rheology
and spaghetti cooking quality. J. Agric. Food Chem.
28:899�902.El-Sheemy A. 1991. Economic use of nitrogen fertilizer in
wheat production. J. Agric. Sci. 22:295�310.
Ercoli L, Lulli L, Mariotti M, Masoni A, Arduini I. 2008.
Post-anthesis dry matter and nitrogen dynamics in
durum wheat as affected by nitrogen supply and soil
water availability. Eur. J. Agron. 28:138�47.
Ercoli L, Masoni A, Mariotti M, Arduini I. 2009. Accu-
mulation of dry matter and nitrogen in durum wheat
during grain filling as affected by temperature and
nitrogen rate. Italian J. Agron. 4:3�13.
Farrer DC, Weisz R, Heiniger R, Murphy JP, White JG.
2006. Minimizing protein variability in soft red winter
wheat: impact of nitrogen application timing and rate.
Agron. J. 98:1137�45.
Giuliani MM, Giuzio L, De Caro A, Flagella Z. 2011a.
Relationships between nitrogen utilization and grain
technological quality in durum wheat: I. Nitrogen
translocation and nitrogen use efficiency for protein.
Agron. J. 103:1487�94.
8 S.A. Colecchia et al.
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12
Giuliani MM, Giuzio L, De Caro A, Flagella Z. 2011b.
Relationships between nitrogen utilization and grain
technological quality in durum wheat: II. Grain yield
and quality. Agron. J. 103:1668�75.
Grant CA, Brown KR, Racz GJ, Bailey LD. 2001.
Influence of source, timing and placement of nitrogen
on grain yield and nitrogen removal of durum wheat
under reduced and conventional tillage management.
Can. J. Plant Sci. 81:17�27.Jackson GD, Sims JR. 1977. Comprehensive nitrogen
fertilizer management model for winter wheat. Agron.
J. 69:373�7.
Krapp A, Saliba-Colombani V, Daniel-Vedele F. 2005.
Analysis of C and N metabolisms and of C/N
interactions using quantitative genetics. Photosynth.
Res. 83:251�63.Laperche A, Brancourt-Hulmel M, Heumez E, Gardet O,
Hanocq E, Devienne-Barret F, Le Gouis J. 2007. Using
genotype nitrogen interaction variables to evaluate the
QTL involved in wheat tolerance to nitrogen con-
straints. Theor. Appl. Genet. 115:399�415.Lopez-Bellido RJ, Lopez-Bellido L, Garrido-Lestache E.
2005. Durum wheat quality under Mediterranean
conditions as affected by N rate, timing and splitting,
N form and S fertilization. Eur. J. Agron 23:265�78.Lopez-Bellido L, Lopez-Bellido RJ, Lopez-Bellido FJ.
2006. Fertilizer nitrogen efficiency in durum wheat
under rainfed Mediterranean conditions: effect of split
application. Agron. J. 98:55�62.
Martre P, Jamieson PD, Semenov MA, Zyskowski RF,
Porter JR, Triboi E. 2006. Modelling protein content
and composition in relation to crop nitrogen dynamics
for wheat. Eur. J. Agron. 25:138�54.
Mason MG. 1975. Nitrogen fertilizers for cereal produc-
tion. J. Agric. West. Aust. 16:3�10.
Miceli F, Martin M, Zerbi G. 1992. Yield, quality and
nitrogen efficiency in winter wheat fertilized with
increasing N levels at different times. J. Agron. Crop
Sci. 168:337�44.Mossedaq F, Smith DH. 1994. Timing nitrogen application
to enhance spring wheat yields in a Mediterranean
climate. Agron. J. 86:221�6.
Ortiz-Monasterio R, Sayre KD, Rajaram S, McMahon M.1997. Genetic progress in wheat yield and nitrogen useefficiency under four nitrogen rates. Crop Sci. 37:
898�904.Ottman MJ, Doerge TA, Martin E. 2000. Durum grain
quality as affected by nitrogen. Fertilization near
anthesis. Agron. J. 92:1035�41.Petrac B, Juri I, Crnjac M. 1999. Analysis of economic
efficiency of top dressing by nitrogen of soil sown by
wheat. Dordrecht: Kluwer Academic Publishers, p.59�62.
Rharrabti Y, Royo C, Villegas D, Aparicio N. 2003a.Durum wheat quality in Mediterranean environments:
I. Quality expression under different zones, latitudesand water regimes across Spain. Field Crops Res.80:123�31.
Rharrabti Y, Villegas D, Royo C. 2003b. Durum wheatquality in Mediterranean environments: II. Influenceof climatic variables and relationships between quality
parameters. Field Crops Res. 80:133�40.Rharrabti Y, Villegas D, Royo C. 2003c. Durum wheat
quality in Mediterranean environments: III. Stabilityand comparative methods in analysing G�E interac-
tion. Field Crops Res. 80:141�6.Sardana V. 2000. Grain quality of wheat as influenced by
application of nitrogen, climate and cultural practices:
a review. Agric. Rev. 21:116�20.Sowers KE, Pan WL, Miller BC, Smith JL. 1994. Nitrogen
use efficiency of split nitrogen applications in soft
white winter wheat. Agron. J. 86:942�8.Spiertz JHJ, de Vos NM. 1983. Agronomical and physio-
logical aspects of the role of nitrogen in yield forma-
tion of cereals. Plant Soil. 75:379�91.StatSoft. 1995. STATISTICA general conventions and
statistics. vol. I. Tulsa, OK: StatSoft, Inc.Troccoli A, Borrelli GM, De Vita P, Fares C, Di Fonzo N.
2000. Durum wheat quality: a multidisciplinary con-cept. J. Cereal Sci. 32:99�113.
Vaughan BD, Westfall G, Barbarick KA. 1990. Nitrogen
rate and timing effects on winter wheat grain yield,grain protein and economics. J. Prod. Agric. 3:324�8.
Zadoks JC, Chang TT, Konzak CF. 1974. A decimal code
for the growth stages of cereals. Weed Res. 14:415�21.
Journal of Plant Interactions 9
Dow
nloa
ded
by [
Uni
vers
ity o
f M
ilan]
, [Pa
squa
le D
e V
ita]
at 0
8:18
01
Sept
embe
r 20
12