Sensing Corn Stalk Diameter as a Predictor of Grain Yield

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Eric C. Miller

Jeremiah L. Mullock, Jacob T. Bushong, and William R. Raun

ASA, CSSA, & SSSA Annual Meetings

Tampa, FL

November 5 st , 2013

The 2012 drought, 597 counties in 14 states primary natural disaster areas

(USDA, 2013)

.

$14 billion in crop insurance indemnity payments

(Congressional Budget Office, 2013)

.

Cold shock protein B gene

◦ Called ‘cspB’

Bacillus subtilis bacterium

Cold shock proteins accumulate

Act as RNA chaperones

Bind and unfold tangled RNA molecules to promote normal function

(Castiglioni et al., 2008) http://www.lhsc.on.ca/_images/Genetics/centraldogma.jpg

Express native drought tolerant traits using marker assisted selection

(Butzen and Schussler,

2009)

Dry soil = poor nutrient uptake

Drought alters the root:shoot ratio

Increased root respiration, increases nutrient solubility

More root respiration, has the potential to increase nutrient uptake

(Liu et al., 2004) http://www.monsanto.com/newsviews/pages/bt-corn-performance-in-us-corn-belt.aspx

Evaluate N use efficiency (NUE) and water use efficiency (WUE)

◦ Drought tolerant and less drought tolerant corn hybrids

◦ Irrigated and rainfed production systems

Established in

2013 and will continue in 2014

3 replicates

LCB

4 row plots, 6.1 m long

Soils:

◦ Efaw

 Norge: Fine-silty, mixed, active, thermic Udic

Paleustolls

◦ Lake Carl Blackwell (LCB)

 Port: Fine-silty, mixed, superactive, thermic

Cumulic Haplustolls ,

Oscar: Fine-silty, mixed, superactive, thermic,

Typic Natrustalfs

Efaw

G enetics

◦ Drought tolerant

 Pioneer P1498: Optimum AQUAmax

 Monsanto 63-55: Droughtgard

◦ Less drought tolerant

 Pioneer P1395

 Monsanto 62-09

E nvironment x M anagement

◦ Irrigated production system

 Preplant N rates

 0, 101, and 202 kg ha -1

 Seeding rate

 75,650 seeds ha -1

Photo Courtesy of Jacob Bushong

◦ Rainfed production system

 Preplant N rates

 0, 67, and 134 kg ha -1

 Seeding rate

 53,800 seeds ha -1

Treatment Structure

◦ Two way factorial with

 4 levels of hybrid

 3 levels of N rate

◦ Randomized complete block design

◦ Nested within production system

SAS PROC GLM

◦ Analysis conducted by site and year

Grain yield (Mg ha -1 )

◦ Center two rows per plot

◦ Adjusted to 155 g kg -1 moisture

NUE (kg kg -1 )

◦ Grain yield kg ha -1 / kg ha -1 applied N fertilizer http://web.extension.illinois.edu/nwiardc/ eb270/20121015_6040.html

Cumulative WUE (kg m -1 )

◦ Grain yield kg ha -1 / Evapotranspiration (ET; m)

ET = +∆SWC + R + I – D

◦ Soil Water Content (SWC)

 Preplant and postharvest

 1 m soil profile

◦ Rainfall (R)

 Mesonet

◦ Irrigation (I)

◦ Drainage (D)

 negligible

Photo Courtesy of Tracy Wilson

30

25

20

15

10

5

0

Long Term

2013

Main effects and interaction effects for grain yield, water use efficiency

(WUE), and nitrogen use efficiency (NUE) at Efaw and Lake Carl Blackwell

(LCB), 2013.

Efaw LCB

Grain

Yield WUE NUE

Grain

Yield WUE NUE

Irrigation

Hybrid

N Rate

Irrigation x Hybrid

Irrigation x N Rate

Hybrid x N Rate

------------------- Pr > F -------------------

0.002

0.008

0.006

0.001

0.001

0.005

0.297

0.248

0.301

0.292

0.351

0.566

0.722

0.529

0.700

0.507

0.004

0.897

0.017

0.705

0.016

0.765

0.007

0.962

0.503

0.570

0.231

0.027

0.026

0.012

0.795

0.810

0.531

0.684

0.664

0.844

Irrigation x Hybrid x N Rate 0.084

0.074

0.367

0.548

0.501

0.698

12

10

8

6

4

2

0

Efaw -

Irrigated

Efaw -

Rainfed

LCB -

Irrigated

LCB -

Rainfed

Low N

Med N

High N

Single degree of freedom contrasts and differences of the means for grain yield (Mg ha -1 ), water use efficiency (kg m -1 ; WUE), and nitrogen use efficiency (kg kg -1 ; NUE) at Efaw, 2013.

Grain Yield

(Mg ha -1 )

WUE

(kg m -1 )

NUE

(kg kg -1 )

P > F Diff.

P > F Diff.

P > F Diff.

Drought tolerant vs.

Less drought tolerant

Monsanto vs.

Pioneer

Droughtgard vs.

AQUAmax

0.416 -0.485 0.503 0.314 0.361 -5.44

0.110

0.116

0.994 0.085 0.582 0.204

1.38

0.079 1.06

0.100

7.69

14.4

Single degree of freedom contrasts and differences of the means for grain yield (Mg ha -1 ), water use efficiency (kg m -1 ; WUE), and nitrogen use efficiency (kg kg -1 ; NUE) at Lake Carl Blackwell (LCB), 2013.

Grain Yield

(Mg ha -1 )

WUE

(kg m -1 )

NUE

(kg kg -1 )

P > F Diff.

P > F Diff.

P > F Diff.

Drought tolerant vs.

Less drought tolerant

Monsanto vs.

Pioneer

Droughtgard vs.

AQUAmax

0.928

0.065

0.139

0.084 0.837 0.012 0.839

0.832 0.084 0.107 0.179

0.916 0.170 0.116 0.275

1.10

7.58

8.58

Irrigated - High N

Rainfed - High N

2,5

2

1,5

1

0,5

0

0 20 40 60 80

NUE (kg kg -1 )

100 120 140

Irrigated - High N

Rainfed - High N

2,5

2

1,5

1

0,5

0

0 20 40 60 80

NUE (kg kg -1 )

100 120 140

Irrigation significantly increased grain yield,

WUE, and NUE at both sites

Increased N rates resulted in higher yields for the irrigated production systems

Regardless of hybrid, improvements in WUE resulted in increased NUE

The Monsanto Droughtgard hybrid yielded

~1 Mg ha -1 more than the Pioneer AQUAmax hybrid at both sites (~$70)

◦ Lack of drought tolerant hybrid differences in 2013 could have been from an unseasonably wet growing season

Questions?

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