Pictures

Side by side

Left: Normal conditions;     Right: Stress conditions.Left: Normal conditions;     Right: Stress conditions.

Left: Normal conditions; Right: Stress conditions.

Normal

Normal conditions

Normal conditions

Stress

Stress conditions

Stress conditions

Raw lysimeters data before cleanup

-By using data visualization we can identify the noisy lysimeters

By Lysimeter

m-82

cln

sal

mm

Discarding the noisy lysimeters

  • cln
    n removed: 3/8
    lys#: 2, 10, 13
  • m82
    n removed: 5/8
    lys#: 4, 11, 12, 22, 26
  • mm
    n removed: 4/8
    lys#: 3, 25, 27, 30
  • sal
    n removed: 2/8
    lys#: 1, 9

Lysimeters data After cleanup

By Lysimeter

m-82

cln

sal

mm

Cultivars mean

All

Veg growth

Stress 1

Recovery 1

Stress 2

Recovery 2

Daily ET- Plots

All (clean)

All

m82

cln

sal

mm

Daily cumulative ET- Plots

All periods combined

Daily cumulative ET, divided by day within the growing period. Each line represents cultivars mean of 8 replicates (lysimeters).
Red= cln, Green= m82, blue= mm, Purple= sal.
Each row of plots represent different growing period by that order: veg growth, stress 1, recovery 1, stress 2, recovery 2.

veg growth

Daily cumulative ET, divided by day within the growing period.
Red= cln
Green= m82
blue= mm
Purple= sal

Cumulative ET by cultivar and lysimeter.
Each color represent different day within the growing period.

Stress 1

Daily cumulative ET, divided by day within the growing period.
Red= cln
Green= m82
blue= mm
Purple= sal
Cumulative ET by cultivar and lysimeter.
Each color represent different day within the growing period.

Recovery 1

Daily cumulative ET, divided by day within the growing period.
Red= cln
Green= m82
blue= mm
Purple= sal

Cumulative ET by cultivar and lysimeter.
Each color represent different day within the growing period.

Stress 2

Daily cumulative ET, divided by day within the growing period.
Red= cln
Green= m82
blue= mm
Purple= sal
Cumulative ET by cultivar and lysimeter.
Each color represent different day within the growing period.

Recovery 2

Daily cumulative ET, divided by day within the growing period.
Red= cln
Green= m82
blue= mm
Purple= sal

Cumulative ET by cultivar and lysimeter.
Each color represent different day within the growing period.

Daily cumulative ET- Tables

by Cultivar

by lysimeter