|
Subsurface Drip Irrigation For Native Wildflower
Seed Production
Clint Shock, Erik Feibert, and Lamont Saunders,
Malheur Experiment Station
Oregon State University
Ontario, OR 2007
Nancy Shaw
U.S. Forest Service
Rocky Mountain Research Station
Boise, ID
Introduction
Native forb seed is needed to restore rangelands of the Intermountain West. Commercial seed production is necessary to provide the quantity of seed needed for restoration efforts. A major limitation to economically viable commercial production of native forb seed is stable and consistent seed productivity over years. Variations in spring rainfall and soil moisture result in highly unpredictable water stress at flowering, seed set, and seed development. Excessive water stress during flowering, seed set, and seed development is known to compromise yield and quality of other seed crops.
Native forbs are not competitive with crop weeds. Both sprinkler and furrow irrigation could promote seed production, but risk encouraging weeds. Furthermore, sprinkler and furrow irrigation can lead to the loss of plant stand and seed production due to fungal pathogens. By burying drip tapes at 12-inch depth, and avoiding wetting of the soil surface, we hope to assure flowering and seed set without encouraging weeds or opportunistic diseases. This trial tested the effect of three irrigation intensities on the seed yield of seven native forb species.
Materials and Methods
Plant
Establishment
Seed of the seven intermountain west forb species (Table 1) was
received in late November in 2004 from the Rocky Mountain Research
Station (Boise, ID). The plan was to plant the seed
in the fall of 2004, but due to excessive rainfall in October, the
ground preparation was not completed and planting was postponed to
early 2005. To ensure germination the seed was
submitted to a cold stratification treatment. The
seed was soaked overnight in distilled water on January 26,
2004. After soaking, the water was drained and the
seed soaked for 20 minutes in a 10 percent by volume solution of 13
percent bleach in distilled water. The water was
drained and the seed placed in a thin layer in plastic
containers. The plastic containers had lids with
holes drilled to allow air movement. The seed
containers were placed in a cooler set at approximately
34°F. Every few days the seed was mixed and, if
necessary, distilled water added to maintain moist seed.
In late February, seed of Lomatium grayi and
Lomatium triternatum had started sprouting.
Table 1. Forb species planted at the Malheur Experiment Station.
|
Species |
Common name |
|
Eriogonum umbellatum |
Sulfur buckwheat |
|
Penstemon acuminatus |
Sand penstemon |
|
Penstemon deustus |
Hotrock penstemon |
|
Penstemon speciosus |
Royal or Sagebrush penstemon |
|
Lomatium dissectum |
Fernleaf biscuitroot |
|
Lomatium triternatum |
Nine leaf desert parsley |
|
Lomatium grayi |
Gray's lomatium |
|
Sphaeralcea parvifolia |
Small flower globe mallow |
|
Sphaeralcea grossularifolia |
Gooseberry leafed globe mallow |
|
Sphaeralcea coccinea |
Red globe mallow |
|
Dalea searlsiae |
Seals' prairie clover |
|
Dalea ornata |
Western prairie clover |
|
Astragalus filipes |
Basalt milkvetch |
In late February, 2005, drip tape (T-Tape TSX 515-16-340) was buried at 12-inch depth between two rows (30 inch rows) of a Nyssa silt loam with a pH of 8.3 and 1.1 percent organic matter. The drip tape was buried on alternating inter-row spaces (5 ft apart). The flow rate for the drip tape was 0.34 gal/min/100 ft at 8 PSI with emitters spaced 16 inches apart, resulting in a water application rate of 0.066 inch/hour.
On March 3, seed of all species was planted in 30 inch rows using a custom made plot grain drill with disk openers. All seed was planted at 20-30 seeds per foot of row. The Eriogonum umbellatum and the Penstemon sp. were planted at 0.25 inch depth and the Lomatium sp. at 0.5 inch depth. The trial was irrigated with a minisprinkler system (R10 Turbo Rotator, Nelson Irrigation Corp., Walla Walla, WA) for even stand establishment from March 4 to April 29. Risers were spaced 25 ft apart along the flexible polyethylene hose laterals that were spaced 30 ft apart and the water application rate was 0.10 inch/hour. A total of 1.72 inches of water was applied with the minisprinkler system. Eriogonum umbellatum, Lomatium triternatum, and Lomatium grayi started emerging on March 29. All other species, except Lomatium dissectum, emerged by late April. Starting June 24, the field was irrigated using the drip system. A total of 3.73 inches of water was applied with the drip system from June 24 to July 7. Thereafter the field was not irrigated.
Plant stands for Eriogonum umbellatum, Penstemon sp., Lomatium triternatum, and Lomatium grayi Lomatium dissectum did not emerge. None of the species flowered in 2005. In early October, 2005, more seed was received from the Rocky Mountain Research Station for replanting. The Eriogonum umbellatum and Penstemon sp. plots had the blank lengths of row replanted by hand. The Lomatium sp. plots had the entire row lengths replanted using the planter. The seed was replanted on October 26, 2005. In the spring of 2006, plant stand of the replanted species was excellent, except for Penstemon deustus. were uneven.
Flowering,
harvesting, and seed cleaning in 2006.
Eriogonum umbellatum flowering started on May 19, peaked on
June 24, and ended on July 28. Penstemon
acuminatus flowering started on May 2, peaked on May 10, and
ended on May 19. Penstemon speciosus flowering
started on May 10 and peaked on May 19. Penstemon
deustus flowering started on May 10, and peaked on May
22.
The Eriogonum umbellatum and Penstemon sp. plots produced seed in 2006, probably because they had emerged in the spring of 2005. In these plots, only the lengths of row that had consistent stand and seed production were harvested. The plant stand for Penstemon deustus was too poor to result in reliable seed yield estimates. The middle two rows of each plot were harvested using a Wintersteiger Nurserymaster small plot combine. Penstemon acuminatus was harvested on July 7, P. speciosus was harvested on July 13, E. umbellatum was harvested on August 3, and P. deustus was harvested on August 4.
Eriogonum umbellatum seeds did not separate from the flowering structures in the combine. Eriogonum umbellatum unthreshed seed was taken to the U.S. Forest Service Lucky Peak Nursery and run through a dewinger to separate seed. The seed was further cleaned in a small clipper seed cleaner.
Penstemon deustus seed pods were too hard to be opened in the combine. Penstemon deustus unthreshed seed was pre cleaned in a small clipper seed cleaner and then seed pods were broken manually by rubbing the pods on a ribbed rubber mat. The seed was then cleaned again inthe small clipper seed cleaner.
Penstemon acuminatus
and Penstemon speciosus threshed in the combine and the seed
was further cleaned using a small clipper seed cleaner.
Expansion and
fertilization of the trials.
On April 11, 2006, seed of three globe mallow species
(Sphaeralcea parvifolia, S. grossularifolia, S. coccinea),
two prairie clover species(Dalea searlsiae, D. ornata), and
basalt milkvetch (Astragalus filipes) was planted at 30
seeds/ft of row. The field was sprinkler irrigated
until emergence. Emergence was poor. In
late August of 2006 seed of the three globe mallow species was
harvested by hand. On November 9, 2006 the six forbs
were flailed. On November 10, 2006 the six forbs were
replanted.
On October 27, 2006, 50 lb
P/acre and 2 lb Zn/acre were injected through the drip tape to all
plots of Eriogonum umbellatum, Penstemon sp., and
Lomatium sp. On November 11, 100 lb N/acre as
urea was broadcast to all Lomatium sp. plots.
On November 11, the Penstemon deustus plots were replanted
at 30 seeds/foot of row. On November 17, all plots of
Eriogonum umbellatum, Penstemon sp. (except P.
deustus), and Lomatium sp, had Prowl at 1 lb ai/acre
broadcast on the soil surface.
Irrigation for seed
production in 2006
In April, 2006, the field was divided into plots 30 ft long.
Each plot contained 4 rows of each of Eriogonum
umbellatum, P. acuminatus, P. speciosus, P. deustus, L. dissectum,
L. triternatum, and L. grayi. The experimental
design was a randomized complete block with 4 replicates.
The three irrigation treatments were: a non irrigated
check, one inch per irrigation for a total of 4.8 inches, and 2
inches per irrigation for a total of 8.7 inches. Four
irrigations were applied approximately every 2 weeks starting on
May 19. The amount of water applied to each plot was
measured by a water meter for each plot and recorded after each
irrigation (Table 3). At the first irrigation on May
19, Penstemon acuminatus had ended flowering, Penstemon
deustus and Penstemon speciosus were flowering, and
Eriogonum umbellatum was just starting flowering.
Soil volumetric water content
was measured by neutron probe. The neutron probe was
calibrated by taking soil samples and probe readings at 8-, 20-,
and 32- inch depths during installation of the access tubes.
The soil water content was determined volumetrically from
the soil samples and regressed against the neutron probe readings,
separately for each soil depth. The regression
equations were then used to transform the neutron probe readings
during the season into volumetric soil water content.
Irrigation for seed
production in 2007
In March of 2007, the drip irrigation system was modified to allow
separate irrigation of the species due to differing growth
habits. The three Lomatium sp. were irrigated
together and Penstemon deustus and P. speciosus were
irrigated together, but separately from the others. Penstemon
acuminatus and Eriogonum umbellatum were irrigated
individually. In early April, 2007, the three globe
mallow species, two prairie clover species, and basalt
milkvetch were divided into plots with a drip irrigation system to
allow the same irrigation treatments as the other forbs.
Soil volumetric water content was measured in 2007 as in
2006.
On April 5, irrigations for
the three Lomatium sp. were started. On April 19,
irrigations for Penstemon deustus and Penstemon
speciosus were started. On May 2, irrigations for
Penstemon acuminatus and Eriogonum umbellatum were
started. Irrigation treatments were the same as in
2006. The three globe mallow species, two
prairie clover species, and basalt milkvetch were irrigated
together according to the treatments starting on May 16.
Inadvertently, irrigation treatments were not stopped after
4 irrigations were applied, as in 2006. Irrigation
treatments for all species were continued until the last irrigation
on June 24.
Cultural practices,
harvest, and seed cleaning in 2007.
Penstemon acuminatus and Penstemon speciosus were
sprayed with Aza-Direct® at 0.0062 lb ai/acre on
May 14 and May 29 for lygus bug control.
Lomatium grayi seed was hand harvested on May 30 and June 29. Lomatium triternatum was hand harvested on June 29 and July 16. The seed was separated from the stalks by hand and cleaned with a small clipper seed cleaner. Since the seed harvest and cleaning varied by species, the details are reported in Table 2.
The three Sphaeralcea species were hand harvested on June 20, July 10, and August 13. The harvested seed pods were threshed in the small plot combine with an alfalfa seed concave. The two prairie clover species were hand harvested on June 20 and July 10.
Penstemon acuminatus was harvested on July 9 with the small plot combine with an alfalfa seed concave. The seed was further cleaned with a small clipper seed cleaner. Penstemon speciosus was hand harvested on July 23. Hand harvest for Penstemon speciosus was necessary due to poor seed set. Penstemon speciosus seed was separated by hand and cleaned with a small clipper seed cleaner.
Eriogonum umbellatum was harvested on July 31 using the small plot combine with a dry bean concave. The seed was threshed by hand and cleaned with a small clipper seed cleaner.
Table 2. Seed harvest and cleaning by species in 2007. Malheur
Experiment Station, Oregon State University, Ontario, OR.
|
Species |
Number of harvests |
Harvest method |
Pre cleaning |
Threshing method |
Cleaning method |
|
Eriogonum umbellatum |
1 |
combinea |
none |
dewingerd |
mechanical |
|
Penstemon acuminatus |
1 |
combineb |
none |
combine |
mechanical |
|
Penstemon deustus |
1 |
combinea |
mechanicalc |
hande |
mechanical |
|
Penstemon speciosusf |
1 |
combineb |
none |
combine |
mechanical |
|
Lomatium dissectum |
0 |
|
|
|
|
|
Lomatium triternatum |
2 |
hand |
hand |
none |
mechanical |
|
Lomatium grayi |
2 |
hand |
hand |
none |
mechanical |
|
Sphaeralcea parvifolia |
3 |
hand |
none |
combine |
none |
|
Sphaeralcea grossularifolia |
3 |
hand |
none |
combine |
none |
|
Sphaeralcea coccinea |
3 |
hand |
none |
combine |
none |
|
Dalea searlsiae |
2 |
hand |
none |
dewinger |
mechanical |
|
Dalea ornata |
2 |
hand |
none |
dewinger |
mechanical |
Results and Discussion
Precipitation in the fall of 2005 and spring of 2006 was higher
than normal at the Malheur Experiment Station (Fig. 1).
Precipitation from October 2005 through June 2006 was 15.9
inches. The 64-year average precipitation from
October through June is 9.1 inches. Precipitation
from March through June was 6.4 inches in 2006. The
64-year average precipitation from March through June is 3.6
inches. The wet weather could have attenuated the
effects of the irrigation treatments in 2006 (Shock et al.,
2007). Of the 7 species tested, only Eriogonum
umbellatum and Penstemon speciosus showed seed yield
responses to irrigation rate in 2006 (Table 4).
Precipitation from October 2006 through June 2007 was 6.2 inches, lower than the 64-year average. Precipitation from March through June was 2.0 inches in 2007. The total amount of water applied to the forbs was higher than planned in 2007 (Table 3). The biweekly irrigations were continued until June 24, instead of being terminated after four irrigations. The soil volumetric water content responded to the irrigation treatments (Fig. 2 to 6).
Emergence for the two prairie clover
(Dalea sp.) species in the spring of 2007 was again
poor. Emergence for Penstemon deustus and for
basalt milkvetch (Astragalus filipes) was extremely poor.
Astragalus filipes produced negligible amounts
of seed in 2007.
Flowering and seed set in
2007
Lomatium grayi started flowering in late March and ended in
mid May. Lomatium triternatum started
flowering in mid April and ended in early June.
Lomatium dissectum did not flower.
Penstemon acuminatus and P. deustus started
flowering in early May and ended in late June. P.
speciosus started flowering in early May and ended in late
June. Eriogonum umbellatum started flowering
in early May and ended in late July. The three
Sphaeralcea species (globe mallow) started flowering in
early May and continued flowering through September.
The two Dalea species (prairie clover) started flowering in
early May and ended in late June.
The three Sphaeralcea species (globe mallow) showed a long flowering period (early May through September). Multiple harvests were necessary because the seed falls out of the pods once the pods are mature.
Penstemon acuminatus and
Penstemon speciosus had poor seed set partly due to a heavy
lygus bug infestation that was not adequately controlled by the
applied insecticides. Poor seed set for P.
acuminatus and P. speciosus was also related to poor
vegetative growth in 2007 compared to 2006.
Seed
yields
In 2006, seed yield of Eriogonum umbellatum was highest with
the 2-inch irrigation rate (Table 4). In 2007, seed
yield of E. umbellatum with the 1-inch irrigation rate was
significantly higher than with the non-irrigated check.
Seed yield with the 2-inch rate was not significantly
higher than with the 1-inch rate.
Seed yields of Penstemon acuminatus and P. speciosus in 2007 were substantially lower than in 2006, possibly due to poor vegetative growth and lygus bug damage to flowering structures (Table 4). There was no significant difference in seed yield between irrigation treatments for P. acuminatus in 2006. In 2007, seed yield of P. acuminatus was highest with the 1 inch irrigation rate. Seed yields with either the 2 inch irrigation rate or the non-irrigated check were similar and substantially lower.
For P. speciosus in 2006 and 2007, seed yields were increased with the 1 inch irrigation rate compared to the non-irrigated check. Seed yields with the 2-inch irrigation rate were lower, but not significantly different than for the 1-inch rate.
There was no significant difference in seed yield between irrigation treatments for P. deustus in 2006 and 2007. For P. deustus, the replanting of the low stand areas in October of 2005 and the replanting of the whole area in October 2006 resulted in very poor emergence and in plots with very low and uneven stand.
Of the three
Lomatium species, L. grayi had the most vigorous
vegetative growth in 2007. Lomatium
grayi and Lomatium triternatum showed a trend for
increasing seed yield with increasing irrigation rate in
2007. The highest irrigation rate resulted in
significantly higher seed yield than the non-irrigated check.
The much greater Lomatium growth in 2007 shows
promise for higher seed yields in future years.
L. dissectum had the poorest vegetative
growth in 2006 and 2007 and did not flower in either year.
There was no significant difference in seed yield between irrigation treatments for the three Sphaeralcea species, with Sphaeralcea parvifolia having the highest seed yield. The Sphaeralcea species seed yields ranged from 279 to 1062 lb/acre in 2007 without irrigation.
There was no significant difference in seed yield between irrigation treatments for the two Dalea species, with Dalea ornata having the highest seed yield. Emergence for the two Dalea species was poor with plots having poor and uneven stand.
Summary and comparison of
2006 and 2007
Precipitation from March through June was 6.4 inches in 2006 and
2.0 inches in 2007. The 64-year average precipitation
from March through June is 3.6 inches.
For Eriogonum umbellatum, seed yield was maximized with the 2-inch irrigation rate in 2006 and with the 1- or 2-inch irrigation rate in 2007. For Penstemon acuminatus, seed yield was not responsive to irrigation in 2006 and was maximized with the 1-inch irrigation rate in 2007. For P. speciosus, seed yields were maximized with the 1-inch irrigation rate in 2006 and 2007. For P. deustus, seed yield was not responsive to irrigation in 2006 and 2007. None of the three Lomatium species flowered in 2006. Lomatium dissectum has been very slow to develop on the experimental site and has not flowered. Seed yield for Lomatium triternatum and L. grayi were maximized by the highest irrigation rate of 2-inches in 2007. The three Sphaeralcea species and the two Dalea species were not responsive to irrigation in 2007.
The poor emergence and
resulting poor stand cast doubt on the accuracy of the seed yield
response to irrigation for Penstemon deustus, the three
Sphaeralcea species, and the two Dalea species.
Conclusions
Subsurface drip irrigation (SDI) systems are being tested for native seed production because SDI has two potential strategic advantages; a). low water use, and b). the buried drip tape provides water to the plants at depth, out of reach of stimulating weed seed germination on the soil surface and away from the plant tissues that are not adapted to a wet environment.
Knowledge about native forb
seed production would help make commercial production of this seed
feasible. Irrigation methods are being developed at
the Oregon State University Malheur Experiment Station to help
assure reliable seed production with reasonably high seed
yields. Growers need to have economic return on their
seed plantings, but forbs may not produce seed every year.
Due to the arid environment, supplemental irrigation may be
required for successful flowering and seed set many years because
soil water reserves may be exhausted before seed formation.
The total irrigation water requirements for these arid land
species has been shown to be low, but varied by species.
Acknowledgments
![]() |
Figure 1. Monthly precipitation from October of the previous year through July for the last three years. Malheur Experiment Station, Oregon State University, Ontario, OR, 2007.
Table 3. Irrigation treatments and actual amounts of water applied to native forbs in 2006 and 2007. Precipitation from March through June was 6.4 inches in 2006 and 2.0 inches in 2007. The 64-year average is 3.6 inches. Malheur Experiment Station, Oregon State University, Ontario, OR.
|
|
|
Actual amount of water applied |
||||
|
Date |
Irrigation rates (inches per irrigation) |
Lomatium sp. |
Penstemon deustus, P. speciosus |
Penstemon acuminatus, Eriogonum umbellatum |
Sphaeralcea sp., Dalea sp. |
|
|
|
------------------------------ acre inches/acre ----------------------------- |
|||||
|
2006 |
||||||
|
19-May |
2 |
2.23 |
2.23 |
2.23 |
|
|
|
19-May |
1 |
1.31 |
1.31 |
1.31 |
|
|
|
2-Jun |
2 |
2.16 |
2.16 |
2.16 |
|
|
|
2-Jun |
1 |
1.23 |
1.23 |
1.23 |
|
|
|
20-Jun |
2 |
2.04 |
2.04 |
2.04 |
|
|
|
20-Jun |
1 |
1.23 |
1.23 |
1.23 |
|
|
|
30-Jun |
2 |
2.26 |
2.26 |
2.26 |
|
|
|
30-Jun |
1 |
1.12 |
1.12 |
1.12 |
|
|
|
total |
2 |
8.69 |
8.69 |
8.69 |
|
|
|
total |
1 |
4.89 |
4.89 |
4.89 |
|
|
|
2007 |
||||||
|
5-Apr |
2 |
2.00 |
|
|
|
|
|
5-Apr |
1 |
1.28 |
|
|
|
|
|
19-Apr |
2 |
2.78 |
2.78 |
|
|
|
|
19-Apr |
1 |
1.34 |
1.34 |
|
|
|
|
2-May |
2 |
2.70 |
2.70 |
2.70 |
|
|
|
2-May |
1 |
1.40 |
1.40 |
1.40 |
|
|
|
16-May |
2 |
2.62 |
2.62 |
2.62 |
2.62 |
|
|
16-May |
1 |
1.42 |
1.42 |
1.42 |
1.42 |
|
|
30-May |
2 |
2.49 |
2.49 |
2.49 |
2.49 |
|
|
30-May |
1 |
1.22 |
1.22 |
1.22 |
1.22 |
|
|
10-Jun |
2 |
2.46 |
2.46 |
2.46 |
2.46 |
|
|
10-Jun |
1 |
1.09 |
1.09 |
1.09 |
1.09 |
|
|
24-Jun |
2 |
2.59 |
2.59 |
2.59 |
2.59 |
|
|
24-Jun |
1 |
1.41 |
1.41 |
1.41 |
1.41 |
|
|
total |
2 |
17.6 |
15.6 |
12.9 |
10.2 |
|
|
total |
1 |
9.2 |
7.9 |
6.5 |
5.1 |
|
|
Species |
Planting date |
2006 |
|
2007 |
|||||||||
|
0 inch |
1 inch |
2 inch |
LSD(0.05) |
|
0 inch |
1 inch |
2 inch |
LSD (0.05) |
|||||
|
|
|
----------------------------------------------- lb/acre --------------------------------------- |
|||||||||||
|
Eriogonum umbellatum |
Mar 05, Oct 05a |
155.3 |
214.4 |
371.6 |
92.9 |
|
79.6 |
164.8 |
193.8 |
79.8 |
|||
|
Penstemon acuminatus |
Mar 05, Oct 05a |
538.4 |
611.1 |
544 |
NS |
|
19.3 |
50.1 |
19.1 |
25.5f |
|||
|
Penstemon deustus |
Mar 05, Oct 05b |
1246.4 |
1200.8 |
1068.6 |
NS |
|
120.3 |
187.7 |
148.3 |
NS |
|||
|
Penstemon speciosus |
Mar 05, Oct 05a |
163.5 |
346.2 |
213.6 |
134.3 |
|
2.5 |
9.3 |
5.3 |
4.7f |
|||
|
Lomatium dissectum |
October 05c |
---- no flowering ---- |
|
|
---- no flowering ---- |
|
|||||||
|
Lomatium triternatum |
October 05c |
---- no flowering ---- |
|
|
2.3 |
17.5 |
26.7 |
16.9f |
|||||
|
Lomatium grayi |
October 05c |
---- no flowering ---- |
|
|
36.1 |
88.3 |
131.9 |
77.7f |
|||||
|
Sphaeralcea parvifolia |
November 06d |
|
|
|
|
|
1062.6 |
850.7 |
957.9 |
NS |
|||
|
Sphaeralcea grossularifolia |
November 06d |
|
|
|
|
|
442.6 |
324.8 |
351.9 |
NS |
|||
|
Sphaeralcea coccinea |
November 06d |
|
|
|
|
|
279.8 |
262.1 |
310.3 |
NS |
|||
|
Dalea searlsiaee |
November 06d |
|
|
|
|
|
11.5 |
10.2 |
16.4 |
NS |
|||
|
Dalea ornatae |
November 06d |
|
|
|
|
|
47.4 |
27.3 |
55.6 |
NS |
|||
|
|
|
|
Figure 3. Soil volumetric water content for Penstemon acuminatus over time. Soil volumetric water content is the combined average at the 8-, 20-, and 32- inch depths. Malheur Experiment Station, Oregon State University, Ontario, OR, 2007.
|
|
Figure 4. Soil volumetric
water content for Penstemon speciosus over time.
Soil volumetric water content is the combined average at
the 8-, 20-, and 32- inch depths. P. speciosus
was harvested on July 23 (day 204). Malheur
Experiment Station, Oregon State University, Ontario, OR,
2007.
|
|
Figure 5. Soil volumetric
water content for Lomatium triternatum over time.
Soil volumetric water content is the combined average at
the 8-, 20-, and 32- inch depths. Lomatium triternatum was
harvested on June 29 (day 180) and July 16 (day 197).
Malheur Experiment Station, Oregon State University, Ontario, OR,
2007.
|
|
Malheur Agricultural Experiment
Station
| Malheur Experiment Station Web Site Purpose and Policy | OSU Home Page | OSU disclaimer |
Last updated Monday August 30, 2010 .