Applied Ecology and Environmental Sciences, 2013, Vol. 1, No. 6, 133-142
Available online at http://pubs.sciepub.com/aees/1/6/6
© Science and Education Publishing
DOI:10.12691/aees-1-6-6
Complex Regulation of Chenopodium album Seed
Germination
Lindsey M. Altenhofen, Jack Dekker*
Weed Biology Laboratory, Department of Agronomy, Iowa State University, Ames, Iowa, USA
*Corresponding author: jdekker@iastate.edu
Received December 28, 2012; Revised October 28, 2013; Accepted December 15, 2013
Abstract Chenopodium album is a common, widespread and troublesome weed in agricultural areas throughout
the north temperate regions of the world. A primary reason for this flexible adaptation relies on the complex
regulation of seed germination and recruitment. The control of seed germination bythe interaction of light,
temperature, after-ripening time, nitrate, and water level was investigated in a factorial experiment under controlled
environmental conditions. Stimulation of germination was evaluated in two populations of C. albumseeds collected
in 2007 and 2008 at a common Iowa, USA location.Germination of both populations was generally stimulated by
light, warm (15-25°C) and hot (25-35°C) temperatures, 0.01 M nitrate, 3 to 5 weeks of after-ripening (4°C, dark,
moist), and with the 2008 population, 1.0 and 1.25 ml of water. The interaction of these factors, particularly light,
warm temperatures and nitrate, stimulated higher germination than when applied individually. Germination was very
lowin cold (5-15°C) temperatures or darkness, regardless of other treatments applied. The goal of this experiment
was to lay a foundation with two local Iowa populations to guide further studies developing a seed germination assay
to determine variability of dormancy among individual seeds of and between populations. Insights about dormancy
variability in C. album gained from the current research included positive responses by both populations to light,
warm and hot temperatures, nitrate, and intermediate after-ripening times. However, the populations differed in their
response to water quantity and, for most conditions, the 2008 population achieved greater overall germination. The
overarching goal of this project is to build a condensed C. album seed germination assay to characterize individual
populations to predict seedling emergence patterns in agricultural soils in an effort to decrease interference with crop
productivity.
Keywords: seed dormancy, seed germination, seedling recruitment, seedling emergence, common lambsquarters
Cite This Article: Lindsey M. Altenhofen, and Jack Dekker, “Complex Regulation of Chenopodium album
Seed Germination.” Applied Ecology and Environmental Sciences 1, no. 6 (2013): 133-142. doi: 10.12691/aees-16-6.
1. Introduction
Chenopodium album (common lambsquarters) is a
widespread and troublesome weed in Iowa and
agricultural areas throughout the north temperate regions
of the world. A considerable number of studies have been
published characterizing the seed germination of C.
album.Seed germination and seedling emergence from the
soil seed pool is a critical threshold life history event
immediately preceding assembly in agricultural
communities and subsequent interference with crop
productivity.The effects of light, temperature, afterripening, nitrate and moisture level on the germination of
C. albumare reviewed herein.
1.1. Light
Light has been shown to increase germination of
Chenopodium album [1,7,14,18,19,22,27,34,35], particularly
in combination with nitrate [3,4,14,22,27,35]. A light and
nitrate interaction is also noticeable when studying the
seeds whose parent plants were exposed to nitrate [29].
However, a few studies such as Williams [37], have
reported no significant difference in germination rates
between seeds germinated in the light and in the dark.
Karssen [19] found that responsiveness to a single red
irradiation at 23°C following imbibition in darkness
increased germination with increasing pre-irradiation time
up to hour 16 (90% germination). In a second study by
Karssen [21], the ideal interval between imbibition and
irradiation was 24 hours at 23°C and 48 hours at 4°C.
Interestingly, imbibed seed exposed to light and
subsequently dried, retain light-induced changes [14].
1.1.1. Parent Plant Photoperiod
C. album response to photoperiod length has been
studied intensely at the level of the parent plant and in
seed germination tests. Parent plants exposed to long
photoperiods (16-17 hours) produce a higher percentage
of dormant seeds [18,35] as well as more seeds overall [35]
than plants exposed to 8 hour photoperiods. Parent plants
exposed to long photoperiods produce seeds which require
light to germinate and which are stimulated by red or
white light and inhibited by far red light. Seeds produced
under short days do not require light to germinate and are
unaffected by red or far red light. In a unique study,
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Wentland [35] found that it is the length of photoperiod
and not the intensity of light experienced by the parent
plant which determines the dormancy of seeds.
1.1.2. Seed Photoperiod
Seeds germinated under long photoperiods or
continuous light have lower germination rates compared
to seeds germinated under short photoperiods [7],
reportedly taking four times as long to reach 50%
germination [35]. This trendof decreasing germination
with increasing photoperiod has also been noted in
combination with nitrate [14], incandescent lighting [8]
and restricted water supply. Traditional photoperiods are
not necessary to produce high rates of germination.
Exposure to 15-16 minutes of lightonce (with nitrate [14])
or twice [3,4] can be sufficient to obtain high rates of
germination. As little as 15 seconds of light was sufficient
for older seed at 23°C in a study performed by Henson
[14]. Regardless of short or long day germination, seeds
germinate at higher percentages in the light when the
perianth has been removed [35].
The timing ofimbibition, light exposure and nitrate
application plays a large role in germination rates [19].
Henson [14] discovered that when 16 minute of light was
supplied 36 hours following imbibition, the interval
between nitrate application and light exposure determined
the germination percentage. The highest germination
(about 60%) occurred when nitrate was applied from the
start of imbibition (36 hour interval between nitrate and
light exposure). In the same study, seeds imbibed with
nitrate but not exposed to light only reached about 5%
germination. Furthermore, seeds imbibed in darkness for
extended amounts of time subsequently required more
light energy to stimulate germination [14].
1.1.3. Light x Temperature
There is a noted interaction between light and
temperature, with higher rates of germination typically
seen with alternatin gas opposed to constant temperatures
in the light [14,22,26]. Vincent and Roberts [34] found
that light, in combination with alternating temperatures,
has a more significant effect when the warmer temperature
is maintained for 16 hours rather than 8 hours. Henson
(1970) reported that alternating temperatures with a 20°C
difference increased germination to over 40% whereas a
variation of 10°C resulted in only about 5% germination.
1.1.4. Light x Temperature X Nitrate
Light, temperature and nitrate interact strongly
[14,22,27,34]; [with extended after-ripening time].
Henson [14] found that treatments with light plus nitrate
had twice the germination at 23°C than seen at either 10°C
or 30°C, and greater germination than any treatment of
light or nitrate applied separately at 10, 23, or 30°C.
1.2. Nitrate
Application of nitrate to agricultural soils and in the lab
have been shown to stimulate the germination of C. album
seeds
[3,4,11,14,22,27,28,29,34,37,38].
Endogenous
nitrate concentration in seed is directly related to the
parent plant’s exposure to exogenous nitrate [11,29] or
exogenous nitrate applied directly to seed [37].
Heteromorphic seed from the same parent plant has been
shown to contain different endogenous nitrate levels, with
brown seed having a higher average endogenous nitrate
concentration than black seed [37,39]. Nitrate application to
the parent plant also increases seed production but it does
not alter the ratio of brown to black seed produced [37].
Exposure of seeds to exogenous nitrate can result in
significantly higher germination within 4 days of
application compared to germination with nonsupplemented seed [28]. The parent plant's history of
exposure to nitrate can affect how seeds are subsequently
stimulated to germinate. Application of exogenous nitrate
to seeds from nitrogen-deficient parent plants resulted in
lower germination rates compared to seeds produced by
nitrogen-rich parent plants [11]. The interaction between
light, nitrate and age of seed may also be significant. In a
study by Henson [14], nearly all young seed required a
combination of light plus nitrate to germinate, whereas
30% of older seed was able to germinate with neither light
nor nitrate.
Light and nitrate have a stimulatory effect on C.
albumseed germination but nitrate alone can be
stimulatory. Saini, Bassi and Spencer [28] reported higher
rates of germination in the dark when seeds were exposed
to nitrate. Bouwmeester and Karssen [3,4] found the same
trend, although slight, which became more pronounced in
combination with desiccation of seeds.
1.2.1. Nitrate x Temperature
Higher germination rates have been reported in the dark
with nitrate atalternating temperature regimesas opposed
to with nitrate at constant temperatures [30,34].
1.2.2. Nitrate x After-ripening Time
Moravcova and Dostalek [22] showed increased
germination when nitrate was supplied to seed in
combination with pre-chilling (after-ripening) treatments.
Similarly, Williams [37,39] found that increased
endogenous nitrate levels coincide with longer pre-chilling
periods.
Response to nitrate and pre-chilling treatments may be
specific to seed morphs. Williams and Harper [38]
reported that brown-reticulate and brown-smooth seed
have >90% germination without after-ripening (at 5°C) or
nitrate application while black-reticulate seed show no
increase in germination from after-ripening, but do
increase germination from 63 to 90% with the addition of
nitrate. Black-smooth seed increase germination from 32
to 61% with after-ripening alone, and increase
germination from 32 to 94-95% with nitrate (with or
without after-ripening). These findings indicate that afterripening can partially substitute for lack of nitrate,
particularly in black-smooth seed.
1.2.3. Nitrate Concentration
Potassium nitrate is commonly used as the source of
nitrate for C. album experiments in the lab, varying in
concentration from 0.0001 to .309 M [14,28]. Highly
stimulatory KNO3 concentrations have been reported as
0.1 M [14,28] 0.01 M, 0.001 M [38], and .0001 M [39].
For example, a 0.1 M KNO3 solution increased
germination of C. album seeds from 32.5% (distilled
water) to 89.3% [38]. High concentrations of nitrate such
as 0.309 M were not found to be stimulatory [14].
Applied Ecology and Environmental Sciences
1.3. After-Ripening
After-ripening (AR) is generally defined as any
conditioning a seed undergoes post-abscission and is often
synonymous with pre-chilling or storage at low
temperatures in moist conditions in the dark. AR has been
shown to stimulate germination in C. album, particularly
in combination with light and nitrate [22,27,34,37,38,39].
However, AR has little effect when seeds are subsequently
germinated in the dark with no nitrate at constant
temperatures [22]. Williams and Harper [38] concluded
that AR temperatures of -5, 0, and +5°C were equally
effective on both wet and dry seed.
With 3 weeks of exposure to 5°C temperatures,
Williams and Harper [38] demonstrated that seeds can
increase germination percentage from about 30 (no afterripening) to 65%. Roberts and Benjamin [27] reported that
seeds exposed to constant 30°C conditions in the light
reached maximum germination of around 25% when afterripened for 4 days at 4°C. Comparatively, seeds not afterripened and kept at a constant 30°C in the light had 0%
germination.
Williams [37] reported that after-ripening for 3 to 4
weeks is required, in combination with other stimulatory
treatments, to maximize germination. Roberts and
Benjamin [27], however, reported the "best chilling
treatment" to be 4 days at 4°C, in the dark, without nitrate.
Extended AR may result in reduced germination and
possibly induction of secondary dormancy [27] although
Williams [39] found that seeds tested after 12 or 52 weeks
of after-ripening showed the same germination percentage
as after 4 weeks of after-ripening. Roberts and Benjamin
[27] found that after-ripening in the dark results in the
ability to better respond to light and nitrate interaction
than after-ripening in the light.
1.4. Moisture Level
In the majority of published C. album studies, response
to moisture level has not been investigated and thus was
not quantified or reported. Typically, studies have been
carried out on filter paper in petri dishes which are
rewetted as needed throughout the experiment. Dry seeds
are considered to be insensitive to stimulation by light,
although imbibed seeds exposed to light and subsequently
dried, retain light-induced changes [14]. A combination of
continuous light and restricted water (0.5 ml compared to
1.0 ml) inhibited germination as reported by Cumming [7]
in both incandescent and (less so) fluorescent lighting.
Bouwmeester and Karssen [3] reported slightly higher
rates of germination from seeds which were desiccated
following burial in soil and prior to germination
treatments in the light and dark, with nitrate. Chu, Sweet
and Ozbun [5] reported that seeds soaked in running tap
water germinated at a higher percentage than unsoaked
seed. However, Wentland [35] found that washing seed
for up to 96 hours had no effect on germination at 8 or 17
hour photoperiods.
1.5. Temperature
Constant and alternating temperature regimes interact
with light and nitrate in complex patterns. Optimal
constant temperature for germination of C. album in the
light is typically considered to be between 15 and 25°C
135
[1,8,13,14,18,39]. Alternating temperatures in the light
have been reported optimal at 20-30°C [7] or 10-30°C [14]
and with greater than 25% germination at 15-25, 15-30,
and 20-35°C following 4 weeks of burial [2]. Optimal
constant temperature in the dark has been reported at 20°C
and alternating 10-20°C [7]. Typically, there is no
germination below 4-6°C [13,18,36] and limited
germination above 30°C [18]. However, Williams and
Harper [38] reported that brown seed is capable of
germination at 0°C with water. Henson [14] hypothesized
that high temperatures may induce thermo-dormancy, in
effect reducing seed response to favorable temperatures.
1.5.1. Constant and Alternating Temperatures
Seeds exposed to light without nitrate and to nitrate
without light saw high germination rates at alternating
temperatures of 10-30°C (20°C difference) but not when
exposed to alternating temperatures of 15-25°C (10°C
difference) [14]. The highest germination reported by
Moravcova and Dostalek [22] involved a combination of
light, nitrate, alternating temperatures, and after-ripening.
Even with no after-ripening, alternating temperatures (1030°C) produced a larger germination response with light,
nitrateor light plus nitrate treatments compared to the
same treatments under constant 25°C. A similar positive
interaction occurred among light, nitrate, alternating
temperatures and AR as reported by Vincent and Roberts
[34].
1.6. Seed Heteroblasty and Phytochrome
Seed heteroblasty is the variable dormancygerminability capacity among individual seeds shed by a
single parent plant at abscission. Heteroblasty is induced
in the seed at the time of embryogenesis by the parent
plant and is retained for the life of the seed. This original
dormancy-germinability state changes with life history
and annual cycling in the soil seed pool. The underlying
mechanisms controlling this dynamic state in seeds may
be due to the presence of multiple-interacting
phytochromes modulating seed behaviors. Further
analysis of the phytochrome system is outside the scope of
this paper but has been published in several papers
[16,17,23,24,25,31,32,33].
From this literature review, several deficits are evident
in our understanding of Chenopodium album germination.
For example, the history of seed prior to experimentation
may have an effect on the germinability of seed, but this
information is often incomplete or missing in published
research. A complete seed history should include the
following: a) the date of harvest, b) the ecological
description of the population habitat, c) seed harvest and
storage preparation description, d) storage conditionand e)
duration of storage pre-experiment. Of these necessary
pieces of information, only 4% of the 24 common
lambsquarters germination studies reviewed herein
included all five details, 29% included four, 25% included
three, 25% included two, and 17% included only one or no
details of the seed history. This lack of seed history
information seriously compromises the repeatability,
comparability and interpretation of these published studies.
Another gap in our understanding of C. album
germination comes from the limited number of
parameters(e.g. light, temperature, after-ripening, nitrate,
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and water) which have been examined within any one
study. Of the 24 studies focused on C. album germination
reviewed here, only 12% included five or more parameters,
21% included four, 29% included three, and 38% included
only one or two. Additionally, only 4 of the studies
compared multiple populations of common lambsquarters.
With these limitations in our understanding of the
dynamic nature of Chenopodium album seed germination,
we designed a study to determine the combined effects of
light, temperature, after-ripening time, nitrate and water
level and their interactions. We studied two Iowa
populations of C. album derived from a common farm in
central Iowa and thoroughly detailed the seed history of
each population.
2. Methods and Materials
2.1. Seeds
Seeds of two populations of Chenopodium album were
used to determine the effects of light, temperature, nitrate
(KNO3), moisture level and after-ripening time (AR; 4°C,
dark, moist) on germination. A factorial treatment design
was tested on two populations from a common location
collected in consecutive years: 2007 (Dekker germplasm
collection lot #3991, Weed Biology Laboratory, Iowa
State University) and 2008 (Dekker germplasm collection
lot #3995, Weed Biology Laboratory, Iowa State
University). The 2007 seed was harvested in the fall on
October 5, 2007 from a maize field on Curtiss Farm, ISU
Experimental Station, Ames, Iowa, USA. The 2008 seed
was harvested in the fall on October 11, 2008 in a soybean
field also located on Curtiss Farm. Seeds from both years
were harvested within 245 yards of 42°0'15.37"N,
93°40'4.58"W.
Immediately after harvest, 2007 and 2008 seed was
passively air-dried on screens for 9 and 7 days,
respectfully. The perianthand pericarp (see Seed
Heteromorphy, below) remained intact on the majority of
seed as collected in the field. At no point was the perianth
or pericarp forcefully removed. The dried seeds were then
placed in 250 to 500 ml translucent HDPE Nalgene
containers with screw-tight lids (Fisher Scientific,
Pittsburgh, Pennsylvania, USA).The 2007 population was
immediately placed into storage at constant temperatures
of -20, 4 or 20°C with very low to no light. The 2008
population was stored at a constant 20°C for 132 days
prior to storage at 4°C (see Table 1). Seeds were taken
from these conditions immediately prior to use in each of
the experiments.
The effects of seed storage temperature and duration
were accounted for as random effects in the ANOVA
performed. However, a closer look at the individual
replications for the 2007 population reveals possible
germination effects due to storage temperature with seed
stored at 20°C having higher germination rates than those
4°C which in turn had higher rates than those stored at 20°C. Because this storage condition effect was accounted
for when constructing the ANOVA and therefore did not
largely affect the results, storage condition will not be a
primary discussion point in this paper. Differences in the
duration of storage for the 2007 and 2008 populations of
six and twelve weeks respectively did not have any
noticeable effect on germination rates.
Table 1. Seed storage information
Storage Conditionc
Population/
Year Collected
Replication
Temperature
Time Stored (days)
1
20°C
502
2
4°C
516
2007a
3
-20°C
522
4
-20°C
530
5
-20°C
543
1
4°C
7
2
4°C
18
3
4°C
21
4
4°C
35
5
4°C
46
2008ab
6
4°C
55
7
4°C
62
8
4°C
69
9
4°C
83
10
4°C
88
a
Harvested from Curtiss Farm, ISU Experimental Station, Ames, Iowa,
USA.
b
Following harvest and drying, 2008 seeds were stored at 20°C for 132
days prior to storage at 4°C.
c
All seeds stored dry, in translucent HDPE Nalgene containers.
2.2. Seed Heteromorphy
Chenopodium album germinates spring through late
summer with peaks of germination in April and August
[37]. Flowers are arranged in glomerules, forming spikes
at a terminal panicle [12]. Seeds appear to be disk-shaped
with two convex sides. Detailed seed morphology and
classification is not agreed upon in published literature,
but similarities are evident among descriptions as
illustrated herein.
As described by Delorit [10], seeds of C. album are
black, with a glossy surface and enclosed in a semitranslucent granular pericarp. The five-parted perianth
may also be attached to the seed, but is often detached
during collection and subsequent handling. The seeds of C.
album have been described by Williams and Harper [38]
as having four distinct forms at maturity: brown-reticulate,
brown-smooth, black-reticulate and black-smooth.
Additionally, all of these seed types may be present on the
same plant. Chu, Sweet and Ozbun [5] described seed as
having four color morphs: brown, deep brown, brownblack and black but they did not distinguish between
smooth or reticulate. Wentland [35] described the
variation in color as yellow, orange, and dark red being
characteristic of immature seed, whereas mature seeds are
dark in color. A few studies considered here [14,22] stated
that they used only black seed while most studies did not
specify seed morphology.
The study reported herein used only seed which
appeared to be brown to dark brown in color, with
pericarp intact or nearly complete, as this was the state of
seed when collected. A perianth was present on roughly
half of seeds used, in an open or closed formation, as
collected in the field. Immature, yellow, orange or red
seeds were omitted from experiments.
2.3. Germination
Germination was evaluated in 30 ml gas-tight vials,
with 20 mm outside diameter mouths (Wheaton Science
Products, Millville, New Jersey, USA) (as described in
Dekker and Hargrove [9]). Two disks of Anchor Blue
germination blotter paper (Anchor Paper Co., St. Paul,
Minnesota, USA), 32 mm in diameter, were placed in, and
Applied Ecology and Environmental Sciences
completely covered, the bottom of the vials. Following
insertion of blotter paper, 0.75, 1.00, or 1.25 ml of
distilled, de-ionized water (or KNO3 solution, as described
below) was added to the vials along with ten dry, mature
C. album seeds which had been sorted under a dissecting
microscope to ensure quality. After placing water
solutions and seeds in the vials, they were immediately
sealed with neoprene stoppers and crimped (Wheaton
hand crimper, model 22430; Wheaton Science Products,
Millville, New Jersey, USA) around the vial neck with an
aluminum ring to ensure a gas- and watertight seal. All
vials were then grouped and wrapped in two layers of
aluminum foil (except light treatments with no afterripening period). Seed to be germinated in the dark
remained in foil for the entirety of the experiment. After
preparation, vials were placed in either after-ripening (AR 1
to 10 weeks) or germination (AR 0 weeks) assay conditions.
Vials remained sealed throughout after-ripening and the
germination experiment. Each replication of 396 vials was
set up individually within the span of 11 hours, starting
from the time seeds were removed from storage and
ending when sealed vials were moved into controlled AR
or germination cabinets. All vials were prepared under
normal laboratory lighting at room temperature.
2.4. After-Ripening
Seeds of the 2007 and 2008 populations were exposed
toafter-ripening (AR) conditions at constant 4°C in the
dark, while moist, for 0 to 10 weeks. Darkness was
achieved by wrapping vials in two layers of aluminum foil.
2.5. Germination Assay
The sealed vials with germination paper, water (or
KNO3), and seed were placed in one of three Hoffman
(model SG-30, Hoffman Manufacturing, Albany, Oregon,
USA) controlled environment seed germination cabinets
for seven days, after which germination data was collected.
Each of the three chambers alternated in twelve hour shifts
between a low and high temperature: 5-15°C (cold), 1525°C (warm) and 25-35°C (hot) with all temperatures
accurate to ± 1°C. In each of these chambers a dark (24 h
dark:0 h light; provided by a double layer of aluminum
foil around the vials) or light (24 h light:0 h dark) regime
was maintained for the duration of the study. The
fluorescent lighting source was six fluorescent tubes
(average 21.61 μmol s-1 m-2, minimum 4.02 μmol s-1 m-2,
maximum 49.90 μmol s-1 m-2). Brand of tube and
assignment to cabinets was not controlled. After seven
days in the germination cabinets, the number of seeds
germinated was determined for each vial. Germination
was evidenced by radicle protrusion outside the seed hull.
2.6. Nitrate
Preliminary nitrate assays showed C. album to have the
highest germination at 0.01 M KNO3 compared to 0.0001,
0.001, 0.1, or 0.25 M KNO3 with no germination
occurring at or above 0.5 M KNO3. As such, two levels of
nitrate (0, 0.01 M) were used in the studies reported herein.
2.7. Moisture
Preliminary assays showed water levels above 0.5 ml
and below 2.0 ml stimulated germination. Levels above
137
2.0 ml showed a declining germination trend as water
levels increased up through 4 ml. As such, three levels of
distilled water (0.75, 1.00, 1.25 ml) were used in this
study.
2.8. Experimental Design and Analysis
This study used a factorial arrangement to test all
possible combinations of factors. The study included two
trials: the 2007 population with five replications(a
replication being 396 vials representing one of each
treatment combinations) and the 2008 population with ten
replications (Table 1 a).The factorial arrangement of
treatments consisted of two light levels (24 hour light, 24
hour dark), three temperature levels (5-15, 15-25, 25-35°C;
alternating at 12 hour intervals), eleven after-ripening
levels (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 weeks at 4°C, dark,
moist), two KNO3 levels (0, 0.01 M), and three water
levels (0.75, 1.0, 1.25 ml). Results were recorded for each
vial as the number of seeds germinated out of 10 seeds.
An ANOVA was used to test the main effects and all
interactions among the five treatments for the number of
seeds germinated for the 2007 and 2008 populations
individually. The tests indicated which interactions were
significant. The highest order interactions for each
treatment were used to further assess treatment effects
since higher order interactions indicate that main effects
and lower order interactions for those terms do not fully
describe the relationships. Thus, means and standard
errors using the ANOVA mean square error were
calculated for these higher order interactions. The
significant ANOVA interactions reported herein included
those for 2007 (light x temperature x after-ripening time,
light x nitrate x after-ripening time and light x temperature
x nitrate) and 2008 (light x temperature x nitrate x water
and light x temperature x nitrate x after-ripening time)
populations. In addition, all pairwise treatment differences
were tested using the Tukey-Kramer method which
controls the Type I error rate (probability of declaring a
difference significant when in fact it is not) at alpha = .05
for the entire family of comparisons (i.e., all means
comparisons for a given interaction). All analytical
procedures were performed using SAS (SAS Institute Inc,
Cary, North Carolina, USA).
3. Results
3.1. 2007 Population
For the 2007 population, light, temperature, nitrate and
after-ripening were significant factors. Water was not
found to be a significant factor. The parameters were
examined as three-way interactions: light by temperature
by after-ripening, light by nitrate by after-ripening and
light by temperature by nitrate. The mean square error for
the 2007 population was 0.82.
3.1.1. Light x Temperature x After-ripening Time
Light stimulated the 2007 C. album population
germination but its effects varied with temperature (temp)
and after-ripening duration (4°C, dark, moist; timeAR)
prior to germination when averaged over water and nitrate
levels Figure 1. All germination percent means have a
standard error of 17%.
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Dark. Germination in the dark varied from 0 to 1%
(tempcold), 0 to 2% (tempwarm) orremained at 0% (temphot)
and was similar at all timeAR at these temperatures Figure
1.
Light: among temperatures within after-ripening
time. Light-stimulated germination at 15-25°C (tempwarm)
and 25-35°C (temphot) were similar at all timeAR Figure 1.
Light-stimulated germination at tempwarm was greater at 18 weeks and similar at 0 and 9-10 weeks timeAR relative to
that at 5-15°C (tempcold). Light-stimulated germination at
temphot was greater at 0-5 and 7 weeks and similar at 6 and
8-10 weeks timeAR relative to that at tempcold.
Light: within temperatures among after-ripening
times. Light-stimulated germination at tempcold varied
from 0 to 1% and was similar at all timeAR Figure 1.
Maximum light-stimulated germination (22-24%)
occurred at tempwarm after 3-5 weeks timeAR. Lightstimulated germination at tempwarm increased with 0-3
weeks timeAR, then decreased with 3-10 weeks timeAR and
was never less than 4%. Light-stimulated germination at
temphot was greater at 3 weeks compared to 6 and 8-10
weeks timeAR and was never less than 5%.
timeAR relative to that in only water within each of those
timeAR Figure 2.
Light: within nitrate levels among after-ripening
times. Light-stimulated germination in only water varied
from 2 to 7% and was similar at all timeAR Figure 2.
Maximum light-stimulated germination (18-22%)
occurred with 0.01 M nitrate after 3-5 weeks timeAR.
Light-stimulated germination with 0.01 M nitrate
increased with 0-3 weeks timeAR, then decreased with 310 weeks timeAR and was never less than 4%.
Figure 2. The effects of light, nitrate and after-ripening time averaged
over temperature and water levels on 2007 Chenopodium album
population seed germination (%). Top figure: germination percent means
for 0.01 M nitrate with (*) were significantly different from water only at
that after-ripening time at the p = 0.05% level. Bottom table: germination
percent means with the same letter were not significantly different at the
p = 0.05% level
3.1.3. Light x Temperature x Nitrate
Figure 1. The effects of light, temperature and after-ripening time (4°C,
dark, moist; timeAR) averaged over water and nitrate levels on 2007
Chenopodium album population seed germination (%). Top figure:
germination percent means for warm or hot with (*) were significantly
different from cold at that after-ripening time at the p = 0.05% level.
Warm and hot were similar at all after-ripening times. Bottom table:
germination percent means with the same letter were not significantly
different at the p = 0.05% level
3.1.2. Light x Nitrate x After-ripening Time
Light stimulated the 2007 C. album population
germination but its effects depended on the presence of
nitrate in the water solution and after-ripening duration
prior to germination when averaged over temperature and
moisture levels Figure 2. All germination percent means
have a standard error of 14%.
Dark. Germination in the dark was very low and
remained at 0% (water only) or varied from 0 to 1% (0.01
M nitrate) and was similar at all timeAR Figure 2.
Light: among nitrate levels within after-ripening
time. Light-stimulated germination with 0.01 M nitrate
was greater at 1-8 weeks and similar at 0 and 9-10 weeks
Light stimulated the 2007 C. album population
germination but its effects vary with temperature and the
presence of nitrate in the water solution when averaged
over water quantity and after-ripening duration Figure 3.
All germination percent means have a standard error of
7.1%.
Dark. Germination in the dark was very low and
remained at 0% (water only) or varied from 0.1 to 0.7%
(0.01 M nitrate) and was similar at all temperatures Figure
3. In the dark, no germination occurred in only water at
tempwarm or temphot.
Light: among nitrate levels within temperature.
Light-stimulated germination with 0.01 M nitrate was
greater at tempwarm and temphot and similar at tempcold
relative to that in only water within each of these
temperatures Figure 3.
Light: within nitrate levels among temperatures.
Light-stimulated germination in only water varied from
0.1 to 6.1% and was similar at tempwarm and temphot, both
of which were greater than that at tempcold Figure 3.
Maximum light-stimulated germination (21.1%) occurred
with 0.01 M nitrate at tempwarm. Light-stimulated
germination with 0.01 M nitrate at tempwarm was greater
than that at both tempcold and temphot, while that at temphot
was greater than at tempcold.
Applied Ecology and Environmental Sciences
Figure 3. The effects of light, temperature and nitrate averaged over
water levels and after-ripening times on 2007 Chenopodium album
population seed germination (%). Top figure: germination percent means
for 0.01 M nitrate with (*) were significantly different from only water at
that temperature at the p = 0.05% level. Bottom table: germination
percent means with the same letter were not significantly different at the
p = 0.05% level
3.2. 2008 Population
For the 2008 population, light, temperature, nitrate,
after-ripening and water were significant. These
parameters were examined as four-way interactions: light
by temperature by nitrate by water and light by
temperature by nitrate by after-ripening. The mean square
error for the 2008 population was 0.62.
3.2.1. Light x Temperature x Nitrate x Water
Light stimulated the 2008 C. album population
germination but its effects varied with temperature, nitrate
and water quantity when averaged over after-ripening
139
duration Figure 4. All germination percent means have a
standard error of 14%.
Dark. Germination in the dark was very low and varied
from 0 to 1% and was similar at all temperatures, nitrate
and water quantities Figure 4.
Light: among water and nitrate levels within a
temperature.
Light-stimulated
germination
at
tempcoldremained at 0% and was similar with and without
the presence of nitrate at all water quantities Figure 4.
Within both tempwarm and temphot, light-stimulated
germination in the presence of nitrate was similar with the
highest water quantities (1.25, 1.00 ml) and both were
greater than that at 0.75 ml water. In the absence of nitrate,
light-stimulated germination within tempwarm and temphot
were similar at all water quantities. Within both tempwarm
and temphot, light-stimulated germination in the presence
of 0.01 M nitrate was greater than that in only water at all
water quantities.
Light: within water and nitrate levels among
temperatures. In the presence of nitrate and light,
germination at tempwarm was greater than that at both
tempcold and temphot, while that at temphot was greater than
that at tempcold Figure 4. In the absence of nitrate, lightstimulated germination at tempwarm was greater than that at
both tempcold and temphot for all water quantities. Lightstimulated germination in the absence of nitrate was
similar at tempcold and temphot for all water levels.
3.2.2. Light x Temperature x Nitrate x After-ripening
Time
Light stimulated the 2008 C. album population
germination but its effects varied with temperature,
presence of nitrate and duration of after-ripening time
when averaged over water quantity Figure 5. All
germination percent means have a standard error of 7.5%.
Dark. Germination in the dark was very low and varied
from 0 to 1.3% and was similar at all temperatures, nitrate
levels and after-ripening durations Figure 5.
Figure 4. The effects of light, temperature, nitrate and water averaged over after-ripening times on 2008 Chenopodium album population seed
germination (%). Top figure: germination percent means with (*) or (+) were significantly different from all other means at that temperature, those with
the same symbol were not significantly different from one another, both criteria at the p = 0.05% level. Bottom table: germination percent means with
the same letter were not significantly different at the p = 0.05% level
140
Applied Ecology and Environmental Sciences
Light: among temperature and nitrate levels within
after-ripening time. Light-stimulated germination at
tempwarm with 0.01 M nitrate was greater than that at all
other conditions when compared at each timeAR from 1-9
weeks, with maximum germination (50.7%) at week 5
Figure 5. In the light, germination at tempwarm with 0.01 M
nitrate was greater than that at tempcold (with or without
nitrate) at timeAR 10 weeks. Light-stimulated germination
at temphot with 0.01 M nitrate was greater than that at
tempcold with nitrate and all other temperatures with only
water when compared at timeAR 4 weeks. Light-stimulated
germination at temphot with 0.01 M nitrate and tempwarm
with water only was greater than that at tempcold with
nitrate and all other temperatures with only water when
compared at each timeAR 2-7 and 2-8 weeks, respectively.
In the light, germination at temphot with 0.01 M nitrate was
greater than that at tempcold (with and without nitrate)
when compared at timeAR 8 weeks.
Light: within temperature and nitrate levels among
after-ripening times. Light-stimulated germination at
tempcold and temphot with only water and tempcold with 0.01
M nitrate varied from 0 to 3.7% and were similar at all
timeAR Figure 5. Light-stimulated germination at tempwarm
(with and without 0.01 M nitrate) and at temphot with 0.01
M nitrate increased initially, forming a plateau of higher
germination before decreasing within the 0-10 weeks
timeAR, although the period of higher germination varied
with temperature and nitrate condition. The period of
light-stimulated higher germination occurred at timeAR 2-8
weeks for tempwarm with 0.01 M nitrate, 3-4 weeks for
tempwarm with only water, and 2-6 weeks for temphot with
0.01 M nitrate.
Figure 5. The effects of light, temperature, nitrate and after-ripening time averaged over water quantities on 2008 Chenopodium album population seed
germination (%). Top figure: germination percent means were significantly different from all other means (*); those with (+) were significantly different
from cold and hot with only water and cold with nitrate; and those with (^) were significantly different from cold with and without nitrate; all criteria
within an after-ripening time at the p = 0.05% level. Bottom table: germination percent means with the same letter were not significantly different at the
p = 0.05% level
4. Discussion
This study agreed with many previously published
papers on the germination patterns of Chenopodium album.
Germination in the light exceeded that in the dark which
supported the findings of Baskin and Baskin [1],
Cumming [7], Henson [14], Jursik et al. [18], Karssen [19],
Moravcova and Dostalek [22], Vincent and Roberts [34],
Roberts and Benjamin [27] and Wentland [35]. There was
an especially favorable response to light and nitrate
applied in combination which had previously been
documented by Bouwmeester and Karssen [3,4], Henson
[14], Moravcova and Dostalek [22], Roberts and
Benjamin [27] and Wentland [35]. In the absence of light,
germination was not different from zero regardless of
nitrate application.These resultsdid not agree with the
findings of Saini, Bassi and Spencer [28] whom reported
higher rates of germination in the dark when seeds were
exposed to nitrate. Here, in light with no nitrate,
germination occurred at moderate rates and the addition of
nitrate stimulated germination further. This illustrated that
the combination of light plus nitrate is more effective than
either treatment applied individually.
C. album seeds after-ripened in the dark at cool
temperatures and in moist conditions have been reported
to germinate at a higher rate, particularly when afterripening is followed by germination in the light with the
Applied Ecology and Environmental Sciences
application of nitrate [22,27,34,37,38,39]. These reports
were supported by the results of this experiment, where
after-ripening at 4°C in the dark in moist conditions for
approximately 3-5 weeks in the light with nitrate (and at
warm temperatures) was the most stimulatory of all
conditions investigated. Roberts and Benjamin [27]
postulated that extended after-ripening times may result in
reduced germination or induction of secondary dormancy.
This hypothesis may explain the decrease in germination
rates seen after 7, 8, 9 and 10 weeks of after-ripening in
the light with nitrate and/or warm to hot temperatures
Figure 1, Figure 2 and Figure 5. However, Williams [39]
found that C. album seeds after-ripened for both 12 and 52
weeks had similar germination to those after-ripened for 4
weeks, essentially demonstrating no decrease in
germination due to extended after-ripening. Future C.
albumgermination studies looking at the effects of
extended after-ripening times at one-week intervals would
provide further insight into this matter.
The effects of moisture on C. album germination have
not been widely examined in previous reports. Based on
preliminary studies and those found herein, there seems to
be an optimum range of moisture levels which stimulate
germination. Having examined levels ranging from 0.5 to
4.0 ml, the optimum water level appears to be
approximately 1.25 to 2.0 ml for the vial system used in
these experiments (see methods and materials for more
information on the vial system).
It was apparent in this study that cold temperatures (515°C, alternating in 12 hour cycles) inhibit germination
regardless of light, nitrate and after-ripening (all of which
factors would otherwise be providing stimulatory
germination effects). Warm (15-25°C) and hot (35-35°C)
temperatures were effective at promoting germination in
the light, especially with the addition of nitrate and 3-5
weeks of after-ripening. This positive interaction among
light, nitrate, alternating temperatures and after-ripening
was also reported by Vincent and Roberts [34]. The
optimal (constant) temperature range for germination of C.
album is reportedly between 15 and 25°C which agreed
with this study which found higher germination rates with
alternating temperatures 15-25°C relative to 5-15°C and
25-35°C.
4.1. Comparative Germination Responses
between the 2007 and 2008 Populations
4.1.1. Population Similarities
Cold temperatures and darkness always resulted in very
low germination in both the 2007 and 2008 C. album
populations, regardless of nitrate level, water quantity or
after-ripening duration. At warm and hot temperatures in
the light, addition of 0.01 M nitrate increased germination
for both populations. Germination in the light at warm and
hot temperatures generally increased with after-ripening
time for both populations, followed by a plateau of
stimulated germination and then a decrease to levels
similar to those seen with 0 weeks of after-ripening.
Maximum germination occurred when light, warm
temperatures, 0.01 M nitrate and/or an intermediate
duration of after-ripening was experienced. These seemed
to be the optimal germination conditions of the factors
141
studied herein and were particularly stimulatory when
used in combination.
4.1.2. Population Differences
Differences between the 2007 and 2008 C. album
populations were observed and many provide the
hypothetical basis for future research investigating seed
heteroblasty and variability in germinability among seeds
of a population. These differences include both
endogenous biological differences and differences in
germination arising from statistical modeling.
Biological differences. Analysis of the 2007 population
showed no response to the three water quantities examined
while the 2008 population responded with higher
germination at 1.0 and 1.25 ml water relative to 0.75 ml.
Also, maximum germination rates for most conditions
were higher in the 2008 population compared to the 2007
population. Differences between the 2007 and 2008 C.
album populations may be attributed to the environment
experienced during the growth of the parent plant such as
the availability of water and nitrate throughout the season
as influenced by natural causes and agricultural practices
in the immediate area. While both populations were
harvested from a common field, they were separated by
roughly 500 yards and temporally spaced by one year.
Differential responses of the seed to water and other
parameters based on seed history, such as how seed was
handled and the conditions and duration of storage could
also account for some discrepancies between the two
populations although these were accounted for in the
ANOVA model. Furthermore, replications for the 2007
and 2008 population were conducted over a span of 6 and
12 weeks, respectively. While this time span was not
likely to have a direct effect on the seed, it may have
introduced error from changes in the light intensity and
other factors within each germination cabinet.
Statistical differences. The mean square error (MSE) for
the 2007 and 2008 populations were 0.82 and 0.62,
respectively. This difference shows that the variability in
the 2008 population was better explained by this model
than the variability in the 2007 population.
The overarching goal of this project is to build a
condensed C. album seed germination assay to
characterize individual populations to predict seedling
emergence patterns in agricultural soils in an effort to
decrease interference with crop productivity. The study
presented herein is the foundation of this research. The
next step will be to examine C. album populations from
locations outside of the Midwest to determine if the range
of factors examined here are also sufficiently stimulatory
for other populations. Once a suitable range of light,
temperature, nitrate, water and after-ripening times have
been established, the study would progress to analyzing
populations collected from agricultural fields in a
condensed seed germination assay in an effort to
characterize the C. album seedling emergence pattern. The
results of this analysis would then be used to better control
weed populations by applying herbicides as the most
opportune time based on light exposure, temperatures,
duration the seed spent in moist soil at cool temperatures,
and nitrate and water levels found in the soil from whence
the population was collected.
142
Applied Ecology and Environmental Sciences
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