Fate of the soil seed bank of giant ragweed and its significance in preventing and controlling its invasion in grasslands

Abstract Giant ragweed (Ambrosia trifida, L. henceforth referred to as GR), an annual non‐native invasive weed, may cause health problems and can reduce agricultural productivity. Chemical control of GR in grasslands may have irreversible side effects on herbs and livestock. In an attempt to propose a solution to the harmful effects of GR on grasslands, this study explores the fate of its soil seed bank (SSB) and considers the physical control of its SSB reduction. By studying GR distributed in grasslands of the Yili Valley, Xinjiang, China, we measured the spatial and temporal changes in seed density, seed germination, dormancy, and death. We analyzed seed germination, dormancy, and death following different storage periods. The study analyzed population characteristics over time, including seed fate, and examined physical control methods for reducing the SSB density. The SSB of GR occurs in the upper 0–15 cm of soil in grasslands. Seed density in the SSB decreased by 68.1% to 82.01% from the reproductive growth period to the senescence period. More than 98.7% of the seeds were rotten, eaten, germinated, dispersed, or died within one year after being produced. The seed germination rate of the SSB decreased with the number of years after invasion. When stored for 0.5 or 3.5 years, seed germination rates fell by 40%, during which time seed death rate increased by almost 40%. When GR was completely eradicated for two consecutive years, the SSB and population densities decreased by >99%. The vast majority of GR seeds germinated or died within one year; the germination rate decreased significantly if the seeds were stored dry at room temperature for a long time. Newly produced seeds are the main source of seeds in the SSB. Therefore, thoroughly eradicating GR plants for several years before the seeds can mature provides an effective control method in grasslands.

trol of GR is difficult due to evolved resistance to acetolactate synthase-inhibiting herbicides and glyphosate (Ganie et al., 2017;Harre et al., 2017;Heap, 2014). Therefore, it is necessary to search for a more reasonable and safer way to control GR. Giant ragweed propagates exclusively by seeds (Rasmussen et al., 2017). This annual plant uses an r-strategy during reproduction, featuring rapid development, a large proportion of reproductive allocation, a short generation cycle, and production of a large number of individuals. GR, like common ragweed, also employs a bridgehead invasion strategy (Boheemen, Lombaert, Nurkowski, Gauffre, & Hodgins, 2017), so that the SSB plays an important role in population maintenance and growth. Reducing the persistence of the SSB is an important goal for weed management systems (Davis, 2006;Davis, Dixon, & Liebman, 2004;Goplen et al., 2017;Krinke et al., 2005;Mourik, Stomph, & Murdoch, 2005).
Giant ragweed produces several empty, nonviable seeds that deter seed predators by increasing foraging time, thereby increasing the survival rate of the viable seeds (Goplen, 2015). Seed predation by rodents and invertebrates has been shown to remove as many as 88% of GR seeds in one year in no-tillage corn cultivation (Harrison et al., 2003). Replenishment of the SSB of GR can be controlled by adjusting the cultivation methods in farmland (Goplen, 2015;Goplen et al., 2016;Page & Nurse, 2015). Grasslands are typically not plowed, and as a result, feature abundant biodiversity. However, in our literature search, we found no studies of GR control in grasslands.
Seeds have a limited lifespan, and their ability to germinate varies with storage time. Although most studies have shown that the seed lifespan of GR is less than four years (Goplen, 2015;Stoller & Wax, 1973), some seeds were viable after nine years of burial (Harrison, Regnier, Schmoll, & Harrison, 2007), and a small number of GR seeds may live for more than 15 years (Hartnett, Hartnett, & Bazzaz, 1987).
Moreover, the environment affects the seed lifespan (Probert, Daws, & Hay, 2009) via water, oxygen, temperature, and light (Finch-Savage & Leubner-Metzger, 2006). Grassland and farmland ecosystems are quite different, and studying the seed lifespan of GR in grasslands compared with that in farmland deserves further investigation.
Seed lifespan affects the ability of seeds in the SSB to germinate (Deveny & Fox, 2006). Plant species with a persistent seed bank can spread germination over time, thus allowing some seeds to germinate when appropriate conditions exist; this serves as an efficient mechanism to mitigate the hazardous effects of severe environmental conditions (Fletcher et al., 2015). Because of this, it is meaningful to research the germination characteristics of GR seeds in the SSB during different invasion years and to consider possible physical controls for SSB reduction.
Giant ragweed invaded the Yili Valley in Xinjiang, China in 2010; the distribution area had increased by 2,150 times by 2016 ( Figure 1). The main reason is large-scale dispersion assisted by cattle and sheep combined with the topography of the surrounding hillsides; these factors are not easy to control and manage effectively (Dong et al., 2017). This study considers whether we can prevent the introduction of GR and control GR by reducing the SSB density via physical methods.
The seed fate in this study refers to the characteristics of SSB density, seed germination, seed dormancy, and seed death in different soil layers and during different years after the invasion of GR.
We carried out a prevention and control project designed to reduce the seed numbers in the SSB. We hypothesized that the SSB density would vary significantly by soil depth and over time after invasion; we further hypothesized that invasions of GR could be controlled by reducing the density of seeds in the SSB in grasslands. We addressed four questions in this study: (1) What is the temporal and spatial variation of SSB density in grasslands? (2) What dynamic changes in seed F I G U R E 1 Damage caused by giant ragweed (Ambrosia trifida L.) in grassland. Pictures a and b were taken on June 3, 2018 and July 24, 2019, respectively, during the vegetative growth period in Yili Vally. Pictures a and b show the respective distributions of GR in a grassland from large and small perspectives, and the green areas indicated by the arrows are all GR density occur during different years after invasion in grasslands? (3) What are the characteristics of seed germination, seed dormancy, and seed death in the SSB in different years and following different periods of storage? (4) Can we control GR more effectively by reducing the SSB density in grasslands?

| Research area
The study area is located in the Yili Valley (42°14′16′′-44°53′30′′N, 80°09′42′′-84°56′50′′E) of the Xinjiang Autonomous Region ( Figure 2), with an average annual temperature of 10.4°C and an average annual precipitation of 417.6 mm. The altitude of the GR distribution area in grasslands is 900-1,400 m. GR occurs mainly in grasslands where fruit trees are abundant, in a region known as the "world's apple source species" and the "Chinese wild fruit gene pool" (Chen, 1993). Hills are the main topography, and wild apricot (Armeniaca vulgaris) and wild apple (Malus sieversii) are scattered throughout the valley. The grassland is mainly for grazing ( Figure 1). More than 2,000 hectares of GR distribution area in 2017 and the high density of GR had posed a serious threat to the seedling regeneration of wild apricots and apples, resulting in forage yield reduction (Dong et al., 2017).

Soil physical and chemical properties
Surface grassland soil (0-20 cm depth) was divided into two layers. The soil in each 10 cm layer was sampled in July 2017, and soil properties were determined as follows. Total nitrogen, total phosphorus, and total potassium were determined using the micro-Kjeldahl, sodium hydroxide melting-molybdenum, anti-colorimetric, and flame photometry methods, respectively. Soil pH was measured using a Mettler-Toledo pH meter (UB-10), and soil conductivity was measured using a conductivity meter (HACH). Soil organic matter content was checked using the K 2 CrO 7 -H 2 SO 4 external heating method.
Alkaline hydrolysis nitrogen, available P, and available K were measured using the alkaline hydrolysis diffusion method, Mo-Sb colorimetry, and the ammonium acetate method, respectively. Six sampling points were collected (more than 1 km apart) randomly in grasslands of the study area, and a total of 12 soil samples were analyzed.

Distribution depth of SSB
To determine the depth limit for GR seeds distributed in grasslands, three GR populations (more than 1 km apart) with the longest inva- GR seeds were observed in soil below 15 cm (Table 1). Therefore, the SSB of each year collected in this experiment was obtained from the 0-15 cm soil layer.

Collection of SSB
Soil samples were collected in four seasons during 2018: germination (April 10), vegetative growth (June 10), reproductive growth (September 10), and senescence (November 10). Based on the date of invasion, eighteen GR populations (more than 1 km apart) were collected at 1, 2, 3, 4, 5, and 6 years after invasion. Soils were collected from each sampled population, and seeds of GR were counted.
Each 20 cm × 20 cm sampling point was divided into four soil layers:

Determination of SSB density
Seeds of GR can be up to 11 mm wide and 14 mm long and are substantially larger than seeds of most annual weed species (Bassett & Crompton, 1982;Sako et al., 2001); this makes it easy to separate the seeds from soil by washing in water. Soil samples were collected in plastic bags for laboratory work. The bags were opened immediately for ventilation, and then the samples were washed for three days.
Soil samples were placed in a plastic bucket (40 cm diameter; 60 cm height), and enough water was added to soak the soil for 12 hr. Then, samples were thoroughly stirred and sieved using a 2 mm sieve; the sieve was rinsed continuously with water until the soil was completely removed, leaving only seeds, pebbles, and other granular impurities. Next, the seeds of GR were removed by hand and counted.

| Experiment 2. Dynamic changes in GR seed density from 1 to 6 years after invasion
In this study, the SSB density in each reproductive growth period and the density of newly produced seeds from plants of the current population were taken as the starting points, and the density of SSB during the reproductive growth period in the next year was taken as the end point of the analysis.
1. Starting seed density = newly produced seed density (seed quantity per plant × population density) + SSB density in the reproductive growth period.
2. End point seed density = SSB density in the reproductive growth period of the next year.
3. Reduction of nonempty seed density from reproductive growth to senescence period = Starting seed density -empty seed density -SSB density in the senescence period. The decrease in seed density from reproductive growth to the senescence period mainly includes the loss of empty seeds, animal/invertebrate grazing, and decay of nonempty seeds. The density of empty seeds can be counted (empty seeds per plant × population density).
4. Reduction of seed density in overwintering = SSB density in the senescence period -SSB density in the germination period of the next year.
5. Reduction of seed density during the germination period (except germination) = SSB density in the germination period of the next year -SSB density in the vegetative period of the next year -density of germinated seeds in the next year. Reduction of seed density from germination to the vegetative growth period includes seed germination, decay, animal/invertebrate grazing, and outward diffusion.
6. Reduction of seed density during the vegetative growth period = SSB density in the vegetative growth period of the next year -SSB density in the reproductive growth period of the next year.

| Experiment 3: Determination of seed germination, seed dormancy, and seed death in the SSB for different invasion years
Before the seed germination in April 2018, the SSB density defined the population density in that year, so the SSB in the germination period was chosen for experiments on seed germination, dormancy, and death characteristics.

Germination rate
SSB seeds were collected as experimental seeds in April 2018. No seeds were observed in the 2-5 cm, 5-10 cm. or 10-15 cm soil layers invaded for one year, nor in the 10-15 cm layer invaded for two years. The seeds from the 0-2 cm soil layer that had been invaded for one year, the 5-10 cm soil layer invaded for up to two years, and the 10-15 cm soil layer invaded for up to three years were insufficient in numbers for germination experiments. Therefore, an additional 100 × 100 cm soil sample was added to each population in the three cases mentioned above when collecting soil on April 13 to ensure that the seed quantity of each population with seeds in each of these soil layers was greater than 30.
Each group of seeds was placed in a Petri dish. The germination rate of the seeds was determined at (20/10)°C, 12 hr/12 hr light/ darkness and 3,000 lux light intensity (Liu et al., 2019). An appropriate amount of water was added daily to each Petri dish to keep the filter paper wet. The experiment lasted for 60 days. When no seeds germinated in a single Petri dish for five consecutive days, this suggested the end of germination. Each experiment was conducted with 30 randomly selected seeds and was repeated six times with a total of 6 (year after invasion) × 6 (repetition) × 4 (soil layer) resulting in 144 samples.

Dormancy rate and death rate
The nongerminating seeds in tested dishes were collected, and viability was determined by the 2,3,5 triphenol tetrazolium chloride method (Liu et al., 2019). Viable but nongerminated seeds were classified as dormant. TA B L E 1 Soil seed bank (SSB) density of giant ragweed (Ambrosia trifida L.) at 6 years after invasion

| Experiment 4: Determination of seed germination, seed dormancy, and seed death following different periods of dry storage
In 2015 and during the following three years, we collected a large number of mature GR seeds from more than 100 plants in the GR core distribution area of the grassland. The seeds were initially placed in the laboratory with dry storage at room temperature (10-25°C). In April 2019, seeds stored for 0.5, 1.5, 2.5, and 3.5 years were sampled for germination, dormancy, and death experiments.
Each experiment was conducted with 30 randomly selected seeds and was repeated six times; a total of 4 (storage year) × 6 (repetition) resulted in 24 samples. The experimental design and statistical methods of analysis for seed germination rate, seed dormancy rate, and seed death rate were the same as in Experiment 3.

| Experiment 5: Determination of population density and seed yield
To analyze changes in population density and seed yield during different periods of invasion, eighteen 20 m × 20 m populations (more than 1 km apart) of GR that had invaded 1, 2, 3, 4, 5, and 6 years ago were selected, and the following indicators were counted for each group.

Population density in the reproductive growth period
The number of GR plants was counted using three 2 m × 2 m square areas in September 2018. Three samples were taken for each population, and a total of 6 (year after invasion) × 3 (population) × 3 (repetition) resulted in 54 samples.

Seed quantity per unit area
In October 2018, three 2 m × 2 m samples were selected from different populations, and six GR plants were randomly selected from each sample; all seeds on the plants were harvested to count the total numbers of filled seeds and empty seeds. Seed quantity per unit area = Seed number per plant × population density. Empty seed quantity per unit area = Empty seed number per plant × population density. Three samples were taken for each population, and a total of 54 samples were taken [6 (year after invasion) × 3 (population) × 3 (repetition), resulting in 54 samples].

| Experiment 6: Effect of physical control on reducing seed bank and population densities
Targeted at testing the physical control effects on reducing the SSB density, three GR populations with four years of invasion were The dormancy rate = number of dormant seeds∕30 × 100%. 24.9 ± 6.21a 1.9 ± 0.46a 0.0285 ± 0.0031b 11.9 ± 1.97a 16.9 ± 1.27a 7.98 ± 0.62a 11.8 ± 0.42a Note: Different letters indicate significant differences between soil layers (p < .05) using a least significant difference test.

| Statistical analysis
Data are expressed as means ± SE. One-way ANOVA analyses and least significant difference multiple comparisons were used to explore the differences in soil physical and chemical properties (Table 2), SSB density (Tables 1 and 3; and Figure 3), population density (Table 3), seed germination rate, dormancy rate and death rate ( Figures 6 and 7) and population density and seed yield (Figure 8).
One-way ANOVA analyses were used to explore the differences in SSB density between six years, and linear regression analyses were used to analyze the trend of SSB with years ( Figure 3). Trend and pie chart analyses were used to explore the dynamic change characteristics of seed density (Figures 4 and 5). IBM SPSS statistics 20 was used for data analysis, and OriginPro 8.5 was employed for graphics.

| Spatial and temporal variation of SSB density
After comparing the soil physical and chemical properties of the 0-10 cm and 10-20 cm soil layers, there were no significance differences in total phosphorus, total potassium, available nitrogen, available potassium, organic matter, pH, or conductivity. Total nitrogen and available phosphorus in the 0-10 cm soil layer were significantly higher than those in the 10-20 cm layer, and total phosphorus in the 0-10 cm soil layer was significantly lower than that in the 10-20 cm layer (Table 2).
With the increasing number of years after invasion, the total SSB density and the SSB density in each soil layer during germination, vegetative growth, reproductive growth, and senescence periods all increased significantly (Figure 3). Seeds were mostly distributed in the 0-5 cm soil layer, in which the proportions of SSB seeds for 6 years of invasion were 88%-100% in the germination period, 63%-100% in the vegetative growth period, 57%-100% in the reproductive growth period, and 88%-98% in the senescence period.
Compared with different periods, the SSB density in the senescence period was greater than in other periods. The SSB density in the senescence period was 35.7 times higher than that in the reproductive growth period at 6 years after invasion (Figure 3).
With the increasing number of years after invasion, seeds were found at deeper soil depths. In the first year after invasion, seeds were found only in the 0-2 cm soil layer in the germination, vegetative growth, and reproductive growth periods, but were found in the 0-10 cm soil layer in the senescence period. In the second year after invasion, seeds were distributed in the 0-15 cm soil layer in the senescence period, indicating that after GR had invaded the grassland for 1-2 years, a deeper SSB could be formed (Figure 3).
The SSB density in the 0-2 cm soil layer and 0-15 cm soil layer tended to be stable, and SSB density had not increased significantly by the sixth year after invasion. Seeds in the 0-2 cm soil layer were the main source of seed germination, so the germination ability of the population tended to be stable by the sixth year after invasion, while the SSB densities in the 2-5 cm, 5-10 cm, and 10-15 cm soil layers remained unstable, and the seeds tended to diffuse to the 5-15 cm nongerminating soil layer (Figure 3).

| Dynamic change characteristics of seed density
With the increasing number of years after invasion, the density of starting seed density, SSB density, seed germination as well as the reduction of seed density in all periods significantly increased ( Figure 4).
The most important period of seed reduction was from reproductive to senescence, when the proportion of lost seeds in the starting seed densities during 1-5 years after invasion were 82.01%, 81.49%, 77.19%, 71.29%, and 68.13%, respectively. Seeds for germination in the next year accounted for less than 2.41% of the starting seed density. Seeds forming the SSB of the senescence period in the next year accounted for less than 1.34% of the starting seed density ( Figure 5).

TA B L E 3 Soil seed bank (SSB) density and population density of giant ragweed (Ambrosia trifida L.) at different treatment times
Year

| Seed germination, dormancy, and death in the SSB in the germination period with increasing years after invasion
With an increasing number of years after invasion, the seed germination rate showed a downward trend. The total seed germination rates of the SSB at 1 and 6 years after invasion were 56.1% and 50.7%, respectively, representing a significant decrease of 5.4%.
With an increasing number of years after invasion, the seed death rate showed an upward trend. The total seed death rates of the SSB at 1 and 6 years after invasion were 19.4% and 25.4%, respectively, representing a significant increase of 6% ( Figure 6).
With the increase of soil depth, the seed germination rate showed a downward trend; the germination rates in the 0-2 cm and 10-15 cm soil layers were 55.5% and 46.1%, respectively, a decrease of 9.4% in the sixth year after invasion. The seed death rate showed an upward trend over time; the seed death rates in the 0-2 cm and 10-15 cm soil layers were 20.6% and 32.7%, respectively, an increase of 12.1% in the sixth year after invasion ( Figure 6).

| Seed germination, dormancy, and death following different periods of storage
After 2.5 years of storage, the germination rate of GR seeds began to decrease significantly; meanwhile, the dormancy and death rates increased significantly (Figure 7). In addition, after 2.5 years of storage, the germination and death rates were 34.44% and 46.66%, although the germination rate fell more than the death rate. When seeds were stored for 0.5 or 3.5 years, the germination rates were 61% and 21%; additionally, the dormancy rates increased from 16% to 18%, and the death rate increased from 24% to 61% (Figure 7).

| Population density and seed yield in different years after invasion
With the increasing number of years after invasion, population density in the reproductive growth period, seed yield per unit area, and empty seed yield per unit area all increased significantly (Figure 8).

| Effects of physical control on reducing seed bank and population densities
In 2017, after GR had been completely eradicated for one year, SSB density in all soil layers decreased significantly (Table 3). The closer the SSB was to the ground surface, the more the SSB density decreased. Compared with 2016, the SSB density of the 0-2 cm soil layer decreased by 99.0%, and that of the 10-15 cm soil layer decreased by 92.6%. In 2018, the SSB had decreased by 99.34% (Table 3).
The population density of GR decreased significantly over time with plant removal. Compared with 2016, the population density decreased by 99.79% in 2018 (Table 3).

| D ISCUSS I ON
The SSB of GR only occurs in the upper 0-15 cm of soil in grasslands and is mostly distributed in the upper 0-5 cm of the soil. The maximum SSB occurs in the senescence period. The highest SSB density in grasslands was 14,200 grain m −2 at six years after invasion ( Figure 3), which is much higher than the SSB in farmlands (Goplen, 2015;Goplen et al., 2016;Page & Nurse, 2015).
Population density and seed yield of GR were previously found to be highly correlated (Harrison, Regnier, Schmoll, & Webb, 2001). Population density of GR and seed yield per unit area stabilized and did not increase significantly by five years after invasion (Figure 8). The total SSB density had not increased significantly by six years after invasion. The SSB density had become more uniform by six years after invasion (Figure 3).
Persistence of GR populations appears to depend on frequent inputs to its seed bank that offset limitations imposed by high seed predation and rapid demise of its active seed bank (Harrison et al., 2007). Stable population density is the foundation of a stable SSB of GR. However, the SSB density at relatively deeper soil (5-15 cm) increased continuously during six years after invasion; this played an important role in the stability and persistence of the population.

F I G U R E 4
Dynamic change characteristics of seed density of giant ragweed (Ambrosia trifida L.) in grasslands. Note: STSD, starting seed density; RNESRS, reduction of nonempty seed density from the reproductive growth to senescence periods; RES, reduction of empty seeds; RSO, reduction of seed density in overwintering; GSD, germinated seed density; RSG (EG), reduction of seed density during the germination period (except germination); RSVG, reduction of seed density during vegetative growth period; ESD, end point seed density.
, , , With an increasing number of years after invasion, the numbers of total seeds and reduced seeds in each period increased significantly (Figure 4). A single GR plant can produce 3,000 to 5,000 seeds/m 2 in an ideal environment (Abul-Fatih & Bazzaz, 1979;Harrison et al., 2001). However, our research revealed that the maximum seed yield of GR can reach 41,100 m −2 (Figure 8).
We conclude that GR plants can produce a massive amount of seed yield, and that the damage caused by GR in grasslands is very serious. In areas where GR is distributed, the weed will become the dominant species, seriously endangering the grassland biodiversity and forage yield (Figure 2). Weed seeds may germinate and emerge or die, while fungi and other soil microorganisms may F I G U R E 5 Proportions of seed density of giant ragweed (Ambrosia trifida L.) in each stage to starting seed density. Note: STSD, RNESRS, RES, RSO, GSD, RSG (EG), RSVG, and ESD are defined in Figure 4 F I G U R E 6 Seed germination, dormancy, and death rate of giant ragweed (Ambrosia trifida L.) in the soil seed bank (SSB) during the germination period at different years after invasion. Different lowercase and uppercase letters represent significant differences between different invasion years in the same soil layer and differences between different soil layers in the same invasion year, respectively (p < .05), using a least significant difference test cause seeds to decay, and seed predators such as birds and rodents may consume the seeds (Buhler, King, Swinton, Gunsolus, & Forcella, 1997;Chee-Sanford, Williams, Davis, & Sims, 2006;Kremer, 1993;Myers & Harms, 2010). The seeds of GR have a high nutritional value that offers an important food source for rodent and invertebrate populations (Harrison et al., 2003). A single GR plant produces many empty seeds, most of which will be eaten or will decay in the year in which they are produced (Goplen, 2015).
GR seed can be depleted relatively quickly, with up to 50% of the seeds being consumed during one overwintering period in farmland (Harrison et al., 2003;Regnier et al., 2008). Our research shows that seeds of GR decreased by 68.1% to 82.01% from the reproductive growth period to the senescence period ( Figure 5). Nordby, Williams, and Chee-Sandford (2005) reported that seedling emergence accounted for 5 to 29% of total seed losses in farmland. According to our research, germinated seeds accounted for less than 2.41% of the number of starting seeds ( Figure 5).
Seed density dynamic change characteristics of GR in grassland are different from those in farmland. Seeds that formed the seed bank in the reproductive growth period in the next year accounted for less than 1.34% of the number of starting seeds ( Figure 5).
Overall, more than 98.66% of the seeds were exhausted in one year. Therefore, the SSB density of GR in grassland is determined by the number of seeds produced in that year, not by the accumulation of seeds over several years.
The seed germination rate of the SBB decreased with the increasing number of years after invasion and with soil depth. Seed death rate showed an opposite trend, but there was no significant difference in the 0-2 cm soil layer over time ( Figure 6). According to Harrison et al. (2007), rates of seed demise were inversely proportional to burial depth, while our study obtained the opposite result. With increasing years after invasion and deeper soil, a larger proportion of seeds were stored for a longer time. The proportion of "old seeds" in deep soil is higher, so the germination rate is lower.
However, the total seed germination rate decreased insignificantly, mainly because the number of newly produced seeds was higher.
When seeds were stored for 2.5 years, the germination rate began to decrease significantly, and the death rate increased sharply (Figure 7). The germination and dormancy rates of GR seeds were still 20.55% and 18.33% after 3.5 years of storage.
According to Stoller and Wax (1973), the seed lifespan of GR is less than four years. In addition to its lifespan, seed vigor is closely , related to animal feeding, pathogenic microorganism infection, and depth of burial (Harrison et al., 2007) as well as to soil temperature, moisture, oxygen, salinity, other environmental factors (Silvertown & Charlesworth, 2001), and agronomic practices (Clements et al., 2004). A diverse range of dormancy mechanisms has evolved in keeping with the diversity of climates and habitats in which plants operate (Finch-Savage & Leubner-Metzger, 2006).
These are the reasons why the death rate of GR seeds dry stored is lower in grasslands.
Dormancy has a very wide biogeographical distribution (Baskin & Baskin, 1998;Fenner & Thompson, 2005). We found that the dormancy rate of GR seeds could reach 18.33% if stored for 3.5 years (Figure 7), which could greatly promote the maintenance of the population.
Giant ragweed's active seed bank is relatively short-lived when the soil is left undisturbed and no new seed inputs are allowed (Abul-Fatih & Bazzaz, 1979;Nordby et al., 2005;Stoller & Wax, 1974 suggests that mowing once during GR reproductive growth in autumn could be an ideal solution for eliminating seed setting, yielding the benefits of effective good control and low cost. Annual plants typically have a short life cycle, strong fecundity, and the ability to adapt to persistent and strong disturbance (Grime, 2001). Most annual invasive plants depend on the SSB to maintain their populations and to avoid extirpation. Therefore, the SSB density and germination of annual invasive plants determine their invasiveness and ability to spread. For example, techniques designed to reduce SSB density to control weeds have been used in farmland in the Midwest of the United States (Shaner & Beckie, 2014). For grasslands, cutting plants and removing seeds to reduce the SSB density have the advantages of being pollution-free, sustainable, and less harmful to crop and pasture production. However, this requires a large amount of labor in the first 1-2 years, although the intensity of continuous treatment after three years is very low.
Methods designed to reduce SSB density have strong operational advantages in the early period of invasion. However, once a stable SSB is formed in the later period of invasion, the labor input and duration will be relatively prolonged. Even if the SSB density of GR was decreased by 99.34%, the SSB density of GR in the grassland remained at 31.9 grain m −2 . Long-term continuous treatment will be needed for effective control.

ACK N OWLED G M ENT
This work was financially supported by the Natural