| Literature DB >> 29698426 |
Sara Ohadi1, Matthew Littlejohn1, Mohsen Mesgaran1,2, William Rooney1, Muthukumar Bagavathiannan1.
Abstract
Sorghum (Sorghum bicolor) is an important grain and forage crop grown across the US. In some areas, sorghum can become feral along roadsides and other ruderal areas, as a result of seed spill during harvest or transport. In some of these situations, feral sorghum grows in or near established johnsongrass (S. halepense) populations. Johnsongrass, a wild relative of sorghum and an incredibly noxious weed, is capable of hybridizing with cultivated sorghum. Because commercial hybrid sorghum cultivars are produced with cytoplasmic male sterility, progeny of the hybrid crop which compose the founder feral populations also segregate for male sterility. Consequently, male sterility in feral sorghum may increase the risk of outcrossing with johnsongrass. Using field surveys and spatial modelling, the present study aimed at documenting the occurrence of feral sorghum and understanding the anthropogenic and environmental factors that influence its distribution. Further, this research documented the sympatry of feral sorghum and johnsongrass in the roadside habitat. A total of 2077 sites were visited during a systematic field survey conducted in fall 2014 in South Texas. Feral sorghum and johnsongrass were found in 360 and 939 sites, while the species co-existed at 48 sites (2.3% of all surveyed sites). The binary logistic analysis showed a significant association between the presence of feral sorghum and road type, road body-type, micro-topography of the sampling site, nearby land use, and the presence of johnsongrass, but no association with the distance to the nearest grain sorting facility. The probability of finding feral sorghum away from johnsongrass patches was generally higher than finding them co-occur in the same location. A probability map for spatial distribution of feral sorghum was developed using the nearby land use type and the regional habitat suitability for johnsongrass as two key predictors. Overall, results show that feral sorghum and johnsongrass co-occur at low frequencies in the roadside habitats of South Texas, but these low levels still present a significant opportunity for hybridization between the two species outside of cultivated fields.Entities:
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Year: 2018 PMID: 29698426 PMCID: PMC5919511 DOI: 10.1371/journal.pone.0195511
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Details collected during the roadside survey for feral sorghum*.
| Road type | Road body-type | Micro-topography | Nearby land use | Vegetation cover | Feral sorghum density | Johnsongrass |
|---|---|---|---|---|---|---|
| Dirt | Road shoulder | Corn | 0 (no vegetation) | 1 (<5 plants) | 0 (absent) | |
| Gravel | Field shoulder | Cotton | 1(1–10%) | 2 (6–25 plants) | 1 (present) | |
| Paved | Field edge | Fallow | 2 (11–20%) | 3 (26–50 plants) | ||
| Hay | 3 (21–30%) | 4 (51–100 plants) | ||||
| Herbs | 4 (31–40%) | 5 (> 100 plants) | ||||
| Urban | 5 (41–50%) | |||||
| Pasture | 6 (51–60%) | |||||
| Rice | 7 (61–70%) | |||||
| Shrub land | 8 (71–80%) | |||||
| Sorghum | 9 (81–90%) | |||||
| Soybean | 10 (91–100%) | |||||
| Sunflower | ||||||
| Turf | ||||||
| Wetlands | ||||||
| Wheat | ||||||
| Woods |
*Vegetation cover and feral sorghum population density were recorded only at sites where feral sorghum was present, within a 25 m strip along the roadside. The vegetation cover was recorded on a scale of 0–10 while the feral sorghum density was recorded on scale of 1–5.
Fig 1Maps of the different road types in association with the presence of feral sorghum and johnsongrass (a), the raster map showing the distance of each pixel from its nearest highway (b), and GPS waypoints of feral sorghum and johnsongrass relative to land cover data obtained from CropSpace (c). Abbreviation: FC street, Functional Classification street.
The result of binary logistic analysis for testing the significance of the explanatory variables on the probability of feral sorghum occurrence in South Texas.
| Factors | Df | Chi-Square | |
|---|---|---|---|
| Road body type | 2 | 4.946 | < .0001 |
| Road type | 2 | 7.79 | 0.0204 |
| Micro-topography of the site | 2 | 162.25 | < .0001 |
| Nearby land use | 15 | 56.68 | < .0001 |
| Presence of johnsongrass | 1 | 69.86 | < .0001 |
| Distance to grain sorting facility | 1 | 1.05 | 0.3048 |
Fig 2Odds ratio value (black dot) for the effects of road body-type (a), road type (b), micro-topography of the surveyed site (c) and nearby land use (d) on the presence of feral sorghum. The solid black line indicates the 95% confidence intervals for the odds ratio.
Result of the analysis of variance testing the significance of the explanatory variables on feral sorghum population size in South Texas.
| Factors | Df | Mean square | |
|---|---|---|---|
| Road type | 2 | 0.885 | 0.323 |
| Road body-type | 2 | 1.062 | 0.258 |
| Micro-topography of the site | 2 | 1.582 | 0.133 |
| Nearby land use | 8 | 1.205 | 0.141 |
| Vegetation cover at site | 8 | 2.497 | 0.0017 |
| Distance to grain sorting facility | 1 | 0.291 | 0.541 |
| Presence of johnsongrass | 1 | 0.488 | 0.429 |
Fig 3Impact of roadside vegetative cover on the occurrence of feral sorghum populations.
Fig 4Example of a feral sorghum-johnsongrass complex site along a roadside near Corpus Christi, TX.
Fig 5Map representing the probability of feral sorghum occurrence based on the nearby land use and johnsongrass habitat suitability.